An evidential reasoning approach to transformer condition assessments

被引:103
|
作者
Tang, WH [1 ]
Spurgeon, K
Wu, QH
Richardson, ZJ
机构
[1] Univ Liverpool, Dept Elect & Comp Engn, Liverpool L69 3GJ, Merseyside, England
[2] Natl Grid Transco Plc, Network Engn, Coventry CV4 8JY, W Midlands, England
关键词
condition assessment; evidential reasoning; transformer;
D O I
10.1109/TPWRD.2003.822542
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents an evidential reasoning (ER) approach to the transformer condition assessment. An ER algorithm is briefly introduced which is used to combine evidences and deal with uncertainties. The methodology of transferring the transformer condition assessment problem into a multiple-attribute decision-making (MADM) solution under an ER framework is then presented. Several solutions to the transformer condition assessment problem, using the ER approach, are then illustrated, highlighting the potential of the ER algorithm. Based on the outputs of the ER approach, system operators can obtain an overall evaluation of the observed unit's condition; also, several units may be ranked in order of severity for system maintenance purposes. It can be seen from the results developed that the ER approach is a suitable solution to tackle the MADM problem of transformer condition assessment.
引用
收藏
页码:1696 / 1703
页数:8
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