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Electrical and Thermal Fault Diagnosis of Transformer Based on KPCA-IPOA-LSSVM
High Voltage and Insulation | 更新时间：2025-10-13

    • Electrical and Thermal Fault Diagnosis of Transformer Based on KPCA-IPOA-LSSVM

    • “In the field of transformer fault diagnosis, experts have proposed the KPCA-IPOA-LSSVM model, which has a diagnostic accuracy of 94.24% and effectively improves the accuracy of fault diagnosis.”
    • Southern Power System Technology   Vol. 19, Issue 1, Pages: 20-29(2025)

    • DOI：10.13648/j.cnki.issn1674-0629.2025.01.003    

      CLC： TM40

    • Received：16 November 2023，

      Published Online：30 June 2024，

      Published：20 January 2025

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  • CHEN Yao,ZHOU Lianjie.Electrical and Thermal Fault Diagnosis of Transformer Based on KPCA-IPOA-LSSVM[J].Southern Power System Technology,2025,19(01):20-29. DOI： 10.13648/j.cnki.issn1674-0629.2025.01.003.

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Related Author

CHEN Yao
ZHOU Lianjie
LI Duo
ZHANG Lian
ZHAO Na
XIE Wenlong
HUANG Wei
JI Hongyu

Related Institution

School of Electrical and Electronic Engineering, Chongqing University of Technology
School of Computer Science and Technology, Guangxi University of Science and Technology
Guangxi Liuzhou Special Transformer Co., Ltd.
School of Automation, Guangxi University of Science and Technology
School of Electrical Engineering, Northeast Dianli University
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