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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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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Robust Heteroscedastic Probabilistic Neural Network for multiple source partial discharge pattern recognition – Significance of outliers on classification capability

Expert Systems with Applications ◽

10.1016/j.eswa.2011.03.026 ◽

2011 ◽

Vol 38 (9) ◽

pp. 11501-11514 ◽

Author(s):

S. Venkatesh ◽

S. Gopal

Keyword(s):

Neural Network ◽

Pattern Recognition ◽

Probabilistic Neural Network ◽

Partial Discharge ◽

Multiple Source ◽

Discharge Pattern ◽

Classification Capability

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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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Orthogonal least square center selection technique – A robust scheme for multiple source Partial Discharge pattern recognition using Radial Basis Probabilistic Neural Network

Expert Systems with Applications ◽

10.1016/j.eswa.2011.01.115 ◽

2011 ◽

Vol 38 (7) ◽

pp. 8978-8989 ◽

Author(s):

S. Venkatesh ◽

S. Gopal

Keyword(s):

Neural Network ◽

Pattern Recognition ◽

Probabilistic Neural Network ◽

Partial Discharge ◽

Multiple Source ◽

Least Square ◽

Discharge Pattern ◽

Selection Technique ◽

Radial Basis ◽

Orthogonal Least Square

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Partial Discharge Pattern Recognition for Underground Cable Joints Using Convolutional Neural Network

2020 International Conference on Pervasive Artificial Intelligence (ICPAI) ◽

10.1109/icpai51961.2020.00050 ◽

2020 ◽

Author(s):

Chien-Kuo Chang ◽

Ruay-Nan Wu ◽

Chung-Ching Lai ◽

Hsuan-Hao Chang ◽

Bharath Kumar Boyanapalli

Keyword(s):

Neural Network ◽

Pattern Recognition ◽

Convolutional Neural Network ◽

Partial Discharge ◽

Discharge Pattern ◽

Underground Cable

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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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Application of Convolutional Neural Network Transfer Learning in Partial Discharge Pattern Recognition

2020 IEEE International Conference on High Voltage Engineering and Application (ICHVE) ◽

10.1109/ichve49031.2020.9279780 ◽

2020 ◽

Author(s):

Zhiguo Tang ◽

Zhi Cao

Keyword(s):

Neural Network ◽

Pattern Recognition ◽

Convolutional Neural Network ◽

Transfer Learning ◽

Partial Discharge ◽

Discharge Pattern

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Partial discharge pattern recognition of DC XLPE cables based on convolutional neural network

2018 Condition Monitoring and Diagnosis (CMD) ◽

10.1109/cmd.2018.8535793 ◽

2018 ◽

Author(s):

Zhu Yufeng ◽

Xu Yongpeng ◽

Chen Jingde ◽

Fan Rusen ◽

Sheng Gehao ◽

...

Keyword(s):

Neural Network ◽

Pattern Recognition ◽

Convolutional Neural Network ◽

Partial Discharge ◽

Discharge Pattern

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Partial discharge pattern recognition of power transformer with neural network applications

1999 Annual Report Conference on Electrical Insulation and Dielectric Phenomena (Cat. No.99CH36319) ◽

10.1109/ceidp.1999.804640 ◽

2003 ◽

Author(s):

Xianhe Jur ◽

Changchang Wang ◽

Weihong Jing ◽

T.C. Cheng ◽

Lei Jiang ◽

...

Keyword(s):

Neural Network ◽

Pattern Recognition ◽

Power Transformer ◽

Partial Discharge ◽

Discharge Pattern ◽

Network Applications ◽

Neural Network Applications

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Design of Optimized Fuzzy C-Means Clustering based Radial Basis Function Neural Network for Partial Discharge Pattern Classifier: Comparative Study

Journal of Korean institute of intelligent systems ◽

10.5391/jkiis.2021.31.6.457 ◽

2021 ◽

Vol 31 (6) ◽

pp. 457-464

Author(s):

Byeong-Kuk Jeong ◽

Sung-Kwun Oh ◽

Young-Il Kim

Keyword(s):

Neural Network ◽

Comparative Study ◽

Radial Basis Function ◽

Basis Function ◽

Partial Discharge ◽

Discharge Pattern ◽

Fuzzy C Means ◽

Radial Basis ◽

Fuzzy C Means Clustering ◽

Pattern Classifier

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