Incipient Fault Classification in Underground Distribution Cable Using Fine Decision Tree Classifier
摘要
This paper presents a fine tree-based classifier for classifying incipient faults from non-incipient faults in underground cables. The incipient faults are very random. So for cable health monitoring, incipient faults should be classified from non-incipient faults. The fine decision tree classifier is implemented for classifying incipient, non-incipient, and healthy systems. Two datasets having uniform and non-uniform data have been tested with the classifier. The accuracy turns out to be greater for the uniform dataset.