Source classification of partial discharge for gas insulated substation using waveshape pattern recognition

IEEE Transactions on Dielectrics and Electrical Insulation

Volumn 12, Issue 2, 2005, Pages 374-386

  Chang, C ^a   Chang, C S ^a   Jin, J ^a   Hoshino, T ^b   Hanai, M ^b   Kobayashi, N ^b  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^b TOSHIBA CORPORATION   (Japan)

Author keywords

GIS; Pattern recognition; Time domain classifier; Waveshape analysis

Indexed keywords

GAS-INSULATED SUBSTATION (GIS); INTELLIGENT TECHNIQUES; TIME-DOMAIN CLASSIFIER; WAVESHAPE ANALYSIS;

CAPACITORS; DIELECTRIC PROPERTIES; ELECTRIC INSULATION; ELECTRIC POTENTIAL; FAST FOURIER TRANSFORMS; FEATURE EXTRACTION; FREQUENCY DOMAIN ANALYSIS; PATTERN RECOGNITION; TIME DOMAIN ANALYSIS; WAVELET TRANSFORMS;

PARTIAL DISCHARGES;

EID: 20744460067     PISSN: 10709878     EISSN: None     Source Type: Journal    
DOI: 10.1109/TDEI.2005.1430405     Document Type: Article

References (13)

1. 6 Gas Insulated Substations (GIS)", paper 23-101, general session of CIGRE, 1992.
2. "Fault Analysis in Gas-insulated Equipment", EPRI final report EL-2248, project 1360-1, 1982.
3. R. Baumgartner, B. Fruth, W. Lanz and K. Pettersson, "Partial Discharge - part IX: PD in Gas-insulated Substations - Fundamental Considerations", IEEE Electr. Insul. Magazine, Vol. 7, No. 6, pp. 5-13, 1997.
4. T. Sakakibara, H. Murase, E. Haginomori, S. Wakabayashi, E. Emoto and A. Ogawa, "Study of Propagation Phenomena of Partial Discharge Pulses in Gas Insulated Substation", IEEE Trans. Power Del., Vol. 13, pp. 768-776, 1998.
5. S. Meijer, A. Bovis, E. Gulski, J. J. Smit and A. Girodet, "Analysis of the Sensitivity of the UHF PD Measuring Technique", IEEE Intern. Sympos. Electr. Insula., (ISEI), pp. 395-399, 2000.
6. R. Kurrer and K. Feser, "The Application of Ultra-high-frequency Partial Discharge Measurements to Gas-insulated Substations", IEEE Trans. Power Delivery, Vol. 13, pp. 777-782, 1998.
7. T. Irwin, J. Lopez-Roldan and C. Charlson, "Partial Discharge Detection of Free Moving Particles in GIS by the UHF Method: Recognition Pattern Depending on the Particle Movement and Location", IEEE Power Engineering Society Winter Meeting, Vol. 3, pp. 2135-2140, 2000.
8. M. D. Judd, O. Farish, J. S. Pearson and B. F. Hampton, "Dielectric Windows for UHF Partial Discharge Detection", IEEE Trans. Dielec. Electr. Insul., Vol. 8, pp. 953-958, 2001.
9. M. D. Judd and O. Farish, "Transfer Functions for UHF Partial Discharge Signals in GIS", Eleventh International Symposium on High Voltage Engineering (Conf. Publ. No. 467), Vol. 5, pp. 74-77, 1999.
10. J. T. Tou and R. C. Gonzalez, Pattern Recognition Principle, Addison-Wesley Publishing, 1974.
11. R. D. Jones, C. W. Barnes, Y. C. Lee and W. C. Mead, "Information Theoretic Derivation of Network Architecture and Learning Algorithms", Neural Networks, IJCNN-91-Seattle International Joint Conference, Vol. 2, pp. 473-478, 1991.
12. H. Kwakernaak, R. Sivan; R. C. W. Strijbos, Modern Signals and Systems, Prentice Hall, Englewood Cliffs, New Jersey, USA, 1991.
13. L. Satish and B. Nazneen, "Wavelet-based Denoising of Partial Discharge Signals Buried in Excessive Noise and Interference", IEEE Trans. Dielec. Electr. Insul., Vol. 10, pp. 354-367, 2003.