Fuzzy-Neural Networks (FNNs) algorithm for partial discharge pattern recognition

2008 International Conference on High Voltage Engineering and Application, ICHVE 2008

Volumn , Issue , 2008, Pages 621-625

  Kim, Jeong Tae ^a   Choi, Won ^a   Oh, Sung Kwun ^b   Park, Keon Jun ^b   Kim, Gil Sung ^b   Grzybowski, Stanislaw ^c  

^a Daejin University   (South Korea)

^b Suwon University   (South Korea)

^c MISSISSIPPI STATE UNIVERSITY   (United States)

Author keywords

Fuzzy neural network; Partial discharge; Particle swarm optimization; Pattern recognition; PRPDA

Indexed keywords

DEFECT MODEL; FUZZIFICATION; LEARNING RATES; LINGUISTIC ANALYSIS; MOMENTUM COEFFICIENT; PARTIAL DISCHARGE ANALYSIS; PARTIAL DISCHARGE PATTERN RECOGNITION; PATTERN RECOGNITION ALGORITHMS; POLYNOMIAL NETWORKS; PRPDA; RECOGNITION RATES;

CLASSIFIERS; EDUCATION; FUZZY INFERENCE; FUZZY NEURAL NETWORKS; LEARNING ALGORITHMS; LEARNING SYSTEMS; PARTIAL DISCHARGES; PATTERN RECOGNITION; VOLTAGE MEASUREMENT;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 67649528701     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICHVE.2008.4774012     Document Type: Conference Paper

References (7)

1. C. Mazzetti, F. M. Frattale Mascioli, F. Baldini, M. Panella, R. Risica, and R. Bartnikas, "Partial Discharge Pattern Recognition by Neuro-Fuzzy Networks in Heat-Shrinkable Joints and Terminations of XLPE Insulated Distribution Cables", IEEE Trans. on Power Delivery, Vol. 21, No. 3, pp.1035-1044, 2006
2. T. K. Abdel-Galil, R. M. Sharkawy, M. M. A. Salama and R. Bartnikas, "Partial Discharge Pulse Pattern Recognition using an Inductive Inference Algorithm", IEEE Transactions on Dielectrics and Electrical Insulation Vol. 12, No. 2, pp.320-327, 2005
3. M. M. A. Salama and R. Bartnikas, "Fuzzy logic applied to PD pattern classification", IEEE Trans. Dielectr. Electr. Insul., Vol. 7, No. 1, pp.118-123, 2000
4. J.T. Kim, W. Choi, S.K. Oh, K.J. Park, S. Grzybowski, "Partial Discharge Pattern Recognition Using Fuzzy-Neural Networks (FNNs) Algorithm", 2008 International Power Modulator Conference, Las Vegas, United States, 1P9, May 27-31, 2008
5. J. Park and J. Wsandberg, "Universal approximation using radial basis functions network", Neural Comput., vol. 3, pp. 246-257, 1991.
6. S.K. Oh, W. Pderycz, B.J. Park, "Self-organizing neurofuzzy networks in modeling software data", Fuzzy Sets and Systems, vol. 145, pp. 165-181, 2004.
7. J. Kennedy and R. Eberhart, "Particle swarm optimization", Proc. IEEE Int. Conf. Neural Networks, vol. 4, pp. 1942-1948, 1995.