文章基本信息

标题：Prediction of Incipient Faults in Underground Power Cables Utilizing S-Transform and Support Vector Regression
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作者：M. F. Faisal ; A. Mohamed ; H. Shareef M. F. Faisal 等
期刊名称：International Journal on Electrical Engineering and Informatics
印刷版ISSN：2085-6830
出版年度：2012
卷号：4
期号：2
出版社：School of Electrical Engineering and Informatics
摘要：Incipient faults usually emerge from partial discharges which eventually cause insulation degradation between two insulated cable cores. Early detection of incipient faults is of particular importance because insulation defects caused by incipient faults may lead to permanent faults in underground distribution networks. This paper presents a novel approach using S-transform and support vector regression to predict the occurrence of incipient faults in underground cable networks. The results of this study proved that the new approach is capable to predict the existence of partial discharges in underground power cable systems in Malaysia.
关键词：Incipient fault; Partial discharge; S-transform; Support Vector Regression