Detection of Power Transformer Winding Deformation Using Improved FRA Based on Binary Morphology and Extreme Point Variation

IEEE Transactions on Industrial Electronics

Volumn 65, Issue 4, 2018, Pages 3509-3519

  Zhao, Zhongyong ^a,b   Yao, Chenguo ^a   Li, Chengxiang ^a   Islam, Syed ^c  

^a CHONGQING UNIVERSITY   (China)

^b SOUTHWEST UNIVERSITY   (China)

^c CURTIN UNIVERSITY   (Australia)

Author keywords

Binary morphology; extreme point; frequency response analysis (FRA); ternary diagram; transformer; winding deformation

Indexed keywords

BINARY IMAGES; BINS; CLUSTER ANALYSIS; DEFORMATION; ELECTRIC WINDINGS; FAULT DETECTION; FREQUENCY BANDS; FREQUENCY RESPONSE; MORPHOLOGY; OIL FILLED TRANSFORMERS; TRANSFORMER WINDINGS; WINDING;

BINARY MORPHOLOGY; CIRCUIT FAULTS; EXTREME POINTS; FREQUENCY RESPONSE ANALYSIS; OIL INSULATIONS; POWER TRANSFORMER INSULATION; TERNARY DIAGRAMS; TRANSFORMER; WINDING DEFORMATIONS;

POWER TRANSFORMERS;

EID: 85030260368     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2017.2752135     Document Type: Article

References (40)

1. E. I. Amoiralis, M. A. Tsili, and A. G. Kladas, "Power transformer economic evaluation in decentralized electricity markets, " IEEE Trans. Ind. Electron., vol. 59, no. 5, pp. 2329-2341, May 2012.
2. M. Bagheri, M. S. Naderi, T. Blackburn, and T. Phung, "Frequency response analysis and short-circuit impedance measurement in detection of winding deformation within power transformers, " IEEE Electr. Insul. Mag., vol. 29, no. 3, pp. 33-40, May/Jun. 2013.
3. H. M. Ahn, Y. H. Oh, J. K. Kim, J. S. Song, and S. C. Hahn, "Experimental verification and finite element analysis of short-circuit electromagnetic force for dry-type transformer, " IEEE Trans. Magn., vol. 48, no. 2, pp. 819-822, Feb. 2012.
4. Z. Y. Zhao, C. G. Yao, X. Z. Zhao, N. Hashemnia, and S. Islam, "Impact of capacitive coupling circuit on online impulse frequency response of a power transformer, " IEEE Trans. Dielectr. Electr. Insul., vol. 23, no. 3, pp. 1285-1293, Jun. 2016.
5. A. A. Siada, N. Hashemnia, S. Islam, and M. A. S. Masoum, "Understanding power transformer frequency response analysis signatures, " IEEE Electr. Insul. Mag., vol. 29, no. 3, pp. 48-56, May/Jun. 2013.
6. V. Behjat, A. Vahedi, A. Setayeshmehr, H. Borsi, and E. Gockenbach, "Sweep frequency response analysis for diagnosis of lowlevel short circuit faults on the windings of power transformers: An experimental study, " Int. J. Electr. Power Energy Syst., vol. 42, no. 1, pp. 78-90, 2012.
7. E. G. Luna, G. A. Mayor, C. G. Garcia, and J. P. Guerra, "Current status and future trends in frequency-response analysiswith a transformer in service, " IEEE Trans. Power Del., vol. 28, no. 2, pp. 1024-1031, Apr. 2013.
8. A. Abu-Siada and S. Islam, "A new approach to identify power transformer criticality and asset management decision based on dissolved gas-in-oil analysis, " IEEE Trans. Dielectr. Electr. Insul., vol. 19, no. 3, pp. 1007-1012, Jun. 2012.
9. A. A. Siada and S. Islam, "A novel online technique to detect power transformer winding faults, " IEEE Trans. Power Del., vol. 27, no. 2, pp. 849-857, Apr. 2012.
10. E. Arri, A. Carta, F. Mocci, and M. Tosi, "Diagnosis of the state of power transformer windings by on-line measurement of stray reactance, " IEEE Trans. Instrum Meas., vol. 42, no. 2, pp. 372-378, Apr. 1993.
11. N. Q. Shu, C. Zhou, F. HU, Q. S. Liu, andL. W. Zheng, "Study on ultrasonic measurement device for transformer winding deformation, " in Proc. IEEE Int. Conf. Power Syst. Technol., Kunming, China, 2002, vol. 16, no. 13, pp. 1401-1404.
12. V. A. Lavrinovich andA. V. Mytnikov, "Development of pulsedmethod for diagnostics of transformer windings based on short probe impulse, " IEEE Trans. Dielectr. Electr. Insul., vol. 22, no. 4, pp. 2041-2045, Aug. 2015.
13. Z. Y. Zhao, C. G. Yao, N. Hashemnia, and S. Islam, "Determination of nanosecond pulse parameters on transfer function measurement for power transformer winding deformation, " IEEE Trans. Dielectr. Electr. Insul., vol. 23, no. 6, pp. 3761-3770, Dec. 2016.
14. W. H. Portilla, G. A. Mayor, J. P. Guerra, and C. G. Garcia, "Detection of transformer faults using frequency-response traces in the low-frequency bandwidth, " IEEE Trans. Ind. Electron., vol. 61, no. 9, pp. 4971-4978, Sep. 2014.
15. R. C. Duan and F. H. Wang, "Fault diagnosis of on-load tap-changer in converter transformer based on time-frequency vibration analysis, " IEEE Trans. Ind. Electron., vol. 63, no. 6, pp. 3815-3823, Jun. 2016.
16. C. G. Yao et al., "Transformer winding deformation diagnostic system using online high frequency signal injection by capacitive coupling, " IEEE Trans. Dielectr. Electr. Insul., vol. 21, no. 4, pp. 1486-1492, Aug. 2014.
17. V. Behjat, A. Vahedi, A. Setayeshmehr, H. Borsi, and E. Gockenbach, "Diagnosing shorted turns on the windings of power transformers based upon online fra using capacitive and inductive couplings, " IEEE Trans. Power Del., vol. 26, no. 4, pp. 2123-2133, Oct. 2011.
18. B. Garca, J. C. Burgos, and A. M. Alonso, "Winding deformations detection in power transformers by tank vibrations monitoring, " Electr. Power Syst. Res., vol. 74, no. 1, pp. 129-138, 2005.
19. S. Mortazavian, M. M. Shabestary, Y. A. Mohamed, and G. B. Gharehpetian, "Experimental studies on monitoring and metering of radial deformations on transformer hv winding using image processing and UWB transceivers, " IEEE Trans. Ind. Informat., vol. 11, no. 6, pp. 1334-1345, Dec. 2015.
20. H. Rahbarimagham, H. K. Porzani, M. S. A. Hejazi, M. S. Naderi, and G. B. Gharehpetian, "Determination of transformer winding radial deformation using UWB system and hyperboloid method, " IEEE Sensors J., vol. 15, no. 8, pp. 4194-4202, Aug. 2015.
21. M. Bagheri, M. S. Naderi, and T. Blackburn, "Advanced transformer winding deformation diagnosis: Moving from off-line to on-line, " IEEE Trans. Dielectr. Electr. Insul., vol. 19, no. 6, pp. 1860-1870, Dec. 2012.
22. Frequency Response Analysis on Winding Deformation of Power Transformers, People Republic of China, Electric Power Industry Standard, DL/T911-2004, ICS27. 100, F24, Document No. 15182-2005 (inChinese), 2005.
23. Measurement of Frequency Response, IEC Standard 60076-18, Ed. 1. 0, 2012-07, 2012.
24. G. A. Capolino and A. Cavagnino, "New trends in electrical machines technology-Part II, " IEEE Trans. Ind. Electron., vol. 61, no. 8, pp. 4931-4936, Sep. 2014.
25. A. Shintemirov, W. H. Tang, and Q. H. Wu, "Transformer core parameter identification using frequency response analysis, " IEEE Trans. Magn., vol. 46, no. 1, pp. 141-149, Jan. 2010.
26. A. D. Nardo, G. D. Capua, and N. Femia, "Transformer design for isolated switching converters based on geometric form factors of magnetic cores, " IEEE Trans. Ind. Electron., vol. 60, no. 6, pp. 2158-2166, Jun. 2013.
27. K. G. N. B. Abeywickrama, A. D. Podoltsev, Y. V. Serdyuk, and S. M. Gubanski, "Computation of parameters of power transformerwindings for use in frequency response analysis, " IEEE Trans. Magn., vol. 43, no. 5, pp. 1983-1990, May 2007.
28. A. J. Ghanizadeh and G. B. Gharehpetian, "ANN and cross-correlation based features for discrimination between electrical and mechanical defects and their localization in transformer winding, " IEEE Trans. Dielectr. Electr. Insul., vol. 21, no. 5, pp. 2374-2382, Oct. 2014.
29. J. C. G. Arispe and E. E. Mombello, "Detection of failures within transformers by FRA using multiresolution decomposition, " IEEE Trans. Power Del., vol. 29, no. 3, pp. 1127-1137, Jun. 2014.
30. W. H. Tang, A. Shintemirov, and Q. H. Wu, "Detection of minor winding deformation fault in high frequency range for power transformer, " in Proc. 2010 IEEE Power Energy Soc. Gen. Meet., 2010, pp. 1-6.
31. M. Wang, A. J. Vandermaar, and K. D. Srivastava, "Improved detection of power transformer winding movement by extending the FRA high frequency range, " IEEE Trans. Power Del., vol. 20, no. 3, pp. 1930-1938, Jul. 2005.
32. K. Ludwikowski, K. Siodla, and W. Ziomek, "Investigation of transformer model winding deformation using sweep frequency response analysis, " IEEE Trans. Dielectr. Electr. Insul., vol. 19, no. 6, pp. 1957-1961, Dec. 2012.
33. R. M. Haralick, S. R. Sternberg, and X. H. Zhang, "Image analysis using mathematical morphology, " IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-9, no. 4, pp. 532-550, Jul. 1987.
34. H. Hedberg, P. Dokladal, andV. Owall, "Binarymorphology with spatially variant structuring elements: Algorithm and architecture, " IEEE Trans. Image Process., vol. 18, no. 3, pp. 562-572, Mar. 2009.
35. Z. D. Wang, J. Li, and D. M. Sofian, "Interpretation of transformer fra responses-Part I: Influence of winding structure, " IEEE Trans. Power Del., vol. 24, no. 2, pp. 703-710, Apr. 2009.
36. E. Rahimpour, M. Jabbari, and S. Tenbohlen, "Mathematical comparison methods to assess transfer functions of transformers to detect different types of mechanical faults, " IEEE Trans. Power Del., vol. 25 no. 4, pp. 2544-2555, Oct. 2010.
37. M. H. Samimi and S. Tenbohlen, "FRA interpretation using numerical indices: State-of-the-art, " Int. J. Electr. Power Energy Syst., vol. 89, pp. 115-125, 2017.
38. E. Rahimpour, J. Christian, K. Feser, and H. Mohseni, "Transfer function method to diagnose axial displacement and radial deformation of transformer windings, " IEEE Trans. Power Del., vol. 18, no. 2, pp. 493-505, Apr. 2003.
39. Y. Xu, Y. P. Gong, Y. W. Liu, W. Y. Ma, Q. Zhao, andW. H. Wang, "Transformer winding frequency response data analysis with block frequency point method, " Autom. Electr. Power Syst., vol. 38, no. 6, pp. 91-97, 2014 (in Chinese).
40. J. G. Postaire, R. D. Zhang, and C. Lecocq-Botte, "Cluster analysis by binary morphology, " IEEE Trans. Pattern Anal. Mach. Intell., vol. 15, no. 2, pp. 170-180, Feb. 1993.