GIS partial discharge pattern recognition via lightweight convolutional neural network in the ubiquitous power internet of things context

IET Science Measurement & Technology ◽

10.1049/iet-smt.2019.0542 ◽

2020 ◽

Vol 14 (8) ◽

pp. 864-871

Author(s):

Yanxin Wang ◽

Jing Yan ◽

Zhou Yang ◽

Yiming Zhao ◽

Tingliang Liu

Keyword(s):

Neural Network ◽

Pattern Recognition ◽

Internet Of Things ◽

Convolutional Neural Network ◽

Partial Discharge ◽

Discharge Pattern

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A MobileNets Convolutional Neural Network for GIS Partial Discharge Pattern Recognition in the Ubiquitous Power Internet of Things Context: Optimization, Comparison, and Application

IEEE Access ◽

10.1109/access.2019.2946662 ◽

2019 ◽

Vol 7 ◽

pp. 150226-150236 ◽

Author(s):

Yanxin Wang ◽

Jing Yan ◽

Qifeng Sun ◽

Junyi Li ◽

Zhou Yang

Keyword(s):

Neural Network ◽

Pattern Recognition ◽

Internet Of Things ◽

Convolutional Neural Network ◽

Partial Discharge ◽

Discharge Pattern

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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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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 Switchgear Based on Residual Convolutional Neural Network

Journal of Physics Conference Series ◽

10.1088/1742-6596/1659/1/012057 ◽

2020 ◽

Vol 1659 ◽

pp. 012057

Author(s):

Xueyou Huang ◽

Jun Xiong ◽

Yu Zhang ◽

Jingyi Liang

Keyword(s):

Neural Network ◽

Pattern Recognition ◽

Convolutional Neural Network ◽

Partial Discharge ◽

Discharge Pattern

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GIS partial discharge pattern recognition via deep convolutional neural network under complex data source

IEEE Transactions on Dielectrics and Electrical Insulation ◽

10.1109/tdei.2018.006930 ◽

2018 ◽

Vol 25 (2) ◽

pp. 678-685 ◽

Author(s):

Hui Song ◽

Jiejie Dai ◽

Gehao Sheng ◽

Xiuchen Jiang

Keyword(s):

Neural Network ◽

Pattern Recognition ◽

Convolutional Neural Network ◽

Partial Discharge ◽

Deep Convolutional Neural Network ◽

Discharge Pattern ◽

Complex Data ◽

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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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A New Comprehensive Neural Network and Its Application in Partial Discharge Pattern Recognition of XLPE

2019 14th IEEE Conference on Industrial Electronics and Applications (ICIEA) ◽

10.1109/iciea.2019.8834108 ◽

2019 ◽

Author(s):

Zhang Hao ◽

Duan Yubing ◽

Hu Xiaoli ◽

Jian Cai ◽

Sun Xiaobin

Keyword(s):

Neural Network ◽

Pattern Recognition ◽

Partial Discharge ◽

Discharge Pattern

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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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Partial Discharge Pattern Recognition Using Radial Basis Function Neural Network

2010 Asia-Pacific Power and Energy Engineering Conference ◽

10.1109/appeec.2010.5449354 ◽

2010 ◽

Author(s):

Wen-Yeau Chang

Keyword(s):

Neural Network ◽

Pattern Recognition ◽

Radial Basis Function ◽

Basis Function ◽

Partial Discharge ◽

Discharge Pattern ◽

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