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Volumn 12, Issue 2, 2005, Pages 248-264

Trends in partial discharge pattern classification: A survey

Author keywords

Partial discharge; Pattern classification; PD detector; PD pulse

Indexed keywords

CHARGE TRANSFER; DATA REDUCTION; ELECTRIC CABLES; ELECTRIC INSULATION; ELECTRIC POTENTIAL; ELECTRIC POWER SYSTEMS; PATTERN RECOGNITION;

EID: 20744436230     PISSN: 10709878     EISSN: None     Source Type: Journal    
DOI: 10.1109/TDEI.2005.1430395     Document Type: Article
Times cited : (336)

References (66)
  • 2
    • 0036817485 scopus 로고    scopus 로고
    • Partial discharges: Their mechanism, detection and measurement
    • R. Bartnikas, "Partial Discharges: their Mechanism, Detection and Measurement", IEEE Trans. Dielectr. Electr. Insul., Vol. 9, pp. 763-808, 2002.
    • (2002) IEEE Trans. Dielectr. Electr. Insul. , vol.9 , pp. 763-808
    • Bartnikas, R.1
  • 3
    • 0015604717 scopus 로고
    • Note on multichannel corona pulse-height analysis
    • R. Bartnikas, "Note on Multichannel Corona Pulse-height Analysis", IEEE Trans. Electr. Insul., Vol. 8, pp. 2-5, 1973.
    • (1973) IEEE Trans. Electr. Insul. , vol.8 , pp. 2-5
    • Bartnikas, R.1
  • 4
    • 3743071286 scopus 로고
    • The functional testing of HV generator stator insulation
    • Paper 15-03, Paris
    • A. Kelen, "The Functional Testing of HV Generator Stator Insulation", Proc. CIGRE, Paper 15-03, Paris, 1976.
    • (1976) Proc. CIGRE
    • Kelen, A.1
  • 5
    • 0012084882 scopus 로고
    • Coronal frequency analysis in artificial cavities in epoxy resins
    • NAS/NRC, Washington, D.C.
    • I. C. Bapt, Bui Ai, and C. Mayoux, "Coronal Frequency Analysis in Artificial Cavities in Epoxy Resins", Conf. Electr. Insul. Dielectr. Phenomena, NAS/NRC, Washington, D.C., pp. 282-288, 1974.
    • (1974) Conf. Electr. Insul. Dielectr. Phenomena , pp. 282-288
    • Bapt, I.C.1    Ai, B.2    Mayoux, C.3
  • 6
    • 0027882306 scopus 로고
    • PD pattern recognition with neural networks using the multilayer perceptron technique
    • A. A. Mazroua, M. M. A. Salama and R. Bartnikas, "PD Pattern Recognition with Neural Networks Using the Multilayer Perceptron Technique", IEEE Trans. Electr. Insul., Vol. 28, pp. 1082-1089, 1993.
    • (1993) IEEE Trans. Electr. Insul. , vol.28 , pp. 1082-1089
    • Mazroua, A.A.1    Salama, M.M.A.2    Bartnikas, R.3
  • 7
    • 0029352584 scopus 로고
    • Requirements of automated PD diagnosis systems for fault identification in noisy conditions
    • T. Hucker and H.-G. Kranz, "Requirements of Automated PD Diagnosis Systems for Fault Identification in Noisy Conditions", IEEE Trans. Dielectr. Electr. Insul., Vol. 2, pp. 544-556, 1995.
    • (1995) IEEE Trans. Dielectr. Electr. Insul. , vol.2 , pp. 544-556
    • Hucker, T.1    Kranz, H.-G.2
  • 8
    • 0027809841 scopus 로고
    • Diagnosis of partial discharge signals using neural networks and minimum distance classification
    • H.-G. Kranz, "Diagnosis of Partial Discharge Signals Using Neural Networks and Minimum Distance Classification", IEEE Trans. Electr. Insul., Vol. 28, pp. 1016-1024, 1993.
    • (1993) IEEE Trans. Electr. Insul. , vol.28 , pp. 1016-1024
    • Kranz, H.-G.1
  • 9
    • 0036506017 scopus 로고    scopus 로고
    • Determination of neural network topology for partial discharge pulse pattern recognition
    • M. M. A. Salama and R. Bartnikas, "Determination of Neural Network Topology for Partial Discharge Pulse Pattern Recognition", IEEE Trans. Neural Networks, Vol. 13, pp. 446-456, 2002.
    • (2002) IEEE Trans. Neural Networks , vol.13 , pp. 446-456
    • Salama, M.M.A.1    Bartnikas, R.2
  • 10
    • 0029388084 scopus 로고
    • Automated recognition of partial discharges
    • A. Krivda, "Automated Recognition of Partial Discharges", IEEE Trans. Dielectr. Electr. Insul., Vol. 2, pp. 796-821, 1995.
    • (1995) IEEE Trans. Dielectr. Electr. Insul. , vol.2 , pp. 796-821
    • Krivda, A.1
  • 12
    • 0033351571 scopus 로고    scopus 로고
    • Continuous online PD monitoring of generator stator windings
    • B. A. Lloyd, S. R. Campbell and G. C. Stone, "Continuous online PD Monitoring of Generator Stator Windings", IEEE Trans. Energy Conversion, Vol. 14, pp. 1131-1138, 1999.
    • (1999) IEEE Trans. Energy Conversion , vol.14 , pp. 1131-1138
    • Lloyd, B.A.1    Campbell, S.R.2    Stone, G.C.3
  • 13
    • 0027808474 scopus 로고
    • Neural networks as a tool for recognition of partial discharges
    • E. Gulski and A. Krivda, "Neural Networks as a Tool for Recognition of Partial Discharges", IEEE Trans. Electr. Insul., Vol. 28, pp. 984-1001, 1993.
    • (1993) IEEE Trans. Electr. Insul. , vol.28 , pp. 984-1001
    • Gulski, E.1    Krivda, A.2
  • 14
    • 0029389655 scopus 로고
    • Development of computer-based measurements and their application to PD pattern analysis
    • R. E. James and B. T. Phung, " Development of Computer-based Measurements and their Application to PD Pattern Analysis", IEEE Trans. Dielectr. Electr. Insul., Vol. 2, pp. 838-856, 1995.
    • (1995) IEEE Trans. Dielectr. Electr. Insul. , vol.2 , pp. 838-856
    • James, R.E.1    Phung, B.T.2
  • 15
    • 0033908483 scopus 로고    scopus 로고
    • Partial discharge classification using principal component transformation
    • M. K. A. Rahman, R. Arora and S. C. Srivastava, "Partial Discharge Classification Using Principal Component Transformation", IEE Proc., Part A, Vol., 147, pp. 7-13, 2000.
    • (2000) IEE Proc., Part A , vol.147 , pp. 7-13
    • Rahman, M.K.A.1    Arora, R.2    Srivastava, S.C.3
  • 16
    • 0033907320 scopus 로고    scopus 로고
    • Wavelet analysis for classification of multi-source PD patterns
    • E. M. Lalitha and L. Satish, "Wavelet Analysis for Classification of Multi-source PD Patterns", IEEE Trans. Dielectr. Electr. Insul., Vol. 7, pp. 40-47, 2000.
    • (2000) IEEE Trans. Dielectr. Electr. Insul. , vol.7 , pp. 40-47
    • Lalitha, E.M.1    Satish, L.2
  • 17
    • 0029209316 scopus 로고
    • Discharge pattern recognition in high voltage equipment
    • E. Gulski, "Discharge Pattern Recognition in High Voltage Equipment", IEE Proc.: Sci., Meas. Technol., Vol. 142, pp. 51-61, 1995.
    • (1995) IEE Proc.: Sci., Meas. Technol. , vol.142 , pp. 51-61
    • Gulski, E.1
  • 18
    • 0014638311 scopus 로고
    • A simple pulse height analyzer for PD rate measurements
    • R. Bartnikas and J. Levi, "A Simple Pulse Height Analyzer for PD Rate Measurements," IEEE Trans. Instrum. Meas., Vol. 18, pp. 341-345, 1969.
    • (1969) IEEE Trans. Instrum. Meas. , vol.18 , pp. 341-345
    • Bartnikas, R.1    Levi, J.2
  • 19
    • 0015724618 scopus 로고
    • Use of multi-channel analyzer for corona pulse-height distribution measurements in cables and other electrical apparatus
    • R. Bartnikas, "Use of Multi-channel Analyzer for Corona Pulse-height Distribution Measurements in Cables and Other Electrical Apparatus", IEEE Trans. Instrum. Meas., Vol. 22, pp. 403-407, 1973.
    • (1973) IEEE Trans. Instrum. Meas. , vol.22 , pp. 403-407
    • Bartnikas, R.1
  • 20
    • 0029234875 scopus 로고
    • An approach to partial discharge investigation by height distribution analysis
    • M. Cacciari, A. Contin, G. Rabach and G. C. Montanari, "An Approach to Partial Discharge Investigation by Height Distribution Analysis", IEE Proc.: Sci., Meas. Technol., Vol. 142, pp. 102-108, 1995.
    • (1995) IEE Proc.: Sci., Meas. Technol. , vol.142 , pp. 102-108
    • Cacciari, M.1    Contin, A.2    Rabach, G.3    Montanari, G.C.4
  • 21
    • 0028742511 scopus 로고
    • Discrimination between PD pulse shapes using different neural network paradigms
    • A. A. Mazroua, R. Bartnikas, and M. M. A. Salama, "Discrimination Between PD Pulse Shapes Using Different Neural Network Paradigms", IEEE Trans. Dielectr. Electr. Insul., Vol. 1, No. 6, pp. 1119-1131, 1994.
    • (1994) IEEE Trans. Dielectr. Electr. Insul. , vol.1 , Issue.6 , pp. 1119-1131
    • Mazroua, A.A.1    Bartnikas, R.2    Salama, M.M.A.3
  • 22
    • 0033871014 scopus 로고    scopus 로고
    • PD recognition by means of statistical and fractal parameters and a neural network
    • R. Candela, G. Mirelli and R. Schifani, "PD Recognition by Means of Statistical and Fractal Parameters and a Neural Network", IEEE Trans. Dielectr. Electr. Insul., Vol. 7, pp. 87-94, 2000.
    • (2000) IEEE Trans. Dielectr. Electr. Insul. , vol.7 , pp. 87-94
    • Candela, R.1    Mirelli, G.2    Schifani, R.3
  • 23
    • 0029516030 scopus 로고
    • Use of a mixed weibull distribution for the identification of PD phenomena
    • M. Cacciari, A. Contin and G. C. Montanari, "Use of a Mixed Weibull Distribution for the Identification of PD Phenomena", IEEE Trans. Dielectr. Electr. Insul., Vol. 2, pp. 1166-1179, 1995.
    • (1995) IEEE Trans. Dielectr. Electr. Insul. , vol.2 , pp. 1166-1179
    • Cacciari, M.1    Contin, A.2    Montanari, G.C.3
  • 24
    • 0004251816 scopus 로고
    • Engineering dielectrics
    • STP 926, ASTM, Philadelphia
    • R. Bartnikas, Editor, Engineering Dielectrics, Vol. IIB, Measurement Techniques, STP 926, ASTM, Philadelphia, 1987.
    • (1987) Measurement Techniques , vol.IIB
    • Bartnikas, R.1
  • 26
    • 0029185063 scopus 로고
    • Neural network system using the multi-layer perceptron technique for the recognition of PD pulse shapes due to cavities and electrical trees
    • A. A. Mazroua, R. Bartnikas and M. M. A. Salama, "Neural Network System Using the Multi-layer Perceptron Technique for the Recognition of PD Pulse Shapes due to Cavities and Electrical Trees", IEEE Trans. Power Del., Vol. 10, pp. 92-96, 1995.
    • (1995) IEEE Trans. Power Del. , vol.10 , pp. 92-96
    • Mazroua, A.A.1    Bartnikas, R.2    Salama, M.M.A.3
  • 27
    • 0031070314 scopus 로고    scopus 로고
    • PD source identification with novel discharge parameters using counterpropagation neural networks
    • M. Hoof, B. Freisleben and R. Patsch, "PD Source Identification with Novel Discharge Parameters Using Counterpropagation Neural Networks", IEEE Trans. Dielectr. Electr. Insul., Vol. 4, pp. 17-32, 1997.
    • (1997) IEEE Trans. Dielectr. Electr. Insul. , vol.4 , pp. 17-32
    • Hoof, M.1    Freisleben, B.2    Patsch, R.3
  • 28
    • 0027885738 scopus 로고
    • Importance of unraveling memory propagation effects in interpreting data on partial discharge statistics
    • R. J. Van Brunt, E. W. Cernyar and P. Von Glahn, "Importance of Unraveling Memory Propagation Effects in Interpreting Data on Partial Discharge Statistics", IEEE Trans. Dielectr. Electr. Insul., Vol. 28, pp. 905-916, 1993.
    • (1993) IEEE Trans. Dielectr. Electr. Insul. , vol.28 , pp. 905-916
    • Van Brunt, R.J.1    Cernyar, E.W.2    Von Glahn, P.3
  • 34
    • 0032181446 scopus 로고    scopus 로고
    • A tutorial on wavelets from an electrical engineering perspective, part 1: Discrete wavelet techniques
    • T. K. Sarkar, C. Su, R. Adve, M. Salazar-Palma, L. Garcia-Castillo and R. R. Boix, "A Tutorial on Wavelets from an Electrical Engineering Perspective, Part 1: Discrete Wavelet Techniques", IEEE Antennas and Propag. Mag., Vol. 40, No. 5, pp. 49-70, 1998.
    • (1998) IEEE Antennas and Propag. Mag. , vol.40 , Issue.5 , pp. 49-70
    • Sarkar, T.K.1    Su, C.2    Adve, R.3    Salazar-Palma, M.4    Garcia-Castillo, L.5    Boix, R.R.6
  • 35
    • 0033340631 scopus 로고    scopus 로고
    • Classification of partial discharge electrical signals using wavelet transforms
    • Nara, Japan
    • J.-K. Jang, S.-H. Kim, Y.-S. Lee and J.-H. Kim, "Classification of Partial Discharge Electrical Signals Using Wavelet Transforms", IEEE 13th Intern. Conf. Dielectr. Liquids, Nara, Japan, pp. 552-555, 1999.
    • (1999) IEEE 13th Intern. Conf. Dielectr. Liquids , pp. 552-555
    • Jang, J.-K.1    Kim, S.-H.2    Lee, Y.-S.3    Kim, J.-H.4
  • 37
    • 0029324920 scopus 로고
    • Can fractal features be used for recognizing 3-D partial discharge patterns?
    • L. Satish and W. S. Zaengl, "Can Fractal Features be Used for Recognizing 3-D Partial Discharge Patterns?", IEEE Trans. Dielectr. Electr. Insul., Vol. 2, pp. 352-359, 1995.
    • (1995) IEEE Trans. Dielectr. Electr. Insul. , vol.2 , pp. 352-359
    • Satish, L.1    Zaengl, W.S.2
  • 39
    • 0032136705 scopus 로고    scopus 로고
    • Fractal image compression for classification of PD sources
    • E. M. Lalitha and L. Satish, "Fractal Image Compression for Classification of PD Sources", IEEE Trans. Dielectr. Electr. Insul., Vol. 5, pp. 550-557, 1998.
    • (1998) IEEE Trans. Dielectr. Electr. Insul. , vol.5 , pp. 550-557
    • Lalitha, E.M.1    Satish, L.2
  • 49
    • 0033741077 scopus 로고    scopus 로고
    • Application of genetic algorithms to pattern recognition of defects in GIS
    • W. Ziomek, M. Reformat and E. Kuffel, "Application of Genetic Algorithms to Pattern Recognition of Defects in GIS", IEEE Trans. Dielectr. Electr. Insul., Vol. 7, pp. 161-168, 2000.
    • (2000) IEEE Trans. Dielectr. Electr. Insul. , vol.7 , pp. 161-168
    • Ziomek, W.1    Reformat, M.2    Kuffel, E.3
  • 53
    • 0001922283 scopus 로고
    • Neural network training tips and techniques
    • M. Caudill, "Neural Network Training Tips and Techniques", Artificial Intelligence Expert, pp. 56-61, 1991.
    • (1991) Artificial Intelligence Expert , pp. 56-61
    • Caudill, M.1
  • 54
    • 0025488663 scopus 로고
    • 30 Years of adaptive neural networks: Perceptron, madaline and backpropagation
    • B. Widrow and M. A. Lehr, "30 years of Adaptive Neural Networks: Perceptron, Madaline and Backpropagation", IEEE Proc., Vol. 78, pp. 1415-1442, 1990.
    • (1990) IEEE Proc. , vol.78 , pp. 1415-1442
    • Widrow, B.1    Lehr, M.A.2
  • 55
    • 0000056642 scopus 로고
    • Partial discharge pattern classification using multilayer neural networks
    • L. Satish and B. I. Gururaj, "Partial Discharge Pattern Classification Using Multilayer Neural Networks," IEE Proc.: Sci., Meas. Technol., Vol. 140, pp. 323-329, 1993.
    • (1993) IEE Proc.: Sci., Meas. Technol. , vol.140 , pp. 323-329
    • Satish, L.1    Gururaj, B.I.2
  • 56
    • 0025489075 scopus 로고
    • The self-organizing map
    • T. Kohonen, "The Self-organizing Map", IEEE Proc., Vol. 78, pp. 1464-1480, 1990.
    • (1990) IEEE Proc. , vol.78 , pp. 1464-1480
    • Kohonen, T.1
  • 58
    • 0023515080 scopus 로고
    • Counterpropagation networks
    • R. Hecht-Nielsen, "Counterpropagation Networks", Applied Optics, Vol. 26, pp. 4979-4984, 1987.
    • (1987) Applied Optics , vol.26 , pp. 4979-4984
    • Hecht-Nielsen, R.1
  • 59
    • 0023834037 scopus 로고
    • Application of counterpropagation networks
    • R. Hecht-Nielsen, "Application of Counterpropagation Networks", Neural Networks, Vol. 1, pp. 131-139, 1988.
    • (1988) Neural Networks , vol.1 , pp. 131-139
    • Hecht-Nielsen, R.1
  • 60
    • 0008929555 scopus 로고
    • Embedding fields: A theory of learning with physiological implications
    • S. Grossberg, "Embedding Fields: a Theory of Learning with Physiological Implications," J. Mathematical Psychology, Vol. 6, pp. 209-239, 1969.
    • (1969) J. Mathematical Psychology , vol.6 , pp. 209-239
    • Grossberg, S.1
  • 61
    • 0030126896 scopus 로고    scopus 로고
    • PD classification by a modular neural network based on task decomposition
    • T. Hong, M. T. C. Fang and D. Hilder, "PD Classification by a Modular Neural Network Based on Task Decomposition", IEEE Trans. Dielectr. Electr. Insul., Vol. 3, pp. 207-212, 1996.
    • (1996) IEEE Trans. Dielectr. Electr. Insul. , vol.3 , pp. 207-212
    • Hong, T.1    Fang, M.T.C.2    Hilder, D.3
  • 62
    • 0029183827 scopus 로고
    • Efficient classification for multiclass problems using modular neural networks
    • R. Anand, K. Mehrotra, C. K. Mohan and S. Ranka, "Efficient Classification for Multiclass Problems Using Modular Neural Networks", IEEE Trans. Neural Networks, Vol. 6, pp. 117-124, 1995.
    • (1995) IEEE Trans. Neural Networks , vol.6 , pp. 117-124
    • Anand, R.1    Mehrotra, K.2    Mohan, C.K.3    Ranka, S.4
  • 65
    • 0026818771 scopus 로고
    • Computer-aided recognition of discharge sources
    • E. Gulski and F. H. Kreuger, "Computer-aided Recognition of Discharge Sources", IEEE Trans. Electr. Insul., Vol. 27, pp. 82-92, 1992.
    • (1992) IEEE Trans. Electr. Insul. , vol.27 , pp. 82-92
    • Gulski, E.1    Kreuger, F.H.2
  • 66
    • 0027576990 scopus 로고
    • Use of Hidden Markov models for partial discharge pattern classification
    • L. Satish and B. I. Gururaj, "Use of Hidden Markov Models for Partial Discharge Pattern Classification", IEEE Trans. Electr. Insul., Vol. 28, pp. 172-182, 1993.
    • (1993) IEEE Trans. Electr. Insul. , vol.28 , pp. 172-182
    • Satish, L.1    Gururaj, B.I.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.