Identification of invalid time-delay-groups using discriminant and Jacobian-determinant in acoustic emission PD source localisation

IET Science, Measurement and Technology

Volumn 11, Issue 3, 2017, Pages 315-321

  Antony, Deepthi ^a   Punekar, Gururaj S ^a  

^a NATIONAL INSTITUTE OF TECHNOLOGY KARNATAKA   (India)

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC EMISSION TESTING; DIFFERENCE EQUATIONS; NEWTON-RAPHSON METHOD; PARTIAL DISCHARGES; TIMING CIRCUITS;

ACOUSTIC EMISSION TECHNIQUES; ACOUSTIC SIGNALS; JACOBIAN DETERMINANTS; MULTIPLE SENSORS; NEWTON'S METHODS; SIGNAL ARRIVAL TIME; SOURCE LOCALISATION; SPECIFIC VELOCITIES;

TIME DELAY;

EID: 85019255203     PISSN: 17518822     EISSN: None     Source Type: Journal    
DOI: 10.1049/iet-smt.2016.0362     Document Type: Article

References (30)

1. Stone, G.C.: 'Partial discharge. VII. Practical techniques for measuring PD in operating equipment', IEEE Electr. Insul. Mag., 1991, 7, (4), pp. 9-19, doi: 10.1109/57.87656
2. Transformers Committee: 'IEEE guide for the detection and location of acoustic emissions from partial discharges in oil-immersed power transformers and reactors'. IEEE Std. C57.127-2007 (Revision of IEEE Std. C57.127-2000), 2007, pp. C1-47, doi: 10.1109/IEEESTD.2007.4293265
3. Lundgaard, L.E.: 'Partial discharge. XIII. Acoustic partial discharge detection-fundamental considerations', IEEE Electr. Insul. Mag., 1992, 8, (4), pp. 25-31, doi: 10.1109/57.145095
4. Lundgaard, L.E.: 'Partial discharge. XIV. Acoustic partial discharge detection-practical application', IEEE Electr. Insul. Mag., 1992, 8, (5), pp. 34-43, doi: 10.1109/57.156943
5. Eleftherion, P.M.: 'Partial discharge. XXI. Acoustic emission based PD source location in transformers', IEEE Electr. Insul. Mag., 1995, 11, (6), pp. 22-26, doi: 10.1109/57.475905
6. Hooshmand, R.A., Parastegari, M., Yazdanpanah, M.: 'Simultaneous location of two partial discharge sources in power transformers based on acoustic emission using the modified binary partial swarm optimisation algorithm', IET Sci. Meas. Technol., 2013, 7, (2), pp. 119-127, doi: 10.1049/iet-smt.2012.0029
7. Chan, J.C., Ma, H., Saha, T.K.: 'Hybrid method on signal de-noising and representation for online partial discharge monitoring of power transformers at substations', IET Sci. Meas. Technol., 2015, 9, (7), pp. 890-899, doi: 10.1049/iet-smt.2014.0358
8. Bua-Nunez, I., Posada-Roman, J.E., Rubio-Serrano, J. et al.: 'Instrumentation system for location of partial discharges using acoustic detection with piezoelectric transducers and optical fiber sensors', IEEE Trans. Instrum. Meas., 2014, 63, (5), pp. 1002-1013, doi: 10.1109/TIM.2013.2286891
9. Mirzaei, H., Akbari, A., Gockenbach, E. et al.: 'Advancing new techniques for UHF PD detection and localization in the power transformers in the factory tests', IEEE Trans. Dielectr. Electr. Insul., 2015, 22, (1), pp. 448-455, doi: 10.1109/TDEI.2014.004249
10. Akbari, A., Werle, P., Akbari, M. et al.: 'Challenges in calibration of the measurement of partial discharges at ultrahigh frequencies in power transformers', IEEE Electr. Insul. Mag., 2016, 32, (2), pp. 27-34, doi: 10.1109/MEI.2016.7414228
11. Sinaga, H.H., Phung, B.T., Blackburn, T.R.: 'Partial discharge localization in transformers using UHF detection method', IEEE Trans. Dielectr. Electr. Insul., 2012, 19, (6), pp. 1891-1900, doi: 10.1109/TDEI.2012.6396945
12. Kraetge, A., Hoek, S., Koch, M. et al.: 'Robust measurement, monitoring and analysis of partial discharges in transformers and other HV apparatus', IEEE Trans. Dielectr. Electr. Insul., 2013, 20, (6), pp. 2043-2051, doi: 10.1109/TDEI.2013.6678852
13. Boczar, T., Cichon, A., Borucki, S.: 'Diagnostic expert system of transformer insulation systems using the acoustic emission method', IEEE Trans. Dielectr. Electr. Insul., 2014, 21, (2), pp. 854-865, doi: 10.1109/TDEI.2013.004126
14. Chen, H.-C.: 'Partial discharge identification system for high-voltage power transformers using fractal feature-based extension method', IET Sci. Meas. Technol., 2013, 7, (2), pp. 77-84, doi: 10.1049/iet-smt.2012.0078
15. Gu, F.-C., Chang, H.-C., Chen, F.-H. et al.: 'Application of the Hilbert-Huang transform with fractal feature enhancement on partial discharge recognition of power cable joints', IET Sci. Meas. Technol., 2012, 6, (6), pp. 440-448, doi: 10.1049/iet-smt.2011.0213
16. Wu, M., Cao, H., Cao, J. et al.: 'An overview of state-of-the-art partial discharge analysis techniques for condition monitoring', IEEE Electr. Insul. Mag., 2015, 31, (6), pp. 22-35, doi: 10.1109/MEI.2015.7303259
17. Rubio-Serrano, J., Rojas-Moreno, M.V., Posada, J. et al.: 'Electro-acoustic detection, identification and location of partial discharge sources in oil-paper insulation systems', IEEE Trans. Dielectr. Electr. Insul., 2012, 19, (5), pp. 1569-1578, doi: 10.1109/TDEI.2012.6311502
18. Boya, C., Ruiz-Llata, M., Posada, J. et al.: 'Identification of multiple partial discharge sources using acoustic emission technique and blind source separation', IEEE Trans. Dielectr. Electr. Insul., 2015, 22, (3), pp. 1663-1673, doi: 10.1109/TDEI.2015.7116363
19. Harbaji, M., Shaban, K., El-Hag, A.: 'Classification of common partial discharge types in oil-paper insulation system using acoustic signals', IEEE Trans. Dielectr. Electr. Insul., 2015, 22, (3), pp. 1674-1683, doi: 10.1109/TDEI.2015.7116364
20. Woon, W.L., El-Hag, A., Harbaji, M.: 'Machine learning techniques for robust classification of partial discharges in oil-paper insulation systems', IET Sci. Meas. Technol., 2016, 10, (3), pp. 221-227, doi: 10.1049/iet-smt.2015.0076
21. Lu, Y., Tan, X., Hu, X.: 'PD detection and localisation by acoustic measurements in an oil-filled transformer', IEE Proc., Sci. Meas. Technol., 2000, 147, (2), pp. 81-85, doi: 10.1049/ip-smt:20000223
22. Markalous, S., Tenbohlen, S., Feser, K.: 'Detection and location of partial discharges in power transformers using acoustic and electromagnetic signals', IEEE Trans. Dielectr. Electr. Insul., 2008, 15, (6), pp. 1576-1583, doi: 10.1109/TDEI.2008.4712660
23. Tang, J., Xie, Y.: 'Partial discharge location based on time difference of energy accumulation curve of multiple signals', IET Electr. Power Appl., 2011, 5, (1), pp. 175-180, doi: 10.1049/iet-epa.2010.0029
24. Kundu, P., Kishore, N.K., Sinha, A.K.: 'A non-iterative partial discharge source location method for transformers employing acoustic emission techniques', Appl. Acoust., 2009, 70, (11-12), pp. 1378-1383, doi: 10.1016/j.apacoust.2009.07.001
25. Harrold, R.T.: 'Acoustical technology applications in electrical insulation and dielectrics', IEEE Trans. Electr. Insul., 1985, EI-20, (1), pp. 3-19, doi: 10.1109/TEI.1985.348751
26. Howells, E., Norton, E.: 'Parameters affecting the velocity of sound in transformer oil', IEEE Trans. Power Appar. Syst., 1984, PAS-103, (5), pp. 1111-1115, doi: 10.1109/TPAS.1984.318719
27. Al-Masri, W.M.F., Abdel-Hafez, M.F., El-Hag, A.H.: 'A novel bias detection technique for partial discharge localization in oil insulation system', IEEE Trans. Instrum. Meas., 2016, 65, (2), pp. 448-457, doi: 10.1109/TIM.2015.2482259
28. Kincaid, D., Cheney, E.W.: 'Numerical analysis: mathematics of scientific computing' (Brooks/Cole, Pacific Grove, CA, USA, 1991)
29. Hirsch, M.W., Smale, S., Devaney, R.L. et al.: 'Differential equations, dynamical systems, and an introduction to chaos' (Academic Press, San Diego CA, USA, 2004, 2nd edn.)
30. Padovan, J., Arechaga, T.: 'Formal convergence characteristics of elliptically constrained incremental Newton-Raphson algorithms', Int. J. Eng. Sci., 1982, 20, (10), pp. 1077-1097, doi: 10.1016/0020-7225(82)90091-X