Fuzzy logic applied to PD pattern classification

被引:65
作者
Salama, MMA [1 ]
Bartnikas, R
机构
[1] Univ Waterloo, Dept Elect & Comp Engn, Waterloo, ON N2L 3G1, Canada
[2] Inst Rech Hydro Quebec, Varennes, PQ J3X 1S1, Canada
关键词
D O I
10.1109/94.839349
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
A procedure is described for the application of fuzzy logic systems to the classification of partial discharge pulse patterns in terms of cavity or void size. The features employed in the pattern recognition task are those related to the form or shape of the partial discharge pulses and their associated apparent charge transfer Preliminary results, obtained with the fuzzy logic system on simple partial discharge sources, indicate a performance approaching that attainable with artificial neural networks.
引用
收藏
页码:118 / 123
页数:6
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