Support Vector Machine for Discrimination Between Fault and Magnetizing Inrush Current in Power Transformer | Science Publications

Journal of Computer Science

V. Malathi¹  N. S. Marimuthu¹ 

关键词: Power transformer;    magnetizing inrush current;    fault current;    support vector machine;   

DOI  :  10.3844/jcssp.2007.894.897

学科分类：计算机科学（综合）

来源: Science Publications

【 摘 要 】

This study presents a novel technique based on Support Vector Machine (SVM) for the classification of transient phenomena in power transformer. The SVM is a powerful method for statistical classification of data. The input data to this SVM for training comprises fault current and magnetizing inrush current. SVM classifier produces significant accuracy for classification of transient phenomena in power transformer.

【 授权许可】

Unknown