Power transformer fault diagnosis based on fuzzy integral fusion

被引：0

作者：

Zhou Ling ^{[1
]}

Yan Huimin ^{[1
]}

Cao Yonggang ^{[1
]}

机构：

[1] Hohai Univ, Coll Elect Engn, Nanjing 210098, Peoples R China

来源：

PROCEEDINGS OF THE 41ST INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE, VOLS 1 AND 2 | 2006年

关键词：

power transformer; radial basis function (RBF); fuzzy integral; fault diagnosis;

D O I：

暂无

中图分类号：

TE [石油、天然气工业]; TK [能源与动力工程];

学科分类号：

0807 ; 0820 ;

摘要：

A new method to identify power transformer faults based on fuzzy integral fusion is presented. Firstly, the membership function of the value of three-ratio are presented and the data of the value of three ratios are processed by fuzzy method. Then the faults are identified by four different radial basis function (RBF) neural networks. Finally results of identification from four different neural networks are fused by fuzzy integral fusion and then form the final diagnosis. The results of simulation by presented method have been proved to be more accuracy than single neural network in identifying the practical transformer fault case.

引用

页码：1087 / 1090

页数：4

共 50 条

[1] Fault Diagnosis of Power Transformer Based on DGA and Information Fusion
Sun, Chengqun
Chen, Yu
Tang, Ning
2022 IEEE/IAS INDUSTRIAL AND COMMERCIAL POWER SYSTEM ASIA (I&CPS ASIA 2022), 2022, : 247 - 251
[2] Divisional fault diagnosis of power grids based on RBF neural network and fuzzy integral fusion
Shi, D. (dongyuanshi@hust.edu.cn), 1600, Chinese Society for Electrical Engineering (34): : 562 - 569
[3] Fault diagnosis of power networks applying CE-SVM and fuzzy integral fusion
Bian L.
Bian C.-Y.
Bian, Chen-Yuan, 1600, Editorial Department of Electric Machines and Control (20): : 112 - 120
[4] Fuzzy Ontology Reasoning for Power Transformer Fault Diagnosis
Samirmi, Farhad Davoodi
Tang, Wenhu
Wu, Qinghua
ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING, 2015, 15 (04) : 107 - 114
[5] Fault diagnosis for transformer based on fuzzy entropy
Sheng, J. L.
Zhou, M. S.
Guo, Z. P.
Liu, Z.
2007 ANNUAL REPORT CONFERENCE ON ELECTRICAL INSULATION AND DIELECTRIC PHENOMENA, 2007, : 759 - +
[6] Fault Diagnosis for Power Transformer Based on SVM Information Fusion
Sima Li-ping
Su Xing-zhi
Wang Bo
Dou Peng
Liu Gen-cai
Shu Nai-qiu
PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ELECTRONIC & MECHANICAL ENGINEERING AND INFORMATION TECHNOLOGY (EMEIT-2012), 2012, 23
[7] Multi-level Fault Diagnosis of Power Transformer Based on Fusion Technology
Li Zhi-bin
Li Qi-ben
ENERGY DEVELOPMENT, PTS 1-4, 2014, 860-863 : 1925 - +
[8] Fault Diagnosis of Power Transformer Using Confidence Weight based Fusion Method
Lim, Jae-Yoon
Lee, Dae-Jong
Ji, Pyeong-Shik
2017 20TH INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES AND SYSTEMS (ICEMS), 2017,
[9] Transformer fault diagnosis method based on compact fusion of fuzzy set and fault tree
Gu, K. (gukai@whu.edu.cn), 1600, Science Press (40): : 1507 - 1513
[10] Fault diagnosis of power transformer insulation based on fuzzy normal partition and logic reasoning
Xie, Li
Zhou, Long
Tong, Xiao-Jun
Chen, Mian-Yun
PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 1081 - +

← 1 2 3 4 5 →