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1. Figure 1 1 Overview of different maintenance types 1 2 1 Breakdown maintenance The breakdown maintenance strategy allows the equipment to run until a breakdown occurs and is the simplest approach to maintenance It is a reactive form of maintenance technique that waits for the machine or equipment to fail before any maintenance action is taken For some equipment the maintenance action must be performed immediately for others the maintenance action can be deferred in time all depending on the equipment s function A plant using a breakdown maintenance strategy does not invest any money in maintenance until a machine or system fails to operate Often referred to as corrective maintenance it is the most expensive form of maintenance strategy The major expenses associated with this form of strategy are the high spare parts inventory cost high overtime labour costs high machine downtime and low machine availability Because no attempt is made to anticipate the maintenance requirements a plant implementing breakdown maintenance must be able react to all possible failures within the plant This forces the maintenance department to maintain extensive spare parts inventories particularly for all the critical equipment in the plant An alternative is to rely on equipment vendors who can provide immediate delivery for all required spare parts Even if the latter was possible premiums for the expedited delivery substantially
2. EX EX E Disabled PDisabled PDisabled bDisabled PDisabled i 0 luuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuu Figure A 7 LabVIEW block diagram Acquire state for three phase USB program Pseudo code Save state vi vii viii Reinitialise front panel controls to default values Configure all the data acquisition channels using Master DAQ config vi and Slave DAQ config vi Disable all user controls until 100 cycles of data is recorded into a file Initiate acquisition and read the voltage input from all four channels for a period of 20ms Convert the waveform array from each channel to numerical scalar array and compress the data using Compression vi Write append the numerical scalar data from all four channels to a single 2D array in a format compatible to StatorMonitor software Convert the numerical scalar array to waveform array using Graphs vi and display the compressed data on the graphs Continue the process steps iii vi for 100 cycles update cycles variable for every iteration of the loop Prompt user to provide a file path and name to store the data in a file Write the data 100 cycles from the 2D array to the designated file in a binary format compatible to StatorMonitor system On completing file write enable all the user controls and wait for user command The LabVIEW block diagram for Save state is shown in figure 8
3. 191 col ToDefad top Rent ToDefaut tent ToDefaut Read tent To Defaut Exit E 2 Reinit To Default 2 value Change _ 7 dialog little endian_ Figure A 8 LabVIEW block diagram Save state for three phase USB DAQ program Pseudo code Read state vi Prompt user to select a binary file to read and load the selected file in the memory Disable all user controls until complete data is read from a file Split the data into four different numerical arrays each array containing data for 1 channel for a period of 20ms 1 cycle Convert the numerical scalar array to waveform array using Graphs vi and display the data on the graphs Continue the process steps iii iv until all the 100 cycles of data are read from the file On completing data read enable all the user controls and wait for user command The LabVIEW block diagram for Read state is shown in figure 9 Exit state Stop all process and exit LabVIEW The code for this state is relatively simple and not given here for brevity 193 vol 3 Read Value Change 7 Time OldVal 1 95E 5 m Eje 9 Master cht am
4. Cusido J Rosero J Aldabas E Ortega J A Romeral L Fault detection techniques for induction motors Electrical Power Quality and Utilisation Magazine Vol Il No 1 2006 pp 36 46 Stone G Culbert The testing tools IEEE Industry applications magazine Vol 14 No 6 Nov Dec 2008 pp 48 53 Lorand S Barna D J Agoston B K Rotor faults detection in squirrel cage induction motors by current signature analysis IEEE TTTC International conference on Automation Quality and Testing Robotics May 13 15 2004 Romania Bikfalvi P Imecs M Rotor Fault Detection in Induction Machines Methods and Techniques State of the Art IEEE International conference Automation Quality and Testing Robotics 25 28 May 2006 Vol 1 pp 199 204 Jee Hoon Jung Jong Jae Lee Bong Hwan Kwon Online Diagnosis of Induction Motors Using MCSA IEEE transactions on Industrial electronics Vol 53 No 6 Dec 2006 pp 1842 1852 Thomson W T Fenger M Current signature analysis to detect induction motor faults IEEE Industry Applications magazine Vol 7 No 4 Jul Aug 2001 pp 26 34 Bonnett A H Soukup G C Cause and analysis of stator and rotor failures in three phase squirrel cage induction motors IEEE transactions on Industry Applications Vol 28 No 4 July August 1992 pp 921 937 Buchan J G Partial discharge measurements in high voltage motors PhD thesis Robert Gordon
5. Figure 5 15 a Front panel of single channel hardware system 93 Figure 5 15 b Internal assembly of single hardware channel system 5 6 Analogue to digital converter The A D converter is one of the most significant components of the system as the digitizing speed has a direct influence on the amplifier and filter design It can be the most expensive component and is instrumental in determining the overall performance of the prototype system Instead of designing the A D converter circuit discretely it was decided to use a market available data DAQ card that would be suitable for the application For the development of a single channel system it was sufficient to use a two channel DAQ card i e 1 channel for the reference signal and 1 channel for the phase signal The sampling speed should be a minimum of 3Ms s and the card should be capable of simultaneous sampling Eventually a complete three phase unit will require 4 input channels i e 1 channel for the reference and 3 channels for the phase signals Hence the choice of DAQ card must allow such expansion The sampled data is initially stored in the on board memory available on the DAQ card before it is transferred onto the host computer It goes without saying that a higher sampling rate will require a greater amount of memory to store the sampled data The memory requirement also depends on the resolution of the sampled data For example if a signal is sampled at 1KHz with an 8 bit
6. signals beyond the frequency of interest The LabVIEW block diagram is shown in figure A 3 Pseudo code i Prompt user to select a data file to read ii Read the file and display the original time domain graph iii Calculate the Fast Fourier Transform FFT of the raw signal and display the frequency spectrum on the graph iv Implement Band pass filtering 30 300KHz v Display the band pass filtered signal in time domain vi Calculate FFT of the filtered waveform and display the frequency spectrum on graph for comparison Implement a series of band reject filters with a bandwidth of 2KHz up to 7 harmonic viii Display the filtered waveform in time domain ix Calculate FFT of the filtered waveform and display the frequency spectrum on graph for comparison The original and filtered waveforms are plotted on separate graphs for comparison 182 ESI File Dialog selected path FT Raw Data FT Filtered Bandpass Bandreject FFT3 r1 EUN m IRE ime Domain Filtered Bandpass Bandreject BP Band Pass 30 300 KHz Domain Bandpass Filtered Signal BR1 Band Reject 39 41 KHz BR2 Band Reject 79 81 KHz BR3 Band Reject 119 121 KHz BR4 Band Reject 159 161 KHz a BRS Band Reject 199 201 KHz BR6 Band Reject 239 241 KHz BR Band Reject 279 281 KHz Bandpass Filtered Signal Figure A 3 LabVIE
7. Practical implementation of ultrawideband partial discharge detectors IEEE Transactions on Electrical Insulation Feb 1992 Vol 27 No 1 pp 70 81 Wilson A Jackson R J Wang N Discharge detection techniques for stator windings IEE Proceedings on Electric Power Applications 1985 Vol 132 No 5 pp 234 244 Beggs B J Kemp I J Wilson A Characterisation of discharge phenomena in voids Conference Record of IEEE International Symposium on Electrical Insulation Toronto Canada 3 6 June 1990 pp 145 148 Sedding H G Stone G C A discharge locating probe for rotating machines Proceedings of the 19 Electrical Electronics Insulation Conference Chicago 25 28 Sep 1989 pp 225 227 Hudon C Torres W Belec M Contreras R Comparison of discharges measured from a generator s terminals and from an antenna in front of the 165 116 117 118 119 120 121 122 123 124 125 126 slots Conference Proceedings of Electrical Insulation Conference and Electrical Manufacturing amp Coil Winding Cincinnati 16 18 Oct 2001 pp 533 536 Zhu H Kemp I J Pulse propagation in rotating machines and its relationship to partial discharge measurements Conference Proceedings of IEEE International Symposium on Electrical Insulation Baltimore USA 7 10 June 1992 pp 411 414 HV Testing Monitoring and Diagnostic Workshop 200
8. Farahani M Borsi H Gockenbach E Kaufhold M Partial discharge and dielectric response behaviour of insulation systems for high voltage rotating machines under electrical stress Conference record of 2004 CEIDP 17 20 Oct 2004 pp 271 274 Persson E Transient effects in application of PWM inverters to induction motors IEEE transaction on industry applications Vol 28 No 5 Sept Oct 1992 pp 1095 1101 Gupta B K Lloyd B A Sharma D K Degradation of turn insulation in motor coils under repetitive surges IEEE transactions on energy conversion Vol 5 No 2 June 1990 pp 320 326 Stone G C van Heeswijk R G Bartnikas R Investigation of the effect of repetitive voltage surges on epoxy insulation IEEE Transactions on energy conversion Vol 7 No 4 December 1992 pp 754 760 Ward B E Stone G C Kurtz M A Quality Control Test for High Voltage Stator Insulation IEEE Electrical insulation magazine Vol 3 No 5 September 1987 pp 12 17 Cygan P Laghari J R Models for insulation ageing under electrical and thermal multistress IEEE transactions on electrical insulation Vol 25 No 5 October 1990 pp 923 933 Brancato E L A pathway to multifactor aging IEEE transactions on electrical insulation Vol 28 No 5 October 1993 pp 820 825 Simoni L A General Approach to the Endurance of Electrical Insulation under Temperature and Voltage IEEE tra
9. ROBERT GORDON UNIVERSITY ABERDEEN OpenAI R RGU The Open Access Institutional Repository at Robert Gordon University http openair rgu ac uk Citation Details Citation for the version of the work held OpenAl R RGU JOSHI A R 2011 On line measurement of partial discharges in high voltage rotating machines Available from OpenAIRGRGU online Available from http openair rgu ac uk Copyright Items in OpenAlR RGU Robert Gordon University Open Access Institutional Repository are protected by copyright and intellectual property law If you believe that any material held in OpenAIR RGU infringes copyright please contact openair help rgu ac uk with details The item will be removed from the repository while the claim is investigated 9 DOWDING 5 MILLS THE ROBERT GORDON UNIVERSITY ABERDEEN ON LINE MEASUREMENT OF PARTIAL DISCHARGES IN HIGH VOLTAGE ROTATING MACHINES ABHIJIT R JOSHI A thesis presented in partial fulfilment of the requirements of The Robert Gordon University for the degree of Master of Philosophy This research programme was carried out in collaboration with Dowding amp Mills Aberdeen September 2011 Declaration hereby declare that the material presented in this report is the consequence of work undertaken by me at Dowding amp Mills in association with The Robert Gordon University This report has not been accepted i
10. figure 5 12 It can be seen from figure 5 12 that the actual cut off frequency 3dB point occurs at approx 450KHz These errors could be attributed to Vero board prototyping and component tolerances The filter however has a flat band characteristic in the desired frequency range The pass band gain is about 12 26dB which is fairly close to the calculated value The attenuation should be about 72 dB at 2 5MHz however this could not be tested due to limitations on the frequency generator The filter is initially 86 intended to be used for an 8 bit DAQ Hence the above filter is considered sufficient for the application Gain dB Frequency Hz Figure 5 12 Practical frequency response of the AAF 5 5 3 The High pass filter The Rogowski coils are designed for high frequency and are relatively insensitive to the mains frequency But the amplitude of the mains frequency signal is very high compared to the partial discharge signal The presence of even a fraction of the mains frequency signal could lead to inefficient utilisation of the dynamic range of the A D converter The main intention is to dedicate the entire dynamic range of the A D converter only for digitising PD signals This will help in better discrimination of PD pulses A high pass filter with a cut off frequency of 10 2 was designed to eliminate any 50Hz signal along with its harmonics Similar to the AAF design a Sallen key Butterworth
11. Introduction Non Electrical detection techniques 4 2 1 Chemical detection 4 2 2 Acoustic detection 4 2 3 Optical detection Electrical detection techniques 4 3 1 Power loss detection methods 4 3 2 Detection of current pulses 4 3 2 1 Straight detection methods 4 3 2 2 Balanced detection method 433 On line electrical detection systems Sensors used for electrical PD detection 4 4 1 Classification of sensors vi 21 23 27 28 30 32 32 32 33 33 36 37 38 38 39 40 41 43 44 44 45 46 47 47 47 48 49 50 51 51 54 55 55 56 58 58 45 4 6 4 4 1 1 Inductive type sensors 4 4 1 2 Capacitive type sensors 4 4 2 Rogowski coil 4 4 3 Radio frequency current transformer 4 4 4 Capacitive coupler 4 4 5 Stator slot coupler Review of commercially available PD detectors Summary Chapter 5 Single Phase Partial Discharge Monitoring Hardware 5 1 5 2 5 3 5 4 5 5 5 6 5 7 Introduction Hardware specifications System hardware overview The Rogowski coil 5 4 1 Impulse response of coil Signal conditioning unit 5 5 1 Signal conditioning requirements 5 5 2 Anti Aliasing Filter 5 5 2 1 Filter calculations 5 5 8 The high pass filter 5 5 4 High gain amplifier 5 5 5 Isolation transformer 5 5 6 Reference signal generator Analogue to digital converter Summary Chapter 6 Single Phase Data Acquisition Software 6 1 6 2 6 3 6 4 6 5 6 6 Introduction Software speci
12. MCSA Instrument Induction Motor Current Probe Figure 1 4 Typical test set up for MCSA If a bar gets broken in the rotor the two adjacent bars carry the additional current that no longer flows in the broken bar causing a rotor current asymmetry This asymmetry manifests itself in the form of sidebands around the fundamental frequency and can be viewed when the stator current signal of any one phase is viewed in the frequency domain The detection of these sidebands forms the basis of rotor fault monitoring strategy The frequency at which the rotor fault sidebands are generated can be calculated by the following formula 22 hp h Bes 1 1 where fs sideband frequency Hz f supply frequency Hz 5 per unit slip These sidebands as shown in figure 1 5 are called twice slip frequency sidebands and the relative height of these sidebands with respect to the mains frequency component determines the severity of rotor fault 12 f Supply frequency Lower Upper sideband sideband Hz f Figure 1 5 Sidebands generated due to rotor faults Typically the sidebands are approximately 1 Hz or so away from the very large main frequency component and the amplitudes are typically 100 1000 times smaller than the main frequency current 49 If there no broken bars there will be no or very low level sidebands The current imbalance caused by a single broken bar may not affect the machine s perf
13. MCSA or Phase Current Signature Analysis PCSA The current drawn by an ideal motor should have a single component at the supply frequency However in practice the current flowing in the stator winding doesn t just depend on the power supply and impedance of the windings but also includes current induced in the stator winding generated by the magnetic field of the rotor If an asymmetry is created in rotor currents due to faults like broken rotor bars or broken short circuit ring this will be reflected in the stator current Thus the stator windings act as a probe or transducer for problems occurring in the rotor The key issue of MCSA is separating the currents that flow through the stator to drive the motor from the currents that the rotor induces back into the stator if there is a problem This separation is achieved by measuring current component frequencies other than power frequencies A suitable current transformer is clamped around one of the phase cables carrying the load current and the data is recorded over a short period of time The data gathered is then analysed with a spectrum analyser or a customised data signal processing unit A schematic representation of a typical test set up is shown in figure 1 4 This technique has the advantage that no direct access to the motor is required as the phase current can be monitored by a simple clip on type current transformer placed directly around any phase cable feeding motor 11
14. Organic materials soften at a much lower temperature and have a lower mechanical strength compared to copper windings or the steel core Thus the electrical insulation is the weakest component in the stator and the life of stator windings is limited by the life of the electrical insulation rather than the copper conductors or the steel core 3 3 1 Insulation breakdown mechanisms in stator windings Regardless of the cause of failure it is possible to identify five modes of failures in a three phase stator winding as shown in figure 3 6 Each of these faults will result in a flow of short circuit current in the machine winding from a breakdown in the turn or ground insulation L1 Coil to Coil L2 L3 Coil to Ground Figure 3 6 Failure modes in 3 phase stator windings 99 39 For example a random wound motor started frequently can result in a minor turn to turn short within a coil This short will lead to localised excessive heating resulting in insulation degradation As this condition progresses more heat is generated in the damaged area until the phase or ground insulation is destroyed At this point either a phase to phase fault can occur or a phase to ground fault can occur eventually leading to a machine failure 3 3 2 Defect locations The above stated insulation breakdown mechanisms can occur at different locations in a stator winding hence it is necessary to look at the stator winding construction The con
15. currents it was decided to isolate the incoming signals from the Rogowski coils by means of an isolation transformer The isolation transformer should be suitable for high frequency signals Several attempts were made with varying configurations to wind a suitable 1 1 high frequency transformer The number of turns was varied 35 35 70 70 100 100 to alter the 91 bandwidth performance However the capacitive coupling between the primary and secondary windings posed a problem at high frequencies In order to overcome the capacitive coupling problem the following methods were adopted e Primary winding on bottom half and secondary winding on the top half of the bobbin and vice versa e Metal plate shielding connected to ground separating the primary and secondary windings e A tertiary winding connected to ground between the primary and secondary windings The metal plate shielding and the tertiary winding method did show an improvement in the bandwidth performance but it was still not considered to be satisfactory After several attempts a 1 10 ratio instead of 1 1 transformer was wound with 18 turns in the primary and 180 turns in the secondary The primary winding was on the bottom half followed by the secondary winding on top The transformer was completed using an RM 8 core and provided a bandwidth of about 300 KHz The improvement in the bandwidth can be attributed to better construction and the core material used Howe
16. the user is prompted for a file name 4 times in a consecutive manner The data is stored in different files in order to study the PD signals on an individual basis The software will eventually be modified to store all the data in one single file Similarly when the Read function is initiated the program prompts the user to select the path of 4 different files in a consecutive manner Another difference in this program is that the data retrieved is displayed on the same graphs as the data acquired This is because a large amount of data is viewed on a small laptop screen The user at no point of time would need to use the Acquire and Read function simultaneously Hence the provision of individual graphs provides no real advantage A separate display was used in the single channel system only to verify if the data was being written and read in a correct format and is no longer needed It was necessary for the application to start the data acquisition process on all 4 channels at the same time It was initially thought to provide a trigger signal from the software to the PFIO line on the cards to synchronise the acquisition However a simple hardware solution worked effectively The NI 5102 DAQ card have an analogue trigger input called TRIG The incoming reference signal 50 Hz sine wave was connected to the TRIG input of both DAQ cards The trigger source for both DAQ cards was set to TRIG input and the triggerin
17. 1 Chapter 8 Table 8 1 Chapter 10 Table 10 1 List of Tables Distribution of failures on failed motor components Relative permittivity and breakdown strength of HV insulating materials Comparison of various electrical PD detection sensors Data acquisition hardware specifications Gain matrix for combination of input and output amplifier Software specifications for single channel PD system Gain setting details of 3 phase system Data storage format for StatorMonitor PD analysis software Estimate costing for PXI system xiv 34 66 71 91 99 119 133 155 CHAPTER 1 INTRODUCTION 1 1 Significance of Rotating Machines The importance of rotating machines cannot be overemphasised as it is most widely used in modern industry They are available in various sizes with powers ranging from a fraction of a watt to hundreds of mega watts The applications are numerous limited only by the capacity of imagination They are used as motors for driving pumps in water supply plants traction motors for electrical trains generators in power plants etc In industry the motors are used for driving compressors fans and pumps machine tools robots transport equipment and a multitude of other applications With the advancement in material science the modern machines are now designed to tighter margins as economics and subsequently profit take on a greater precedence in a very competitive marketplace In add
18. 2 6 6 Frequency Hz Figure 6 8 Complete frequency spectrum of the acquired signal A software band pass filter 6 order Butterworth IIR Filter with a lower cut off frequency of 30KHz and upper cut off frequency of 300KHz was implemented The lower cut off frequency was changed from 10KHz to 30KHz and the upper cut off was changed from 500KHz to 300KHz in order to eliminate all frequencies beyond range of interest i e 2 300KHz During the hardware design stage the cut off frequencies were altered to 10KHz and 500KHz only to achieve a complete flat response in the desired frequency range a Time Domain Raw Data Amplitude V oo e e E N N gt e 1 1 1 1 1 1 1 t 1 fap 1 1 1 i 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 001 0 002 0 003 0 004 0 005 0 006 0 007 0 008 0 009 0 01 0 011 0 012 0 013 0 014 0 015 0 016 0 017 0 018 0019 0 02 ime S b Time Domain Bandpass Filtered Signal Amplitude V o e gt N N e 1 1 n 1 1 1 1 1 1 n 1 1 1 1 1 n 1 1 1 1 1 1 1 1 1 0 001 0 002 0 003 0 004 0 005 0 006 0 007 0 008 0 009 0 01 0 011 0 012 0 013 0 014 0 015 0 016 0 017 0 018 0 019 0 02 Time S 1 0 Figure 6 9 Band pass filtering time domain signal 109 After filtering the signal in the time domain appears to have improved as the high frequency noise was suppressed This can be seen in figure 6 9 The FFT waveform of the band pass filtered
19. 3 3 4 3 Surface tracking Acute surface contamination caused due to deposition of moisture water on the insulation surface can cause a substantial amount of electric current to flow in the surface film The current flow pattern is extremely complex Local concentrations of high current density can lead to high energy surface discharge causing the carbonisation of the underlying insulation surface The area of carbonisation continues to grow in a complex tree like pattern and burns deeper into the surface This can eventually lead to phase phase failure or phase ground failure Figure 3 9 shows the typical defects that can occur in the endwinding section of rotating machines Delamination at the bent weak areas Internal discharge Surface tracking Discharge between two gt coils of different phases Phase phase discharge Slot section Insufficient spacing 4 24 between different phases Grading tape at slot exit Figure 3 9 Typical defects in endwinding section Another significant cause of discharges in the stator endwindings is the endwinding movement or vibration The endwindings do not have the firm support of the stator core and are vulnerable to vibration The endwindings are supported with an endwinding bracing that is designed to prevent excessive movement in the presence of electromagnetic forces However if the motor is subjected to a frequent starting duty then there is a tendency for some limited freedo
20. 4m 6m 8m 10m 12m 14m 16m 18m 20m version 3 0 March 2010 For testing using USB DAQ devices Figure 8 7 Front panel of three phase USB DAQ system 8 5 Summary DAQ software developed for a three channel prototype system was capable of simultaneous acquisition of three phase PD data The software along with the associated hardware was tested in an industrial environment Modifications were made to accommodate continuous acquisition of PD data over a period of 50 cycles The performance of the system was compared with the existing StatorMonitor system with various gain setting and was found to be satisfactory The PCMCIA interface for DAQ systems is rapidly becoming obsolete Hence a new DAQ system with a USB interface was developed The program was also modified to maintain its compatibility with the StatorMonitor software The new system will need to be tested on actual machines to assess the performance 137 CHAPTER 9 DISCUSSION The data acquisition hardware for acquiring and storing PD pulses form an important part of any PD instrumentation system Equally important is software that is capable of filtering noise provides tools to view the PD data in different forms and allows statistical signal processing to aid the analysis process Another important feature of PD analysis software is the capability to display and analyse historical PD data which helps in trending the PD activity over time Some of these features
21. 500 KHz Some systems provide alarm features and connectivity options for incorporating the system within the plant SCADA Supervisory Control and Data Acquisition The system can send an alarm to the control room if the PD activity exceeds a user set threshold Although this feature looks very attractive it has experienced very limited success in the industry due to spurious alarms caused by external interference 68 Also such an alarm feature is applicable only for a continuous monitoring system and is not considered relevant for the new design e Relatively new systems have now started to offer connectivity options like USB and Ethernet that could be used for remote monitoring This feature definitely has its advantages and can lead to efficient maintenance Although this is a useful feature it will not be included in the new design at this stage This is due to the practical difficulties of implementing such a system Remote monitoring demands either individual data acquisition DAQ equipment per machine very expensive option or a centralised DAQ unit with multiplexed inputs from various machines A centralised DAQ unit with multiplexed input means longer cable runs Ethernet or fibre optic which can affect data quality Also remote monitoring requires secured intranet access to a client s server and this could pose certain issues for implementation 4 6 Summary A variety of techniques exist for the detection of PD Electrica
22. A 5 1 The software was interfaced with the hardware and tested under laboratory conditions with simulated signals The performance was found to be satisfactory The next stage was to carry out testing with real PD signals in an industrial environment 6 5 On site testing of the single channel system It was necessary to study the behaviour of the system in an industrial environment with real PD signals Unfortunately high voltage test facilities were not available within Dowding amp Mills Aberdeen or at Robert Gordon University Hence it was difficult to get access to real PD data However with the co operation of Dowding amp Mills field trip was arranged to a petroleum refinery plant in the UK This provided an opportunity to test an 11KV machine on site The main purpose of this field trip was to gather some real PD data and save it 102 6 5 1 The test set up The 11KV machine was already installed with permanently fitted Rogowski coils manufactured by Dowding amp Mills The coils were located very close to the machine terminals in the high voltage terminal box Due to the presence of high voltage in the machine terminal box it was necessary to terminate the output connections of the coil externally out with the main HV terminal box This eliminates the need of HV access during every test and makes the testing process safer The output from the three coils one per phase was terminated in a local terminal box with screw
23. Available at http www emersonprocess com home library articles oharmprocess pharmproc 550405 predmaint pdf Accessed 28 May 2009 Failure Identification and analysis for high voltage induction motors in petrochemical industry O V Thorsen M Dalva IEEE transactions on industry applications vol35 no 4 July August 1999 pp 814 W T Thomson A Review of On Line Condition Monitoring Techniques for Three Phase Squirrel Cage Induction Motors Past Present and Future Keynote address at IEEE Symposium on Diagnostics for Electrical Machines Power Electronics and Drives Gijon Spain Sept 1999 pp 3 18 Greg C Stone Edward A Boulter lan Culbert Hussein Dhirani Electrical Insulation For Rotating Machines Design Evaluation Aging Testing and Repair Wiley IEEE Press Jan 2004 Haddad A Warne D Advances in High Voltage Engineering Institute of Electrical Engineers Power and Energy Series 40 Published 2004 Bengtsson Marcus et al Technical design of condition based maintenance system A case study using sound analysis and case based reasoning Maintenance and Reliability conference Proceedings of the 8 Congress 2 5 May 2004 K Hatakeyama Rui Fransisco Martins Managing Incipient Faults in Rotating Machines based on Vibration Analysis and Fuzzy Logic presented at International Symposium on Management Enginneering Conference March 2006 Ron Barron Engineering Con
24. Chapter 1 Figure1 1 Figure1 2 Figure 1 3 Figure 1 4 Figure 1 5 Chapter 2 Figure 2 1 Figure 2 2 Figure 2 3 Chapter 3 Figure 3 1 Figure 3 2 Figure 3 3 Figure 3 4 Figure 3 5 Figure 3 6 Figure 3 7 Figure 3 8 Figure 3 9 Chapter 4 Figure 4 1 Figure 4 2 Figure 4 3 Figure 4 4 Figure 4 5 Figure 4 6 Figure 4 7 Figure 4 8 List of Figures Overview of different maintenance types Strengths and weaknesses of different maintenance strategies Air gap eccentricity Typical test set up for MCSA Sidebands generated due to rotor faults Typical operating conditions of insulation systems in rotating machines Movement of stator bar in relation to stator core Multistress ageing Simplified representation of partial discharge Different types of discharges Simplified model of a cavity in dielectric Sequence of internal discharges under a c voltage Surface discharges Failure modes in 3 phase stator windings Form wound stator coil Typical defects in slot section Typical defects in endwinding section Dielectric loss as function of voltage The Schering Bridge circuit Basic circuit of dielectric loss analyser Basic circuit for straight detection method Basic balanced detection method Rogowski coil PD measurement circuit for rotating machines Photograph of Rogowski coil inside motor terminal box Capacitive coupler detection circuit 6 12 13 18 22 30 32 33 34 35 37 39 40 43 45 52 53 54 55 56
25. JBPIO 19 ro lt lt Z 1410904 uo J 173 From Point 3 GND 240R Output Amplifier R35 3 9K Swe R34 2 7K R33 1 2K o Sua R32 47 R x SH R31 240R d 2 Output 0 ce A 3 4 Output amplifier 174 Reference Signal Circuit Reference Output ems 230 Volts input RI Ti OND A 3 5 Reference Signal Circuit Ground Connections Supply Graund Circult Ground n Ishorted ulih chassis Externol Ground Point A 3 6 Ground connections Appendix A 4 Circuit diagrams for three channel system 175 Input Amplifier R22 4 7K L X R23 3 4K m X R24 L 2K OF L 825 470R Or R26 240R R21 240R 4 2 Paint 1 __ 3 U7 R27 1K 5V GND A 4 1 Input amplifier 176 Output Amplifier H R35 4 1K C R34 2 7K O R33 1 2K L R32 470R 831 24GR 5 atts 7 Output 3 From Point 3 GNB lt C26 D AD8H55A R36 1K 5V A 4 2 Output amplifier Appendix A 5 LabVIEW program details 177 A 5 1 Single channel DAQ program This program is used for acquiring PD data from a single channel along with the reference sine wave for a period of 1 cycle i e 20 ms The data is acquired with a sampling frequency of 5 Ms S with a vertical resolution o
26. a period of 50 cycles The data acquired from each channel for 50 cycles was stored in individual files and each of these files required a memory of approximately 20MB This means a combined memory of approximately 80 MB will be required to store the raw PD data for just 1 test on 1 machine This memory requirement is considered too large for a practical PD measuring system A lot of PD analysis is dependant on the trending of PD activity requiring storing historical PD data for over a period of a few years impinging an enormous demand on memory required to store this data Hence there is a need for some method of data compression for storing PD data Another factor to be considered for data compression was to store the PD data in a format that could be used with the existing StatorMonitor analysis software This would be useful to benchmark the system performance The existing data storage format used by the analysis software had to be studied in order to establish the compression requirements and data formatting The existing analysis software reads the data that is stored in a binary format One of the most common methods of data storage in LabVIEW is the lvm format The lvm file format is a tab separated text file format which stores the ASCII values This makes it easy to parse and easy to read in a spreadsheet program like Microsoft Excel or a text editor like Notepad However the file format is not designed for high performance
27. a practical investigation of inter turn insulation failure Champion caused by the contamination of voids between the conductors and ground wall insulation in the endwinding region 3 3 4 2 Phase to phase discharge Phase phase discharges can occur if the stator coils of different phase groups have insufficient spacing between them However the spacing of the coils in the endwinding region is normally designed in such a way that during normal operation the discharges are unlikely to occur between coils of two different phase groups But it is difficult to ascertain that this will not happen as phase phase discharges are found to occur from time to time particularly on machines with high voltage ratings 9 Again this type of discharge activity is not a problem as long as the coil surfaces are clean and dry This is because a clean insulating surface is a poor conductor of current and the discharges have relatively low energy and cannot cause a rapid erosion of insulation However the deposition of conductive surface contamination significantly reduces the surface resistivity and increases the effective surface area feeding current to the discharge correspondingly increasing the discharge energy It is commonly found that the solid contaminants have a tendency to be deposited on surfaces between phase groups due to electrostatic attraction to the high field region instigating the occurrence of discharges between different phases 44
28. above relation is only valid for high operating temperatures Every insulation material has a threshold below which no thermal ageing will occur As the degradation process is an oxidation chemical reaction the higher the temperature the faster the chemical reaction and the shorter the time to degrade the insulation High temperatures do not always have adverse effects in the form of thermal stress In certain cases the stator windings at high temperature can be beneficial High temperatures will prevent moisture from settling on windings thus reducing the risk of electrical tracking failures Additionally at high operating temperatures the insulation may swell reducing the size of any air pockets within the insulation and decreasing the partial discharge activity 30 2 2 2 Mechanical Stress The stator windings of a rotating machine are subjected to a large amount of electromagnetic forces These forces are generated by the interaction of current carried by the stator windings and the magnetic field in which the conductors are located The resultant electromagnetic forces generated vary sinusoidally at twice the supply frequency These cyclic forces cause the copper conductors as well as the entire coil to vibrate at twice the supply frequency primarily up and down in the slot There is also a force in the circumferential direction caused by the rotors magnetic field interacting with the current in the stator bar Figure 2 2 shows the relat
29. around five to seven times the normal current required 19 to run under full load conditions This problem is of particular relevance to large hydro generators subject to peak duty large gas turbine generators and pump storage machines The random wound stators are unlikely to experience this problem A changing load will cause a change in the stator winding temperature If the temperature changes quickly due to sudden load changes the copper conductors will expand axially However the stator insulation materials have a lower coefficient of thermal expansion compared to copper The difference between the thermal expansion coefficients of copper conductors and ground insulation causes the copper to grow more rapidly than the groundwall insulation resulting in relative axial movement between the copper and insulation These movements from thermal expansion and contraction after many load cycles exert a mechanical stress on the insulation This may eventually result in breaking the bond between the copper and insulation It has been demonstrated that a duty of arduous nature can result in serious delamination taking place either within the dielectric structure or between the mainwall insulation and the conductor stack if the insulation is not properly designed and manufactured 25 9 The thermoplastic insulation system composed of mica splitting bonded with asphalt or varnish are more prone to thermal cycling failure Modern insulation systems co
30. chemical analysis in a laboratory to detect the dissolved gases in oil An assessment is made based on the gases present and their respective concentrations The Duval triangle 457 is one such diagnostic method used for oil insulated high voltage equipment High Performance Liquid Chromatography HPLC is another technique that is used for detection of bi products generated by degradation of paper insulation The insulating paper used for the windings of power transformers contains cellulose as its main constituent Cellulose is a natural polymer of glucose Cellulose can degrade under the presence of heat moisture and oxygen Cellulose degradation reduces the degree of polymerisation destroys interfibre bonding and causes loss of mechanical strength 8 Furans are major degradation products of leading to tearing and defibrillation cellulose insulation paper The HPLC technique can be effectively used to monitor the formation of furan components during the ageing of the cellulose insulation paper as demonstrated by Unsworth and Mitchell 92 However chemical testing has limitations It only provides an integrated measure of PD activity It provides very little information about the nature intensity extent or location of PD 9 89 48 4 2 2 Acoustic detection The principle of acoustic PD detection is the detection and recording of the pressure waves generated by discharge within the insulation A discharge results in the instantaneo
31. conductors from the grounded stator core A semiconductive coating carbon loaded tape or paint is applied over the ground wall insulation in the slot region This coating often referred to as the corona screen prevents partial discharge that could occur in any air gap between the surface of ground wall insulation and the side of the stator slot A stress grading tape silicon carbide powder is applied at the slot exit overlapping the slot conductive coating and extending 10 15 cm into the end winding region The stress grading tape is designed to reduce the risk of partial discharge by reducing the electric stress along the surface of the coil from the line voltage in the end winding region to nearly ground potential where it joins the slot semi conductive coating After inserting all the coils in the stator the stator slots are wedged to prevent any coil movement Similarly the end windings outside the stator slot are supported by a bracing ring usually made of steel and insulated epoxy Finally the stator windings are impregnated with resin and cured using a technique called Global VPI 7 This process helps in eliminating voids except very small in the insulation and to bond the main wall and conductor together Depending on the various types of stress operating within a rotating machine and the condition of various insulation structures of the stator coils the defect can either be located in the slot section or the end winding region a
32. external magnetic interference 61 4 4 3 Radio frequency current transformer The Radio Frequency Current Transformers RFCT has been used for on line PD 2 The Rogowski coil and the are both inductive type monitoring of machines sensors and are closely related to each other but there exists a functional difference The RFCT produces an output current that is proportional to the primary current whereas a Rogowski coil produces an output voltage that is proportional to the rate of change of primary current The relationship between the induced secondary current and the primary current is given by the following equation where ny number of turns in primary winding ns number of turns in secondary winding The high frequency signal generated by PD propagates through the stator winding and supply cables and is detected by the RFCT as high frequency transients The output from the RFCT can be connected to a CRO or any commercially available equipment By construction the RFCT is again very similar to the Rogowski coil apart from the fact that the RFCT has a core that is made of magnetic material like ferrite The RFCT can be designed to work with a frequency of about 100 KHz up to 100MHz The core material determines the low frequency operating limit whereas the upper frequency is limited by the inductance of the circuit Although the magnetic material in the core increases the sensitivity of the output it adversely aff
33. hundreds of PD pulses generated each second With the advancements in technology it is now possible to acquire an enormous amount of PD data on a pulse by pulse basis and analyse them using various signal processing techniques There are two basic approaches for electrical PD detection 1 Power loss detection 2 Detection of current pulses 4 3 1 Power loss detection methods A PD event is accompanied by emission of energy in various forms i e acoustic heat light RF etc This implies that each PD event must absorb a certain amount of energy from the power frequency voltage to source the energy dissipated in a PD pulse The measurement of this lost energy expressed as loss tangent tan provides an overall indication of dielectric losses and the general condition of the insulation gt gt 99 This is a constant value for low voltages below PD inception voltage but will begin to rise at higher voltages beyond PD inception voltage resulting in higher dielectric losses as indicated in figure 4 1 A sudden increase of loss tangent is attributed to internal discharges Generally many discharges are required to obtain an observable increase in tan 6 51 U is the inception voltage tan 6 gt Figure 4 1 Dielectric loss as function of voltage The dissipation factor tan is measured with a balanced bridge type instrument like Schering bridge or a derivative Figure 4 2 shows a typical Schering bri
34. n number of turns per unit length The product of A n is called the mutual inductance of the coil 59 Hence in order to obtain a voltage signal that is proportional to the current waveform it is necessary to integrate the coil output Veo Electronic integrators consisting of passive integration networks are used for this purpose It is also possible to design a self integrating Rogowski coil by using a low resistance as terminating impedance 419 There are two popular forms of Rogowski coil designs One is a coil wound on a rigid toroidal core intended for permanent installation and high precision measurements A clip on version of the rigid toroid is also available and can facilitate ease of installation The second design is the coil wound on a flexible core They are compact in design and versatile However the rigid core coil provides better accuracy as the flexible coil is 119 prone to change in characteristics due to turn displacement 9 The geometry of the coil plays an important role in the electrical performance The sensitivity of the Rogowski coil can be increased by having multi layered coils But this increases the inductance which has a detrimental effect on the bandwidth 779 The application of Rogowski coils for detecting PD is popular in the UK North Sea oil amp 109 110 general arrangement of Rogowski coil PD detection circuit for gas industry rotating machines is
35. of insulation life of electrical systems and most relationships are variations of the above two models Brancato published a paper 59 summarising the various voltage endurance relations and stated the belief of many researchers that there is no deterioration of insulation below discharge inception voltage thus increasing the insulation life significantly Modified versions of the above equations have been developed 51 52 that provide a better approximation of insulation life 26 2 2 4 Environmental Stress There are many environmental factors that can influence the insulation ageing of stator windings Some of the factors are moisture condensed on windings oil from bearings high humidity aggressive chemicals leading to reaction abrasive particles dirt and debris such as coal dust cement sand etc and radiation if the machine is used in the space environment or nuclear reactor Of all the above factors the contamination and pollution of insulation surfaces is the most common cause of degradation Surface contamination usually associated with deposits of grime salt or dampness on the insulation surface can lead to intense surface discharge and tracking As explained by Dymond et al 99 the process of tracking is accelerated in humid conditions A moisture film on the polluted surface will permit a localised flow of leakage current The nature and extent of pollution determines the magnitude of the leakage current The flow
36. on Electrical Insulation Feb 1978 Vol 13 No 1 pp 14 24 Petersons Transformer Ratio Arm Bridge for Measuring Large Capacitors Above 100 Volts IEEE transactions on Power Apparatus and Systems May 1968 Vol 87 No 5 pp 1354 1361 http www eltelindustries com webadmin PDFs 22042009105422732 pdf accessed on 15th Jan 2010 Stephenson J N Measurement of Partial Discharge Pulses in a High Voltage System BSc Thesis Robert Gordon s Institute of Technology April 1987 pp 36 Simons J S Diagnostic testing of high voltage machine insulation A review of ten years experience in the field IEE Proceedings on Electric Power Applications May 1980 Vol 127 No 3 pp 139 154 Kouadria D The ageing and breakdown characteristics of electrical machine insulation materials PhD thesis The University of Brighton in collaboration with Dowding amp Mills March 1998 164 103 104 105 106 107 108 109 110 111 112 113 114 115 Kreuger F H Gulski E Krivda A Classification of partial discharges IEEE transactions on Electrical Insulation Dec 1993 Vol 28 26 pp 917 931 Gulski E Kreuger F H Diagnostics of insulating systems using statistical tools Conference record of IEEE International Symposium on Electrical Insulation Baltimore MD 7 10 June 1992 pp 393 396 Hudon C Belec M Partial di
37. or very large data sets A binary file format such as HDF5 is used for very large data sets as their disc footprint is smaller compared to ASCII format The NI HWS file format is based on HDF5 file format and specifically designed for use with modular instruments developed by National Instruments Hence the NI HWS format was used to store the site testing data But the NI HWS file format was also considered incompatible as the existing software reads the data in a particular order in binary format 132 The analysis software reads data values from 2D array and the stored data has to be in a binary format The array format is shown in table 8 1 The resolution of data is 1024 points per cycle and 100 cycles of data are required to run the analysis routine As the software reads 1024 points per cycle the existing data resolution of 100 000 points per cycle will have to be reduced to 1024 points by means of a data compression technique without losing any important information This meant a reduction of data resolution by a factor of 98 An algorithm was developed for performing the data compression The raw PD data was divided into small windows of 98 elements and the highest value in the data set preserved The LabVIEW code from this program is given in Appendix A 5 5 Table 8 1 Data storage format for StatorMonitor PD analysis software Reference PD Data bis PD Data sine wave Red phase phase Bl
38. phase unit 119 Figure 7 4 b Internal assembly of 3 channel hardware system Like the single channel system the provision of connecting the main circuit ground to supply earth point or to an external earth point was also provided in the system 7 6 Analogue to digital converter The 5102 DAQ card that was used for the single channel system has two simultaneously sampled input channels However for implementing a 3 phase system four simultaneously sampled channels are required 1 reference signal and 3 phase signals necessitating the use of two DAQ cards The NI 5102 DAQ cards have a provision to synchronise more than one DAQ card through the synchronising input 120 called PFIO This makes it possible to initiate an acquisition simultaneously on both cards A connector box was made that was suitable for BNC inputs from the signal conditioning unit and interfaced the DAQ cards to the laptop through PCMCIA interface as shown in figure 7 5 NI 5102 b Diis NATIONA L INSTRUMENT me NATIONAL instrumenrs 7 5 7 7 Summary A three channel prototype hardware for detecting PD has been developed on the basis of a single channel system Some of the issues that were highlighted during the testing of the single channel system have been taken into consideration while designing the new system The hardware was developed on
39. s Institute of Technology September 1987 Stone G C Lyles J F Braun J M Kaul C L A thermal cycling type test for generator stator winding insulation IEEE Transactions on energy conversion Vol 6 No 4 December 1991 pp 707 713 Stone G C Gupta B K Lyles J F Sedding H G Experience with accelerated ageing tests on stator bars and coils Conference record of the 1990 IEEE International Symposium on Electrical Insulation Toranto Canada 3 6 June 1990 pp 356 360 158 27 28 29 30 31 32 33 34 35 36 37 38 39 Montsinger V M Loading transformers by temperature AIEE transactions Vol 49 No 2 April 1930 pp 776 790 Life expectancy of motors in mild nuclear plant environments EPRI report NP3887 Feb 1985 Dakin T W Electrical insulation deterioration treated as a chemical rate phenomenon AIEE transactions Vol 67 No 1 Jan 1948 pp 113 122 Kutz M Lyles J F Stone G C Application of partial discharge testing to hydro generator maintenance IEEE transactions on power apparatus and systems Vol PAS 103 No 8 Aug 1984 pp 2588 2597 Edwards D G Planned maintenance of high voltage rotating machine insulation based upon information derived from on line discharge measurements International conference on life management of power plants Edinburgh 12 14 Dec 1994 pp 101 107 Maughan C V Gibbs E E Gia
40. shown in figure 4 6 Figure 4 7 shows a photograph of typical installation of Rogowski coils within a motor terminal box pee Ems md a a gt Rotating Machine HV terminal Rogowski 77 gt Coil Local Terminal Box Partial Discharge Measurement Unit Coil terminal 1 1 1 1 HV terminal Figure 4 6 Rogowski coil PD measurement circuit for rotating machines 60 Figure 4 7 Photograph of Rogowski coil installation inside a motor terminal box Courtesy Dowding amp Mills Given below are some advantages and disadvantages of using Rogowski coils for PD detection Advantages It does not need a magnetic core so the output signal is not affected by saturation effects Hence it is highly linear even when subjected to large primary currents It has a low inductance and hence can respond to fast changing currents enabling a high bandwidth measurement It can be made open ended and flexible allowing it to be wrapped around a live conductor without disturbing it making it completely non intrusive A correctly formed coil with equally spaced windings is largely immune to electromagnetic interference Reduced size compared to an equivalent current transformer Disadvantages The sensitivity of the Rogowski coils is lower when compared to the radio frequency CT and the capacitive coupler 079 If not designed properly it is susceptible to
41. system 5 5 1 Signal conditioning requirements Filtering and amplification are an integral process of any Data Acquisition DAQ system Generally in relation to DAQ systems filtering is mainly used to prevent the aliasing of signals that are out of band of interest It is a common practice to have an anti aliasing filter AAF prior to the A D conversion to remove the frequency components that are beyond the ADC s range The AAF is actually a low pass filter that is designed to provide a cut off frequency to remove the unwanted signal from the ADC input or at least attenuate them to a point where they will not adversely affect the sampled performance A measured signal can contain noise from various sources i e electronic current and voltage noise radio interference noise mains coupling or aliasing Filtering the noise from the signal of interest is a critical to signal measurement Generally speaking signal filtering function can be provided in analogue domain and or digital domain Analogue filters are typically implemented prior to analogue to digital conversion In contrast digital filtering is implemented after analogue to digital conversion Each type of filtering has its own applications Digital filtering can minimise noise injected during 76 28 Analogue filtering is not capable of doing this However if the conversion process the measured signal is coupled with any external high frequency signals then they have to be filte
42. terminals However the development of permanently installed couplers connected to the machine terminals has proven to be a well known approach for discharge detection in rotating machines 09799 Sedding et al 1 developed a PD coupler called a Stator Slot Coupler that can be used with an ultra wideband system for reliable discrimination of PD signals from noise in turbine generators The inductive techniques are typically of narrow band types and use inductive sensors like radio frequency current transformers or Rogowski coils They are clipped round the line end of the winding at the terminal box of the motor and are electrically isolated making it a completely non invasive technique However the ringing output can 109 110 have described the severely limit the pulse resolution Kouadria amp Watt application of a PD detection system that uses Rogowski coils as sensors for detection of discharge activity in rotating machines and presented various case studies 1133 Stone and The RF emission from PD activity can be detected by aerial techniques Sedding 27 have reported the use of a TVA Tennessee Valley Authority probe to locate discharge sites in rotating machines by detecting RF energy Although measurements made by the TVA probe is an effective means to get a detailed evaluation of the condition of a winding it is an off line technique that requires long measurement and disassembly time 479 Electrical detectio
43. the 149 existing StatorMonitor system which is an already proven system in the industry but the design is becoming obsolete The performance of the new three channel system was found to be satisfactory The software was further modified for acquiring PD data continuously for 50 cycles This is necessary for the statistical processing of PD signals As the data was sampled with a high sampling rate of 5 Ms S the resultant file size for a complete data set for 50 cycles was very high and impracticable A data compression technique was developed to reduce the file size while preserving the important PD data The DAQ card used for the design was interfaced with a laptop computer using the PCMCIA bus which is now obsolete A new DAQ program has been developed for use with USB DAQ cards The program was also modified to make the PD storage format compatible to the existing StatorMonitor analysis software which will again help to benchmark the performance of the new system Although the progress of the project was hampered due to the lack of high voltage test facilities the opportunity for conducting practical site test was considered advantageous Albeit arranging for site tests was tedious and time consuming During the course of this project most efforts were concentrated on acquisition and storage of PD data rather than the actual analysis However it was learnt through literature review and practical on site experience that the interpret
44. the corona screen and earth This increases the surface resistivity resulting in a high surface potential that may eventually cause a discharge Discharge to the slot walls will occur when the electric field in the gap is higher than the breakdown strength of the gas This is dependant on the nature and the pressure of the gas and also on the width of the gap However it is known that the regions where the semiconducting surface coating becomes isolated from the earth connected via stator walls the discharge magnitudes will increase substantially This is due to the high energy content caused by the relatively large effective value of capacitance involved The investigation undertaken by Jackson and Wilson 2 identified different forms of slot discharges in high voltage motors and generators and highlighted various factors that affect the slot discharge activity The study reported that if there is a large air gap between the insulation surface and slot wall gt 0 2mm discharge from the bare insulation to the earthed coating will erode the coating and extend the damaged area The removal of the surface coating allows discharge between the insulation surface and the slot wall reducing the service life of insulation Figure 3 8 shows the typical defects than can occur with the slot section of a rotating machine The de lamination of conductor insulation can cause inter turn fault Internal voids are invariably present within the insulating m
45. the internal discharges In the case of an epoxy insulation bar which had more surface discharges the application of humidity caused a noticeable decrease in surface discharge In certain cases the above stated environmental factors in themselves do not cause deterioration but when combined with other stress mechanism can lead to degradation For example the oil moisture and dirt combination can get collected in the stator ventilation passages and in the endwindings to block the cooling airflow thus increasing the risk of thermal deterioration The presence of oil can act as lubrication and facilitate increased movement of the stator bars within the slot leading to insulation abrasion Chemicals such as acids paints and solvents can decompose the insulation and reduce its mechanical strength 2 2 5 Multifactor Stress The stress mechanisms described above will be present in any harsh operating environment and may operate singularly or in combination to deteriorate the insulation system For example the operating voltage of a rotating machine not only causes electrical stress but the winding insulation is also subject to thermal stress as a result of conductor heating due to current flowing through it Thus the insulation system undergoes ageing due to a combination of electrical stress and its associated thermal effects In addition mechanical stress may be present due to induced vibration or the difference in expansion coefficients The simu
46. the signal spectrum and may help to identify the source of noise The results of the FFT analysis are shown in figure 6 5 It can be seen from the FFT spectrum graph that the main fundamental noise frequency is present at 40KHz This noise also appears at the harmonic frequencies of the fundamental i e 80KHz 120KHz 160KHz and so on It is inferred from the FFT spectrum that the noise is possibly being caused due to multi speed motor drives or some form of switching device connected on the same power line The multi speed drives use a high frequency carrier signal for achieving speed control and this carrier frequency may be the source 105 FFT RMS FFT Peak 0 03 0 028 0 026 00242 0 022 0 027 0 016 Amplitude V 0 0145 0 0124 0 01 0 008 0 006 0 004 0 002 a CC TERRENCE 16100 2 180000 200001 220000 240000 260000 280000 300000 Frequency Hz Figure 6 5 FFT spectrum of the acquired PD signal Attempts were made to filter out the interference present within the frequency band of interest using two different techniques and are presented below 6 5 3 1 Filtering Noise Method 1 The acquired data was first subjected to an Amplitude base filtering technique Minimum and maximum threshold limits were set and the waveform was analysed on a sample by sample basis Any waveform value beyond the set threshold value is assumed to be noi
47. thermal stress mechanical stress electrical stress and environmental stress In any rotating machine the stated stresses can be present constantly or for a brief period transients The constant stresses include the operating temperature thermal stress the supply frequency voltage electrical stress and the magnetically induced mechanical stresses The ageing caused due to constant stresses is often referred to as intransitive ageing and is usually a slow degradation process proportional to the number of operating hours of the machine Transient stresses include direct on line starting of motor out of phase synchronisation of generators lightning strikes 18 electrical surge caused due to faults etc Ageing caused due to such stresses is referred to as transitive ageing and usually causes rapid degradation of insulation depending on the number of transients the machine experiences 2 2 1 Thermal Stress Thermal stress is one of the most distinguished causes of the gradual degradation of insulating materials and is often a reason for the failure of stator windings particularly in air cooled machines The thermal stress can be described as the ageing process due to a high temperature environment leading to resistive losses or chemical instability of the insulation Thermal stress is caused due to a number of reasons like overloading voltage variations blocked ventilation ducts voltage imbalance and ambient tempera
48. to measure the inherently low amplitude PD signals However the gain needs to be variable in order to accommodate small as well as large amplitudes of PD After filtering and amplification the signal is then digitised using an A D converter The A D converter was implemented by using a readily available data acquisition card that 72 supports high a sampling rate sufficient for acquiring the high frequency PD signals A reference signal is generated using one of the phases from the three phase mains supply by means of a step down transformer The reference signal is necessary to trigger the acquisition and also provides phase related information regarding discharges The reference signal is also digitised simultaneously along with the signal from the Rogowski coil The digitised data is then displayed and stored within the host computer An attempt was made at all stages of development for the design to be as flexible as possible in order to facilitate any design changes or further expansion The following section provides a detailed description of individual components of the system 5 4 The Rogowski Coil The operating principle and the advantages of using a Rogowski coil as a PD sensor has already been discussed in chapter 4 The design of the coil has a significant effect on its performance particularly in relation to its bandwidth and sensitivity Usually a trade off is made between bandwidth and sensitivity to achieve optima
49. to the fact that they are fixed in the slot end and are allowed a number of degrees of freedom The endwindings in two pole and four pole machines are usually longer hence are more prone to the effects of vibration As shown in figure 2 2 the movement from vibration can be in radial and axial directions The end winding bracing is designed to prevent excessive movement in the presence of electromagnetic forces However the mechanical stress in the end windings from vibrations is significant during the start up of the machine It is a known fact that during the start up a machine draws up to 7 times the normal running current resulting in electromagnetic forces that can be 49 times F I the magnitude experienced during normal service After a large number of starts or frequent transients the endwindings may gradually loosen over time allowing movements between the endwinding components Such vibrations can also cause fatigue cracking of copper connections Other external vibration caused due to mechanical problems such as bearing failure shaft or coupling deflection and rotor to stator misalignment can cause mechanical 22 damage to the endwinding insulation In an extreme case the rotor can strike the stator and the rotor force can cause the stator laminations to puncture the coil insulation resulting in a grounded coil In order to minimise vibration the bar is supported continuously along the length of the slot by wedges t
50. user to select to select files to read in the chronological order of reference signal followed by red yellow and blue phase data Read the data from selected files and display them on the graph Stop state Stop waiting for any user input and exit the program The LabVIEW block diagram is shown in figure A 4 184 SSI Figure A 4 LabVIEW block diagram Three phase continuous data acquisition A 5 5 Data compression program The original raw data is acquired with a sampling resolution of 5 Ms S resulting in very large file size This program compresses the data by selecting the highest sample value in a window of 98 samples The resultant array is reduced from 100 000 samples to 1024 samples for a period of 20 ms The reduction factor of 98 is chosen in order to make the data compatible with the existing StatorMonitor PD analysis software The LabVIEW block diagram is shown in figure A 5 Pseudo code vi vii viii Prompt user to select a data file to read the reference signal Read the file and display the original waveform on the graph Convert all values from the waveform array to absolute values Divide the complete array into individual sub arrays with 98 elements in each sub array Obtain the index value of the highest element in each sub array Adjust the index values to address the highest values in the original array i e add 98 to second value 196 to third value and so on Using the inde
51. x40 Maximum amplifier gain x2700 x40 x90 x120 x180 x300 x450 x600 Gain steps x900 x1200 x1800 x2700 Digitiser unit specifications Data acquisition card No of data acquisition channels 4 channels with simultaneous sampling DAQ resolution 8 bits min Minimum sampling frequency 3Ms S The gain steps highlighted in blue are currently available in the existing StatorMONITOR unit However these settings are too far apart to efficiently accommodate discharge signals of various amplitudes Based on the past experience of Dowding amp Mills in measuring PD from rotating machines it was decided to have some intermediate gain steps as shown in Table 5 1 The initial implementation of the project will be done using a DAQ card with a resolution of 8 bits with a possibility of expanding to 12 bits in future A resolution of 12 bits will place more stringent requirements on the filtering stage An 8 bit DAQ card will need a stop band attenuation of 48 dB whereas a 12 bit DAQ card will demand a stop band attenuation of 72 dB Hence the hardware will be designed to accommodate a 12 bit system With the establishment of the hardware specifications the next section deals with the system block diagram and the actual design aspects of individual sections of the signal conditioning unit 71 5 3 System Hardware Overview The final objective of this project was to develop a hardware system that was capab
52. 0 Alexandria Virginia 13 amp 14 September 2000 paper 4 Robles G Argueso M Sanz J Giannetti R Tellini B Identification of parameters Rogowski coil used for the measurement of partial discharges Proceedings of IEEE Conference on Instrumentation and Measurement Technology 1 3 May 2007 pp 1 4 Ramboz J D Machinable Rogowski coil design and calibration IEEE Transactions on Instrumentation and Measurement April 1996 Vol 45 No 2 pp 511 515 Brown A J Condition monitoring of HV electrical rotating plant on line partial discharge techniques IEE Colloquium on Understanding your Condition Monitoring Chester April 1999 pp 1 1 1 3 Harrold R T Emery F T Radio Frequency Diagnostic Monitoring of Electrical Machines IEEE Electrical Insulation Magazine March 1986 Vol 2 No 2 pp 18 24 Smith W R Online condition monitoring of HV electrical rotating plant A comparison of techniques IEE ImechE international conference on Power Station Maintenance Profitability through Reliability Edinburgh 30 Mar 1 Apr 1998 pp 71 74 Zhu H Green V Sasic M Haliburton S Sensitivity improvement of capacitive couplers for on line partial discharge testing in rotating machines IEEE Conference on Electrical Insulation and Dielectric Phenomena Minneapolis 19 22 Oct 1997 Vol 2 pp 534 537 Green V Sasic M Wright B Summa
53. 017 0 018 0 019 0 02 Time S Figure 6 6 Amplitude based filtering time domain waveforms The FFT waveforms in figure 6 7 indicate that the 40KHz noise and its harmonic frequencies have a reduction in amplitude due to the filtering process but have not been completely eliminated The fallacy lies with the method of filtering adopted For example if a noise pulse has a frequency of 40KHz or its harmonic frequency and an amplitude of less than 0 25V then it will still be retained in the original waveform Hence there is only a reduction in the overall amplitude of noise pulses There is another disadvantage associated with this method of filtering For example if a PD pulse has amplitude greater than the set threshold it will be set to zero value and the pulse would be lost The PD pulses with higher amplitudes are of paramount importance as they contain higher energy to cause insulation damage and should not go undetected Additionally a skilled user would be required to set the appropriate threshold limits Even then this might seem an impossible task where the amplitude of PD pulses and noise pulses are in a similar range Hence amplitude based filtering method is not considered to be a preferred method for filtering noise 107 FFT Without Filtering Lia idant dain alta n a on nant 40000 60000 80000 100000 120000 140000 160000 180000 200000 220000 240000 260000 280000 300000 Frequenc
54. 1 Cable type 1 Solid core ferrite 1 Solid core 2 Epoxy Mica insulated type 2 Split core ferrite type 2 Split core type Sensitivity the best sensitivity Better than Rogowski coil Has the least sensitivity Performance p 1 Sensitivity depends on the type and grade of the Sensitivity depends on the number of windings y prop ferrite material used and has a directly proportional relationship relationship Requires direct connection to the HV Installed around the cables and require no direct Installed around the cables and require no direct Installation terminals Shut down required for connection to the HV terminals No shut down connection to the HV terminals No shut down installation required for installation required for installation Comparatively bigger for the similar specification Comparatively small for a similar specification of Size Smallest compared to the other two types of Rogowski RFCT Linearity N A Less linear compared to Rogowski coils Output is very much linear Being air cored it does not saturate at high Saturation N A Saturates at high currents thus NOR SUNADI gr currents making it suitable for machines with Limits machines with high current rating hi igh current rating The larger the system and plant System capacitance s relative to the coupler The higher the system capacitance the higher the Capacitance capacitance the lower the sensitivity of the coupler
55. 2 1 Breakdown maintenance 1 2 2 Preventive maintenance 1 2 3 Predictive maintenance Condition based maintenance 1 28 4 Factors for the implementation of condition monitoring Faults in high voltage induction motors 1 3 1 Bearing faults 1 3 2 Rotor faults 1 3 3 Stator faults Condition monitoring methods 1 3 1 Vibration monitoring 1 3 2 Phase current monitoring 1 3 3 Partial discharge monitoring Objectives of the project Chapter 2 Ageing of Insulation Systems 2 1 2 2 Introduction Ageing and stress mechanisms 2 2 1 Thermal stress 2 2 1 1 Iso thermal stress 2 2 1 2 Thermal cycling V Page xiv N NO A Xo a A 17 17 17 19 19 19 2 3 2 2 2 Mechanical stress 2 2 3 Electrical stress 2 2 4 Environmental stress 2 2 5 Multifactor stress Conclusion Chapter 3 Partial Discharge Theory 3 1 3 2 3 3 3 4 Introduction Types of partial discharge 3 2 1 Internal discharges 3 2 1 1 Analogue discharge circuit 3 2 1 2 Discharge sites 3 2 2 X Surface discharges 3 2 3 Corona discharges Partial discharge theory applied to stator windings 3 3 1 Insulation breakdown mechanisms in stator windings 3 3 2 Defect locations 3 3 3 Slot discharges 3 3 4 Endwinding discharges 3 3 4 1 Endwinding internal discharges 3 3 4 2 Phase phase discharges 3 3 4 3 Surface tracking Summary Chapter 4 Partial Discharge Detection 4 1 4 2 4 3 4 4
56. 60 61 63 5 Figure 5 1 Figure 5 2 Figure 5 3 Figure 5 4 Figure 5 5 Figure 5 6 Figure 5 7 Figure 5 8 Figure 5 9 Figure 5 10 Figure 5 11 Figure 5 12 Figure 5 13 Figure 5 14 Figure 5 15 a Figure 5 15 b Figure 5 16 Chapter 6 Figure 6 1 Figure 6 2 Figure 6 3 Figure 6 4 Figure 6 5 Figure 6 6 Figure 6 7 Figure 6 8 Figure 6 9 Figure 6 10 Figure 6 11 Figure 6 12 Chapter 7 Figure 7 1 Figure 7 2 Figure 7 3 General block diagram for computer based PD detection system Basic block diagram of single phase monitoring system Rogowski coil and installation RC circuit for generating pulses Set up for testing response of PDC 85 Rogowski coil Pulse response of PDC 85 coil Different configuration of DAQ system Passive single pole low pass filter Anti aliasing filter characteristics Desired response of AAF filter Sallen Key second order low pass filter circuit Practical frequency response of the AAF Frequency response of the combined band pass filter Frequency response of input variable gain amplifier Front panel of single channel hardware system Internal assembly of single channel hardware system Complete block diagram of single phase system Front panel of single phase acquisition program Test set up for single phase data acquisition PD data acquired with different gain settings Typical banded discharge activity FFT spectrum of acquired PD signal Amplitude based filtering time domain wav
57. Assuming Ray 12KQ 1 07 Gost M 12KQ Ry 8400 8200 nearest preferred value Worst case gain values for A assuming a tolerance value of 1 for resistors 1 S482 1 067 Lowest value 12 12KQ 82820 _ 1 07 Highest value 11 88KQ Hig 2 Section a l 1 586 0 707 Assuming Ra 1KQ 1 586 1 1 7 Ry 5860 560 nearest preferred value Worst case gain values for assuming a tolerance value of 1 for resistors 554 40 5 1 1 549 Lowest value 1010KQ 565 60 1 1 571 Highest value T 0 99KQ Hig 85 3 Section 9445 1 932 Assuming 6800 2 482 1 6800 7 R 1 008 1KQ nearest preferred value Worst case gain values for assuming a tolerance value of 1 for resistors an 1 208 2 442 Lowest value 686 80 10100 1 2 5 Highest value 67320 Hig The total calculated theoretical gain A of the 6 order filter would be A A xA xA A 1 068 x 1 56 x 2 471 4 12 7 12 29 Lowest worst case gain value 2 A 21 067 x1 549 x 2 442 2 4 036 A 12 12dB Highest worst case gain value 7 1 07x1 571x 2 5 Ay 4 202 Ay 12 47dB The prototype circuit was built to evaluate its performance The complete circuit diagram is given in Appendix A 3 2 The frequency response of the filter is shown in
58. C 85 Protection Ex Il 2 EExe II T6 Operating Temperature Range 20 to 60 C Design Approval BASOOATEX2051 Standards BSEN IEC 60079 0 7 14 Housing Material Aluminium Diameter O outer 159mm Dimension window 85mm Dimension W depth 40mm Dimension L Cable Loop 250mm Max Weight inc Cable 2 3kg Protection Degree IP54 Earthing 6mm External Connection Signal Cable RG59 GSWB CSP Cover Standard Signal Cable Length 3M Signal Cable Gland E1XF M16 Bicc473AA51 Maximum Current 1000A Primary Maximum Current 53 8ma Secondary Open Circuit Voltage 250mV Sensitivity 0 1mV A System Operating Voltage gt 4000v Energy Dissipation Worst case 295J Short Circuit 1sec Terminating Impedance 500 CTI 800 170 Appendix A 3 Circuit diagrams for single channel system GNO 1 3 PRI seca Input n 4 RIMP s cr OND Input Amplifier m A A 3 1 Input amplifier 171 R2 470R RZ 240R 9 2 Point 1 TLI From Point 1 4th Order High Pass Filter ui GND A 3 2 4 Order high pass filter Point 2 14104 ssed J9pJO 9 V 4d I4 5504
59. Dielectric Materials Bali June 2006 pp 195 198 Kemp l J Partial discharge plant monitoring technology present and future developments IEE Proceedings Science Measurement amp Technology 1995 Vol 142 No 1 pp 4 10 Lundgaard L E Partial discharge XIV Acoustic partial discharge detection practical application IEEE Electrical Insulation Magazine Vol 8 No 5 Sept Oct 1995 pp 34 43 Lundgaard L E Runde M Skyberg B Acoustic diagnosis of gas insulated substations a theoretical and experimental basis IEEE Transactions on Power Delivery 1990 Vo 5 No 4 pp 1751 1759 http www plant maintenance com articles partialdischarge pdf accessed on 24th July 2008 http scholar lib vt edu theses available etd 05122003 161802 unrestricted thesis fin pdf accessed on 6th September 2008 Deheng Zhu Kexiong Tan Xianhe Jin The study of acoustic emission method for detection of partial discharge in power transformer Second International Conference on Properties and Applications of Properties and Applications of Dielectric Materials Beijing China 1988 Vol 2 pp 614 617 Schwarz R Muhr M Modern technologies in optical partial discharge detection Conference on Electrical Insulation and Dielectric Phenomena 2007 pp 163 166 163 91 92 93 94 95 96 97 98 99 100 101 102 Xn Yang Yn Ming Cao Xiaolong Qiu Changrong C
60. IEW Version 8 2 Hardware vohtral Configure and control NI 5102 data acquisition card via requirements PCMCIA interface e Data to be acquired from 2 channels reference signal Ch1 PD data Acquisition Sampling Frequency 5 Ms s Requirements Voltage Range 2V e Acquisition period 20ms one cycle 4 push buttons for Acquire Write Read and Stop functions User Interface Front Panel e 2 display graphs i e one for displaying the acquired data and the other for displaying the retrieved data from disk e Storage format NI HWS e Reference signal amp PD data to be stored in 2 individual Storage files requirements e Data retrieval using Read function data to be displayed on graph 99 6 3 Introduction to LabVIEW software The LabVIEW software by National Instruments is a powerful graphical programming environment that is well known in the field of virtual instrumentation The programming is carried out in the form of a block diagram using intuitive drag and drop type graphical icons and wires that resemble a flowchart The software is provided with built in libraries for data acquisition visualisation and analysis helping to reduce the development time The software provides various execution loops such as IF loop WHILE loop or FOR loop and is similar in many aspects to text based programming languages like C In
61. KHz or so The upper frequency is restricted due to the attenuation effects of the high frequency signal while propagating through the stator windings Wilson et al 279 showed that the detection of signals with bandwidth in excess of 1 MHz may produce up to 50 fold attenuation when travelling from remote sites to the terminals of stator windings They stated that a frequency range of 20 300 KHz is most suitable for rotating machines as the attenuation errors are restricted to within a factor of two to three In general therefore most narrow and wideband detectors select their pass bands between 20 KHz and 300 KHz In fact harmful discharges tend to have longer decay times tails thus containing a lower range of frequencies 56 It is well established that the individual discharge magnitudes can be indicative of the relative size of the individual degradation site and the magnitude phase relationship in relation to mains frequency can provide information regarding the nature and form of 103 7109 The two most popular PD pulse measuring techniques are use discharges capacitive sensors for measuring the voltage or use inductive sensor for measuring current Both these methods require a time domain recording device to capture the PD signal The capacitive technique often referred to as direct probing technique is not completely non invasive as it requires connecting capacitive sensors like capacitive couplers to high voltage phase
62. This transformer has a linear frequency response in the desired range The additional gain of 10 provided by the previous transformer design has been compensated for in the amplifier stage 7 5 2 Input variable gain amplifier The design and configuration of the input variable gain amplifier was similar to that used in the single channel system The MAX 437 used in the single channel prototype was an obsolete component and not recommended for new designs Hence another op amp AD8055A was selected for the new design AD 8055A has a gain bandwidth product of 300MHz with a input noise of 6nv VHz The amplifier is implemented in a non inverting configuration and the gain of the amplifier is varied by switching the feedback resistors using a rotary switch Based on the testing of a single channel system minor changes were made in the feedback resistor values to achieve more accurate gains In the single channel system a voltage divider circuit was connected at the output of this amplifier to reduce the signal by a ratio of 10 This was done to compensate for the additional gain provided by the isolation transformer In the new design the isolation transformer has a ratio of 1 1 hence the voltage divider circuit was eliminated This amplifier provides a variable gain of 2 3 6 15 amp 20 Figure 7 2 116 shows the performance of the amplifier with different gain settings The amplifier has an improved frequency response compared to the s
63. W block diagram for frequency based filtering technique A 5 4 Three phase program for continuous acquisition This program is used for acquiring PD data from all three phases of a machine along with the reference sine wave for a period of 50 cycles i e 1sec The data is acquired with a sampling frequency of 5 Ms S with a vertical resolution of 8 bits The Pseudo code for the program is given below Pseudo code Acquire state Configure both the DAQ cards with acquisition parameters like sampling frequency no of samples to be acquired voltage range etc Read the voltage input from all four channels for a period of 20ms and display the waveforms on the graphs Continuously keep acquiring and displaying the data like an oscilloscope until user presses any other button on the front panel Write state Acquire data from all four channels for a period of 20 ms Prompt user to provide a file path and name to store reference signal data followed by red yellow and blue phase data in a chronological order Write data for 1 cycle for all four channels in the selected file Acquire the next set of PD data for 20ms on all four channels and append it to the respective files Repeat the process 49 times to complete the data set of 50 cycles The repeated acquisition takes place automatically and does not require any user input The acquired cycles at not necessarily consecutive cycles Read state Prompt
64. Y Uses ferrite probe Y 10MHz ICM PDD Y Y Y Y Y v v Y v Y Y Y viv 8 2GHz system ICM PDD v v v Y Y viv Y 2GHz compact ICM PDD Y Y Y Y viv 32 Y v v Y monitor PDD Y viv 2GHz monitor TDA PDD Y Y Y Y Tan Analyser compact HVS 1000 M amp B Y Y Y v v v v Y Y v PDD T HVS 2000 M amp B Y Y Y DD T DDX 9101 Others 1 DDX Y viv 9121 Others 6 PD Solver TECHIMP e PD Base TECHIMP 100MHz uh TECHIMP 9 Monitor Cont Continuous GIS Gas Insulated Switchgear Tx Transformer SSC Stator slot coupler CC Capacitive coupler RC Rogoeski coil HFCT High Frequency Current Transformer ACC Acoustic sensor FO Fiber optic Mag Magnitude Qm PD value 2D Pulse height graph PD against time 3D Phase resolved graph BW Bandwidth PDD PD Diagnostix Systems GmbH M amp B M amp B Systems Power Test Equipment Others Hipotronics Haefely Robinson Instruments Tettex instruments 169 Appendix 2 PDC 85 Rogowski coil datasheet Kirkton Avenue DOWDING amp MILLS Pitmedden Road Ind Estate Sql ENGINEERING SERVICES Dyce ABERDEEN 21 Tel 44 0 1224 427200 44 0 1224 723560 Rogowski Coil Data Sheet Part No PD
65. acturer and the block diagram of the test set up is shown in figure 5 5 Signal Generator RC Circuit Rogowski Coil Oscilloscope Figure 5 5 Set up for testing the response of PDC 85 Rogowski coil The response of the Rogowski coil yellow graph to a 1V 200 KHz pulse is shown in figure 5 6 Pos 15 0005 MEASLIR 08 11 31 Figure 5 6 Pulse response of PDC 85 Rogowski coil 75 It can be seen from figure 5 6 the width of the pulse is about 5 5 i e 200 KHz pulse voltage is measured across resistor 100 Ohms shown in figure 5 4 The measured pulse voltage is 1V implying a pulse current of 0 1A The response of the Rogowski coil is a damped oscillatory signal with a peak value of 10 2 mV It is important that the ripples in the damping signal are attenuated to an acceptable level within set time As per the manufacturer s specifications 60 attenuation in 20 5 is considered satisfactory for this test As seen in figure 5 6 the amplitude of the damping signal has reduced from 10 2mV to 4mV in 20 uS 60 8 5 5 Signal conditioning unit The signal conditioning unit has two main functions a Filter out signals that are not within the band of interest b Amplify the small amplitude PD signals to a sufficient level to make it suitable for the digitisation process Prior to the actual design process it is first necessary to establish the signal conditioning requirements of the
66. al equipment The strengths and weaknesses of different maintenance strategies are shown in figure 1 2 1 2 4 Factors for the implementation of condition monitoring The implementation of an effective condition monitoring system depends on the following factors clear relationship must exist between the measurements being taken and the condition of the equipment e The monitoring system must be reliable and should be able to respond quickly to provide enough warning of deterioration in the condition of the machine for appropriate action to be taken For example if a monitoring scheme could only detect a fault one second before the machine fails then this scheme would not be beneficial for maintenance If the scheme however could progressively monitor the development of a fault over a number of weeks or months it would be of considerable value for maintenance e The benefits of performing condition monitoring to predict equipment condition must outweigh the implementation and running costs e The machine should be able to be taken out of service and repaired at a cost substantially less than the likely cost of repairs following failure e The result of monitoring produces significantly less production loss due to maintenance scheduling as opposed to unexpected failures FAILURE RATE Corrective Maintenance Run to failure maintenance Fix it before it breaks 1 Predetermined Maintenance 1 1 Breakdow
67. ally available from a few manufacturers The ICM monitor by Power Diagnostix Systems GmbH and PD Check Scope from Techimp systems are some examples of remote monitoring systems A generalised scheme of a remote PD monitoring system is shown in figure 9 5 The PD data from each machine is recorded by individual data collectors at desired frequency intervals The data collectors usually have basic signal processing and analysis capabilities The data collectors are connected to a local server through a fibre optic TCP IP plant intranet LAN system The local server will have some form of PD management software that stores PD data from all machines and handle alarm flags if 147 A PD expert located anywhere in the world can connect through any remote computer to this local server via internet and access the PD data for detailed analysis PD data collector PD data Local re Remote collector pd Computer PD data 0 00 collector intranet system 1 1 1 1 1 1 1 Figure 9 5 Generalised scheme of a remote monitoring system 9 3 Summary Any PD monitoring system should have software that is capable of providing options for noise filtering and displaying PD data in different forms that can aid in PD analysis Some of the standard techniques used for PD data analysis like the pulse height analysis and phase resolved PD analysis have been discussed An absolute measurement of PD is often con
68. and the associated signal conditioning circuitry However the ultimate objective would be to develop a complete system that is not only capable of acquiring PD pulses and displaying them but also capable of analysing the PD data and diagnosing the condition of high voltage stator insulation This by no means is an easy task and will require a considerable amount of research work It is a known fact that a high bandwidth system is not necessarily needed for the condition monitoring of rotating machines As discussed in the section 4 3 3 a bandwidth of around 500 2 or less is known to be sufficient With a vast array of electronic modules readily available in the market it is practically feasible to build the complete digitising electronics using readily available components One such solution is presented in section 9 1 2 However the signal conditioning unit still may need a customised design 10 2 1 Hardware Development The existing hardware design of the prototype system was constrained by the budget requirements for the project Most of the electronics was developed using the available facilities by designing circuit boards with basic Dual In Line packaged DIP ICs integrated circuits Many modern ICs like monolithic filters amplifiers are only available in surface mount packages The use of surface mount devices will help in making the design more versatile and compact In particular the design of the amplifier can be improved by
69. application and monitoring requirements Some of the main factors are e Periodic or continuous monitoring e Permanent installation or portable system e Type of sensor interface capacitive coupler HFCT Rogowski coil e Type of electrical machine motor generator cable switchgear e Monitoring only function or Monitoring amp analysis e Connectivity options for alarm systems and remote monitoring A detailed study of various market available PD monitoring products was carried out but the data on individual products is not presented here as it is beyond the scope of this thesis The comparative study has been included in Appendix A 1 However a general discussion regarding various features and its significance to new system design is presented here 67 It was generally observed that most PD detector systems were designed to be a multi function system capable of detecting PD from various electrical equipment rotating machines cables switchgear This will have an impinging effect on the cost and complexity of the system The aim of the new system design is not to build a general purpose PD detector but is specifically meant for PD monitoring in rotating machines only The system design varies depending on the type of PD sensor being used as different sensors tend to have different characteristics bandwidth sensitivity etc Making the system suitable for all types of sensors would unnecessarily raise the cost of t
70. arge detection system with an improved performance This development is deemed necessary by the company in order to maintain its position as a market leader and to keep in pace with the modern technology Though much is already known about the nature causes and effects of partial discharges this knowledge is far from complete and a great deal of work remains to be done before a truly meaningful interpretation of measurements can be made This is due to the dependency of partial discharge measurements on various factors posing a challenge for analysis Some of the factors described by Zhu et al are partial discharge calibration problems location of partial discharge in machine windings differences between machines and measurement conditions effect of different types of discharges on the winding insulation etc Due to these factors a significant amount of experience and expertise is involved partial discharge analysis 14 Therefore this research is intended to be part of a long term study to build comprehensive knowledge base from which more accurate diagnosis of motor insulation condition may be derived The main objectives of the project within the scope of KTP programme are e Carry out a literature search into the following subject areas o Causes of partial discharges and its effect on the machine insulation o Partial discharge detection methods o Modern signal processing techniques used for partial discharge anal
71. as found to have a similar performance The frequency response is not shown here for brevity The circuit diagram is given in Appendix A 3 3 The variety of gains achievable using the combination of both amplifiers is shown in the gain matrix in table 5 2 The gain values given in the gain matrix are a product of input and output amplifier gains multiplied with a factor of 10 gain added by the band pass filter to give the effective gain of the system The values stated in brackets highlighted are the gain values of the existing StatorMonitor system In the complete scheme of cascading various stages the input amplifiers was cascaded to the band pass filtering circuit and then followed by the output amplifier as shown in figure 5 7 c First Amplifier Gain 2 3 6 15 20 40 120 300 37 50 128 270 150 600 3 60 90 180 450 641 120 1200 6 128 180 360 900 1280 12 240 360 720 1800 2400 2700 18 360 540 1080 2706 3600 Table 5 2 Numerical Gain Matrix for combination of input and output amplifier 5 5 5 Isolation transformer The output of Rogowski coils are connected to the signal conditioning unit through BNC cables One end of the Rogowski coil is connected to the machine ground This can introduce ground loop circulating currents in the measuring circuit and can have an undesirable effect In order to break the ground loop and prevent the flow of circulating
72. aterial due to manufacturing tolerances Such defects can cause internal type discharges The thermal cycling can cause the de lamination of insulation layers and promote discharge activity The slot discharge activity caused due to the erosion of the corona screen can be accelerated due to coil vibrations If progressive in nature then this type of discharge can eventually cause the copper conductors to short with the stator slot resulting in an earth fault 42 De lamination of insulation layers Internal void Stator Stator Coils Slot De lamination of Slot Discharge conductor insulation due to erosion of semiconducting paint Figure 3 8 Typical defects in slot section 3 3 4 End winding discharges Rotating machines are often subjected to harsh environmental conditions where the stator windings can be exposed to contaminants like oil grease dust dirt salt sand and moisture 79 The source of contamination can be located inside the machine oil and grease released from motor bearings or outside sand dirt insects pollen etc Machines that operate in high humidity environments hydro generators are also prone to attack from moisture that can enter a motor enclosure and condense onto the winding surfaces The effect of such contamination on the integrity of winding insulation depends on the type and level of contamination present in the environment in which it is located Edwards 9 states that if the accumula
73. ation of PD data is not a straightforward process More often a skilled personnel s intervention is required for the interpretations of PD data Developing software for PD analysis is considered as a challenging task due to the fact that the PD signals are erratic in nature and are dependent on multiple factors A simple rule based analysis is not directly applicable for PD interpretation and most times is a call of judgement The results obtained from all the experiments undertaken during this project have produced encouraging results Most importantly a hardware data acquisition platform for the detection of PD pulses has been successfully established which can now be developed further to improve its performance Dowding amp Mills is now considering building a high voltage test facility within its premises and this will provide a great boost for the future development of this project 150 It is finally considered that a great deal of work is still required for the development of a commercially viable PD monitoring and detection system in particular in the areas relating to software used for PD data analysis 10 2 Future Work The main objective of the work undertaken through this project was to develop a data acquisition system for PD detection in high voltage rotating machines and evaluate its feasibility The site testing of the three channel system has demonstrated that the PD pulses can be effectively detected by using Rogowski coils
74. be categorised into three types e Continuous noise signals caused by communication networks e Pulse shaped signals occurring at a nearly constant phase angle caused by phase angle controls thyristor switching e Non continuous pulse shaped signals caused by corona or switching in the high voltage system The repetitive type pulses that occur due to thyristor switching are relatively easier to be detected and filtered A rudimentary scheme was described in section 8 3 3 A noise gating technique can be used for detecting such repetitive pulses However the other types of interference can be difficult to identify The application of adaptive digital signal 134 133 135 and neural networks is becoming increasingly popular in this area 136 filtering Kopf and Feser 439 have proposed some digital methods for off line and on line filtering of noise from PD Various authors have also proposed the use of Wavelet 137 138 and have shown promising results These Analysis de noising of PD signals various digital techniques can be evaluated and a suitable technique can be developed for eliminating reducing noise from the PD signal 9 1 2 PD data display methods The visualisation of PD data is one of the important aspects of the PD analysis process as it can help to detect noise and to estimate the severity of the discharges The fact that the data has been recorded in the digital domain provides the
75. be effectively detected by a three channel system as the discharge pulse occurs simultaneously in the phases involved A single phase system will not be capable of making such measurements It also provides greater possibilities for signal processing associated with noise rejection and data analysis 7 2 Some design considerations The design of the new 3 channel system hardware is similar to its single phase counterpart in most aspects However certain design modifications were made that emerged during the testing of the single channel prototype system Some of the major highlights are mentioned below e The PD detector unit is mainly intended to be used on the offshore platforms in the North Sea with limited mainland application Most offshore sites have a mains supply voltage of 110 volts whereas on shore sites have a supply voltage of 220 volts Hence the power supply for the signal conditioning needs to be a universal input type i e 110V amp 220V The standard available switch mode universal power supplies were not used to avoid any interference caused by the switching elements within the power supply itself Instead a linear power supply has been used with an option of supply voltage selection i e 110V 220V e The single channel prototype had two rotary switches for the individual control of the input and output amplifier However it was found to be inconvenient to change the individual gain setting during the actual testing T
76. capable of sampling speeds up to 50 Ms S This means two DAQ cards will have to be used for the complete three channel system and will need 2 USB ports on the laptop computer This is not considered as an issue as most laptops have three four USB ports The DAQ cards also provide an option for synchronisation through the PFI1 connection The three phase DAQ software was modified for using the USB DAQ devices Due to the types of synchronisation options available with this DAQ card a software based synchronising technique was adopted Data compression was also incorporated in the program and changes were made to the data storage format This change was necessary in order to use the StatorMonitor software for analysis and will help to assess the performance of the system The front panel of the new USB DAQ software is shown in figure 8 7 The program description and LabVIEW code is given in Appendix A 5 6 The three channel hardware along with the newly developed USB DAQ software is now awaiting field trials for performance assessment 135 9 1 STATORMONITOR DATA ACQUISITION USB DEVICES 1900 750 500 250 B o 250 500 750 Master 1 Device 9 47 E Slave Device k DSe 1000 0 4m 6m 8m 10m 12m 14m 16m 18m 20m 1000 750 500 250 OF 250 500 750 1000 TTT 2m
77. consecutive manner i e first file prompt for reference signal followed by 3 prompts to store the PD data of each phase The program then acquires and stores the PD data for 50 cycles not necessarily consecutive in an automatic manner appending the data to the respective files every cycle Similar changes were made to the Read function to read the data for complete 50 cycles in a continuous manner The number of cycles to Write and Read could be changed to 100 cycles or even more but this will have a severe implication on the file size and will need to be addressed carefully Another site visit was arranged to a steel manufacturing plant in the UK providing another opportunity to test the system The modified software for continuous acquisition of 50 cycles was tested there on 2 different generators A one cycle snapshot of three phase PD data acquired from one of the generators tested is shown in figure 8 5 The data was acquired with a gain setting of 600 with a sampling frequency of 5Ms s 129 0 02 1 1 1 1 1 1 0 014 0 015 0 016 0 017 0 018 0 019 1 0 012 0 013 0 011 1 0 01 1 0 009 1 0 008 1 0 007 1 0 006 1 1 1 0 001 0 002 0 003 0 004 0 005 1 0 019 0 02 1 1 1 1 0 005 0 006 0 007 0 008 0 009 0 01 0 011 0 012 0 013 0 014 0 015 0 016 0 017 0 018 I 1 I 0 0 001 0 002 0 003 0 004 0 Figur
78. d 25th May 2009 LabVIEW User Manual April 2003 edition Austin Texas USA National Instruments Corporation USA 2003 PXI tutorial by National Instruments http zone ni com devzone cda tut p id 4811 accessed on 15th May 2010 Stone G C Partial discharge VII Practical techniques for measuring PD in operating equipment Electrical Insulation Magazine IEEE Jul Aug 1991 Vol 7 No 4 pp 9 19 Borsi H Gockenbach E Schichler Partial discharge PD Measurements under noisy condition possibilities and limits of digital noise rejection Proceedings of 8 International Symposium on High Voltage Engineering Yokohama Japan 23 27 August 1993 pp 17 20 Zaman S et al An adaptive digital system to reduce periodical noise in on line partial discharge monitoring Proceedings of 8 International Symposium on High Voltage Engineering Yokohama Japan 23 27 August 1993 pp 77 80 Borsi H Gockenbach E Wenzel D Separation of partial discharges from pulse shaped noise signals with the help of neural networks Science Measurement and Technology IEE Proceedings 1995 Vol 142 No 1 pp 69 74 Kopf U Feser K Noise suppression in partial discharge measurements 8 International Symposium on High Voltage Engineering Yokohama Japan 23 27 August 1993 pp 81 84 Ma X Zhou Kemp 1 Interpretation of wavelet analysis and its application in partial discharge det
79. d and can seriously affect the insulation surface Insulation surfaces affected by such an acid attack an ideal surface for tracking to occur 69 Tracking is the result of carbonisation of the surface of the insulation and the carbon tracks tend to electrically short the insulation causing the process to accelerate to an eventual failure 37 3 2 3 Corona Discharges Corona discharges are electrical discharges caused by the ionisation of the medium surrounding the conductor They tend to occur around sharp points or edges at high voltage because of a high concentration of charge on a small surface area The inception voltage of corona discharges is difficult to state as it is dependent on various factors like surface smoothness and environmental conditions which affect the space charge near the conductor They appear sooner at negative than at positive voltage with a c voltage they occur often during the negative half cycle only In rotating machines the end windings are more susceptible to corona type discharges as the electric stress is intensified in the overhang portion due to its characteristic shape The gas adjacent to the insulation in the immediate vicinity of the slot exit breaks down and can lead to the development and propagation of discharges over 67 68 Hence the application of stress grading systems along the end end windings windings is considered essential for high voltage machines The end winding discharg
80. d assuming that the combined stress ageing rate is the product of the single stress ageing rates But this leads to an overestimation of synergism between stresses as observed for combined electro thermal life 9 This results in an underestimation of insulation life particularly when the stresses are high 56 was also The electro thermo mechanical life model suggested by Simoni et al derived from a suitable combination of the three individual single stress models but they introduced a correction factor in order to achieve a better fit of the experimental 57 demonstrated the ageing behaviour of stator bars life data Bartnikas and Morin subjected simultaneously to electrical thermal and mechanical stresses and reported the effect on the ageing rate by increasing each of the three ageing stress factors above the normal operating conditions They also reported the intricate behaviour of partial discharge process as a function of temperature and electromagnetically induced mechanical forces over a thermal load cycle and stated that the presence of partial discharge is an indication of progressive ageing the intensity level at any given specific time cannot be used to predict failure Paloniemi 59 critically assessed the various methods for endurance testing and stated that an exact reproduction of the ageing process in an accelerated ageing test is probably not possible due to the numerous possible paths of degradation reactions He
81. d be capable of acquiring and displaying live PD data in a continuous manner This allows the user to observe the PD signals on the computer screen like an oscilloscope and make the appropriate changes to the gain settings Optimum gain setting is necessary to accommodate large as well as small PD signals without compromising the dynamic range of the A D converter c Storage of PD data The software must have a facility to allow the user to permanently store the acquired raw PD data on a computer hard drive or any form of permanent memory storage This enables the user to undertake the post processing of signals and carry out a detailed analysis d Retrieval of PD data In order to get the maximum information from the PD data it is a normal practice to acquire data over a large number of cycles The provision of retrieval of PD data allows the user to check if the entire data set was acquired correctly It can also be used to 98 make comparisons of the acquired data sets over period of time enabling PD trend analysis which is considered a vital tool in insulation diagnosis 6 2 Software specifications Based on the description above the software specifications for a single channel system were established as shown in Table 6 1 Table 6 1 Software specifications for single channel PD system Software to acquire display and store PD data acquired from single phase of rotating machine Programming Software LabV
82. d by V When voltage V exceeds the positive breakdown voltage U inception voltage of the cavity a discharge occurs The breakdown voltage U is determined by the Paschen curve that relates the breakdown voltage of air to the product of pressure and electrode spacing 8 When the discharge occurs the voltage across the cavity drops to V volts extinction voltage and the discharge extinguishes This typically happens in a time less than 35 0 1 5 The voltage does not reduce to zero because a residual voltage remains across the cavity After the extinction of discharges the voltage across the cavity increases again along with the applied voltage V4 Another discharge occurs when the voltage across the cavity reaches U This sequence of discharges repeats several times until the applied voltage V4 begins to decrease and the discharges cease Thus a number of discharges are produced during the rising portion of the positive half cycle A similar process takes place in the negative half cycle in which the discharges occur when the voltage across the cavity exceeds U In this way groups of regularly occurring positive and negative discharges will be produced Each discharge will cause a current pulse as shown in figure 3 4 and these can be detected by electrical means The electrical detection of discharges is discussed later 3 2 1 2 Discharge sites When a breakdown occurs there is a net charge transfer from one cavity surface to the o
83. d of PD monitoring Unfortunately it needs a considerable amount of experience and expertise in order to draw a meaningful interpretation from the PD signals It is also well known that the absolute analysis of PD cannot be considered as a reliable indicator of 143 insulation condition due to the following factors e PD calibration problems The conventional PD calibration technique is not applicable to rotating machines as the PD is not measured at the actual PD site but at the terminals of the winding The stator winding of every machine is different and can have a different effect on PD pulse as they travel through the winding Hence every machine will need individual calibration where a pulse of known amplitude is injected and the response is measured This is impracticable in most conditions where on line measurement is a requirement 141 e PD location The location of PD has a direct effect on the magnitude detected at the machine terminals It is known that the PD pulse attenuates as it travels through the stator winding Hence it is possible that a smaller amplitude PD may be actually arising from a larger PD located further away from the terminals and vice versa e PD detector Depending on the bandwidth of the PD detector a different resoonse may be produced for the same PD event During PD measurement the frequency spectrum of the stator winding and the frequency spectrum of the PD detector are combined together and the
84. dge used for measuring discharges The impulse caused by a discharge is detected across resistor R in one arm of the bridge When the bridge is balanced the value of tan can be found using the following equation where R and are the resistance and capacitance required to balance the bridge as shown in figure 4 2 52 Detector R3 Standard Capacitance Cs Specimen Capacitance Figure 4 2 The Schering Bridge Circuit 97 Another bridge type instrument used for this application is the Transformer ratio arm bridge 99 This bridge circuit operates by balancing the winding of a transformer by adjusting the number of turns to give a small response on the detector connected across the third winding of the transformer The transformer bridge offers low impedance in balanced condition and has other advantages like higher sensitivity stability of ratio accuracy and ease of matching null detector to bridge by simply varying the number of turns of the detector winding 99 Both of these bridge methods have some limitations The Schering bridge is susceptible to the effects of stray capacitance and the transformer ratio arm bridge may be affected by the strong magnetic field Another method to overcome these problems is the Dielectric Loss Analyser DLA This is also a bridge method but uses an oscilloscope to balance the bridge The bridge is balanced at low voltage when no discharges are occurring generating a hor
85. dition Monitoring Practice methods and applications Addisson Wesley Longman Published 1996 Price J T Vibration analysis methods for preventative maintenance of cement plants IEEE IAS PCA Cement industry technical conference 29 April 3 May 2001 pp 333 341 Mendel E Mariano L Z Drago 1 Loureiro S Rauber T W Varejao F M Batista R J Automatic bearing fault pattern recognition using vibration signal analysis 5 IEEE International symposium on Diagnostics for electrical machines power electronics and drives 30 June 2 July 2008 pp 955 960 157 13 14 15 16 17 18 19 20 21 22 23 24 25 26 Braun S G The Signature Analysis of Sonic Bearing Vibrations IEEE transactions on Sonics and ultrasonics Vol 27 No 6 Nov 1980 pp 317 327 Breen T B Kliman G B Patel S C New developments in noninvasive on line motor diagnostics Conference record of 43 Annual petroleum and chemical industry conference 23 25 September 1996 pp 231 236 Nandi S Toliyat H A Xiaodong Li Condition monitoring and fault diagnosis of electrical motors a review IEEE transactions on energy conversion Vol 20 No 4 Dec 2004 pp 719 729 El Hachemi Benbouzid M A review of induction motors signature analysis as a medium for faults detection IEEE transactions on industrial electronics Vol 47 No 5 October 2005 pp 984 993
86. ds produced This has put the maintenance department in all industries under continual pressure to reduce the maintenance costs With a poor maintenance organisation a company will loose a significant amount due to lost production capacity cost of keeping spare parts quality deficiencies etc Hence an effective maintenance strategy is a crucial component in any organisation s operations Over the past few years the maintenance strategies have undergone remarkable changes The science of maintenance has evolved from simply reacting to machinery breakdowns breakdown maintenance to performing time based preventive maintenance to today s emphasis on the ability to detect early forms of degradation in predictive maintenance condition based maintenance Many industries now use the relatively modern condition based maintenance strategies in parallel with conventional maintenance schemes This has reduced unexpected failures increase the time between planned shutdowns for standard maintenance and reduced operational costs An overview of different maintenance strategies is shown in figure 1 1 Maintenance Strategies Breakdown Preventive Predictive Maintenance Maintenance Maintenance Condition Off Line Monitoring Techniques On line Maintenance Maintenance Maintenance Action Action Action Immediate Deferred 2 Q Co 2 Q
87. e is described later in section 3 3 4 3 3 Partial discharge theory applied to stator windings A stator comprises of three main components i e copper conductors the stator core and the insulation The copper acts as the medium to carry the stator winding current and should have a large enough cross section to carry the rated current without overheating The stator core is made from thin sheets of laminated magnetic steel It provides a low impedance path for the magnetic fields from the stator to rotor in the case of the motor and from the rotor to stator in the case of a generator and prevents the magnetic field from escaping outside the stator core The last major component of a stator winding is the electrical insulation It is considered to be a passive component of the system as it does not produce any magnetic field or guide its path It does not help to produce any torque or current It increases the machine size and cost and reduces efficiency thus acting as an overhead in the system However the insulation plays an important role of preventing short circuits between conductors or to ground In the case of indirectly cooled machines it also acts as a thermal conductor preventing the overheating of copper windings It also helps in holding the copper conductors tightly within the stator slots to prevent any movement 38 As discussed in chapter 2 the stator winding insulation system contains organic materials as a main constituent
88. e The data on the remaining two phases show a similar performance Figure 8 3 a shows the data acquired from an 11KV generator unit M1 The top graph shows the data acquired with the new three phase system with a gain setting of 1200 The second graph shows the data acquired with the existing StatorMonitor system with the same gain setting for comparison Although the signal in itself has some noise present in it visual examination of the waveforms indicates that both signals look similar and have similar amplitudes The gain settings were varied and various data sets were acquired Figure 8 3 b shows the data gathered from the same machine with a gain setting of 2700 Again the data acquired from both systems show a good correlation Data was also acquired from another machine M2 which was an 11KV pump motor Figure 8 4 a shows the data acquired with a gain setting of 310 and figure 8 4 b shows the data acquired with gain setting of 600 The PD data acquired from this machine had a significant resemblance to the typical discharge pattern found in most rotating machines There are minor differences in waveforms acquired from both machines The primary reason for this difference is that both hardware signal conditioning units have different amplifier and filter designs hence the performance may differ slightly Seconaly the data shown in the graphs belong to different cycles During the process of data ac
89. e power phase current partial discharge etc as monitoring parameters Some of the most popular methods applied for condition monitoring of rotating machines are as follows 141 Vibration monitoring Rotating machines are complex mechanical structures with articulate elements Each machine will have at least two sets of its own bearings a possible gear reducer with several bearings and gear sets a coupling arrangement etc These parts when excited could oscillate where joints to other coupled elements transmit such oscillations The result is a complex frequency spectrum that is characteristic to that equipment and is made up of a combination of all parts of the equipment Each time the behaviour of the component changes due to wear or crack a frequency component of the system will be affected thus changing the vibration patterns 9 Gaps failures or misalignment of bearings of rotating machines shaft or coupling misalignment reflect on the change of frequencies or the appearance of new ones Vibration monitoring uses vibration transducers such as accelerometers of piezoresistive types with linear frequency response The measured parameters are displacement velocity and acceleration The transducers are fixed around the bearings of the motor to monitor the varying patterns of vibration In general the orientation of the sensors follows the three main axis of the machine i e vertical horizontal and axial The acquired signals a
90. e 8 5 Single cycle PD data from a generator Gain 600 8 3 3 PD and noise The data acquired from the generator shown in figure 8 5 has a significant amount of noise superimposed over it Such a classic pattern of noise is usually generated by some form of converter equipment A converter contains switching elements like thyristors that switch on and off at regular intervals This switching process generates high frequency pulses that propagate through the supply lines in the power system and can cause interference The amplitude of such interference pulses is relatively higher compared to PD and tends to mask all PD data making the PD detection process more intricate The interference pulses generated by converters are periodic in nature and usually occur in numbers like 12 18 or 24 pulses per cycle These pulses being high frequency in nature do not usually cause any interference in most of the equipment connected to the supply But it can interfere to a great extent when measuring PD as shown in figure 8 5 The high frequency noise generated by convertor equipment has a similar frequency bandwidth to that of PD pulses Hence these noise pulses cannot be eliminated by external hardware filters If these noise pulses are not detected and eliminated then it can have a profound effect on the data analysis and a healthy machine could be misdiagnosed as a faulty one Hence PD analysis software should be able to overcome this problem by identif
91. e PD data from generator Effect of data compression on raw PD data Front panel of USB DAQ system Pulse height distribution graph p q n pattern display of PD data Typical process diagram for PD data analysis Block diagram of an expert PD system Generalised scheme of a remote monitoring system New design for signal conditioning unit Standard 8 slot PXI chassis with controller LabVIEW block diagram Single channel DAQ program LabVIEW block diagram Amplitude based filtering LabVIEW block diagram Frequency based filtering LabVIEW block diagram Three phase continuous data acquisition LabVIEW block diagram Data compression program Software hierarchy diagram for USB DAQ LabVIEW block diagram Acquire state for three phase USB DAQ program LabVIEW block diagram Save state for three phase USB DAQ program xii 120 120 121 123 125 127 127 128 128 130 134 138 140 140 144 146 148 153 154 179 181 183 185 187 188 190 192 Figure 9 Figure A 10 Figure A 11 Figure A 12 LabVIEW block diagram Read state for three phase USB DAQ program LabVIEW block diagram Master DAQ config vi LabVIEW block diagram Slave config vi LabVIEW block diagram Graph vi xiii 194 195 196 197 Chapter 1 Table 1 1 Chapter 3 Table 3 1 Chapter 4 Table 4 1 Chapter 5 Table 5 1 Table 5 2 Chapter 6 Table 6 1 Chapter 7 Table 7
92. e would be 6 order filter The cut off frequency of the filter can be calculated using the following formula 1 2xzxRxC where R value of resistance C value of capacitance The value of f is 500 KHz The filter will be implemented using standard values of capacitor and resistor A standard value capacitor C 470 pF is chosen and the resistor value is calculated 1 2xaxRx470pF 500 KHz R 677 60 6800 nearest practical value Substituting the values for R and C in equation 5 3 gives a cut off frequency value of 498 23 KHz which is acceptable for the application Referring to figure 5 11 the gain A of the filters is dependent on resistors Ra and and is given by the following formula acies de oe Gain A 1 5 5 4 Similarly the relationship between Q of the circuit and gain A is given by ZH och 5 5 Q 84 The gain for each stage is calculated based on the optimal Q values stated in the 129 Butterworth filter table The values for a 6 order Butterworth filter are given below 1 section Q4 0 518 274 section Q 0 717 3 section 1 932 The above Q values can be substituted into equation 5 5 to calculate the gain for each stage The gain value can then be used to calculate the resistor values R4 and Rp 1 Section A 107 0 518
93. ection IEEE Transactions on Dielectrics and Electrical Insulation June 2002 Vol 9 No 3 pp 446 457 Shim 1 Soraghan J J Siew Detection of PD utilizing digital signal processing methods Part 3 Open loop noise reduction Electrical Insulation Magazine IEEE 2001 Vol 17 No 1 pp 6 13 Zhu H Green V Diagnosis of stator insulation of generators and motors using in service partial discharge testing Proceedings of International Conference Power System Technology 1998 Vol 1 pp 76 80 167 140 141 142 143 144 145 146 147 148 149 150 151 152 James et al Computer based measurements and their applications to PD pattern analysis IEEE transactions on Dielectrics and Insulation Oct 1995 Vol 2 No 5 pp 838 856 Gross D W Partial discharge measurement and monitoring rotating machines Conference Record of the IEEE International Symposium Electrical Insulation 2002 pp 570 574 Gross D W On line partial discharge diagnosis on large motors Conference on Electrical Insulation and Dielectric Phenomena 2002 Annual Report Mexico pp 474 477 Zhu H Green V Sasic M Identification of stator insulation deterioration using on line partial discharge testing IEEE Electrical Insulation Magazine 2001 Vol 17 No 6 pp 21 26 Satish L Zaengl W S Artificial neural networks for reco
94. ects the operating bandwidth It also reduces the dynamic range and linearity The magnetic materials tend to saturate at high flux densities So the RFCT tends to saturate when used with high current machines The linearity also deteriorates as the flux densities approaches the saturation points Hence it is not suitable for use with machines having a high current rating Physically the RFCT tends to be more bulky when compared with an equivalent Rogowski coil The RFCT is also available in two forms i e the solid core RFCT and the split core RFCT The solid core RFCTs are available in a range of sizes and sensitivities The 62 split RFCTs more expensive and are better for general purpose use than the solid type as they can be applied without interrupting the circuit Traditionally the RFCT was placed around the neutral to earth connection as it has a lower level of power frequency avoiding the saturation problem More recently attempts have been made to connect the RFCT around screened supply cables However the success has been limited due to power frequency saturation problem particularly with high power machines with currents above 250 Amperes 422 4 4 4 Capacitive coupler The transients generated by PD travel through the stator windings towards the machine terminals If a sensing circuit is coupled in this path then some part of the transient would flow through this circuit A high voltage capacitor can be used as a
95. een a demand for systems capable of monitoring PD remotely Remote monitoring of PD has several advantages e The problem caused due to a false alarm can be effectively eliminated If any of the detected pulses exceeds the set threshold the remote monitoring system can send an alert message to a local host computer or to any computer connected via internet intranet An expert can then log on to the remote monitoring unit through the same channel and view the PD data remotely and make an informed decision e It can have a significant impact on the cost of maintenance Presently a trained personnel travels to the site along with a PD monitoring unit on a periodic basis This involves substantial costs in travel for personnel transport of equipment and the man hours required to test every machine These problems are particularly acute for the offshore industry where personnel travel costs are significant If a remote monitoring system is available then the data collection and analysis can be done remotely on an onshore site eliminating the need for the personnel to travel e When the insulation degradation process starts to accelerate it is required to reduce the monitoring intervals in order to establish the rate of degradation so that a corrective action can be planned Remote monitoring can lead to efficient maintenance as the machine can be monitored as often as required without significant costs Remote monitoring systems are now commerci
96. eforms Amplitude based filtering frequency domain waveforms Complete frequency spectrum of the acquired signal Band pass filtering time domain signal Band pass filtering frequency domain signal Band reject filtering time domain signal Band reject filtering frequency domain signal Complete block diagram of three phase PD detection system Frequency response of input amplifier 3 phase system Frequency response of band pass filter 3 system xi 70 72 74 74 75 75 78 79 81 82 83 87 88 90 93 94 96 101 103 104 105 106 107 108 109 109 110 111 111 115 117 118 Figure 7 4 a Figure 7 4 b Figure 7 5 Chapter 8 Figure 8 1 Figure 8 2 Figure 8 3 Figure 8 3 Figure 8 4 Figure 8 4 Figure 8 5 Figure 8 6 Figure 8 7 a b a b gt ae Dae wa Chapter 9 Figure 9 1 Figure 9 2 Figure 9 3 Figure 9 4 Figure 9 5 Chapter 10 Figure 10 1 Figure 10 2 Appendix A 5 Figure A 1 Figure A 2 Figure A 3 Figure A 4 Figure A 5 Figure A 6 Figure A 7 Figure A 8 Front panel of the 3 channel hardware system Internal assembly of 3 channel hardware system DAQ card interface box Front panel of three phase data acquisition program Test set up for three phase data acquisition PD data for machine M1 with gain of 1200 PD data for machine M1 with gain of 2700 PD data for machine M2 with gain of 310 PD data for machine M2 with gain of 600 Single cycl
97. enerally used for power transformers and switchgear due to the existence of excessive electrical noise at the measurement site Acoustic detection also has some disadvantages The primary problem is the complex nature of acoustic wave propagation The acoustic impedances between the PD source and detector can be extremely complex The acoustic wave is distorted by a variety of factors like geometrical spreading of waves frequency dependant velocity effects transmission losses reflections and absorption in materials Due to these attenuation mechanisms the received acoustic signals have very low intensity Hence the sensor has to be very sensitive to detect small changes in signal amplitude in order to detect PD 8 Secondly it is very complex to quantify the relationship between the intensity of acoustic noise and the nature of the fault producing it Hence acoustic detection is not generally used as the primary form of PD detection but is rather used as a complementary technique in conjunction with other techniques e g electrical methods where PD location is essential 49 4 2 3 Optical detection The optical partial discharge detection is based on the detection of light produced as a result of various ionisation excitation and recombination process during a discharge Although all discharges emit radiation the optical spectrum of different discharges is not the same The amount of light emitted and its wavelength is dependant on
98. er sampling rate was considered too large Only after further signal processing can it be commented if sampling with such high frequency will provide any substantial benefits Theoretically a sampling rate of 5Ms s is more than 15 times the maximum frequency of interest i e 300KHz and should be sufficient 104 6 5 3 Data Analysis It can be seen from figure 6 3 that the acquired PD data did not resemble a typical PD pattern A typical PD pattern commonly found in most machines occurs in well defined bands in the first and third quadrant of the sine wave This is shown in figure 6 4 data provided by Dowding amp Mills from their PD database Typical Discharge Pattern 1000 800 600 400 200 0 200 Amplitude V 400 600 800 1000 7 1 1 1 D 0 0 D 1 1 0 0 002 0 004 0 006 0 008 0 01 0 012 0 014 0 016 0 018 0 02 Time 5 Figure 6 4 Typical banded discharge activity Comparing the acquired PD data to typical PD pattern indicates that the acquired data is not of a very good quality and has some form of external interference There is a strong possibility that external interference has a similar frequency spectrum to that of PD data This is because any external interference beyond the bandwidth of 30 300KHz will be filtered by the signal conditioning unit A Fast Fourier Transform FFT analysis on the acquired signal can highlight the frequency components present in
99. ervicing cleaning lubrication etc The main advantage of preventive maintenance is that outages and shutdowns can be planned in advance and the resources can be allocated accordingly preventing any undue burden on the production activity However there are also disadvantages to this strategy At times equipment that is in good condition will be removed from service off line when not necessary causing loss of production and incurring unnecessary labour and outage costs In addition the machine is exposed to the risk of inadvertent damage or incorrect assembly Failure can still occur between inspections causing unscheduled breakdown 1 2 3 Predictive maintenance Condition Based Maintenance Predictive maintenance can be defined as a maintenance technique that applies various technologies and analytical tools to measure and monitor various system and component operating characteristics and to compare these data with established and known standards and specifications in order to predict forecast system or component failures Another definition describes the strategy as the process of identifying production equipment needing maintenance before its performance gets to a point that quality is reduced or an unplanned shutdown occurs 9 Whereas the breakdown maintenance is applied after the failure and preventive maintenance uses precautionary measures to avert possible problems predictive maintenance actually evaluates the existing equi
100. es filled with air usually have a lower permittivity and a lower breakdown strength compared to the insulating material This causes the field intensity to be higher within the cavity than in the dielectric material and may cause a breakdown even under normal working stress affecting the long term integrity of the insulating material 3 2 1 1 Analogue discharge circuit The behaviour of internal partial discharges under a c voltage stress can be described conveniently with an equivalent analogue circuit representation often referred to as the abc circuit Figure 3 3 shows a simplified diagram of a cavity within a section of solid insulating material along with its abc equivalent circuit 33 Air filled cavity Solid Dielectric Figure 3 3 Simple model of a cavity in dielectric 6 In figure 3 3 the capacitor C represents the capacitance of the cavity Cy represents the capacitance of the dielectric material in series with the cavity and represents the capacitance of the rest of the dielectric material S represents the spark gap which breaks down when the voltage across it reaches the void breakdown level The table 3 1 shows relative permittivity and breakdown strengths of some typical high voltage insulating materials Table 3 1 Relative permittivity and breakdown strength of HV insulating materials Material Relative permittivity Breakdown strength kV mm Air atmospheric
101. etwork Hence in order to train a neural network it is first necessary to develop a defect database The defect database will contain a library of defects failure mechanisms and the corresponding signal patterns Post training the neural network will be capable of co relating a PD pattern to corresponding defect This forms the basis of an expert PD system If the system comes across a PD signature which is entirely new then it can be added to the database for future reference effectively making the system self learning A block level representation of such a system is given in figure 9 4 This of course is a very simplistic view of an expert system and the development of a practical system on similar lines will need a significant amount of research and experimentation 145 Digital Signal Processing Statistical Parameters Deduced quantities PD defect PD Classifier library Neural Network Historical PD 5 information Comparison Database Figure 9 4 Block diagram of an expert PD system 146 9 2 Remote Monitoring System Most often PD is monitored on a periodic basis as the insulation degradation is a slow process Continuous monitoring systems are available on the market but have not been popular particularly in the North Sea Oil Industry due to the occurrence of false alarms False alarms usually occur when a random noise pulse crosses the threshold set by the user for detecting PD More recently there has b
102. evelopment as the PCMCIA format is becoming outdated The availability of laptop computers with 2 PCMCIA slots is sparse Hence various market available DAQ cards were researched with alternative interface options A USB interface was thought to be the most suitable option as laptops with three to four USB ports are readily available in the market 134 Handyscope HS4 by Tie pie engineering is a four channel simultaneous sampling USB DAQ card with a maximum sampling frequency up to 5 Ms S and has an on board memory of 512 MB It is relatively inexpensive compared to some of the competitor s products and was thought to be a viable option The device was equipped with suitable drivers for LabVIEW software interface An attempt was made to develop another DAQ program using the new USB DAQ card However the development proved to be time consuming due to certain issues with the way the device drivers interfaced with LabVIEW software The device drivers also did not provide sufficient options and control for triggering signals Hence the Handyscope HS4 was not considered to be the preferred option It was best considered to avoid 3 party drivers for LabVIEW interface It was decided to choose a DAQ card provided by National Instruments for its excellent device driver interface and ease of programming The NI USB 5132 DAQ was chosen for the application The DAQ card has 2 simultaneously sampled channels with a resolution of 8 bits and is
103. f electrical insulation cannot be underestimated Electrical insulation has combined functions in providing electrical isolation mechanical support heat dissipation energy storage and personal safety Hence electrical insulation in any system is of paramount importance It is of utmost interest to the manufacturers and the users to know the operating life of any electrical system From the manufacturer s point of view it is mainly to establish that the product will exceed its guaranteed lifespan Another equally important reason is to be able to determine the change in lifetime if any alterations are made in the manufacturing process or material used From a user point of view it is necessary to asses the operating life of the machine for a given load or duty cycle This is of particular importance to users like electric utilities where the user has to have confidence that a particular machine will remain in an operative condition until the next planned shutdown The safety margins in traditional winding designs were very liberal Precautions like thicker ground wall insulation for extra insulation greater cross section of copper to reduce the operating temperature etc were used to increase the expected life of the rotating machine This resulted in insulating systems that outperformed the expected life However providing such liberal safety margins meant a significant increase in the manufacturing cost of the machine The manufacturers are
104. f 8 bits The Pseudo code for the program is given below Pseudo code Acquire state i Configure the DAQ card with acquisition parameters like sampling frequency no of samples to be acquired voltage range etc ii Read the voltage input on both channels i e reference channel and PD data channel iii Display the data from both channels on the graph Write state i Prompt user for a file path and name to store reference signal data ii Write the reference signal data to the selected location iii Prompt user input for a file path and name to store PD phase data iv Write the PD phase data to the selected location Read state i Prompt user to select a file to read the reference signal data ii Prompt user to select a file to read the PD phase data iii Read the data from selected files and display them on the same graph Stop state i Stop waiting for any user input and exit the program The LabVIEW block diagram is shown in figure A 1 The program uses an even structure to detect user input 178 Acquire State Write State Figure A 1 LabVIEW block diagram Single channel DAQ program 179 A 5 2 Amplitude based filtering This program is used to filter out any pulses whose amplitudes are beyond the user set threshold The effectiveness of filtering process can be seen from the time domain and frequency domain graphs provided The pseudo code for this pro
105. fications Introduction to LabVIEW software Data acquisition software On site testing of single channel system 6 5 1 test set up 6 5 2 The waveform display 6 5 3 Data analysis 6 5 3 1 Filtering noise Method 1 6 5 3 2 Filtering noise Method 2 Summary vii 58 59 59 62 63 64 67 69 70 70 71 72 73 74 76 76 79 83 87 88 91 92 94 97 98 98 99 100 100 102 103 104 105 106 108 112 Chapter 7 Three Phase Partial Discharge Monitoring Hardware 7 1 7 2 7 3 7 4 7 5 7 6 7 5 Introduction Important design considerations System block diagram The Rogowski coil Signal conditioning unit 7 5 1 Isolation transformer 7 5 2 Input variable gain amplifier 7 5 3 High pass filter 7 5 4 Low pass filter 7 5 5 Output variable gain amplifier Analogue to digital converter Summary Chapter 8 Three Phase Data Acquisition Software 8 1 8 2 8 3 8 4 8 5 Introduction Data acquisition software On site testing of 3 channel system 8 3 1 Comparison of system performance 8 3 2 Continuous data acquisition 8 3 3 PD and noise 8 3 4 Data compression USB data acquisition system Summary Chapter9 Discussion 9 1 9 2 9 3 Software development 9 1 1 Noise detection and filtering 9 1 2 PD data display methods 9 1 3 PD analysis techniques Remote monitoring system Summary Chapter 10 Conclusions and Future work 10 1 10 2 Conclusions Future work 10 2 1 Ha
106. filter configuration was adopted to obtain a flat frequency response in the pass band A lower cut off frequency of 10KHz was chosen instead of 30KHz to ensure a flat frequency response in the desired range A 4 order filter was constructed which had a gain of 8 13 dB When cascaded with the AAF the resultant band pass filter gave a theoretical combined gain of 20 6 dB in the passband The complete circuit 87 diagram for the high pass filter is given in Appendix A 3 1 The frequency response of the combined band pass filter is shown in figure 5 13 30 20 Gain dB 30 4 40 4 50 4 60 4 Frequency Hz Figure 5 13 Frequency response of the combined band pass filter 5 5 4 High Gain Amplifier A high gain bandwidth product bandwidth of 300KHz and gain of 2700 requirement as stated in table 5 1 impose a significant demand on the amplifier Also due to the noise sensitive application the susceptibility of the amplifier to small noise and pick ups is of paramount importance It is an acknowledged fact that the amplifiers themselves can be a source of noise and a poor design can compound this problem to a greater extent Some of the factors which would play a major role in the design of the amplifier are as follows e Gain Bandwidth Product e Slew rate e Input Output impedance e Frequency Phase response e Noise susceptibility e PCB layout 88 Simulation of amplifier ci
107. four states i e Acquire Save Read and Exit The Acquire function continuously acquires and displays the data like an oscilloscope The Save function acquires and saves the PD data for 100 cycles The Read function reads the data from a file for 100 cycles and the Exit function closes the program The pseudo code for each of the states is given in the following sections 188 Pseudo code Acquire state vi vii Configure all the data acquisition channels using Master config vi and Slave config vi Disable all user inputs except Stop button Initiate acquisition and read the voltage input from all four channels for a period of 20ms Convert the waveform array from each channel to numerical scalar array and compress the data using Compression vi Convert the numerical scalar array to waveform array using Graphs vi and display the compressed data on the graphs Continuously keep acquiring and displaying the data like an oscilloscope by repeating steps iii v until user presses the Stop button or an error occurs If user presses Stop button stop the acquisition process enable all the user controls and wait for user command The LabVIEW block diagram for Acquire state is shown in figure 7 189 061 11 Acquire Value Change Master Device Blave Device Acquire EX
108. ftware The analysis software was designed and developed by Dowding amp Mills and is specifically intended for use with PD analysis of rotating machines However in order to analyse the data through this software the raw PD data had to be provided in a certain format The data acquired was stored in NI HWS format and was not compatible with the existing software 8 3 2 Continuous data acquisition The three phase DAQ software described in the previous section was capable of acquiring three phase PD data only for 1 single cycle at a time A single cycle of PD data does provide a brief snapshot of the PD activity but it is not considered sufficient to carry out a detailed analysis This is because PD is inherently random in nature A PD pulse that appears in one cycle may not appear in another Hence in order to provide statistical robustness the PD data is always acquired over a larger number of cycles It also helps in the implementation of various noise detection and elimination algorithms for a reliable analysis of PD The software was further modified to be able to acquire data from all three phases of the machine over a period of 50 cycles The LabVIEW code for this program is given in Appendix A 5 4 The behaviour of Acquire function remains the same as in previous program Modifications were made to the Write and Read functions On initiating the Write function the user is prompted to enter a file name 4 times in a
109. further to achieve an automated analysis 155 More recently there has been a demand for systems capable of monitoring PD remotely The advantages of a remote monitoring system over the conventional periodic monitoring have been discussed in Chapter 8 However implementation of a remote monitoring system demands a substantial investment in terms of having a fibre optic or Ethernet TCP IP intranet system Currently there are not many plants that have a fibre optic TCP IP intranet system that is readily available throughout the plant Secondly each machine will need its own individual PD data collector unit installed Due to these factors the commercial implementation of such a system is currently not a financially viable option However as time progresses most industrial plants are bound to modernise and the cost of data acquisition systems will reduce making remote monitoring an attractive practical solution Hence including options for remote monitoring in the future PD system design should be strongly considered 156 10 11 12 References Mobley R An Introduction to predictive maintenance 2002 Available at http books google com books id SjqXzxpAzSQC amp dq predictive maintenanc Accessed 18 May 2009 Stephens Matthew P Productivity and Reliability Based maintenance management Pearson Prentice Hall pp 66 Howarth W Predictive Maintenance saves money Improves plant reliability May 2004
110. g was configured to high hysteresis triggering mode In this mode a trigger is generated when a signal is greater than a set high value with the hysteresis specified by a set low value The high value was set to 0 volts and the low value was set to 0 5 volts Thus a trigger is generated initiating the data acquisition every time the reference sine wave made a positive going zero cross On completing the data acquisition of one complete cycle 20mS it is transferred from the DAQ board memory to the host computer and displayed on the screen The user can then review the data and store it The data is stored in the NI HWS Hardware Waveform Storage format It is a flexible file format that offers data compression making it suitable to store large amounts of scientific data Hence it is the recommended file format by National Instruments for storing multiple channels of waveform data 124 8 3 On site testing of 3 channel system Due to the lack of high voltage facilities most of the hardware testing was heavily dependent on testing the machines available at industrial sites This had an adverse effect on the time required for prototype testing It was operationally difficult and time consuming to acquire suitable permission for testing the high voltage machines on industrial sites Again with the co operation of Dowding amp Mills a site visit was arranged to another petroleum refinery plant in UK The main purpose of this si
111. ge 3 2 Types of partial discharge Based on the location and nature of partial discharges they can be classified into the following four categories 6 1 Internal discharges usually occurs within gas filled cavities called voids in liquid and solid insulating materials 2 Surface discharges occurs on the surface of an insulating material or at the interface of different insulating materials 3 Corona discharges tends to occur on sharp edges or thin conductors that are connected to high or ground potential 4 Electric treeing Figure 3 2 shows the different types of discharges along with their locations 32 Discharges Surface Discharges Discharges in internal voids ef Discharges in electrical trees Figure 3 2 Different Types of Discharges 3 2 1 Internal Discharges Internal discharges take place in inclusions or cavities voids within the insulation It is not practically possible to completely eliminate the occurrence of small faults like voids in an insulating material A practical insulation structure of a high voltage stator will invariably contain small voids or cavities often due to inhomogeneities in the insulating material used for the manufacturing Natural resin based coils and synthetic resin based coils contain gaseous inclusions and are formed due to small quantities of air that become trapped in the insulation during the curing and pressing stages These caviti
112. gnals The sampling frequency is governed by the Nyquist criteria which states that the sampling frequency fs should be at least twice the maximum input frequency In other words only the input signals with a frequency below f 2 are reliably digitised If the input signal contains frequencies greater than f 2 then a portion of the signal can fold back and get mixed with the signals present within the frequency range of interest This makes it impossible to distinguish between signals below f 2 and signals above f 2 causing an error in measurement This error is called aliasing The process of aliasing can be eliminated by using a suitable analogue low pass filter prior to the digitisation process The anti alias filters can be implemented either using a passive filter network or by an active filter network The passive filter network is realised by using passive devices such as resistors and capacitors The output impedance of a passive filter is relatively high when compared to an active filter Since the resistor value is typically large to keep the capacitors at a reasonable value the next stage device can see significant load impedance For example a 1 KHz low pass filter which uses a capacitor would need a 1 59 resistor for implementation as shown in figure 5 8 This value of resistor could create an undesirable voltage drop or make impedance matching difficult This will be particularly important where the passive fil
113. gnition of 3 d partial discharge patterns IEEE Transactions on Dielectrics and Electrical Insulation April 1994 Vol 1 No 2 pp 265 275 G C Montanari Insulation Diagnosis of High Voltage Apparatus by Partial Discharge Investigation 8th International Conference on Properties and applications of Dielectric Materials Bali Indonesia June 2006 pp 1 11 Krivda A et al The use of fractal features for recognition of 3 D partial discharge patterns IEEE Transactions on Dielectrics and Electrical Insulation October 1995 Vol 2 No 5 pp 889 892 Salama M M A Bartnikas R Determination of neural network topology for partial discharge pulse pattern recognition IEEE Transactions on Neural Networks 2002 Vol 13 No 2 pp 446 456 Candela R Mirelli G Schifani PD recognition by means of statistical and fractal parameters and a neural network IEEE Transactions on Dielectrics and Electrical Insulation 2000 Vol 7 No 1 pp 87 94 Jeong Tae Kim et al Partial Discharge Pattern Recognition Using Fuzzy Neural Networks FNNs Algorithm Proceedings of the IEEE International Power Modulators and High Voltage Conference Las Vegas USA 2008 pp 272 275 Ji Yang Lin Du You Yuanwang Wavelet Multi Resolution Analysis Used for Partial Discharge Pattern Recognition Conference Record of Twenty Seventh International Power Modulator Symposium Arlington USA 2006 pp 108 111 http w
114. gram is given below The LabVIEW block diagram is shown in figure A 2 Pseudo code i Prompt user to select a data file to read ii Read the file and display the original time domain graph iii Calculate the Fast Fourier Transform FFT of the signal and display the frequency spectrum on the graph iv Strip the waveform array for analysis v Compare each element of the array with the set ve amp ve threshold limits If data is within limits then retain the original value else convert the value to 0 vi Build a new waveform array with the modified values vii Display the time domain waveform on the graph viii Calculate FFT of the new waveform and display the frequency spectrum on graph for comparison The original and filtered waveforms are plotted on separate graphs for comparison 180 181 d ime domain filtered signal selected path gt HWS NI HWS Express Load Spectral Measurements2 Measurements FFT Peak Figure 2 LabVIEW block diagram for amplitude based filtering technique 5 3 Frequency based filtering This program calculates the Fast Fourier Transformer of the signal to detect the various frequency components The highest frequency component and its harmonics are thought to be external interference and are filtered out using a series of band reject filters The signal also undergoes band pass filtering 80 300KHz to eliminate
115. he PD data can be acquired and stored on a pulse by pulse basis making it possible to post process the data and calculate various statistical moments that can provide information for the characterisation of PD data Figure 5 1 shows a basic representation of a computer based PD detection system Test Sample Or Equipment Computer Digital Sensor Interfacing Analogue Figure 5 1 General block diagram for computer based PD detection system 2 There are three main components of the measurement system The sensor detects the analogue PD signals The interfacing circuit provides any signal conditioning requirements and converts the information to digital format using an A D converter The raw digital data is then transferred to a computer which displays the PD data in desirable formats and allows post processing and storage of PD signals 70 5 2 Hardware Specifications Prior to the design process it is necessary to establish the hardware specifications of the data acquisition system Table 5 1 details the hardware specifications of the signal conditioning unit along with the specifications of the digitiser determined as discussed below Table 5 1 Data acquisition hardware specifications Signal conditioning hardware specifications Filter lower cut off frequency 30 KHz Filter upper cut off frequency 300 KHz Filter stop band attenuation 48 dB min Amplifier bandwidth 300 KHz Minimum amplifier gain
116. he new design implements a common shaft arrangement to change the gain of both the amplifiers using a single knob The number of available gain settings has also been modified to amplify partial discharge signals of various amplitudes 113 e The single channel prototype was built a strip board commonly used for prototyping electronic circuits However this is not ideal for high frequency applications The parasitic capacitance of the board can have an undesirable effect and deteriorate the performance Hence the new hardware was designed and built on Printed Circuit Boards PCB Efforts were taken to reduce noise during the PCB design by providing a sufficient area of ground plane e The signal input output BNC connectors and the gain selecting switches located on the front panel have been mounted directly onto the PCB to avoid additional wires and connections thus helping to reduce unwanted noise pick up 7 3 System block diagram Figure 7 1 shows the complete detailed block diagram of the three phase PD detection unit The block diagram is very similar to the single phase system Any minor modifications in the individual blocks have been described in the next section 114 Rogowski Coil Signal conditioning unit Variable Gain Amplifier Isolation Variable Tx Gain High Pass Low Pass 1 1 Amplifier Filter Filter Isolation Variable Variable Tx Gain High Pass Low Pass Gain 1 1 Amplifier Filter Filter Ampl
117. he system development and that of the system The project requirement dictates that the new system should be suitable for PD monitoring with Rogowski coils PDC 85 Model manufactured by Dowding amp Mills Many PD detectors have analogue input functions accepting inputs from temperature sensor and humidity sensor As discussed in chapter 2 temperature and humidity influences PD activity but the effect of this change in PD activity on the actual insulation degradation is a relatively slow process While this feature can prove useful in continuous PD monitoring systems it is not of any relevance for a periodic monitoring PD detector system as the data is acquired over a very short period of time few minutes and the monitoring intervals are fairly large few months The new system falls under the periodic monitoring category It was observed that a variation of bandwidths exist for different systems ranging from a few KHz to a few GHz range depending on the application of the system This parameter is important because the higher the bandwidth the higher would be the burden on the data acquisition hardware This directly influences the hardware cost of the equipment Bandwidth requirement is dictated by the characteristics of the detecting sensor Rogowski coil in this case and the equipment to be monitored rotating machines in this case Considering both these factors the bandwidth requirement of the new system is chosen to be less than
118. hen G Comparison between optical and electrical methods for partial discharge measurement Proceeding of 6 International Conference on Properties and applications of Dielectric Materials 21 26 June 2000 Vol 1 300 303 Cosgrave J A Vourdas A Jones G R Spencer J W Murphy M M Wilson A Acoustic monitoring of partial discharges in gas insulated substations using optical sensors IEE Proceedings on Science Measurement and Technology Sep 1993 Vol 140 No 5 pp 369 374 Blackburn T R Phung B T James R E Optical fibre sensor for partial discharge detection and location in high voltage power transformer Sixth International Conference Dielectric Materials Measurements and Applications 7 10 Sep 1992 Manchester pp 33 36 Sang Bin Lee Jinkyu Yang An on line groundwall and phase to phase insulation quality assessment technique for AC machine stator windings Conference Record of Industry Applications Conference 2 6 Oct 2005 Vol 1 pp 10 19 Nelson R L Bridge measurement of very low dielectric loss at low temperatures Proceedings of Institution of Electrical Engineers July 1974 Vol 121 No 7 pp 764 770 IEEE Recommended Practice for Measurement of Power Factor Tip Up of Electric Machinery Stator Coil Insulation 2001 Kelen Andreas Critical Examination of the Dissipation Factor Tip up as a Measure of Partial Discharge Intensity IEEE transactions
119. her important factor that can influence the insulation ageing process If the endwindings are clean and dry with no surface contamination and there is sufficient spacing between the coils bars there will be no partial discharges Under such circumstances humidity will have a minimal effect on the insulation However if the coils are contaminated and are suffering from surface tracking or insufficient spacing partial 27 discharges will occur and can be strongly affected by humidity Stone amp Frenger showed the significant influence of humidity on partial discharge activity in high voltage stator windings suffering from surface insulation degradation and emphasised the practical importance of humidity measurement along with partial discharge 39 40 have measurement as a trending parameter Naprasert et al and Binder et al shown that the lower the relative humidity the higher the partial discharge activity and conversely the discharge activity diminishes or are even extinct at higher humidity Nawawi et al explained the phenomenon stating at humid conditions the partial discharge inception voltage decreases and the partial discharge extinction voltage increases leading to a decrease in discharge magnitude The study conducted by Slotani et al 2 showed that humidity can have different effects on different types of partial discharges For coils with insulation containing asphalt more hygroscopic material humidity amplified
120. hotomultiplier Detailed investigations of these techniques have been carried out by Cosgrave et al and Blackburn et al 93 The optical detection method is immune to electromagnetic interference However this technique is not widely used in industry due to the cost of the equipment and invasive nature of the technology 8 As air and SFg are 100 transparent light can be detected from a large distance However in the case of liquid and solid insulation a section of emitted light will be absorbed and the detection may become difficult Also a relationship between the discharge magnitude and intensity of light is difficult to establish making it difficult to calibrate 50 4 3 Electrical detection techniques A vast range of electrical techniques have been developed over a period of years for the measurement of partial discharges The main advantage of electrical detection is that they are perhaps more sensitive compared to other methods and hence are more popular and more frequently used The currently used electrical detection technique lays emphasis on capturing the current pulse created by the electrical streamer within the void or the current due to surface discharge A small amount of current flows every time a PD occurs creating a voltage pulse across the impedance of the insulation system Measuring this pulse forms the primary means of detecting PD A typical stator coil bar may have numerous discharging sites and there may be
121. ich can lead to various faults For example direct on line starting is still prevalent whereby the machine is started at full load causing high mechanical and thermal stresses The manifestations of faults can be either mechanical electrical or a combination of both Some of the major faults are bearing failure rotor bar breakages eccentricity problems and stator winding failure A survey of failures in high voltage induction motors in the petrochemical industry has been presented Thorsen et al Table 1 1 shows the details of the failed components along with the number of failures and its percentage Table 1 1 Distribution of failures on failed motor component Failed component Number of failures Percent Bearing 129 51 6 Stator Windings 62 24 8 Rotor bars rings 15 6 Shaft or coupling 8 3 2 External device 34 13 6 Not specified 2 0 8 Total 250 100 The main fault contributors of motor faults are described below 1 3 1 Bearing faults There are many reasons attributable for bearing faults Rotor malfunctions and dynamic failures produce a great deal of energy that is dissipated from the system through bearings and their support Some of the main reasons for failure are improper or insufficient lubrication heavy radial and axial stresses due to shaft deflection worn teeth in gearboxes coupling misalignment and inadequate mounting This list is not exhaustive but is examples of major st
122. ifier 1 1 1 1 1 Rogowski ere TTL i Coil DAQ Card Isolation Variable Variable i H Tx Gain High Pass Low Pass Gain AID Onboard ost 1 1 Amplifier Filter Filter Amplifier p Converter circuitry PANY Computer 1 1 1 1 1 Tt ee Rogowski i Coil 1 1 1 I Bus 1 1 1 1 1 Reference signal generator Reference Passive Line Step Low Pass Potentio Signal Voltage Down Tx Fitter meter Figure 7 1 Complete Block diagram of three phase PD detection system 115 The description of the individual blocks of the three phase system is given below 7 4 The Rogowski coil No changes were made to the design of the Rogowski coil due to the associated commercial implication of changing the existing Rogowski coils already installed on a world wide basis 7 5 Signal conditioning unit 7 5 1 Isolation transformer The single channel system used a hand wound transformer with a turns ratio of 1 10 i e 18 turns primary and 180 turns secondary build on a RM 8 core The frequency response of this transformer was fairly linear in the desired frequency range of 30KHz to 300KHz However there was a small voltage drop in gain at frequencies higher than 250KHz This will affect the accuracy of the system in its higher frequency range A standard market available 1 1 isolation transformer with a frequency bandwidth of 1MHz was identified and used in the new design
123. igh amplitude of mains frequency Another possible way of performing the process is by splitting the amplification stage in two stages The signals from the coils can be amplified to a certain extent and then passed through high pass filter to remove the mains frequency content The signals can then be subject to low pass filtering to filter the high frequency content Further amplification can be provided after filtering Hence it would be desirable to have some initial amplification followed by band pass filtering and then provide further amplification Such an arrangement is shown in figure 5 7 c configuration 3 77 High Pass Filter 10KHz Signal input Amplifier Signal input Signal input High Pass Anti Alias Pre Amplifier Filter Filter Amplifier Fe 10KHz 300KHz Anti Alias Filter Amplifier 300KHz Figure 5 7 a configuration 1 High Pass Anti Alias Filter Filter Fe 10KHz Fe 300KHz Figure 5 7 b configuration 2 Figure 5 7 Different configurations of DAQ system Figure 5 7 c DAQ configuration 3 78 With the establishment of the signal conditioning requirements the next section deals with the design aspects of individual sections of the signal conditioning unit 5 5 2 The Anti Aliasing Filter AAF The A D converters are usually operated with a constant sampling frequency when digitising the analogue si
124. ign to be lighter making it easy to use and transport The signal conditioning hardware essentially a filtering and amplification unit is capable of providing a limited number of gain steps 6 different gain settings Although the minimum and maximum settings are sufficient to accommodate the high and low level discharge pulses addition of intermediate gain steps will provide better visualisation of discharge pulses This will ultimately aid in making a better analysis The existing acquisition and analysis software was developed using Visual Basic and C The use of more modern software like LabVIEW which specifically designed for data acquisition and analysis will provide a platform for sustained development due to its modular approach Various data compression techniques can be used for storing the raw partial discharge data in an efficient manner At a later stage the possibility of remote monitoring can be explored which is fast becoming the basis for the maintenance industry although it will not be a part of this project 16 CHAPTER 2 AGEING OF INSULATION SYSTEMS 2 1 Introduction In any electrical system the insulation is considered as the passive component as it does not carry any electrical current and does not directly contribute towards the functioning of the electrical system In other words insulation is an overhead in the system that adds to the cost and increases the conductor size However the role o
125. increase the cost of repair parts and the downtime required to correct machine failure Such a scenario is of particular relevance to process industries like the oil and gas industry where unexplained or unplanned shutdowns can have serious financial consequences in terms of lost production However this may be an appropriate strategy in some cases such as when a failure has no serious cost or safety consequence or is low on the priority list or when implementing a predictive maintenance strategy is not practical Breakdown maintenance can also be considered as the default maintenance action since the possibility of an unexpected breakdown will always exist 1 2 2 Preventive maintenance Preventive maintenance can be defined as a series of predefined and scheduled maintenance activities that are designed to reduce equipment breakdowns increase equipment reliability and improve productivity 9 Contrary to breakdown maintenance preventive maintenance takes steps to prevent and fix problems before a failure occurs All the preventive maintenance strategies are time driven programs and mainly use off line monitoring techniques The maintenance is performed on a scheduled basis with scheduled intervals often based on manufacturers recommendations and past experience with the equipment The maintenance includes activities like keeping an accurate history of equipment performance and repairs routine inspections performing necessary upkeep and s
126. ingle phase system The circuit diagram is provided in Appendix A 4 1 100 10 100 1000 Frequency KHz e Gain 2 Gain 3 Gain 6 Gain 12 Gain 18 Figure 7 2 Frequency response of input amplifier 3 phase system 7 5 3 High pass filter The design of the high pass filter has essentially remained unaltered The filter was implemented using the op amp AD8055A instead of MAX 437 for reasons already stated Polypropylene film capacitors were used as they have close tolerances and low losses and are specifically used in filter networks The filter has a cut off frequency of 10KHz and provides a fixed gain of 2 55 8 13dB 7 5 4 Low pass AAF filter This 6 order Sallen key Butterworth low pass AAF filter was also built using AD8055 op amps The design and the configuration remain the same as the single channel system The filter has a cut off frequency of 500KHz and provides a fixed gain of 4 12 12 3dB This filter is cascaded with the high pass filter to provide a bandwidth of 10 500KHz and a signal gain of 10 20dB The frequency response of the combined band pass filter is shown in figure 7 3 117 Frequency Hz Figure 7 3 Frequency response of band pass filter 3 phase system 7 5 5 Output variable gain amplifier The design and construction of the output variable gain amplifier is almost identical to the input amplifier apart from a few gain settings The gain
127. iological studies IEEE transactions on Power Delivery 1989 Vol 4 No 3 pp 1541 1551 162 78 79 80 81 82 83 84 85 86 87 88 89 90 Imad U Khan Zhongdong Wang Cotton Northcote S Dissolved gas analysis of alternative fluids for power transformers IEEE Electrical Insulation Magazine 2007 Vol 23 No 5 pp 5 14 Ferrito S J A comparative study of dissolved gas analysis techniques the vacuum extraction method versus the direct injection method IEEE transactions on Power Delivery 1990 Vol 5 No 1 pp 20 25 Khan Zhongdong Wang Jie Dai Cotton Northcote S Fault gas generation in ester based transformer fluids and dissolved gas analysis DGA International conference on condition monitoring and diagnosis 21 24 April 2008 pp 909 913 Emsley A M Stevens G C Review of chemical indicators of degradation of cellulosic electrical paper insulation in oil filled transformers IEE Proceedings Science Measurement amp Technology 1994 Vol 141 No 5 pp 324 334 Unsworth J Mitchell F Degradation of electrical insulating paper monitored with high performance liquid chromatography IEEE transactions on electrical insulation 1990 Vo 25 No 4 pp 737 746 M Muhr R Schwarz Partial discharge measurement as a Diagnostic Tool for HV Equipments 8 International conference on Properties and Applications of
128. ions for a given design However this type of filter contains a ripple in the pass band region i e gain is not constant gain in pass band and is not desirable Also it has the poorest phase linearity in all three families The Bessel filter has linear phase characteristics but the stop band roll off rate is worse than the Butterworth family Compared to Butterworth and Chebyshev elliptic filters have the most rapid transition band However the elliptic filters have ripple both in pass band and in stop band Due to maximal flat band response the Butterworth and Bessel types are considered most suitable for AAF One of the important design factors to be considered while building an AAF is that the minimum gain of the filter in stop band should be less than the Signal to Noise Ratio SNR of the sampling system This is illustrated in figure 5 9 The f 2 is the fold over frequency f4 is the frequency at which the magnitude goes below the resolution of the converter Any signal up to frequency fa e g at X would not produce an image frequency in the required band but if there was a component Y outside fa then that would give an alias component Now the frequency fa is the stop band frequency that is governed by the SNR of the sampling system For instance if a 12 bit A D converter is used the ideal SNR is 72 dB The filter should be designed so that its gain in stop band is at least 72dB less than the pass band gain An increase i
129. is provided in Appendix A 2 Figure 5 3 a Standard Figure 5 3 b PDC 85 Figure 5 3 c PDC 85 PDC 85 installed on HV cable installed on bus bar Figure 5 3 Rogowski Coil amp Installation Courtesy Dowding amp Mills 5 4 1 Impulse response of Rogowski Coil It is important that the PDC 85 Rogowski coils are sensitive enough and able to pick up high frequency current signals and output them in a measurable range A discharge pulse is made of two components These are 1 Rise time known as the front of the pulse 2 Fall time tail of the pulse In order to generate the pulses first a signal generator is used to produce a square wave An RC circuit allows the generation of pulses The frequency of the pulse can be controlled with the values of R and C while their magnitude can be controlled with the signal generator thus allowing pulses to be in desired range The RC circuit used for generating pulses is shown in figure 5 4 10 nF 500 1000 __ Pulse Signal Generator Figure 5 4 RC circuit for generating pulses 74 The circuit shown in figure 5 4 is made of a 10nF capacitor in series with 100 Ohm and 500 Ohm variable resistor These values of components give a practical pulse with frequencies in the range of 40 200 KHz i e 25uS to 5uS A test set up was made to measure the response of the PDC 85 Rogowski coil The set up was in accordance to the procedure stated by Dowding amp Mills manuf
130. isition software Figure 8 1 shows the front panel of the three phase DAQ system The display section has been modified to a greater extent There are three graphs on the front panel The top graph displays the reference sine wave signal along with the red phase PD data The middle and bottom graphs display the yellow and blue phase PD data respectively The various controls provided to the user for controlling the acquisition process remains the same as the single channel system with some minor behavioural changes The Acquire function initiates the data acquisition process and acquires data over a period of 20ms and displays it on the screen 122 Three Channel StatorMonitor System i 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 001 0 002 0 003 0 004 0 005 0 006 0 007 0 008 0 009 0 01 0 011 0 012 0 013 0 014 0 015 0 016 0 017 0 018 0 019 0 02 1 0 0 0 0 1 0 1 1 0 0 1 1 1 1 1 0 0 004 0 005 0 006 0 007 0 008 0 009 0 01 0 011 0 012 0 013 0 014 0 015 0 016 0 017 0 018 0 019 0 02 Acquire Write Read Figure 8 1 Front panel of three phase data acquisition program However there is a modification in the behaviour of the Write and Read function The Write function is used to permanently record the data onto a disk The data is stored in 4 separate files one stores the reference signal and the remaining 3 store the respective PD data Hence when the Write function is initiated
131. ition to this there is a strong economic incentive to continue running older machines up to and beyond their original design lifetime Therefore in a climate of such harsh economic reality modern industry experiences a small but significant number of faults in their rotating plant which may eventually lead to failure and subsequent loss of availability The financial costs of such losses represent a significant percentage of the capital cost of the machine This is especially applicable to high cost operational environments such as offshore oil and gas production where an entire platform may have to shut down if a particularly crucial machine fails Hence the efficient maintenance of such electrical assets has become crucial 1 2 Maintenance strategies Productivity is a key factor for all manufacturing industries to stay competitive in the ever growing global market Increased productivity can be achieved through increased availability and minimal downtime This has a direct focus on the different maintenance types and maintenance strategies used Thus the maintenance organisation in the company probably has one of the most important functions namely looking after the assets and keeping track of equipment in order to secure productivity The maintenance costs form a major part of the total operating costs of a manufacturing plant Depending on the type of industry the maintenance cost can represent between 15 and 60 percent of the cost of goo
132. ive movement of a stator bar in relation to the laminated core These electromagnetic forces cause mechanical vibrations and is regarded as one of the major causes of premature degradation of stator winding insulation Maughan et al 82 showed the vibration can cause fretting of insulation which can eventually lead to mechanical failure of the stator winding If there is any loosening of bars in the stator slots then the vibration forces will cause a mechanical abrasion of the coil sides and the groundwall insulation Such friction can cause damage to both the protective corona shield on the coil surface and the groundwall insulation This may result in an increased partial discharge activity and accelerate the process of insulation degradation Edwards 3 detected the insulation abrasion in the slot region by on line partial discharge measurements and reported that such abrasion will lead to a 21 progressive loss of the corona screen and subsequently the main groundwall insulation Kai Wu et al 99 studied the effect of mechanical vibrations on the partial discharge behaviour and demonstrated the amplitude and frequency of vibrations cause a significant variation in the partial discharge pattern Axial Coil Movement Stator Core Stator Bar Radial Coil Movement Figure 2 2 Movement of stator bar in relation to core A similar magnetic force occurs in the end windings region The movement in the end winding is more pronounced due
133. izontal line on the oscilloscope As the voltage is increased discharges can occur causing a vertical deflection of the trace on the screen The combinations of horizontal and vertical deflections produce a parallelogram pattern loop on the screen and the area covered by the parallelogram 53 100 is directly proportional to the discharge energy 709 Figure 4 3 shows the basic circuit of a DLA High Voltage Test Sample ore Oscilloscope Low Voltage Figure 4 3 Basic circuit of Dielectric Loss Analyser 9 101 there are Although these techniques have been successfully applied in industry certain limitations The major disadvantage is that they provide an integrated measure of PD activity making it difficult to detect the nature of PD activity They cannot distinguish between the presence of a few large discharge sites detrimental to insulation and several small discharge sites relatively innocuous They are generally not very sensitive and can only be applied off line Hence they are often considered unsuitable as the primary means of insulation assessment 4 3 2 Detection of current pulses The current detection circuits operate by responding to the current pulses produced by discharges section 3 2 1 1 The small amplitude current pulses are transformed into voltage pulses which are amplified and then displayed on a suitable screen These current detection circuits are classified in two different categories i e
134. l performance This directly has an influence on the design of the measurement system It was not within the scope of this project to design a new Rogowski coil The new system design was specifically targeted for use with PDC 85 Rogowski coils designed by Dowding amp Mills that have been already installed on a substantial number of machines in the North Sea Oil Industry The upper frequency limit of this coil is approximately 300 KHz The sensitivity of the coil to the mains frequency current is 0 1mV A A brief description of the PDC 85 coil is provided here The PDC 85 coils are BASOOATEX2051 certified EX 1 2 EExe Il T6 1000Amps Ambient temperature from 20 to 60 degrees to satisfy the safety regulation This allows the transducers to be fitted as close to the winding as possible machine terminals even on machines located in hazardous environments In order to simplify the installation the coils have been designed to be split into two halves eliminating the need to disconnect the supply cables from the machine terminals A standard PDC 85 coil is shown in figure 5 3 a The inner diameter of the coil is 85 mm and is best suited for installation on the standard Elastimold connecters However it can also be installed on various sizes of HV cables with diameter of less than 85 mm or on HV bus bars with less than 85 mm 73 width Figure 5 3 b amp show the installation of PDC 85 coil on cable and bus bar The datasheet of PDC 85
135. l detection techniques are most popularly used for rotating machines On line techniques are preferred over off line techniques for reasons well established Different sensors are available for electrical detection of PD i e Rogowski coil RFCT capacitive coupler stator slot coupler each having some advantages over the other The study of various commercially available PD detectors was essential and proved useful to get familiarised with the latest trends in PD detection techniques and provided inputs for new system design The next chapter details the hardware development of the new system 69 CHAPTER 5 SINGLE PHASE DISCHARGE MONITORING HARDWARE 5 1 Introduction The concept of computer based PD measurement has been in existence since the 1970s however the performance of the system was limited by the available technology Over a period of years the advancement and application of digital technology and electronics has significantly improved the process of acquiring storing 126 presented a paper and processing vast amounts of PD data Austin amp James 1976 describing the use of a mini computer for detecting PD Several authors since then have developed a variety of systems in an attempt to provide more power and data processing capacity for digital analysis of PD A brief historical perspective of this development was published by James amp Phung 777 One of the major advantages of computer based measurement is that t
136. le of acquiring PD data from all three phases of the machine in a simultaneous fashion However it was first thought to design a single phase prototype system and evaluate its performance and feasibility If the performance is found to be satisfactory then the design can be adapted for a complete three phase system The block diagram of the initial partial discharge monitoring system can be seen in Figure 5 2 Rogowski Coil Signal A D conditioning Converter unit Host Computer Reference signal generator Figure 5 2 Basic Block diagram of single phase monitoring system The brief description of this system is as follows The Rogowski coil acts as the PD detection sensor and is clamped around one of the phases of the mains supply cable connected to a rotating machine The Rogowski coil is designed to pick up the high frequency current pulses caused by PD that propagate through the stator windings towards the supply terminals The signals then pass through the signal conditioning unit which is essentially a band pass filter and a high gain variable amplifier The lower cut off frequency of the band pass filter is selected such that the unwanted high amplitude mains frequency signal is blocked and does not interfere with the measurement circuitry The upper cut off frequency of the filter is dictated by the anti aliasing requirements that are necessary to prevent any sampling errors The high gain amplifier is necessary
137. ltaneous presence of various stress mechanisms subjects the machine insulating material to multifactor stressing The whole insulation degradation process is made more complex as the interaction between ageing factors is not simply additive but synergistic in nature 99 This means 28 the interaction of various ageing factors produce an effect that is different from the sum of ageing effects produced by each factor individually The simultaneous presence of electrical and thermal stresses has been investigated extensively The presence of these two stresses is almost unavoidable in most 49 54 Mazzanti et al applications and various ageing models have been proposed made an attempt to quantify the synergistic effect of electrical and thermal stresses on insulation life They proposed a synergism factor a ratio between multi stress ageing rate and the sum of single stress ageing rates The tests carried out on polypropylene capacitors and ethylene propylene rubber EPR insulated cable models suggested that the synergism between electrical and thermal stress is negligible only if one stress is very low However when the action of both the stresses is comparable the synergism increases and the factor can reach high values Several papers have reported multi stress models combining the electrical thermal amp mechanical stresses for the life prediction of insulation materials A simple multi stress ageing model can be develope
138. lure Cygan and Laghiri studied various models developed by several 25 researchers providing a critical analysis of each method However the most commonly used models for ageing studies under electrical stress only are the inverse power law and the exponential law Inverse Power Law The inverse power model is one of the most frequently used in the ageing studies under electrical stress only As summarised 9 is described by the following relationship where L is the appropriate unit of time in hours or years V is the applied voltage or electrical stress and k and n are constants to be determined based on the characteristics of a given material and the operation conditions of voltage and temperature If various data points of the above equation are plotted on a log log paper it will result in a straight line The Exponential law Next to the inverse power model the exponential representation is the most commonly used The basic form of exponential law as reported in is given by the following relation oxp RV 2 3 where L is the appropriate unit of time in hours or years V is the applied voltage and c and k are constants to be determined based on experimental data Various data points of the above equation if plotted on a semi log paper will result in a straight line The industry has developed over the years various empirical relations for the prediction
139. m of movement to develop The resultant flexing of the coils can lead to fatigue failure of the insulation structure The vibration can also have an effect of reduced spacing between coils and if coils from 45 different phase groups are involved then it can lead to phase phase discharges It can also cause abrasion of the anti corona coating resulting in surface discharge 3 4 Summary Partial discharges can be classified into three basic types i e internal discharge surface discharge and corona discharge In relation to stator windings discharges can be classified based on their location i e slot discharges and endwinding discharges Although extensive measures are taken during the manufacturing process of high voltage stator windings a small magnitude of discharges will occur due to manufacturing tolerances In service degradation of stator winding insulation is accelerated by various factors like winding movement vibration and deposition of contamination on winding surface When a partial discharge occurs irrespective of its type a current pulse is generated and this pulse can be used for discharge detection Having studied the different types of discharge mechanisms and the associated failure modes in stator windings the next chapter details various techniques used for the detection of partial discharge 46 CHAPTER 4 PARTIAL DISCHARGE DETECTION 4 1 Introduction Partial discharges PD were first observed in the gaseous i
140. mode Additionally there is a provision to synchronise two DAQ cards which can later be used for the complete 3 phase system Also the DAQ card is provided with NI LabVIEW software drivers making it easier to develop the DAQ software The card interfaces the computer through a PCMCIA interface This interface was specifically chosen to enable a laptop computer interface This is because the end product needs to be a portable system making other interfaces like PCI not suitable for this application A PXI system is a possibility but the current cost of a PXI system is considered prohibitive due to the budgetary constraints of the project All the individual sections of the signal condition hardware were developed and tested The detailed block diagram of the complete single channel system is given in figure 5 16 95 Rogowski Coil NI DAQ Card 1 1 i Isolation Variable Low P Variable Host i Tx Gain High Pass ow Fass Gain A D Onboard 1 1 1 1 1 1 1 10 Amplifier Filter Filter Amplifier Converter circuitry Computer Mx a m a as PCMCIA Bus Reference signal generator Reference Passive Line Low Pass Potentio Voltage Down Tx Filter meter Figure 5 16 Complete block diagram of a single phase system 96 5 7 Summary Investigations were carried out into various signal conditioning aspects of the PD signals Filtering and amplification forms the heart of sig
141. mposed of epoxy resin mica paper are less prone to thermal cycling as they have a similar thermal expansion coefficient to copper and thus tend to move axially with copper conductors The work carried out by Montsinger laid the foundation for the empirical relation known as the 106 rule of ageing which states that for every 106 increase temperature the life of insulation would be halved and conversely a decrease 0110 would double the life Montsinger also stated that the deterioration of insulation was due to the loss of mechanical properties and emphasised that the electrical strength increased with thermal ageing until the material cracked open However Montsinger s 10 rule did not always provide valid results due the fact that the materials age at different rates This was asserted in an EPRI study 29 where the insulation halving intervals varied from 8 to 14 C for motors rangin g from 0 7 kW to 350 kW Dakin 29 stated that the physical changes during thermal ageing are the result of internal chemical changes in organic material the theory of chemical reaction rates governed by Arrhenius rate law can be applied to study insulation ageing Dakin proposed that the life of insulation is related to temperature by the following relationship 29 20 where L is the life of the insulation amp are constants determined by the reaction rate of particular degradation and T is the temperature in Kelvin However the
142. n also has limitations The primary limitation of electrical testing is its susceptibility to extraneous interference when compared to other techniques The PD signals that are acquired on site can contain significant amounts of interference arising from various sources making the measurement process more intricate In some cases it becomes extremely difficult or even impossible to distinguish between noise and PD because of short PD pulse width This problem may lead to false detection of partial discharges Another problem with electrical detection is that the received pulse characteristics are highly dependant on the geometry of the HV machine Different 57 components in the machine can distort the pulse shape needed to characterise the PD 112 16 In order to overcome all these fault and can lead to erroneous detection limitations intensive signal processing techniques are deployed on the acquired PD signal to separate the PD signals from noise and extract maximum information from it Despite these limitations electrical detection techniques are by far the most popular and extensively used around the world 4 4 Sensors used for electrical PD detection Various types of sensors are used to detect PD on different types of high voltage equipment The choice of sensor is influenced by factors like suitability of the sensor for detection the costs involved and the type of application A suitable PD sensor should cover the following cha
143. n any previous application for a degree and all the sources of information have been duly acknowledged During the course of research the following training courses were undertaken through an approved Knowledge Transfer Program e LabVIEW Basics Course 3 days e LabVIEW Basics Course 2 days e Offshore Survival Certificate Course 3 days e COMPEX Hazardous Areas Course 5 days e Electricity at Work Regulations Course 1 day Signature September 201 1 Acknowledgements First and foremost would like to express my sincere gratitude to Prof John Watson for providing me the opportunity to undertake this project through Knowledge Transfer Programme His continual support and guidance as my main project supervisor throughout the course of the project was invaluable would also like to thank Dr Dino Kouadria for his valuable inputs and guidance on the various technical aspects and development of this project extend my regards to Mr Norman Campbell and Dowding amp Mills for sponsoring this project am also grateful to Mr Trevor Wilson for his tips on electronic design and for providing me with electronic components from his lab in the time of need A special mention of thanks is due to Mr Steve Elliott of Dowding amp Mills without whom the field testing of this project would have been an impossible task His co operation helpful comments and continuous encouragement to complete my thesis kept me goi
144. n maintenance High risk of secondary failure Planned maintenance High production Historical maintenance downtime Calendar based maintenance High cost of spare parts Overtime labour Safety hazardous Machines are repaired when there are no faults Repair often causes more harm than good There are still unscheduled breakdowns Machines are not over maintained No condition monitoring related costs Maintenance is performed in a controlled manner Fewer catastrophic failures Greater control over stored parts and costs Unexpected machinery failure should be reduced Predictive Maintenance If it ain t broke don t fix it Condition based maintenance High investment costs Additional skills required Unexpected breakdown is reduced Parts are ordered when needed Maintenance is performed when convenient Equipment life is extended CHANGE IN MAINTENANCE PHILOSOPHY Figure 1 2 Strengths and Weaknesses of different maintenance strategies 9 1 3 Faults in high voltage induction motors The induction motor is the most prevalent machine found in the industry today and is known for its simple construction and ruggedness Large induction motors are often used in hostile environments such as mines offshore oil exploration and production platforms In such environments the machines are exposed to a diverse amount of contamination and operated rigorously wh
145. n on Dielectrics and electrical insulation Vol 12 No 2 April 2005 pp3 341 346 Naprasert S Chongchaikit S Puthwattana S The Effect of Humidity on Partial Discharge Measurement Conference record of 2006 8 International conference on properties and application of dielectric materials June 2006 pp 57 60 159 40 41 42 43 44 45 46 47 48 49 50 51 52 Binder E Draxler A Muhr M S Schwarz R Egger H Hummer A Effects of air humidity and temperature to the activities of external partial discharges of stator windings Conference record of 1999 11 international symposium on high voltage engineering Vol 5 Aug 1999 pp 264 267 Nawawi Z Muramoto Y Hozumi N Nagao M Effect of humidity on Partial Discharge characteristics Conference proceedings of 7 international conference on properties and applications of dielectric materials Nagoya June1 5 2003 Vol 1 pp 307 310 Soltani Reza David Eric Lamarre Laurent Study on the effect of humidity on dielectric response and partial discharges activity of machine insulation materials Conference record of 2009 IEEE Electrical insulation conference Montreal QC Canada 31 May 3 June 2009 343 347 Nurse J A Development of modern high voltage insulation systems for large motors and generators Power engineering journal Vol 12 No 3 June 1998 pp 125 130
146. n the A D converter s resolution by 1 bit would lead to an improvement of SNR by approximately 6dB Similarly an 8 bit system would have an SNR of 48 dB 80 Transition Band Pass Band Stop Band 0 max Frequency Hz Figure 5 9 Anti aliasing filter characteristics The stop band frequency 1 can be calculated with the following relationship where fs sampling frequency f cut off frequency The required AAF will be designed based on the specifications given below e The maximum frequency of interest fmax is 300 KHz In order to achieve a completely flat response in the desired frequency range a higher cut off frequency f of 500 KHz is selected e The minimum sampling frequency f is 3MHz Hence the calculated stop band frequency fa is 2 5 MHz as per equation 5 1 A higher sampling frequency gt 3 MHz will only better the attenuation at the stop frequency e Though the initial experimentation would be carried out using 8 bit cards the hardware will be designed to accommodate a 12 bit system which has more 81 stringent demands on the filter Hence the attenuation of stop band frequencies should be at least 72 dB Based on these given specifications the desired frequency response from the AAF is shown in figure 5 10 Gain 0dB 3 dB 72 dB 0 0 5 2 5 Hz MHz MHz gt Figure 5 10 Desired response of AAF filter The design of higher order cascaded filters are usually im
147. nal conditioning and the choice of A D converter has a dominant influence in designing these circuits Prototype hardware of a single channel data acquisition unit encompassing a band pass filter 10KHz 500KHz and a high gain amplifier was developed and tested under laboratory conditions The test results are presented and performance of the hardware is deemed to be satisfactory The next stage of prototype design would be the development of DAQ software that is capable of acquiring and storing the discharge data in desired format 97 CHAPTER 6 SINGLE PHASE DATA ACQUISITION SOFTWARE 6 1 Introduction Any PD instrumentation system must have a facility to view the live PD data and record the raw PD data in order to allow post processing of signals Permanently stored PD data can be used for comparison and trending of PD activity when subsequent measurements are made over a period of time The main objective of the data acquisition software was to provide a user friendly interface that can be used to acquire the raw PD data from Rogowski coils and store them in an appropriate format The main functions of the software are summarised below a Hardware Control The DAQ card NI 5102 is interfaced to the host computer via a PCMCIA interface The software must be capable of configuring the DAQ card with appropriate acquisition setting and initiate the acquisition process when prompted b Acquiring and displaying PD data The software shoul
148. nclusion of solids in 1878 A considerable amount of research has been undertaken since then to detect and measure very small discharges A vast range of techniques are now available with each measuring certain specific quantities Experience indicates that no one method can be applied to measure all quantities related to discharge The relative use of each technique is largely dependant on the nature and type of equipment to be monitored due to vast differences in the actual physical structure When PDs occur they are accompanied by various physical manifestations like light heat noise chemical transformations gas pressure electromagnetic radiation dielectric losses and electrical impulses Hence PDs can be detected and quantified by measuring any of these physical quantities using various methods The PD detection can be grouped into two main categories 1 Non electrical detection techniques 2 Electrical detection techniques The detection of electrical quantities like dielectric losses and electrical impulses are very popular techniques and are extensively used for the detection of PDs in rotating machines The detection of electromagnetic radiation is most often used for detecting PDs occurring within high voltage switchgear and transformers The non electric detection methods are less popular as they tend to be less sensitive in many cases 4 2 Non Electrical detection techniques The most common non electrical PD detection technique
149. nd are called slot discharges and end winding discharges respectively 3 3 3 Slot Discharges The slot section of a stator winding coil is usually covered with some form of conductive coating corona screen in order to prevent discharge between the insulation surface and stator slot walls If the resin impregnation of the coil is complete and the corona screen is intact and adequately connected to the stator core then there should be no discharge activity In practice most high voltage motors operating in the range of 6 KV and above have some degree of slot discharges like internal discharges due to small residual voids embedded within the insulation Surface discharge in the slot region is not normally possible unless the corona screen has sustained physical damage of some kind with the most likely cause being abrasion 41 against the slot wall either during manufacture or during service When a machine is in service the abrasion can occur if the coil sides have some freedom of movement As stated in section 2 2 2 there are significant amount of electromagnetic forces exerted on the stator windings which can cause a loose coil to rub against the slot walls Similar friction can take place if the slot wedges are loose and this can lead to the removal of small areas of semiconductive corona screen and possibly the main wall insulation This process may well be progressive and can result in a weak bonding between substantial areas of
150. nd effect of each of these stresses and can lead to the generation of PDs Ina rotating machine different types of discharges can occur either in the slot region or in the endwinding region and each have their own characteristics When a PD event occurs it manifests itself in different forms i e heat light noise electromagnetic pulse current pulse etc Accordingly they can be detected using an appropriate PD sensor The electrical detection of PD using Rogowski coils provides a completely non intrusive method and was investigated in this work Initially a single channel prototype hardware was designed along with a basic software using LabVIEW for detecting and storing PD pulses from a single phase of a machine The field testing of this unit provided an opportunity to acquire real PD data in an industrial environment PD data is often superimposed with noise from extraneous sources making it difficult to analyse the PD pattern This was practically experienced during this visit Two algorithms for filtering noise were developed as discussed in chapter 6 It was found that the amplitude based filtering was not really suitable however the frequency based filtering did show some encouraging results In the next stage of prototype development a complete three channel data acquisition system was developed along with the associated software required to store PD data from all three channels The performance of this system was benchmarked against
151. ndwidth and is located close to the discharge source making it easy to eliminate external sources of interference Furthermore these couplers are directional and help in locating the source of discharge The disadvantage of using SSC is that they have to be fitted during the manufacturing stage or a major outage is required for the installation Also the SSC must be sufficiently robust to endure the demanding conditions imposed during the installation of the device It also demands specialised materials for its construction as it has to withstand the thermal and mechanical stresses in the rotating machine 4 Although this technique has good potential to eliminate electrical interference its application has been restricted to a few large machines like turbine generators or critical motors possibly due to the intrusive installation procedure Rogowski coil RFCT and capacitive coupler remain the most widely used electrical PD detection sensors The Rogowski coil is extensively used in the UK North Sea Oil Industry and is used in a number of mainland applications The capacitive coupler technique was developed by Ontario Hydro Canada and has found widespread use in North America Many installations also exist in UK and the rest of the world Each of these sensors has some advantages over the others A comparison of these sensors is shown in Table 4 1 65 Parameter Capacitive Coupler RFCT Rogowski Coil
152. ng throughout the project am also very grateful to Mrs Morag Elliott for keeping me motivated and for helping me to proof read the thesis would also like to thank my parents and my sister Akshata who as always have been an unflinching support in my tough times Last but not the least would like to thank my wife Ashwini for understanding of my days and weekends spent preparing this thesis Without her support and patience this thesis would have been a distant reality Abstract The on line condition monitoring of rotating machines is given paramount importance particularly in Oils and Gas industries where the financial implications of machine shut down is very high This project work was directed towards the on line condition monitoring of high voltage rotating machines by detection of partial discharges PD which are indicative of stator insulation degradation Partial discharge manifests itself in various forms which can be detected using various electrical and non electrical techniques The electrical method of detecting small current pulses generated by PD using a Rogowski coil as a sensor has been investigated in this work Dowding amp Mills who are commercially involved in the condition monitoring of rotating machines currently use system called StatorMonotor for PD detection The research is intended to develop a new partial discharge detection system that will replace the existing system which is getting obsolete A
153. ngs during normal operation However at higher voltages the thickness of the winding insulation is primarily dependent on the applied electric stress i e power frequency voltage It is quite common today to find machines with normal operating electrical stress levels of 2500 3000 V mm 4 The power frequency voltage can contribute significantly to the ageing of high voltage insulation particularly in the presence of partial discharges In the electrically overstressed regions like voids and cavities within the insulating material internal partial discharges can occur The high voltage insulation is usually made of organic materials containing polyesters asphalts epoxies etc The sparks caused by partial discharges contain electrons and ions which react with the chemical bonds of the organic material thus accelerating the chemical and thermal ageing process It can be 23 said that electrical stress plays a paramount role in the process of insulation degradation while the other stress mechanisms such as thermal mechanical and environmental stresses are mostly the inception factors for the formation of defects in the insulation system It has been shown that the electrical stress can cause partial discharges in defects which erode the insulating materials and can lead to electrical treeing often referred to as the most important degradation mechanism in solid insulation 4 The ability of the insulation to withstand partial discharges o
154. not generally fast enough to cause an uneven voltage distribution throughout the turns of the coil it is the very high repetition rate and the magnitude of the spikes that affect the life of the insulation system The effect of these voltage surges is more relevant to the insulation of low voltage motors as they 45 have a relatively weaker insulation Persson carried out a study of PWM inverters on low voltage induction motors and reported that a short rise time can be potentially 24 hazardous for motor insulation and it is recommended to have a minimum rise time of approximately 5 us Gupta et al 9 published some data on the effect of repetitive surges epoxy impregnated turn insulation in large motor coils which had been operational in normal service At surge voltages close to the single surge breakdown voltage results indicated an ageing effect however no surge ageing was observed at lower voltages There was some uncertainty in the data as there was a high variability from specimen to specimen and only a limited number of coils were tested The work carried out by Bartnikas et al showed that epoxy insulation can gradually age under the action of repetitive voltage surges of either polarity even in the absence of partial discharge Even well made epoxy turn insulation in motor windings may be aged by the repetitive surges created by vacuum switchgear and electronic type power supplies The insulation that is most likel
155. now under constant pressure to reduce the machine cost by reducing design margins and developing better and thinner insulating systems with increased stress withstanding capability 2 2 Ageing and Stress Mechanisms The process of ageing can be described as The occurrence of irreversible deleterious 53 changes that affect the performance and shorten useful life 59 The ageing of insulation is dependent on various factors like 17 e Physical and chemical properties of the material e Nature and duration of applied or induced stress mechanisms e Material processing and treatment during manufacturing e Subsequent use in equipment High Voltage Traction gt ES gt o 2 cc x gt Low Voltage 150 200 250 Max Operating Temperature Fig 2 1 Typical operational conditions of insulation systems in rotating machines circle diameter corresponds to mechanical stress 6 Of the above stated factors the presence of degrading stresses is the primary reason for the ageing of insulation systems The insulation system of rotating machines windings are subject to a wide variety of severe stresses with varying intensities depending upon specific application Figure 2 1 shows the typical operational conditions of insulation systems in rotating electrical machines The various stresses that affect the integrity of the stator winding insulation system can be classified into
156. ns 30 However the subject of multi stress ageing is considered complicated and difficult The laboratory simulation of various operating conditions may come close to real life conditions but insulation life predictions based on those data analyses are questionable With every additional stress the complexity of conducting studies and 69 acknowledges the fact deriving appropriate ageing models increases Kimura stated by Simoni that the ageing curves change complicatedly according to the amplitude of multiple stresses and will require numerous samples to be tested with various combinations of stress amplitudes and application modes This is one of the reasons why the multifactor ageing models lack sufficient real life experimental evidence 31 CHAPTER 3 PARTIAL DISCHARGE THEORY 3 1 Introduction IEC 60270 PD measurements defines partial discharge as a localised electrical discharge that only partially bridges the insulation between conductors and which may or may not occur adjacent to a conductor If the insulation is completely bridged then the insulation breaks down Figure 3 1 shows a simplified representation of a discharge occurring within an insulating material These discharges can occur internally or externally to the insulation Insulating Material Local breakdown that short circuits part of Vs the insulation Vs Applied Voltage Figure 3 1 Simplified representation of partial dischar
157. nsactions on electrical insulation Vol 16 No 4 August 1981 pp 277 289 Simoni L General Equation of the Decline in the Electric Strength for Combined Thermal and Electrical Stresses IEEE transactions on electrical insulation Vol 19 No 1 February 1984 pp 45 52 160 53 54 55 56 57 58 59 60 61 62 63 64 Agarwal V K Banford H M Bernstein B S Brancato E L Fouracre R A Montanari G C Parpal J L Seguin J N Ryder D M Tanaka J The Mysteries of Multifactor Ageing IEEE Electrical Insulation Magazine Vol 11 No 3 May June 1995 pp 37 43 Simoni L Mazzanti G Montanari G C Lefebre L A general multi stress life model for insulating materials with or without evidence for thresholds IEEE transactions on electrical insulation Vol 28 No 3 June 1993 pp 349 363 Mazzanti G Montanari G C Simoni L Study of the synergistic effect of electrical and thermal stresses on insulation life IEEE Annual report of the conference on electrical insulation and dielectric phenomena 20 23 Oct 1996 Vol 2 pp 684 687 Mazzanti G Montanari G C Simoni L Srinivas M B Combined electro thermo mechanical model for life prediction of electrical insulating materials IEEE Annual report of the conference on electrical insulation and dielectric phenomena 22 25 Oct 1995 pp 274 277 Bartnikas R Morin R Multi st
158. nt e Dont provide galvanic isolation and the sensor is subject to HV Pre installation is recommended e Machine needs to be shutdown for installation if machine is on line e Sensitivity is better than the inductive type sensors Some of the most popularly used inductive and capacitive type sensors used for PD detection in rotating machines are described in the following section 4 4 2 Rogowski Coil Invented in 1912 by Walter Rogowski the Rogowski coil is essentially an air cored current transformer and is very well suited for measuring PD like transients It is designed to detect the magnetic field caused by flow of current without the requirement to make an electrical contact with the conductor It operates on a simple principle and can be considered as a flux to voltage transducer A non ferrous core or an air cored coil is placed round the conductor in a toroidal manner such that the alternating magnetic field produced by the current induces a voltage in the coil The voltage output is proportional to the rate of change of current If this output voltage is integrated then an output proportional to current can be obtained The voltage induced in the coil wound around the torroid is proportional to the time derivative of the current flowing through the conductor passing through the torroid The relationship is given by the following equation 9 Veoit ji An 2 mE dt where Uo permeability of air A turn area
159. nt in the array At 19 6uS in this case to display 1024 values over a period of 20 mS iii Output the waveform array with timing information added to every element Figure A 12 LabVIEW block diagram Graph vi Appendix A 6 Printed Circuit Board Details 197 A 6 1 Silk Layer of PCB C12 Veet TP3 TP4 C11 cis 9 fee Es CJ c3 c4 c7 c8 N amp Y R m TP7 m N 0 ol c29 228 5 ele 2 ___ lt 5 N 5 c19 P E o 2 1 z al c 93 34 nmn TP2 cae C32 a 836 5 cow gt c T gin S les 34 F 112 40 198 6 2 Top Copper Layer component side of PCB 0000 00000 0202010 0702010 0000 0000 2999 999000 9 9 0090 0000 OKO ied 99 999g 01010107010 fe GeOoooQ OR ORE ORE OREO OQOOOOO 009000 070 0 0 0 OOO 199
160. o prevent the radial motion of the bar in the slots A packing material is used to prevent motion between the insulation and core surfaces This is necessary in the case of hard thermosetting insulated bars as they do not provide a uniform fit within the core slot In the case of thermoplastic insulated coils they are made to conform to the contour of the slot and provide a wedge tight fit as the insulation expands at service temperatures 9 The organic materials in insulation tend to shrink as they thermally age and this may lead to loosening of the stator bars In order to deal with the problem of insulation shrinkage many machine manufacturers use ripple springs warped epoxy glass composites under the wedges as side packing material The springs expand and occupy the space created by shrinkage of other slot components and hold the bars firmly in place 29 2 2 3 Electrical Stress If alternating voltage applied to the insulator exceeds a certain threshold value it causes electrical stress and can lead to the ageing of the insulating material This type of ageing process is known as electrical fatigue In low voltage machines 1000 Volts the thickness of the insulation in the stator windings is mainly determined by the mechanical demands of the machine At such low voltages the electric stress on the insulation is relatively low but the insulation still has to be thick enough to withstand the harsh mechanical forces applied on the stator windi
161. o samples Hence the jitter is considered insignificant for the application The LabVIEW block diagram for this program is shown in figure A 11 The pseudo code is given below Pseudo code i Create anew DAQ task for both the channels ii Configure vertical parameters coupling and voltage range iii Configure sampling parameters no of samples sampling frequency etc iv Configure trigger parameters trigger source trigger level delay etc The trigger source is set to PFI1 channel hannel n a No of Samples 100000 5000000 Digital Edge Ref Trigger Figure 11 LabVIEW block diagram for Slave_DAQ_config vi Data Compression 196 The Compress vi program is very similar to the data compression program described in Appendix A 5 5 hence is not repeated here Graph display Graphs vi When a waveform data array is converted to numerical scalar array the amplitude information of the data is preserved but the timing information is lost In order to display the numerical scalar array on a time base graph it is necessary to have the timing information This program adds the timing information to every sample in the scalar numerical array The LabVIEW block diagram for this program is shown in figure A 12 The pseudo code is given below Pseudo code i Readthe amplitude value y axis from the numerical scalar array Add the timing information At to each eleme
162. of leakage current causes the conductive film to heat non uniformly The heating causes uneven evaporation and distorts the voltage distribution over the surface The resultant dry bands create regions of very high resistivity between the edges of the remaining wet film Almost the entire surface voltage will appear across this dry band and can cause a flashover of the gap Such localised high energy surface discharge has sufficient energy to decompose and carbonise the underlying insulation This process continues in a relatively random manner growing in a tree like pattern Eventually a continuous conducting path may be formed between two live parts resulting in a failure Practical on field investigation 99 has shown that the presence of contamination oil and pollution in the endwindings led to intensive endwinding partial discharge activity affecting the insulation integrity Conductive surface contamination may also effectively act as an extension to the earth structure resulting in an increase in the electric field intensity A clean insulating surface has high resistivity and the discharges therefore have low energy and are incapable of causing rapid erosion of the insulating surface However if the surface resistivity at the point of discharge has been compromised due to the deposition of contamination then the effective surface area feeding current to the discharge and the discharge energy are correspondingly increased 9 Humidity is anot
163. oise may be present in the PD spectrum Further investigation is required to detect and filter these other forms of noise During the course of this project emphasis was laid on developing a data acquisition system for the detection of PD signals Noise filtering techniques and PD data analysis will be a part of a future project and beyond the scope of this thesis 6 6 Summary DAQ software was developed to acquire PD signals from a single phase of a rotating machine The software is capable of acquiring displaying storing and retrieving PD data On site testing was carried out on an 11KV machine to acquire some real PD data and assess the system performance The acquired PD data had external interference signals present in its spectrum Two different noise filtering techniques were evaluated for filtering the noise and the results for each of the techniques have been presented The next section describes the design and development of a complete three channel PD detection system 112 CHAPTER 7 THREE PHASE PARTIAL DISCHARGE MONITORING HARDWARE 7 1 Introduction Having tested the single channel prototype system on an industrial site the next step forward was to design a complete 3 channel system that was capable of acquiring data from all three phases of the machine in a simultaneous manner Detecting discharges from all three phases simultaneously has advantages over the single channel approach For example a phase phase discharge can
164. ombination of these values will effectively provide a wide range of gain values including the gain steps stated in table 5 1 There was a reason for splitting the gain values in such a manner The system currently being used by Dowding amp Mills have certain defined gain values This system known as StatorMonitor has been successfully used in the industry but is now becoming outdated Implementing the gain values similar to the StatorMonitor system will provide an opportunity to benchmark the performance of the new system against a proven system Building the amplifier on the prototyping boards bread boards is not considered suitable as the signal frequency is relatively high At these frequencies the capacitances of the prototyping board are prominent and may become coupled with the circuitry to add undesirable effects For example it could add a positive feedback path through its capacitance making it unstable at high frequencies A printed circuit board if designed properly layout design affects performance would avoid such effects However the initial single channel prototype was built on a Vero board Both amplifiers were implemented using op amp 437 in a non inverting configuration The op amp has a gain bandwidth product of 60 MHz with a low input noise of 4 5nV VHz The gain of the amplifier is varied by switching the feed back 89 resistors using a rotary switch The circuit diagram for both the amplifiers is given in Ap
165. omponent tolerances and or due to the limitation of the signal generator The minimum voltage that could be generated by the signal generator was 1mV Even a very small error in the amplitude of the generated signal may have a significant impact on the gain calculation due to the high gains involved However a gain error of 6 at the highest gain setting is still acceptable and considered satisfactory for this application This is because the highest gain setting will only be used when the amplitude of PD signal is very low The low amplitude PD signals are not considered critical as they do not affect the winding insulation significantly Thus a small measurement error at high gain setting will not have any substantial influence on the overall analysis The design of the reference signal generator was not changed Some changes had to be made in the power supply design The minimum power requirements were first established by connecting all the electronic circuitry to a 5V DC power source The total current drawn was measured to be approximately 175mA in each rail A market available power supply was selected that could supply 5V DC with 250 mA current in each rail The power supply also had a provision of 110V or 220V input which was a mandatory requirement of the project A toggle switch was provided to the user for selecting the mains supply voltage Figure 7 4 a and b shows the front panel and the internal assembly of the complete three
166. opportunity to process the data and display it using various methods that can provide more information and aid the analysis process Several graphical representations of PD have been established within the industry A pulse height distribution display can be used to determine the repetition rates of various discharge amplitudes as shown in figure 9 1 The x axis of the graph shown in figure 9 1 represents the increasing amplitude of PD pulses The y axis represents the number of pulses occurring in a specified time or data set e g 100 cycles This graph is useful to visualise the repetition rates of various discharge amplitudes It goes without saying that the high amplitude discharges with high repetition rates will be detrimental to the insulation However one of the major disadvantages of this technique is that the phase information of discharge pulses is completely lost 139 Pulse count Pulse Amplitude Figure 9 1 Pulse height distribution graph Another popular method to display PD is the phase resolved PD pattern Such a phase resolved PD pattern also called q n pattern is shown in figure 9 2 Pulse amplitude q PIE T ae ae Oe ae a Phase angle Q Figure 9 2 q n pattern display of PD data 140 The phase voltage is divided into small number of windows Discharge parameters like the apparent discharge magnitude and the phase angle of individual pulses wi
167. or medium voltage inverter duty applications IEEE technical conference on Petroleum and chemical industry 17 19 Sept 2007 pp 1 7 Boulter E A Stone G C Historical development of rotor and stator winding insulation materials and systems IEEE Electrical insulation magazine May June 2004 Vol 20 Issue 3 pp 25 39 Jackson R J Wilson A Slot discharge activity in air cooled motors and generators IEE proceedings of Electric power applications Vol 129 Issue 3 May 1982 pp 159 167 Culbert A review of cleaning methods for motor winding Cement industry technical conference 18 22 May 2008 Miami pp 291 296 Walker P Champion J N Experience with turn insulation failures in large 13 2 kV synchronous motors IEEE transactions on energy conversion 1991 Vol 6 Issue 4 pp 670 678 Kusumoto S Itoh S Tsuchiya Y Mukae Matsuda S Takahashi K Diagnostic Technique of Gas Insulated Substation by Partial Discharge Detection IEEE transactions on Power Systems and Apparatus July1980 Vol 99 No 4 pp 1456 1465 Pearson J S Farish Hampton B F Judd M D Templeton D Pryor B W Welch I M Partial discharge diagnostics for gas insulated subsations IEEE transactions on Dielectrics and Insulation 1995 Vol 2 No 5 pp 893 905 Griffin G D Sauers 1 K F Easterly C E Spark decomposition of SF chemical and b
168. ormance significantly but leads to excess heat generation and higher stress in the adjacent bars and consequently may result in several bars breaking As the fault develops and the rotor damage increases the relative height of the sidebands with respect to the main peak increases This technique has been widely accepted by the industry for the effective diagnosis of broken bars in three phase 522 However the induction motors with many industrial case studies being published tests cannot be performed at low load as there is insufficient current in the rotor to highlight the faults The testing is best performed at full load The minimum load to make a reliable interpretation is typically about 50 Yet another important application of MCSA is to detect abnormal air gap eccentricity in three phase induction motors It has been shown that both static and dynamic eccentricity give rise to abnormal harmonic frequencies in stator current 22 Similar to the detection of broken bars the relative height of these frequency components determine the degree of abnormal air gap eccentricity However the disadvantage of detecting air gap eccentricity by phase current analysis is that it requires intimate knowledge of the machine construction like the rotor slot numbers 9 13 1 43 Partial discharge monitoring The high voltage stator winding insulation is monitored using various techniques Partial Discharge monitoring is the most popular technique u
169. p 2 kas Py Slave ch3 Slave ch 4 EE X EX Xl EX E EX Xl PDisabled Disable Disabled Disabled Figure 9 LabVIEW block diagram Read state for three phase USB program Master DAQ configuration Master config vi The PFI1 lines both DAQ are connected together for the purpose of synchronisation The two USB DAQs are configured in a Master Slave configuration and synchronized through PFI lines Both the USB DAQs don t start the data acquisition simultaneously and there is a small delay between the Master and the Slave A successful trigger on Channel 0 of Master DAQ card initiates the acquisition on both its channels and also sends a trigger signal to the Slave through PFI line The Slave initiates the acquisition on receiving a signal on its PFI line There is a delay 2 sample clock cycles before the Slave starts to acquire the data However this delay is insignificant for the application The LabVIEW block diagram for this program is shown in figure A 10 The pseudo code is given below Pseudo code i Create a new DAQ task for both the channels ii Configure vertical parameters coupling and voltage range iii Configu
170. pendix A 3 1 and A 3 3 During testing it was observed that the amplifier had a tendency to become unstable causing oscillations and jittery waveforms Initial thoughts hinted towards a noise pick up from some source On investigation it was found that the source of noise was the rotary switch In fact the noise was being picked up by the wires connecting the rotary switch and the feed back resistors of the amplifier All the wires connecting the rotary switch to the amplifier were covered in a metallic braid and the braid was connected to ground The metallic braid provided good shielding to connecting wires and effectively helped in minimising the noise pick up The frequency response of the amplifier was tested for different gains The results for the input variable gain amplifier are shown in figure 5 14 100 10 100 1000 Frequency KHz Gain 2 Gain 5 17 Gain 10 16 Gain 14 75 Gain 20 5 Figure 5 14 Frequency response of input variable gain amplifier The frequency response of the amplifier is linear in the lower gain ranges At higher gains i e 15 amp 20 it was observed that the gain does drop slightly as frequency increases This is due to the gain bandwidth limitation of the op amp Even with the deteriorated performance the frequency response is still considered sufficient for the current bandwidth i e 300 KHz The output amplifier was also constructed and tested 90 a similar fashion and w
171. plemented using pre determined active filter polynomials for design The Butterworth polynomials have good amplitude characteristics whereas the Bessel polynomials are optimised by linear phase characteristics But the Bessel filters do not have adequate roll off characteristics and are considered unsuitable for this application Amongst the Butterworth and Chebyshev filters Butterworth has a flat amplitude response in the pass band and has a better phase linearity Hence it was decided to implement a Butterworth filter design with a standard Sallen Key configuration It is first necessary to establish the order of filter required to achieve the required attenuation The next stage would be to calculate the resistor and capacitor values to the desired cut off frequency If required gain can be added in each stage The gain varies the Q of the filter and has an effect on the sharpness of the knee of the filter Figure 5 11 shows a standard second order Sallen Key low pass filter design 82 Figure 5 11 Sallen Key second order low pass filter circuit 5 5 2 1 Filter Calculations The Butterworth response is given by the following formula 2n 7225dB lx 20102 1 EJ 2 0 5 72 254 10 log l 5 5 1 6 nearest practical value where H jw filter gain w frequency ws cut off frequency order of filter 83 The calculated order of filter required is 5 1 The nearest practicable valu
172. pment condition based on the recording of measurements to predict the condition of equipment Hence it is often referred as condition based maintenance CBM CBM relies on condition monitoring techniques such as oil analysis vibration analysis thermography phase current analysis partial discharge analysis and other diagnostic techniques for making maintenance decisions Most of these techniques are non invasive on line monitoring techniques and do not interfere with the normal operation of the equipment This saves the precious production time and enables the testing to be carried out under stress conditions that are present during normal operation CBM technique can provide several advantages over other maintenance strategies e Improved availability of the equipment e Improved production quality reliability and safety e Improved planning and scheduling of repairs e Reduced cost of spares and materials Because of these reasons on line condition monitoring has gained considerable importance and has become well established in the industry However there are some disadvantages associated with this strategy Effective condition monitoring requires the appropriate testing equipment and properly trained staff Hence the investment cost tends to be high with specialist skills required for assessing the condition of the equipment There may be a temptation to introduce condition monitoring to areas where the benefits are marginal such as non critic
173. pposite one However due to the high surface resistivity of the cavity not all the charge on the surface will be discharged The remnant charge acts as a localised protective zone and alters the electric field in the cavity The next discharge therefore is most likely to occur farthest from the previous discharge site Thus multiple discharges 69 clearly showed the development of multiple per cavity are possible Mason discharge sites along with the photographs of the void surface taken at different intervals after the start of experiment It is important to emphasise that the analogue abc circuit and the resulting sequence of discharges is a simplified model of the actual process within a cavity In practical conditions a discharge cavity can contain multiple discharge sites and these sites may be considered as many discharging capacitances each having its own discharge sequence This causes a tangential stress along the surface of the cavity and is probable that a discharge site can get partly recharged by a neighbouring discharge site This transverse leakage affects the discharge sequence The discharge activity is also affected by the surface conductivity of a cavity The bi products generated during discharge like the ozone or nitric oxide NO can attack the surface of the cavity 69 All these factors can affect the discharge rate and it is most likely that in the presence of any of the above stated mechanisms the di
174. pressure 1 006 2 Transformer Oil 2 2 28 Polyethylene 2 3 24 Polyurethane 4 0 10 Paper 3 0 9 6 0 42 4 7 12 The relative permittivity of air is equal to unity whereas the permittivity of solid dielectric e g insulated epoxy mica given by varies between 4 and 6 When the given solid dielectric is subjected to high voltage Es the electric stress developed across the cavity Ec is given by Ec E o Es ddr edu eds 3 1 where relative permittivity of air relative permittivity of solid dielectric 34 Therefore from equation 3 1 and table 3 1 it is clear that the electric stress across the cavity is substantially increased The extent of stress concentration within the cavity will depend on various other factors like the shape and size of the cavity Kang et al showed that the discharge parameters like magnitude repetition rate average discharge power and average discharge current in specimens with larger size voids were greater than in others As the breakdown strength of air at atmospheric pressure is about 3KV mm it can be seen that discharges are likely to occur at normal high voltage operating stress Discharge Pulses Figure 3 4 Sequence of internal discharges under a c voltage Referring to figure 3 4 the high voltage across the dielectric is represented by V4 and the voltage across the cavity is represente
175. printed circuit boards and measures were taken to minimise the system noise The completed apparatus was tested in laboratory conditions with the results indicating an improvement in the performance particularly the frequency response of the amplifiers under high gain conditions The next chapter deals with the designing of DAQ software for the three phase system It also details the testing of the system in an industrial environment 121 CHAPTER 8 THREE PHASE DATA ACQUISITION SOFTWARE 8 1 Introduction The three phase data acquisition software was based on a similar architecture to that of the single phase system but was different in certain aspects Firstly the amount of data handled by the software was significantly larger compared to the previous application A high sampling rate of 5 Ms S would generate 400 000 samples 4x10000 samples for each cycle of data 20ms This has an implication on designing the software and recording the signals into a file and the associated file sizes Secondly the user interface had to be modified to accommodate the display of all three channels Also the acquisition on all 4 channels had to be initiated simultaneously with the live PD data displayed in the screen The software was developed on a modular basis from the early stages of the project development making it easier for any continual development or expansion The basic architecture of the software remained fairly similar 8 2 Data acqu
176. proposed the theory of equalised ageing process in which all the relevant stresses are accelerated to such an extent that the ageing rate due to each stress is about the same thus moving a step closer to the reproduction of the true ageing process 29 Various stresses interact with each other in a cyclic fashion and this is illustrated in figure 2 3 It must be noted that thermal stress cannot lead to any electrical stress The electrical thermal and mechanical stresses represent one side each whereas the combination of radiation and environmental stresses represent the fourth side The majority of equipment and systems undergo electrical mechanical and thermal stresses in practical applications but are not always subjected to radiation or environmental stress Ageing due to radiation is considered to be critical in space based systems and nuclear systems Thermal gt Insulating Material Environmental Figure 2 3 Multistress Ageing 5 2 3 Conclusion Although the individual stress models provide a good understanding of the effect of stress on insulating material the multi stress model approach provides better approximation of real life insulation degradation process The multi stress ageing models take into account the synergistic interaction between various stress mechanisms and are based on the cumulative damage caused by all acting stresses hence it offers a better approximation of insulation ageing under real conditio
177. quinto E V Mechanical testing of high voltage stator insulation systems IEEE transactions on power appartus and Systems Vol 89 No 8 1970 pp 1946 1970 Kai Wu Kanegami M Takahashi T Suzuki H Ito T Okamoto T Yano H Effect of mechanical vibration on the behaviour of partial discharges in generator windings IEEE Transactions on Dielectrics and Electrical Insulation Vol 13 No 1 Feb 2006 pp 345 352 Forster J A Klataske L F IEEE Working Group Report of Problems with Hydrogenerator Thermoset Stator Windings Part Il Detection Correction and Prevention IEEE transactions on power apparatus and systems Vol PAS 100 No 7 1981 pp 3292 3300 Dymond J H Stranges N Younsi K Hayward J E Stator winding failures contamination surface discharge tracking IEEE transaction on Industry Applications Vol 38 No 2 Mar Apr 2002 pp 577 583 Campbell S R Stone G C Sedding H G Klempner G S McDermid W Bussey R G Practical on line partial discharge tests for turbine generators and motors IEEE transactions on energy conversion Vol 9 No 2 June 1994 pp 281 287 Kouadria D The ageing and breakdown characteristics of electrical machine insulation materials PhD thesis The University of Brighton in collaboration with Dowding amp Mills March 1998 Fenger M Stone G C Investigations into the effect of humidity on stator winding partial discharges IEEE transactio
178. quisition data was first acquired using the new system followed by the StatorMonitor system 126 New Three Phase System M1 Gain 1200 1 1 1 0 002 0 004 0 006 0 008 0 01 0 012 0 014 0 016 StatorMonitor System M1 Gain 1200 l 1 1 I 0 002 0 004 0 006 0 008 0 01 0 012 0 014 0 016 0 018 Figure 8 3 PD data for machine 1 with gain of 1200 New Three Phase System M1 Gain 2700 l 1 1 1 0 002 0 004 0 006 0 008 0 014 0 016 StatorMonitor System 1 Gain 2700 1 0 75 l 1 0 002 0 004 0 006 0 008 0 01 0 012 0 014 0 016 0 018 Figure 8 3 PD data for machine 1 with gain of 2700 127 New Three Phase System M2 Gain 310 l 1 1 1 1 0 002 0 004 0 006 0 008 0 01 0 012 0 014 0 016 0 018 StatorMonitor System M2 Gain 310 1 0 75 0 5 0 25 0 8 0 25 0 5 0 018 D 016 0 014 1 1 1 0 002 0 004 0 006 0 008 0 01 0 012 Figure 8 4 a PD data for machine M2 with gain of 310 New Three Phase System M2 Gain 600 1 1 1 0 002 0 004 0 006 0 008 StatorMonitor System M2 Gain 600 1 0 75 0 5 0 25 1 1 1 0 002 0 004 0 006 0 008 0 01 0 012 0 014 0 016 0 018 Figure 8 4 b PD data for machine M2 with gain of 600 128 Another method of comparing the performance was to analyse the data through the StatorMonitor analysis so
179. racteristics 1 a Should not influence the service condition of the equipment b Should have at least the same life performance as the equipment on which it is installed c Easy installation of sensors d Inherent against ambient on site conditions 4 4 1 Classification of sensors The sensors used for electrical PD detection can be classified into two different types a Inductive type sensors magnetic field sensors b Capacitive type sensors electric field sensors 4 4 1 1 Inductive type sensors The inductive type sensors are designed to detect the magnetic field of the transient PD current The inductive field coupling is usually done with a magnetic field antenna a Rogowski coil or an RF current transformer Some of the characteristics of inductive type sensors are as follows e Well suited for on line measurements with compact portable equipment e Provide galvanic isolation e Can be installed around cables easily due to simple construction e Installation does not require machine to be shutdown e Sensitivity is reduced compared to the capacitive probes 58 4 4 1 2 Capacitive type sensors The capacitive type sensor is designed to detect the electric field energy of PD pulses with a metallic electrode structure or additional metallic foil layers placed into the electric field Some of the characteristics of capacitive type sensors are as follows e Well suited for on line measurements with compact portable equipme
180. rcuits is good starting point but it is more practical to build a prototype amplifier and carry out a detailed performance testing of the same Areas such as stability and phase response need careful consideration The current bandwidth requirement of the amplifier is 300 KHz However the amplifier will be designed with a bandwidth of 1MHz bearing in mind the options for any future development The total amplification required would be in the range of 2500 to 3000 The active low pass filter and the high pass filter provide a combined passband gain of 10 The amplifier still shares the burden of providing a gain in the range of 250 300 with a bandwidth of 1MHz As discussed in section 5 5 1 the gain will be split in two stages i e first stage prior to filtering and the second post filtering The splitting of the gains in various stages should be such that the gain values stated in table 5 2 are achievable The initial amplifier stage connected to the coils would play a major role in the noise performance of the complete amplification process It is necessary to make the amplifier gains variable in order to accommodate PD signals with a wide range of amplitudes The variable gain values were carefully planned to provide a wide range of gains with desired gain intervals The first stage amplifier was designed to provide a variable gain of 2 3 6 15 and 20 The second stage amplifier was designed to provide a variable gain 2 3 6 12 and 18 c
181. rdware development 10 2 2 Software development viii 113 113 113 114 115 115 115 115 117 117 118 120 121 122 122 122 125 126 129 131 132 134 137 138 138 138 139 141 147 148 149 149 151 151 155 References Appendix A 1 Appendix A 2 Appendix A 3 Appendix A 3 1 Appendix A 3 2 Appendix A 3 3 Appendix A 3 4 Appendix A 3 5 Appendix A 3 6 Appendix A 4 Appendix A 4 1 Appendix A 4 4 Appendix A 5 Appendix A 5 1 Appendix A 5 2 Appendix A 5 3 Appendix A 5 4 Appendix A 5 5 Appendix A 5 6 Appendix A 6 Appendix A 6 1 Appendix A 6 2 Appendix A 6 3 Comparison of various available discharge Detectors in the market PDC 85 Rogowski coil data sheet Circuit diagrams for single channel system Input amplifier 4 Order high pass filter 6 Order low pass filter Output amplifier Reference signal circuit Ground connections Circuit diagrams for three channel system Input amplifier Output amplifier LabVIEW program details Single channel DAQ program Amplitude based filtering technique Frequency based filtering technique Three phase DAQ program for continuous acquisition Data compression program Three phase USB DAQ program Printed Circuit Board details Top silk layer of PCB Top copper layer component side of PCB Bottom copper layer solder side of PCB 157 169 170 171 171 172 173 174 175 175 176 176 177 178 178 180 182 184 186 188 198 198 199 200
182. re normally processed and stored using various analysis methods like spectrum analysis or cepstrum analysis Vibration monitoring and analysis 19 1 72 If the condition of the machine methods have been discussed in detail in deteriorates the vibration associated with it will generally alter in a predictable way By measuring and analysing the vibration of a machine it may be possible to determine the nature and extent of deterioration and predict the machine behaviour in future The components that are typically monitored using this technique include couplings bearings rotors shafts and gears This technique can distinguish several failures 10 such as imbalance looseness misalignment wear and poor lubrication Vibration monitoring has been largely adopted by a number of industries but has the inherent disadvantage of having to affix transducers to the machines being monitored often in quite inaccessible places 1 4 2 Phase current monitoring Monitoring machine current can provide an indication to various faults developing 16 17 21 within rotating machines One of the most popular applications of current monitoring is the detection of rotor faults like broken rotor bars or high resistance joints 5 18 19 20 22 Specific spectral components in the current indicate within the rotor cage the presence of defects in the rotor This technique is popularly known in the industry as Motor Current Signature Analysis
183. re sampling parameters no of samples sampling frequency etc iv Configure trigger parameters trigger source trigger level delay etc v Configure PFI1 as output channel to export trigger signal to slave device hannel name abc Channel o 0 01 nstrument handle out n 0 05 Reference Trigger 7 x IIS COP SCOP NI SCOPE 0 0 PFI1 Analog Hysteresis Ref Trigger No of Samples 100000 Figure A 10 LabVIEW block diagram for Master DAQ config vi Slave configuration Slave DAQ config vi 195 The slave DAQ card is configured to start the acquisition process on both channels when it receives a trigger signal from the master DAQ card on the PFI1 line The settings for the vertical and horizontal parameters for both the channels are same as that of the Master DAQ channels As stated earlier there is a small delay 2 sample clock cycles between the Master and Slave to start the data acquisition The data is acquired with a sampling rate of 5Ms s i e 100 000 samples cycle The data is further compressed by a factor of 98 preserving the highest value in the dataset of 98 to convert the 100 000 samples cycle to 1024 samples cycle In a worst case scenario there only will be an error in the first compressed value of the 1024 samples Again this can only happen if the highest value in the first 98 samples were to occur in the first tw
184. red prior to analogue to digital conversion in order to prevent aliasing An analogue filter can be used for this purpose Hence it was decided to implement an analogue AAF filter as a part of signal conditioning unit The system also needs a low noise high gain amplifier with a wide range of variable gains The combined process of filtering and amplification can be realised with different configurations as shown in figure 5 7 a amp In figure 5 7 a configuration 1 the filtering process is performed before amplification This configuration may not be very suitable as the incoming signals have extremely small amplitude and cannot be directly subjected to filtering without any amplification It would also affect the signal to noise SNR adversely as all the electronic noise introduced in the filter stages would be amplified to a greater extent in the gain stages It would be suitable to amplify the signals first and then perform any filtering on them This is implemented in figure 5 7 b configuration 2 The incoming signals are amplified first to a suitable value and then subjected to filtering This may be a suitable solution but the drawback is that it could lead to saturation problems if the mains frequency component is present in the signal The amplitude of the mains frequency signals is comparatively higher than the PD signals Amplifying the entire signal spectrum in one stage may lead to saturation problems due to the h
185. resolution 1KB of memory is required to 94 store the data captured in 1 second But if the resolution was 12 bit and the data was sampled at the same rate for the same amount of time the required memory would be 2KB 1K word Thus the sampling frequency and the resolution are the key factors dominating the memory requirements The signal bandwidth of the required system is about 300KHz and the minimum sampling frequency is 3Ms s The signal is to be continuously and simultaneously sampled on all channels for a minimum period of 20ms 1 cycle of 50 Hz signal With these given conditions the memory requirements for 8 bit DAQ card can be calculated as follows Memory Requirements Sampling Frequency 3Ms S Number of samples captured 20 ms 60 000 Total number of samples for 2 channels in 20 ms 1 20 000 Total number of samples for 4 channel 20 ms 2 40 000 Minimum Memory required for 2 channels 8 bit system 120 KB Minimum Memory required for 4 channels 8 bit system 240 KB Hence the minimum memory requirement for a 2 channel DAQ would be 128KB standard value or 256 KB for a 4 channel The DAQ card chosen was NI 5102 manufactured by National Instruments The DAQ card has a resolution of 8 bits with 2 simultaneously sampled input channels It has a total onboard memory of 663 000 samples which exceeds the requirement for this application and is capable of sampling speeds of 20Ms s in real time
186. ress aging of stator bars with electrical thermal and mechanical stresses as simultaneous acceleration factors IEEE transactions on energy conversion Vol 19 No 4 December 2004 pp 702 714 Paloniemi P Theory of Equalization of Thermal Ageing Processes of Electrical Insulating Materials in Thermal Endurance Tests Review of Theoretical Basis of Test Methods and Chemical and Physical Aspects of Ageing Part 1 2 and 3 IEEE transactions on electrical insulation Vol 16 No 1 February 1981 pp 1 30 Kimura K Multistress aging of machine insulation systems IEEE Annual report of the conference on electrical insulation and dielectric phenomena 22 25 Oct 1995 pp 205 210 Kaufhold M Schafer K Bauer K Bethge A Risse J Interface phenomena in stator winding insulation challenges in design diagnosis and service experience IEEE Electrical insulation magazine Vol 18 No 2 March April 2002 pp 27 36 Kreuger F H Partial discharge detection in high voltage equipment Butterworth 1989 pp 7 Kang S H Park Y G Lee C Park J N Lim K J Voltage time characteristics of PD patterns in void discharges Proceedings of 2001 International symposium Electrical Insulting Materials 19 22 Nov 2001 pp 25 28 Mason J H The deterioration and breakdown of dielectric resulting from partial discharges IEEE proceedings 1951 98 Pt 1 pp 44 59 Ryder D The in
187. resses that may lead to increased vibrations and thereby increased wear and tear of the motor bearings 1 3 2 Rotor faults Rotor faults are mainly caused by breaks in the joints between bars and end rings This can happen for a number of reasons such as casting problems during the manufacturing process excessive vibrations caused by pulsating load or stresses due to direct on line start ups When a bar cracks it produces a high resistance joint on the end ring causing overheating which may eventually lead to bar completely breaking A broken bar increases the current flowing through the remaining bars resulting in torque fluctuations which may cause further mechanical damage Air gap eccentricity is another rotor related fault that can lead to severe mechanical problems Air gap eccentricity is said to exist when a non uniform air gap between the rotor and the stator occurs There are two types of air gap eccentricity namely static and dynamic In the case of static eccentricity the minimum air gap between the stator and rotor is fixed in space This may be caused by the stator core ovality or due to the incorrect positioning of the rotor or stator In the case of dynamic eccentricity the minimum air gap rotates with the rotor Dynamic eccentricity may be caused due to several factors such as bent rotor shaft bearing wear or misalignment etc Figure 1 3 below shows the air gap eccentricity Air Gap Stator Rotor Fig
188. resultant PD spectrum can affect the magnitude of PD pulse e PD types Different types of discharges occur at different locations in a machine The potential for each type of discharge to cause harm to the insulation is different For example a same magnitude PD occurring in slot region and end winding region can affect the insulation differently Hence it is important to consider the type of discharge mechanism along with its magnitude rather than analysing PD solely on the basis of detected magnitude e Differences among machines and measurement conditions Machines from various manufacturers differ significantly in terms of construction design insulation systems etc Even if the machines have the same manufacturer there will be differences in installation operation and maintenance and this may result in a different degree of insulation degradation for the same machine Additionally other factors like temperature pressure humidity etc can have an effect on PD measurement Industrial experience indicates that some machines have high PD magnitudes that do not change over a significant period of time and can sustain them for years without causing any further damage to the insulation Some machines can have low magnitudes of PD that increases over a period of time indicating the presence of a failure mechanism affecting the insulation All the above factors can affect the magnitude of PD measured Hence the analysis which is based onl
189. ry of industry practices guides and standards related to on line partial discharge monitoring of stator insulation condition Conference proceedings of 52 Annual Petroleum and Chemical Industry Conference Industry Applications Society Denvar Colorado 12 14 Sept 2005 pp 359 365 Sedding H G Campbell S R Stone G C Klempner G S A new sensor for detecting partial discharges in operating turbine generators IEEE Transactions on Energy Conversion Dec 1991 Vol 6 No 4 pp 700 706 Austin J James On Line Digital Computer System for Measurementof Partial Discharges in Insulation Structures IEEE Transactions on Electrical Insulation 1976 Vol El 11 No 4 pp 129 139 166 127 128 129 130 131 132 133 134 135 136 137 138 139 James R E Phung B T Development of computer based measurements and their application to PD pattern analysis IEEE Transactions on Insulation amp Dielectrics 1995 Vol 2 5 pp 838 856 Bonnie C Baker Anti Aliasing Analogue Filters for Data Acquisition Systems Microchip Technology Inc Application Note AN699 http www microchip com stellent idcplq ldcService SS_ GET PAGE amp nodeld 1824 amp appnote en011696 Accessed 15 May 2009 Karki Jim Active Low Pass Filter Design Texas Instruments Application Report Sep 2002 http focus ti com lit an sloa049b sloa049b pdf Accesse
190. s can be classified into three categories a Chemical detection b Acoustic detection c Optical detection 47 4 2 1 Chemical detection PDs can be detected chemically because the current streamer across the void can breakdown the surrounding materials into different chemical components Pressurised SFs gas is used as high voltage insulation in gas insulated switchgear GlS and GIS substations Although SF is non toxic and chemically very un reactive the decomposition of gas can take place under the presence of partial discharge generating bi products like SOF2 SOF 5 SOF4 SF 79 77 As the concentration of these bi products increase they can be detected by various gas detectors with sensitivities to a few ppm parts per million However in GIS these gases may be greatly diluted due to the large volume of SF6 and may take a longer time to be detected making this method less sensitive to detect gases in smaller concentrations In the case of power transformers the PD activity generates gaseous compounds like hydrogen methane ethane ethylene acetylene and carbon monoxide in transformer oil and these gases can be detected by performing a chemical analysis 79 Dissolved Gas Analysis DGA is the most popular technique used for on line testing of power 78 79 80 It is a simple on line procedure causing transformers to detect arcing and PD minimal disruption and involves collecting an oil sample and performing a
191. s shown in figure 6 12 It can be seen from the FFT waveforms that the 40KHz noise and its harmonics have been successfully filtered out from the signal spectrum 110 Time Domain Raw Data 1 Amplitude v 1 1 1 0 008 0 01 0 012 0 014 0 016 0 018 0 02 I 1 I 0 0 002 0 004 0 006 Time 5 Time Domain Filtered Signal Bandpass Bandreject 1 Amplitude 1 1 1 0 0012 0 014 0 016 0 018 0 02 I I I 1 1 0 002 0 004 0 006 0 008 0 01 Time 5 Figure 6 11 Band reject filtering time domain signal FFT Raw Data Amplitude e a 0 01 0 005 0 50000 100000 150000 200000 250000 300000 350000 Frequency Hz FFT Filtered Signal Bandpass Bandreject Amplitudev e a 1 as MUT 150000 200000 250000 300000 350000 ES 0 50000 100000 Frequency Hz Figure 6 12 Band reject filtering frequency domain signal 111 The disadvantage of this method of filtering is that a certain amount of partial discharge data may be lost in the filtering process This can happen if PD pulses are present in the frequency bands that are set to be rejected by the band reject filters Also this filtering technique is only suitable to filter out the switching noise generated by devices like variable speed drives Other forms of n
192. scharge rate will be higher than that predicted by the abc circuit However the net effect of all these degrading 36 mechanisms is a slow erosion of cavity surfaces present within the insulating material thus reducing the overall dielectric strength of the insulation 3 2 2 Surface Discharges Surface discharges may occur when there is a stress component parallel to a dielectric surface as shown in figure 3 5 Once the discharge has been initiated it affects the electric field in such a way that the discharge extends beyond the region where there was originally sufficient electric stress to cause the discharge They are commonly found in bushings ends of cables and overhang of machine windings Surface discharges depend on several factors 99 e Physical properties of the environment in which discharge takes place gas liquid e Physical properties of solid dielectrics permittivity surface resistance conductivity e Distribution of electric field in the site between electrodes e Type of voltage and time of operation e State of surface of solid dielectrics polluted sodden Surface discharge Solid dielectric Figure 3 5 Surface Discharges Pollution is one of the main causes of surface discharges and tends to occur between the particles of a contaminant Salt deposits or dampness can form semiconducting layer and can permit the flow of current Very often moisture combines with nitrous gases to form Nitric aci
193. scharge signal interpretation for generator diagnostics IEEE Transactions on Dielectrics and Electrical Insulation 2005 Vol 12 No 2 pp 297 319 Gross D W On line partial discharge diagnosis on large motors Conference Proceedings on Electrical Insulation and Dielectric Phenomena Mexico October 2002 pp 474 477 Stone G C Sedding H G Costello M J Application of partial discharge testing to motor and generator stator winding maintenance IEEE Transactions on Industry Applications Mar Apr 1996 Vol 32 No 2 pp 459 464 Stone G C Sedding H G New technology for partial discharge testing of operating generators and motors Proceedings of Electrical Electronics Insulation Conference and Electrical Manufacturing amp Coil Winding Conference Chicago 4 7 Oct1993 pp 667 672 Watt G Kouadria D The practical use of a computerised partial discharge measuring system for online condition monitoring of high voltage stator windings Ninth International Conference on Electrical Machines and Drives Conf Publ No 468 1999 pp 112 117 Kouadria D Watt G Partial discharge patterns and the identification of defects in high voltage stator windings insulation Eighth International Conference on Dielectric Materials Measurements and Applications IEE Conf Publ No 473 2000 pp 236 240 Stone G C Sedding H G Fujimoto N Braun J M
194. se and the value is set to zero In this case a threshold limit of 0 25 volts was set at the output of the acquired signal and the results were evaluated The threshold value was chosen by comparing the acquired signal to the typical PD cycle shown in figure 6 4 It was assumed that the pulses out with the typical PD occurring region are possibly caused due to noise and the amplitude of these pulses was taken into consideration for deciding the threshold value The program description and LabVIEW code for this filtering method is given in Appendix A 5 2 Figure 6 6 shows the original PD waveform along with the filtered one in time domain for comparison Visual observation of the graphs indicates that the noise level has reduced but not eliminated completely As the data on the graph is very dense 100K points plotted per 20ms not much can be commented on the effectiveness of filtering by visual observation Performing an FFT analysis on the filtered signal may provide better insights The FFT graphs are shown in figure 6 7 106 Raw Data Eo i 8 512 1 1 1 1 0 0 0 0 1 1 1 1 1 1 1 0 1 1 1 1 0 0 001 0 002 0 003 0 004 0 005 0 006 0 007 0 008 0 009 0 01 0 011 0012 0 013 0 014 0 015 0 016 0 017 0 018 0 019 0 02 Time S b Filtered Signa Amplitude Based Filtering Amplitude V 1 D 1 1 1 1 1 D D 1 1 1 D 1 1 1 D D 0 001 0 002 0 003 0 004 0 005 0 006 0 007 0 008 0 009 0 01 0 011 0 012 0 013 0 014 0 015 0 016 0
195. secondary The actual transformer used had a 9 volt centre tapped secondary One of the outputs of the transformer is connected to a passive network of resistor and capacitor that act as a low pass filter with a cut off frequency of 160 Hz This is followed by a potential divider circuit with a potentiometer to adjust the amplitude of the reference signal The second output of the transformer out of phase by 1809 was also connect ed to an identical filter network and potential divider circuit A switch was provided to select between the two taps Although two taps are not necessary it was wired just to provide some added redundancy The circuits are powered using a standard market available power supply with an output of 5 V 100mA The main circuit ground is connected to the chassis The chassis is grounded via a switch that can connect the chassis either to the mains supply ground or to an external earth point machine earth When testing on site it was found that the main power supply ground can be noisy and this can get coupled in the measurement Under such circumstances it becomes necessary to provide a clean earth connection shortest ground path to make any measurement Hence an option was provided by means of a switch to connect the circuit ground chassis to the main power supply ground or an external clean ground point as shown in Appendix A 3 3 Figure 5 15 a and b shows the front panel and the internal assembly of the unit
196. sed for the detection of stator winding insulation faults As this technique is of particular importance to this project it will be dealt with in more detail in later chapters 1 5 Objectives of the project This project was undertaken as a part of Knowledge Transfer Partnership KTP programme KTP is a UK wide programme helping businesses to improve their competitiveness and productivity through collaborative projects between business and knowledge base The source of knowledge base is usually a higher education institution e g university college or research organisation Under this programme The Robert Gordon University RGU assumed the role of the knowledge base partner in collaboration with Dowding amp Mills D amp M acting as the company base partner The School of Engineering at RGU has a well established expertise in the field of condition monitoring of electrical machines D amp M is one of the few companies who are commercially involved in the condition monitoring of electrical machines using partial discharge detection technique The company manufactures its own partial discharge detection equipment that was developed in house in 1980s with the association of the expertise available then at RGU However in the last few decades a considerable amount of progress has been made in the field of partial discharge detection and the associated data acquisition hardware These developments can be adopted to develop a new partial disch
197. sensor to detect these partial discharge transients The detection unit consists of the coupling capacitor and the measuring impedance The circuit is characterised by a high pass filter performance and is designed to block the mains frequency A typical arrangement of a capacitive coupler detection circuit is shown in figure 4 8 The termination circuit converts the PD current pulses to voltage pulses which can be recorded by a PD measuring instrument for a detailed analysis Capacitive Terminal box over voltage protection Coupler Coaxial Cable IH Shield Grounding Assembly I RES Seige ae eee 680 ohm Resistor 90 Arrester Figure 4 8 Capacitive coupler detection circuit 429 There are two types of capacitive couplers available and the choice of each depends on the type of application a Cable type b Epoxy mica encapsulated type 63 The cable type couplers are the most commonly used as they have a higher voltage rating compared to the epoxy mica type But they are also comparatively larger in size and have a lower temperature rating The epoxy mica type has a lower voltage rating but benefits from a high temperature rating It is also comparatively smaller in size The cable type couplers are available in a standard 80 pF value and are generally terminated with a 50 Ohm resistor as measuring impedance The epoxy mica types are also available in a standard value of 80 pF but more recently they have been manufact
198. settings for the output amplifier are 2 3 6 12 and 18 The circuit diagram is provided in Appendix A 4 4 As stated earlier a common shaft connects the gain switching mechanism of both the amplifiers Each rotary switch wafer has a single pole 12 way switch mechanism Thus a maximum of 12 different gain combinations can be obtained The complete details of the gain settings along with the overall system gain are given in table 7 1 The designed gain settings were practically verified in the laboratory All gain settings were tested with a 100KHz sine wave signal with varying amplitudes to prevent gain saturation 118 Table 7 1 Gain setting details of 3 phase system Theoretical Switch A Input nape Output Overall Gain Overall Gain Position Amplifier Fitter Amplifier Theoretical _ Gain Sue Gain Gain Gain Practical 1 2 10 25 2 41 40 2 4 2 3 10 25 3 92 90 2 2 3 6 10 25 2 123 122 0 8 4 6 10 25 3 185 180 2 7 5 15 10 25 2 308 310 0 6 6 6 10 25 6 369 360 2 4 7 15 10 25 3 461 450 2 4 8 20 10 25 3 615 600 2 4 9 15 10 25 6 923 900 2 5 10 20 10 25 6 1230 1200 2 4 11 15 10 25 12 1845 1750 5 1 12 15 10 25 18 2768 2600 6 1 It can be seen from the table 7 1 that the gain error in most settings is less than 2 5 Only the high gain settings 1750 amp 2600 have a slightly higher gain error 5 6 There is a possibility that this error may have occurred due to c
199. sidered unreliable due to various factors The trending of PD data over a period of time provides a more robust analysis Hence the software should be capable of storing historical PD in a systematic manner Neural networks can be used for developing an expert PD system Remote monitoring system provides several advantages over the conventional PD monitoring systems and these factors will have to be considered for future development 148 CHAPTER 10 CONCLUSIONS AND FUTURE WORK 10 1 Conclusions The research project described in this thesis is the result of work undertaken through the Knowledge Transfer Program KTP scheme in association with The Robert Gordon University as the academic partner and Dowding amp Mills as the company based partner The on line condition monitoring of rotating machines is given paramount importance particularly in industries such as Oil and Gas where the financial implications of machine shut down is very high The project work was directed towards the on line condition monitoring of high voltage rotating machines by detection of partial discharges Monitoring of partial discharge activity in high voltage rotating machines is considered to be an important tool for maintaining the insulation health of the motor The degradation of HV stator insulation occurs due to operating stresses that can be classified into mechanical thermal electrical and environmental Chapter 2 outlines the cause a
200. signal is shown in figure 6 10 The highlighted area shows that high frequency signals beyond 300 KHz have been effectively suppressed a FFT Raw Data D 1 0 200000 400000 600000 800000 1 6 1 2 6 1 4 6 1 6 6 1 8 6 2 6 2 2 6 2 4 6 2 6 6 Frequency Hz b FFT Bandpass Filtered Signal 1 D 200000 400000 600000 800000 1 6 1 2 6 1 4 6 1 6 1 8 6 2 6 2 2 6 2 4 6 2 6 6 Frequency Hz Figure 6 10 Band pass filtering frequency domain signal Though all the frequencies beyond 300KHz and below 2 have been filtered it is still necessary to filter the 40KHz switching noise and its harmonic elements One way of doing it would be to have band reject filters with their cut offs set to the harmonic frequencies This was implemented using software filters 6 order band reject Butterworth IIR filter with lower cut off frequency of 39KHz and upper cut off frequency of 41KHz was implemented to eliminate the 40KHz switching noise Similar filters with 2KHz band reject window were configured to eliminate up to 7 harmonic of 40KHz i e 280KHz The results can be seen in figure 6 11 and figure 6 12 The LabVIEW code can be found in Appendix A 5 3 The time domain waveform in figure 6 11 visually indicates that the filtered waveform appears to have reduced noise level when compared to the raw data The results of the effectiveness of filtering are better viewed in the frequency domain waveform
201. sition program The two graphs on the front panel show the acquired data and retrieved data The program is capable of acquiring 2 signals simultaneously i e 50 Hz sine wave used as a reference signal and PD data from one phase The Acquire function configures the DAQ card with appropriate settings and acquires data over a 20 ms period with a sampling frequency of 5Ms s The minimum sampling requirement for the application was 3Ms s However acquiring data at a higher sampling frequency will reduce the burden on AAF filter The memory requirement for acquiring data with 5Ms s will be 200 000 samples cycle for two channels The NI 5102 DAQ card has an onboard memory of 663 000 samples which is more than sufficient for the application This data is displayed in the top graph If the acquired data is too small or too big then the gain settings on the signal conditioning unit can be altered and another data set can be obtained The Write function stores the acquired data in a file at a desired location set by the user The data is split and stored in 2 separate files one file stores the reference signal and the other stores the PD data The Read function is used to retrieve the data from a stored file and display the data on the bottom graph The program prompts the user to select the path of the desired file Finally the Stop function allows the user to exit from the program The LabVIEW code for this program is given Appendix
202. straight detection and balanced detection circuits 54 4 3 2 1 Straight detection method A variety of circuits are used to detect the current pulses but all these circuits will contain the following elements 099 a Adischarge free high voltage source b A test sample that is affected by discharges c A high voltage coupling blocking capacitor Cs connected across the test voltage source to facilitate the passage of current impulses d A detection impedance Z across which the voltage impulses are induced caused by discharge current pulses in the sample e An amplifier A to amplify these pulses f A display unit O usually CRO for display Figure 4 4 shows the basic circuit for the straight detection method The measuring impedance 2 is either connected in series with or depending on the value of Cx If the value of Cy is large then the Z is placed in series with Cg so that the large charging current of does not pass through the impedance 2 Display Unit Amplifier HV Figure 4 4 Basic circuit for straight detection method 492 4 3 2 2 Balanced detection method The discharges that take place external to the sample e g discharges in the high voltage source the leads bushings terminals etc cannot be easily distinguished from the discharges in the sample in the straight detection method The balanced detection method essentially contains all the elemen
203. struction of stator winding structures varies depending on the operating voltages and rated power of the machine The two main types of stator winding structures are random wound stators and form wound stators Random wound stators are typically used for low power machines few hundred KW that usually operate at voltages less than 1000 volts Such machines are not prone to partial discharge activity due to the low voltage Form wound stators are available in two forms i e coil type and roebel bar type The roebel bar type stator has limited applications and is only used for very large generators typically in the range of 50 MW or above where inserting a coil type stator in a slot posses a significant risk of mechanical damage The most commonly used stator structure in high voltage machines gt 1000V is the form wound coil type stator windings Figure 3 7 shows the typical structure of a single form wound coil Rigid Slot Section Slot exit End windings Figure 3 7 Form wound stator coil 40 The coils are pre formed hot pressed to the correct profile and inserted into the stator slots The part of the coil that is firmly supported by the stator core is called the slot section whereas the overhang part of the coil after slot exit forms the end windings The slot section is usually wrapped with mica paper tapes bonded together with epoxy 70 The ground wall insulation separates the forming the ground wall insulation copper
204. te visit was to acquire data and test the performance of the three channel system In the absence of high voltage test facilities it was thought that the best way of testing the new system would be to benchmark its performance against the existing proven StatorMonitor system Hence the testing was carried out with both the systems The data collected from both systems was stored and compared at a later stage The complete test set up for the three phase system is shown below in figure 8 2 High Voltage terminal box Signal conditioning unit Input signals Local terminal box Laptop with PCMCIA Output DAQ card signals 3 Phase Data Acquisition Software Figure 8 2 Test set up for three phase data acquisition 125 8 3 1 Comparison of system performance The site visit provided an opportunity to acquire PD data from 3 different machines A snapshot of three phases PD data acquired from one of the machines is shown in shown in figure 8 1 In order to facilitate a comparison of the existing StatorMonitor system with the new three phase system data was acquired using both systems with the new software Various sets of data were acquired with different gain settings and the acquisition was carried out simultaneously on all three phases with a sampling frequency of 5 Ms S Comparisons were made with data acquired from all three phases However for the sake of discussion only a single phase data has been presented her
205. technique sensitivity Same as RFCT Application They are best suited for plants that are connected to system by bus bars Best on system that uses cables as the means of connection Same as RFCT Table 4 1 Comparison of various electrical PD detection Sensors 66 4 5 Review of commercial available PD detectors As a part of new product development it was thought necessary to study the existing market available products used for PD detection and analysis A detailed comparative study of these products in terms of its features and capabilities would help in knowing the latest trends in the technology and would provide some inputs for the new design thus helping in the development of a competitive product Research was carried out through different means mainly through the internet to identify the various companies that manufactured PD detectors Given below is the list of manufacturers of PD detection equipment IRIS Power Engineering North America ADWEL International Limited Canada PD Diagnostix Systems Germany M amp B Systems Power Test Equipment UK TECHIMP Italy Tettex Instruments Switzerland HIPOTRONICS USA ROBINSON Instruments UK de 09 The above list is not exhaustive but covers some of the leading manufacturers across the globe A variety of products exists in the market and choice of equipment can be influenced by many factors depending on the type of
206. tem displays the PD pulses in time domain like a traditional oscilloscope type display This type of display does provide some information regarding the phase position of the discharges But it is difficult to determine the repetition rates of the highest discharges A pulse height distribution display as described in chapter 8 can be used to determine the repetition rates of various discharge amplitudes The phase resolved PD pattern q n pattern provides vast amount of information like the predominance of PD pulses in ve and ve cycles Skewness and Kutosis The development of a software system capable of displaying phase resolved PD pattern will prove useful in PD data analysis For permitting trend analysis it is necessary to develop a database to store historical PD data of various machines in a systematic manner A rudimentary database to store raw PD is currently under progress Statistical analysis techniques still depend on the user s expertise for PD analysis But researchers have proposed techniques for an automated analysis of PD data gt 146 The application of neural networks for pattern recognition is well known Numerous studies have been published demonstrating the potential of neural networks for PD 147 148 149 As demonstrated by Yang et al 459 the pattern recognition and analysis wavelet analysis is another technique that can be used for PD pattern recognition These areas can be investigated
207. ter contains multiple stages and the loss of signal can become quite severe This is called insertion loss Consequently passive filters are typically used to implement a single pole filter This application however will need a higher order filter thus calling for an active filter design 1 59KO Vout Figure 5 8 Passive single pole low pass filter fc 1 KHz 79 The active filter is implemented using op amps resistors and capacitors One of the main advantages of using an op amp is that it has high input impedance and low output impedance reducing the insertion loss In fact active filters can also be designed to provide some gain Depending on the response required many stages of op amps can be cascaded together to achieve a sharp knee and steep roll off characteristics However the disadvantage of cascaded filters is that they can limit the available bandwidth and may be affected by drift The active filters can be classed into different families i e Butterworth Chebyshev Bessel and Elliptic Each of these families has some advantages and disadvantages over others The Butterworth filters have the flattest pass band region i e least attenuation over the desired frequency range However the phase change with frequency is not very linear and the stop band roll off rate is not the best amongst all families The Chebyshev filter has one of the best stop band roll off rates making it possible to use less number of sect
208. terminals The complete test set up is shown in figure 6 2 High Voltage terminal box Signal conditioning unit Local terminal box Input Output Reference e Laptop with PCMCIA DAQ card Data Acquisition Software Figure 6 2 Test set up for single phase data acquisition 103 6 5 2 The waveform display The testing was carried out using various gain settings and the data was acquired with a sampling rate of 5 Ms s In this case the most suitable gain settings were found to be 600 and 1200 Figure 6 3 shows the graphs for a single phase data along with the reference signal green for both the gain settings Gain Setting 600 le 0 8 0 6 0 4 0 2 0 02 0 4 0 6 0 8 SL 1 0 0 002 Amplitude V 1 0 02 5 1 1 0 004 0 006 0 012 0 014 0 016 0 018 Gain Setting 1200 0 8 0 6 0 4 Dra 0 0 2 0 4 0 6 Amplitude V 1 0 02 Time s 1 1 1 1 0 002 0 004 0 006 0 012 0 014 0 016 0 018 Figure 6 3 PD data acquired with different gain settings It can be observed from the graph above that some pulses are clipped with a gain setting of 1200 where as all the data acquired with a gain setting of 600 is within range Another data set was acquired with the maximum sampling rate possible with the DAQ card i e 10 Ms s per channel However the file size with the high
209. terpretation of partial electrical discharge measurements with insulation damage and ageing Conference Electrical Insulation and Dielectric Phenomena 17 20 October 1993 pp 642 647 161 65 66 67 68 69 70 71 72 7 74 75 76 77 Kurimsky J Kolcunova 1 Cimbala R Partial discharge analysis for insulation systems of electric rotating machines with various voltage stress Acta Electrotechnica et Informatica Vol 8 No 4 2008 pp 64 67 Davies N Yuan Tian Tang J C Y Shiel P Non intrusive partial discharge measurements of MV switchgears International conference on Condition Monitoring and Diagnosis Beijing 21 24 April 2008 pp 385 388 Nindra B S Kogan V Dawson F Surface corona suppression in high voltage stator winding end turns Proceedings of Electrical Insulation Conference and Electrical manufacturing expo 1995 pp 411 415 Cargill S M Edwards D G Corona screen effectiveness in large rotating machines under high voltage high frequency transient conditions proceedings on Electric power applications 1998 Vol 145 pp 469 474 Bonnett A H Analysis of winding failures in three phase squirrel cage induction motors IEEE transactions on industry applications Vol IA 14 3 May June 1978 pp 223 226 Stranges M K W Stone G C Bogh D L Progress on IEC 60034 18 42 for qualification of stator insulation f
210. text based languages the program flow is determined by the sequence of lines of code whereas the data flow in LabVIEW is determined by wiring of data elements This brief introduction is provided here for ease of understanding More details about programming in LabVIEW be found in the user manual 039 provided by National Instruments A program written using LabVIEW version 8 2 is called a Virtual Instrument Each program essentially has two parts a front panel and a connector pane block diagram The front panel provides an interactive user interface with all the required controls whereas the block diagram is the back end that actually contains the program code The programmes generated using LabVIEW have file names with extension 6 4 Data Acquisition Software Figure 6 1 shows the front panel of a single channel data acquisition system for this work Various controls are provided to the user for controlling the acquisition process 100 101 0 75 0 5 0 25 zs 0 5 ds m 0 001 0 002 0 003 0 004 0 005 0 006 0 007 0 008 0 009 0 0 0 011 Retrieved Data A epnujduy 0 012 0 013 0 014 0 015 0 016 0 017 0 018 0 019 0 02 Time s 0 75 0 5 gt 3 0 25 5 2 025 D 5 0 75 0 001 0 002 0 003 0 004 0 005 0 006 0 007 0 008 0 009 0 0 0 011 0 012 0 013 0 014 0 015 0 016 0 017 0 018 0 019 0 02 Time s Figure 6 1 Front Panel of Single Phase acqui
211. that are desired from PD instrumentation software are discussed here These features will be considered in future during software development 9 1 Software Development The software developed during the course of this project is capable of acquiring real PD data and storing it onto disk with limited options for displaying data However this area of software development will need a significant amount of work and research to be carried out for developing a complete PD detection and analysis system The work needs to be considered with three different areas a Noise detection and filtering b PD Data display methods c PD Analysis techniques 9 1 1 Noise detection and filtering The PD data is often blurred with noise and external interference making it difficult to discriminate between noise pulses and the PD pulses Measures can be taken reduce the voltage and current noise by selecting low noise op amps and by hardware design However in some cases where the external noise level is high compared to the PD the entire PD signal can be lost This is because the A D converter has a fixed resolution and the extremely small PD pulses may be quantised into the lowest level The noise could be arising from two sources i e thermal or external The thermal noise that arises due to the amplifiers and the detection impedances are relatively insignificant compared to the noise from external sources 32 138 The external noise characteristics can
212. that it has higher sensitivity compared to the Rogowski coil and the RFCT However it is not completely non intrusive as the capacitor is directly connected to the HV terminals of the stator windings and the electrical integrity of the capacitor is crucial Also the capacitive coupler itself should be discharge free 22 4 4 5 Stator slot coupler 125 Stator slot coupler SSC developed by Sedding et al 429 is a relatively new type of PD detection sensor and is mostly used in large turbine generators A SSC is an ultra wideband directional electromagnetic coupler It cannot be classed as a purely 64 Capacitive or inductive coupler It is rather a stripline antenna built a ground plane having coaxial outputs at each end It is installed on top of the stator winding bars under the wedges at the ends of the core slots This position provides the optimum location for reliable detection of PD in the machine since the detector is as close as practically possible to the PD sources of interest A minimum of six SSCs are fitted to cover the entire stator windings It detects any electrical signal in the frequency range of 10 MHz to 1000 MHz and is highly sensitive to PD signals originating from sources close to the SSC The dual output of the SSC helps in distinguishing PD from the slot and PD from the adjacent endwinding by calculating the pulse arrival times at both ends 429 One of the main advantages of SSC is that it has a wide ba
213. the surrounding insulating medium gaseous liquid or solid and different factors like temperature and pressure The optical spectrum ranges from the visible ultraviolet range to the invisible infrared range 99 For example faint corona in air emits radiation in 280nm 410nm spectral range 95 in UV region making it invisible to the human eye The wavelength of a strong flash discharge is between 400nm 700nm The spectrum of surface discharge along with solid dielectric is very complex and is dependant on various factors like type of electrode material surface condition etc 9 In gases with low pressure energy in the range of 196 is emitted as discharge this figure is even lower for liquids and solids 99 Two different measuring techniques are used for optical detection The first technique comprises of using a UV corona imaging camera for the detection of discharges on the surface of electrical equipment This technique is used for high voltage transmission lines and in power stations The second technique involves the detection of an optical signal inside the equipment by using fibre optic cables as sensors and as transport medium for optical signal This technique is suitable if the high voltage equipment is enclosed and light tight like transformers and GIS An optical fibre samples light produced by PD inside the equipment and transmits the signal outside the equipment to a detection unit that converts light into electrical signal p
214. thin that window can be calculated and stored using a software program The computation can be performed on the complete data e g 100 cycles and the corresponding repetition rate n for each phase window can be calculated and stored 139 Now these three parameters can be viewed on 3 D plot and is often referred as the g q n pattern Alternatively it can also be plotted on a 2 D with colour coding of PD pulses as the 3 axis Referring figure 9 2 each individual PD pulse is represented by a dot at its corresponding amplitude on y axis and its corresponding phase position on x axis The repetition rate n of pulse is coded with different colours with red being a high repetition rate and grey being a low repetition rate The pattern indicates the predominance of PD pulses in ve and ve cycle and this can be used for detecting 139 various sources of discharge activity 039 Statistical parameters like Skewness and Kurtosis can be calculated which is useful for determining the characteristics of PD activity 4 Hence as this type of PD display gives vast amounts of information for analysis it is popularly used for PD analysis of rotating machines 44 19 The development of a software program capable of displaying phase resolved PD patterns will prove useful for data analysis 9 1 3 PD Analysis techniques Visual analysis of PD data still remains the most widely used method in the fiel
215. three phase partial discharge detection unit was specified designed and developed that is capable of filtering amplifying and digitising the discharge signals The associated data acquisition software was developed using LabVIEW software that was capable of acquiring displaying and storing the discharge signals Additional software programs were devised to investigate the removal of external noise A data compression algorithm was developed to store the discharge data in an efficient manner also ensuring the backward compatibility to the existing analysis software Tests were performed in laboratory and on machines on site and the results are presented Finally the data acquisition DAQ cards that used the PCMCIA bus was replaced with new USB based DAQ cards with the software modified accordingly The three phase data acquisition unit developed as a result of this project has produced encouraging results and will be implemented in an industrial environment to evaluate and benchmark its performance with the existing system Most importantly a hardware data acquisition platform for the detection of PD pulses has been established within the company which is easily maintainable and expandable to suit any future requirements Contents Declaration Acknowledgements Abstract Contents List of figures List of tables Chapter 1 Introduction 1 1 1 2 1 3 1 4 1 5 Significance of rotating machines Maintenance strategies 1
216. tion of contamination on high voltage stator endwinding reaches levels sufficient to significantly reduce the insulation surface resistivity then at least three different degradation mechanisms are possible a Endwinding Internal discharge b Phase phase discharge c Surface tracking 43 3 3 4 1 Endwinding Internal Discharge Most voids except very small ones are eliminated from the slot section of the stator coil as they are pre formed and hot pressed to the correct profile creating robust and consolidated ground wall insulation However that is not the case with the curved endwinding sections This part of the stator coil needs to retain a degree of flexibility to allow the build of the stator winding During the process of insertion of coils the endwinding sections are twisted and this leads to the displacement of ground wall insulation immediately adjacent to the conductor insulation This action tends to create voids between the ground wall insulation and the insulated conductors These voids in the endwinding region are not a cause of concern as long as the endwindings remain clean and free of debris But the deposition of surface contamination if conductive can act as an extension of the earth structure of stator frame resulting in an increase of electric field intensity within the endwindings This can initiate discharge activity and subsequent discharge erosion can lead to inter turn insulation failure Walker and 74 have presented
217. ts described in the straight detection method but additional measures are taken to reject disturbances caused by discharges external to the sample Figure 4 5 shows the basic circuit for balanced detection 55 Display Unit Figure 4 5 Basic balanced detection method 492 As shown in figure 4 5 in addition to the series connection of test sample Cx and measuring impedance Z4 a parallel branch of capacitor Cg similar capacity as Cx and a series connected measuring impedance Z is inserted in the circuit The differential amplifier A is connected between the two measuring impedances If the two measuring impedances are adjusted in a way that the voltage drops caused by external disturbances are equal for both measuring impedances 4 and Zs then these disturbances coming from outside the two parallel branches are eliminated 4 3 3 On line electrical detection systems On line electrical detection systems are usually designed for either narrow band or wide band operation and are capable of providing data on each individual discharge event PD pulses have rise times in the range of 10 to 100 ns This corresponds to a frequency spectrum extending in the region of 100 MHz Therefore there is wide band of frequencies to be selected for detection In practice there is a limit on the lower end of the frequency range so that the main frequency voltage and its harmonics are below the noise level of the detector discouraging the operation below 10
218. ture The effect of thermal stress on insulation can be described in two forms a Iso thermal stress the dielectric ages in a relatively well established way described by the Arrhenius law b Thermal cycling occurs due to sudden load changes or frequent switching operations 2 2 1 1 Iso thermal stress In the case of iso thermal stress the insulation deteriorates gradually over a prolonged time period which is accompanied by the decline in the dielectric strength of insulation The deterioration is caused as a result of heat generated in the copper conductors primarily due to IR losses This heat generated has to be dissipated through the main ground insulation to the iron in the stator core and the air in the end windings Additional heat is generated due to core losses windage and stray load losses adding to the operating temperature of the windings When the winding insulation is subject to high temperatures above a certain threshold it results in a chemical reaction oxidation in case of air cooled machines leading to depolymerisation of the binding resin 2 This process makes the insulation brittle resulting in localised cracking and can cause delamination in form wound coil groundwalls 2 2 1 2 Thermal Cycling The thermal cycling of insulation occurs when a motor in normal service is subjected to a rapid change in loads or frequent starts and stops within a short period of time During start up the motor draws
219. tween the rotor and stator act directly on the coils in the slots If there is any loosening of the coil in the slot the vibrations will lead to mechanical abrasion of the coil sides in the slot eroding the insulation If the insulation breaks down completely then a short circuit can occur locally between the coils causing severe damage to the HV stator windings Severe insulation degradation if undetected can propagate through the stator in a very short time Whenever degradation occurs in a HV stator insulation system be it due to electrical mechanical or environmental conditions it is generally accompanied by the generation of partial discharges which further aids the degradation process Partial discharges are discussed in detail in the chapter 3 However it is noteworthy that the HV stator insulation degradation process is usually not a sudden death event It is a slow process and is more likely to be the end result of progressive degradation over a period of time which can be as short as a few months or as long as tens of years 14 Condition monitoring methods An arsenal of methods electrical or otherwise is used for the condition monitoring of 51419 Condition monitoring is applied as a diagnostic tool both for rotating machines fault detection and as a basis for maintenance planning Various monitoring techniques use different machine variables like magnetic flux vibration acoustic noise temperature air gap torqu
220. ue phase 1 1 1 1 2 2 2 2 Cycle 1 1024 1024 1024 1024 1 1 1 1 2 2 2 2 2 1024 1024 1024 1024 1 1 1 1 2 2 2 2 100 1024 1024 1024 1024 The effect of data compression is shown in figure 8 6 The top graph shows the data with full resolution and the bottom graph shows the reduced resolution graph The 133 reduction in resolution of course meant significant loss of PD data However the highest peaks are the most important and have been preserved Although a frequency domain analysis would be impossible after such a compression it can be seen that the overall discharge envelope has been reasonably preserved There was a significant reduction in the file size requirements The overall file size was reduced from 80 MB to 0 8 MB for 50 cycles of PD data This means the file size for 100 cycles would be around 1 6 MB and is considered to be reasonably practicable Full resolution PD data 5 Ms S sampling rate le 0 8 0 6 045 0 25 0 1 1 1 1 1 0 002 0 004 0 006 0 008 0 01 0 012 0 014 0 016 0 018 Reduced resolution display 0 8 0 6 0 4 0 25 0 1 1 1 J 0 002 0 004 0 006 0 008 0 01 0 014 0 016 Figure 8 6 Effect of data compression of raw PD data 8 4 USB data acquisition system The use of 2 DAQ cards with a PCMCIA bus interface was not considered to be the best option for future d
221. ure 1 3 Air gap eccentricity In reality an inherent level of static and dynamic eccentricity tends to exist even in newly manufactured machines However an increase in the air gap eccentricity leads to non uniformity of the magnetic flux causing abnormal mechanical stresses and vibrations This can have an adverse effect on the bearings which in turn will lead to higher levels of eccentricity In severe cases a catastrophic failure can occur if the air gap eccentricity increases to such a level that the resultant unbalanced magnetic pull causes a rotor to stator rub 1 3 3 Stator faults Table 1 1 shows that around 25 of all large induction motor failures are attributable to stator faults with the main reason being the breakdown of high voltage HV stator 9 The HV insulation breakdown may be result of many factors such as insulation deposits of contamination on insulation conductor vibration thermal cycling repetitive voltage surges and transients chemical attack or insulation degradation due to internal discharges 5 9 For example winding insulation can become contaminated with oil carbon dust cement dust insects etc This contamination mixes with moisture or oil to form a partially conductive coating on the stator winding This results in electrical tracking affecting the health of the insulation 9 Vibration is probably one of the major causes of premature degradation of HV stator windings The high electromagnetic forces be
222. ured with higher values of 500 pF and 1000 pF leading to wideband PD detection with better sensitivity 029 Zhu amp Halliburton 229 carried out laboratory tests and field testing of 80 pF and 500 pF coupling capacitors and concluded that the 500 pF couplers have better detection sensitivity than the 80 pF couplers and were still capable of avoiding noise A minimum of one coupling capacitor per phase i e three per machine is installed at the machine terminals In the case of large motors and turbo generators two capacitive couplers per phase i e six per machine are installed Using two couplers help to reject external PD like noise pulses Both couplers are placed at least 2 meters apart and a time of flight technique is adopted to distinguish between external PD like pulses and PD pulses from the machine However only one coupler per phase is sufficient for most motors This is because most motors have long connecting power cables usually gt 100 metres and this heavily attenuates and filters out any high frequency PD like disturbances and effectively blocks it from entering into the measuring circuitry 497 As the capacitive couplers are connected in the motor terminal box and connected to the main terminals of the machine the installation usually requires a short outage Care should be taken during installation to maintain the creepage distances depending on the operating voltage One of the main advantages of capacitive coupler is
223. us release of energy resulting in the vaporising of material around the hot streamer This vaporisation causes a small explosion which excites a mechanical wave that propagates through the insulation 9 The intensity of the emitted wave is proportional to the energy released in the discharge As the PD impulses are of short duration the resulting wave signal has frequencies in the ultrasonic region that can range between 20 KHz and 300KHz 99 Piezo ceramic transducers such as acoustic emission sensors and accelerometers are widely used for the detection of ultrasonic waves in an enclosure and provide the best sensitivity 89 As the PD signals are not in the audible range the airborne ultrasound instruments like ultrasound translators use an electronic process called heterodyning to accurately convert the ultrasound waves into an audible range This enables the user to hear and recognise PD through an isolating headphone and can be effectively used to detect PD caused by corona tracking and arcing 9 The advantage of using acoustic detection over chemical detection is that the location of discharge sources is possible using sensors at multiple locations Another advantage of acoustic detection is that it is immune to electromagnetic interference EMI The immunity to EMI makes acoustic detection ideal for online PD detection because a better signal to noise ratio SNR will be obtained for the acoustic signal 99 Acoustic detection is g
224. using a Voltage Gain controlled Amplifiers VGA 151 Immediate development The configuration of the existing amplifier design limits the number of gain settings achievable to 12 However the use of VGAs will significantly enhance the number of possible gain settings providing a greater flexibility Also if VGAs with digital gain control are used then the gain control accuracy may be improved as the gain control logic is implemented within the IC A new system using VGA AD600 is currently being developed The AD600 is a dual channel VGA and each independent channel of AD600 provides a gain of OdB to 40dB The block diagram of this system is shown in figure 10 1 The gain of the VGA is varied by controlling the reference voltage and the scaling factor of AD600 is internally trimmed to 31 25mV dB The reference voltage is varied by means of a digital potentiometer AD7376 The AD7376 is a 128 position digital potentiometer and the slider position is controlled by a microcontroller A 2 volt precision reference is divided into 128 steps providing a resolution of 15 625mV step i e 2 steps will change the reference voltage by 31 25mV Thus each independent channel of AD600 provides a gain of OdB to 40dB in 64 different steps With two channels cascaded together the maximum achievable gain will be 80dB with a variety of gain settings thus making the system more flexible The same design can be easily translated into a three channel system b
225. various other DAQ modules through a high speed PXI bus that is capable of speeds up to 132 Mega bits per second Mb s The PXI bus connections are located on the back plane of the chassis making it easy to slot in various PXI modules that are readily available in the market Figure 10 2 shows a picture of a basic PXI module with 8 slots for expansion The current estimated cost of such a system is given in table 10 1 An 8 bit DAQ card with 4 simultaneous inputs and a sampling frequency of 3Ms s is not available with a PXI interface A better DAQ card with a resolution of 12 bit and a sampling frequency of 10Ms s has been selected for the design Controller Modules Figure 10 2 Standard 8 slot PXI chassis with controller 37 At a future stage the customised signal conditioning unit can be designed as a plug in module with PXI bus compatibility and the embedded controller can be used to control all the gain settings along with other DAQ processes 154 Table 10 1 Estimate costing for system No Model Description Cost 1 8183 Embedded Controller 1 199 2 N A 15 Flat panel touch screen 1 149 3 NI 6115 4 channel DAQ 12 bit 10 Ms S 3 199 4 NI PXI 1031 40 PXI Chassis 779 5 N A Accessories 675 Total 7 001 Note The pricing information shown in table 10 1 was obtained from the National instruments website www ni com on 15 May2010 10 2 2 Software Development The existing sys
226. ver a bandwidth of 300 KHz will not be sufficient due to the effect of cascading multiple stages resulting in a reduction of the overall bandwidth This will have to be addressed when designing the three phase system Using this isolation transformer provided an additional gain of 10 which was not considered suitable for the prototype already built Hence an attenuator had to be inserted in the circuit to compensate for the additional gain It would not be practical to have an attenuator prior to the isolation transformer Hence it was decided to have an attenuation of 10 after the first input amplifier This was implemented by using a voltage divider circuit at the output of the amplifier 4 2 4 4700 When cascaded with the filtering circuit attenuation in the output of filter was observed Probing the individual sections of the circuit without cascading seemed to be working as designed On investigation the problem was found to be the voltage divider circuit used for attenuation The resistance values used were quite high compared to the output impedance of the amplifier The values of the resistors in the divider circuit were reduced by a decade and this resolved the problem 5 5 6 Reference signal generator 92 A reference signal 50 or 60 Hz sine wave is used to trigger the acquisition of PD signals This signal is generated by connecting the supply voltage to a simple step down transformer i e 230 volts primary to 9 volt
227. ver a prolonged period of time is of course essential Some insulating materials can better withstand partial discharges when compared to others Partial discharge can be described as small electrical sparks that occur within the air pockets of the insulation or on the surface of an insulating system It can occur at various locations in the stator windings along the slot region and in the endwindings The partial discharges are classified into three basic types in machine 1 Internal discharges occurring in the cavities of dielectric material 2 Surface discharges occurring on the surface of the coils 3 Point discharges occurring in strong electrical fields around sharp points or edges The above different types of discharges are discussed in detail in chapter 3 A significant number of motors are often exposed to transient voltage conditions which can result in reduced winding life or premature failures either in form of turn to turn or turn to ground The transient voltages can be caused due to various reasons like line to line or line to ground faults opening and closing of circuit breakers capacitor switching rapid bus transfers and lightning 29 Repetitive voltage surges are caused by inverter fed drives that incorporate switching devices These switches are driven by various pulse width modulation PWM techniques that can create a high number of fast rise time surges per second Although the rate of rise of the voltage surges is
228. ww deltaxresearch com triangle htm accessed 15 October 2010 Stone G C Kantardziski P Partial discharge testing of motor and generator windings An absolute or a comparison test Proceeding of International Symposium on Electrical Insulating Materials 1998 Toyohashi Japan Sept 27 30 pp 63 66 168 1 Comparison of various market available discharge detectors Type of monitoring Type of Equipment Sensor Type Connectivity Data Display Other Parameters Model Brand Om Analog Analog Stand PC Offline lino Cont Periodic Motor Generator GIS Tx Cable SSC CC RC HFCT ACC Serial USB FO GPIB Ethernet Modem Mag 2D 3D Inputs Alarm O P UP Alone Based B W PDA IV IRIS v 4 v v TGA B IRIS v Y Y Y TGA S IRIS Y Y v PD Trac IRIS Y v Y Y 3 Y Y Hydro IRIS v v v v v 12 v Bus Trac IRIS Y Y v 9 Hydro v v v v v v v viv v v v v Guard IRIS 24 Bus Y Y Y v Y v Y viv Y v Y Guard IRIS 24 Turbo IRIS v v v v v v 24 v v v v Guard TDA ADWEL Y Y Y Y Y 6 150MHz Premium STB ADWEL Y Y Y v Y Y Y 3 Y v v Y COPA ADWEL Y 96 Y v 97 ADWEL Y Y Y
229. x value array obtain the highest values in every 98 elements of the original array data resolution reduced by 98 times Build a waveform array with the new 1024 elements and plot them on the graph Repeat steps i vii for red phase yellow phase and blue phase The original and compressed waveforms are plotted on separate graphs for comparison 186 181 File Dialog Fes 2 Figure 5 LabVIEW block diagram Data compression program A 5 6 Three phase USB program This software is used to acquire PD data from all three phases of the machine using the NI USB 5132 DAQ devices The data is compressed and stored in a format that is compatible with the StatorMonitor PD analysis software The software consists of a main VI program that calls other sub VI programs during its execution The hierarchal diagram of the main VI and sub VI programs is shown in Figure 6 Master DAQ START PROGRAM configuration Master DAQ config vi Slave DAQ configuration Slave config vi Main program VI DAQ USB 3Ch SM vi Data compression Compress vi EXIT PROGRAM Build waveform Graph vi Figure A 6 Software hierarchy diagram for USB DAQ Main program USB 3Ch SM vi The main program controls the complete execution of the DAQ process based on the user inputs The program uses the state machine architecture and uses the event structure loop for detecting any user command The program has
230. y Hz b FFT Filtered Signal 1 D D D 1 1 1 1 1 1 1 1 1 1 20000 40000 60000 80000 100000 120000 140000 160000 180000 200000 220000 240000 260000 280000 300000 Frequency Hz Figure 6 7 Amplitude based filtering frequency domain waveforms 6 5 3 2 Filtering Noise Method 2 The system has been designed to acquire and analyse signals only in a frequency range of 30 300 KHz Any frequencies acquired beyond these values will not have true amplitude as they would be attenuated in varying proportions by the hardware filters present in the external signal conditioning unit But the external filters do not have a brick wall response The frequencies present in the transition band due to the finite roll off of filters will still be present in the acquired spectrum There is also a possibility of certain frequencies being present within the frequency band of interest due to electromagnetic pick up This can be verified by observing the complete frequency spectrum of the signal as shown in figure 6 8 It is evident that the frequencies beyond 300KHz are still present in the signal spectrum These unwanted frequencies would affect the quality of the acquired signal Hence it was decided to implement a software band pass filter to eliminate the unwanted frequencies 108 FFT Without Filtering aus ASQ TE gt 1 lt 1 1 1 1 1 1 1 1 1 200000 400000 600000 800000 1 6 1 2 6 1 4 6 1 6 6 1 8 6 2 6 2 2 6 2 4 6
231. y on PD magnitude cannot be considered reliable 142 In order to make a more robust analysis the PD activity can be trended over a period of time to asses if any insulation degradation mechanisms are causing sustained damage to the insulation 49 92 This involves repeated data collection with a reasonable time gap between each measurement The process of insulation degradation is a slow process hence the time gap between each measurement should be sufficiently high for the degrading mechanism to cause a detectable increase in the PD activity which is usually in the range of few months A typical process cycle used for PD data analysis is shown in figure 9 3 143 Signal from Numerical real world Data Analogue i isti Absolute data Sensor Computer Filtering anes Processing Not Reliable Repeat Data collection amp Analysis several times with reasonable time gap Trend Analysis Trend Data Reliable Figure 9 3 Typical process diagram for PD data analysis 144 The application of neural network for the PD pattern recognition and analysis has been 147 148 149 demonstrated by many researchers and forms the basis of an expert PD system Neural network acts as a classifier for the data fed to it The capability of a neural network for classifying this data is heavily dependent on the PD test data that was initially used to train the n
232. y simply replicating various blocks The use of digital potentiometers can be avoided if VGAs with digital gain control is used e g LMP8100 The microcontroller also handles the user input interface A 12 bit DAQ card can be considered for improving the amplitude resolution 152 User gain command Micro controller Gain control signal siggy oe Netty TOTNM grt ee ete nbi Meee eS a MUI CY D de Viet QU TH EET RAS I 1 1 1 1 1 1 1 1 Digital potentiometers not required if the VGA Digital i potentiometer directly accept digital inputs from the microcontroller potentiometer i i Variable Variable voltage voltage 2 i Input PD Output signal Voltage gain Voltage gain PD signal Isolation High pass Low pass controlled amplifier controlled amplifier Transformer filter filter Figure 10 1 New design for signal conditioning unit 153 system The PD detector is intended for use in industrial applications Hence the design of the detector needs to be portable and robust to withstand the rigors of an industrial environment The system by National Instruments is one such possible solution PXI system is a configurable system available in a robust chassis and comes with an industrial computer embedded controlled This computer can be interfaced with
233. y to age is the turn insulation in the stator winding coils connected to the phase terminals Although the electric stress across the turn insulation is dependent on the design of the coil and rise time of the surge it can be generalised that the faster the rise time the greater is the stress across the turn insulation Due to the fact that electrical stress is one of the primary factors causing the deterioration of electrical insulation there are methods to determine the ability of insulation to withstand voltage The industry has adopted accelerated ageing test methods that result in a time to failure of days or weeks rather than years or decades that the insulation is expected to last at normal voltages The most commonly used test methods are e Short term breakdown strength In this method the voltage is rapidly increased across an insulating material up to a point when there will be sufficient voltage to puncture the insulation e Voltage endurance test In this method a voltage is applied to an insulation system that is higher than expected during normal operation and the time to failure is measured The voltage endurance tests are typically performed at four times service voltage levels and the method has been detailed by Ward et al 9 and Stone et al 29 The above methods were developed as a result of numerous studies carried out by various researchers who developed empirical models relating the test stress with time 49 to fai
234. ying the periodic noise pulses and omit them from analysis The very fact that these noise pulses occur at regular intervals opens up many avenues for detecting and eliminating them Statistical techniques can be used to locate these pulses in the acquired data These pulses can then be windowed out by deciding an appropriate width for the window It is obvious that any PD data present within that window will be lost However this is not a cause of concern as the PD data located within that window was already masked due to high noise pulse Such techniques for noise elimination and data analysis will be investigated at a later stage of this project and will not be presented here 131 8 3 4 Data Compression Acquiring and storing raw PD data requires a significant amount of memory The file sizes of PD data acquired using the single channel system and the three channel monitoring system were studied to check the memory requirements for file storage The single channel system stores the reference signal and one phase data for one cycle in two individual files in the NI HWS file format The data sampling rate was 5 Ms s The combined memory required to store both these files was approximately 1 6 MB which is considered large enough for just one cycle of PD data The three channel monitoring system acquires the data with the same sampling frequency of 5 Ms s but the data was acquired on 4 channels i e 1 reference 3 PD phase data over
235. ysis e Conduct a detailed study of the workings of the existing system used by the company and identify areas of improvement e Design and develop a computer based on line data acquisition system capable of detecting and acquiring partial discharge signals utilising Rogowski coils as detection sensors This will include the design of signal conditioning hardware unit along with a suitable interface to a data acquisition card e Develop a platform to enable the application of modern digital signal processing techniques for the analysis of partial discharge data acquired from rotating machines The existing partial discharge detection system used by D amp M called the StatorMONITOR has been successfully deployed in the north sea oil and gas sector for more than 2 decades However certain drawbacks that have now become apparent will need some consideration for improvement as a part of this project e The design is based on the hardware components that were available 20 years ago Although some design modifications have been carried out since then it has now come to a stage where many of the design components have become obsolete making it difficult to manufacture more units A new design with modern components is essential for sustaining the business demands of the company 15 The existing system is quite bulky as a portable unit weighing around 12 Kilos including the protective casing There is a potential for a new modern des

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