首页|Incipient Fault Classification in Underground Distribution Cable Using Fine Decision Tree Classifier

Incipient Fault Classification in Underground Distribution Cable Using Fine Decision Tree Classifier

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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 nonuniform data have been tested with the classifier。 The accuracy turns out to be greater for the uniform dataset。

Underground cableFine decision treeIncipient faultNon-incipient fault

Mohan Das、Sanhita Mishra、S. C. Swain、Tapaswini Biswal、Ritesh Dash

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School of Electrical Engineering. KIIT Deemed to be University. Bhubaneswar. India

Reva University. Bangalore. India

International Conference on Energy Systems, Drives and Automations

Advances in Energy and Control Systems

203-210

2022