Research on Mechanical Fault Recognition of Circuit Breaker Based on SVM

摘要

The on-line fault recognition for Circuit Breakers (CBs) is very important when the condition monitoring of CBs is realized. In this paper, a new efficiency fault recognition method is provided, by using Support Vector Machines (SVMs). ANN and SVM are compared on their recognition accuracy, which shows that the SVM is more efficient. The algorithm of SVM is improved, and the improved SVM can obtain higher recognition accuracy.