Study on the Characteristics of Insulator Leakage Current in Haze Based on FCM Clustering Algorithm

Ruo-bing HAN, Yu-hang GUO, Yun-zhi XU

Abstract


Among the climate problems caused by industrial pollution, haze is particularly serious. Haze not only brings inconvenience to normal life but also brings a lot of problems to the insulation level of the power system. Insulator leakage current reflects all the states in the flashover process of insulators and is an important parameter to evaluate the insulation level of insulators. Different haze conditions were simulated in the laboratory to measure the leakage current of insulators under various haze components. The leakage current of insulators is analyzed by clustering algorithm, and the characteristic values were extracted to obtain the different characteristics of the leakage current of insulators under various haze components. And for the analysis of the results of the clustering algorithm to improve the measures.

Keywords


Clustering algorithm, Insulator, Leakage current.


DOI
10.12783/dtcse/ica2019/30766

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