Partial discharge pattern classification using multilayer neural networks

IEE Proceedings A Science Measurement and Technology ◽

10.1049/ip-a-3.1993.0049 ◽

1993 ◽

Vol 140 (4) ◽

pp. 323 ◽

Author(s):

L. Satish ◽

B.I. Gururaj

Keyword(s):

Neural Networks ◽

Pattern Classification ◽

Partial Discharge ◽

Discharge Pattern ◽

Multilayer Neural Networks

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Design and Application of Radial Basis Function Neural Networks Pattern Classifier with Feature Selection Technique Based on Random Forest for Partial Discharge Pattern Classification

Journal of Korean institute of intelligent systems ◽

10.5391/jkiis.2021.31.6.526 ◽

2021 ◽

Vol 31 (6) ◽

pp. 526-532

Author(s):

Seok-Beom Roh ◽

Sung—Kwun Oh ◽

Young-Eil Kim

Keyword(s):

Neural Networks ◽

Feature Selection ◽

Random Forest ◽

Radial Basis Function ◽

Pattern Classification ◽

Basis Function ◽

Partial Discharge ◽

Discharge Pattern ◽

Feature Selection Technique ◽

Selection Technique

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A Study on Three Phase Partial Discharge Pattern Classification with the Aid of Optimized Polynomial Radial Basis Function Neural Networks

The Transactions of The Korean Institute of Electrical Engineers ◽

10.5370/kiee.2013.62.4.544 ◽

2013 ◽

Vol 62 (4) ◽

pp. 544-553

Author(s):

Sung-Kwun Oh ◽

Hyun-Ki Kim ◽

Jung-Tae Kim

Keyword(s):

Neural Networks ◽

Radial Basis Function ◽

Pattern Classification ◽

Basis Function ◽

Partial Discharge ◽

Discharge Pattern ◽

Three Phase ◽

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Partial discharge pattern classification using fuzzy expert system

Proceedings of the 2004 IEEE International Conference on Solid Dielectrics, 2004. ICSD 2004. ◽

10.1109/icsd.2004.1350515 ◽

2004 ◽

Author(s):

S. Gopal ◽

B. Karthikeyan ◽

D. Kavitha

Keyword(s):

Expert System ◽

Pattern Classification ◽

Partial Discharge ◽

Discharge Pattern ◽

Fuzzy Expert System

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An overview of application of artificial neural network to partial discharge pattern classification

Proceedings of 5th International Conference on Properties and Applications of Dielectric Materials ◽

10.1109/icpadm.1997.617594 ◽

2002 ◽

Author(s):

Kyu-Bock Cho ◽

Joo-Young Oh

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Pattern Classification ◽

Partial Discharge ◽

Discharge Pattern ◽

Artificial Neural

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Partial discharge pattern classification using composite versions of probabilistic neural network inference engine

Expert Systems with Applications ◽

10.1016/j.eswa.2007.02.005 ◽

2008 ◽

Vol 34 (3) ◽

pp. 1938-1947 ◽

Author(s):

B. Karthikeyan ◽

S. Gopal ◽

S. Venkatesh

Keyword(s):

Neural Network ◽

Pattern Classification ◽

Network Inference ◽

Probabilistic Neural Network ◽

Partial Discharge ◽

Inference Engine ◽

Discharge Pattern

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GNC-network: a new tool for partial discharge pattern classification

Proceedings: Electrical Insulation Conference and Electrical Manufacturing and Coil Winding Conference (Cat. No.99CH37035) ◽

10.1109/eeic.1999.826263 ◽

2003 ◽

Author(s):

M. Hoof ◽

R. Patsch ◽

B. Freisleben

Keyword(s):

Pattern Classification ◽

Partial Discharge ◽

Discharge Pattern

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Use of hidden Markov models for partial discharge pattern classification

IEEE Transactions on Electrical Insulation ◽

10.1109/14.212242 ◽

1993 ◽

Vol 28 (2) ◽

pp. 172-182 ◽

Author(s):

L. Satish ◽

B.I. Gururaj

Keyword(s):

Hidden Markov Models ◽

Pattern Classification ◽

Markov Models ◽

Hidden Markov ◽

Partial Discharge ◽

Discharge Pattern

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Bayesian neural network and discrete wavelet transform for partial discharge pattern classification in high voltage equipment

2013 IEEE Power & Energy Society General Meeting ◽

10.1109/pesmg.2013.6672075 ◽

2013 ◽

Author(s):

Hui Ma ◽

Jeffery C. Chan ◽

Tapan K. Saha

Keyword(s):

Neural Network ◽

Wavelet Transform ◽

Discrete Wavelet Transform ◽

Pattern Classification ◽

High Voltage ◽

Partial Discharge ◽

Discharge Pattern ◽

Discrete Wavelet ◽

Bayesian Neural Network

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Partial Discharge Pattern Classification Using the Fuzzy Decision Tree Approach

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2005.858143 ◽

2005 ◽

Vol 54 (6) ◽

pp. 2258-2263 ◽

Author(s):

T.K. Abdel-Galil ◽

R.M. Sharkawy ◽

M.M.A. Salama ◽

R. Bartnikas

Keyword(s):

Decision Tree ◽

Pattern Classification ◽

Partial Discharge ◽

Discharge Pattern ◽

Fuzzy Decision ◽

Fuzzy Decision Tree ◽

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Partial Discharge Pattern Recognition Using Fuzzy-Neural Networks (FNNs) Algorithm

2008 IEEE International Power Modulators and High-Voltage Conference ◽

10.1109/ipmc.2008.4743634 ◽

2008 ◽

Author(s):

Jeong-Tae Kim ◽

Won Choi ◽

Sung-Kwun Oh ◽

Keon-Jun Park ◽

Stanislaw Grzybowski

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Partial Discharge ◽

Fuzzy Neural Networks ◽

Discharge Pattern ◽

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