GAN and CNN for imbalanced partial discharge pattern recognition in GIS

High Voltage ◽

10.1049/hve2.12135 ◽

2021 ◽

Author(s):

Yanxin Wang ◽

Jing Yan ◽

Zhou Yang ◽

Qianzhen Jing ◽

Jianhua Wang ◽

...

Keyword(s):

Pattern Recognition ◽

Partial Discharge ◽

Discharge Pattern

Download Full-text

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

Download Full-text

Partial Discharge Pattern Recognition of Transformers Based on the Gray-level Co-occurrence Matrix of Optimal Parameters

IEEE Access ◽

10.1109/access.2021.3096287 ◽

2021 ◽

pp. 1-1

Author(s):

Shengya Sun ◽

Yuanyuan Sun ◽

Gongde Xu ◽

Lina Zhang ◽

Yiru Hu ◽

...

Keyword(s):

Pattern Recognition ◽

Partial Discharge ◽

Discharge Pattern ◽

Optimal Parameters ◽

Occurrence Matrix

Download Full-text

Application of self organizing map approach for partial discharge pattern recognition of insulators

2009 IEEE 9th International Conference on the Properties and Applications of Dielectric Materials ◽

10.1109/icpadm.2009.5252392 ◽

2009 ◽

Author(s):

Wen-Yeau Chang

Keyword(s):

Pattern Recognition ◽

Partial Discharge ◽

Discharge Pattern ◽

Self Organizing Map ◽

Map Approach ◽

Self Organizing

Download Full-text

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

Download Full-text

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

Download Full-text

Partial discharge pattern recognition for four kinds of electrode systems

Conference Record of the 1992 IEEE International Symposium on Electrical Insulation ◽

10.1109/elinsl.1992.246985 ◽

2003 ◽

Author(s):

T. Okamoto ◽

N. Hozumi ◽

T. Imajo

Keyword(s):

Pattern Recognition ◽

Partial Discharge ◽

Discharge Pattern ◽

Electrode Systems

Download Full-text

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

Download Full-text

A Novel 1DCNN and Domain Adversarial Transfer Strategy for Small Sample GIS Partial Discharge Pattern Recognition

Measurement Science and Technology ◽

10.1088/1361-6501/ac27e8 ◽

2021 ◽

Author(s):

Yanxin Wang ◽

Jing Yan ◽

Zhou Yang ◽

Jianhua Wang ◽

Yingsan Geng

Keyword(s):

Pattern Recognition ◽

Partial Discharge ◽

Small Sample ◽

Discharge Pattern

Download Full-text

Gradient Boosting Decision Tree and Random Forest Based Partial Discharge Pattern Recognition of HV Cable

2018 China International Conference on Electricity Distribution (CICED) ◽

10.1109/ciced.2018.8592402 ◽

2018 ◽

Author(s):

Li Jinshu ◽

Wu Yijiang ◽

Wang Ganjun ◽

Peng Xiaoasheng ◽

Liu Taiwei ◽

...

Keyword(s):

Pattern Recognition ◽

Random Forest ◽

Decision Tree ◽

Partial Discharge ◽

Discharge Pattern ◽

Gradient Boosting ◽

Download Full-text

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

Download Full-text