A Novel Approach to Fault Classification and Fault Location for Medium Voltage Cables Based on Artificial Neural Network

A novel application of neural network approach to fault classification and fault location of Medium voltage cables is demonstrated in this paper. Different faults on a protected cable should be classified and located correctly. This paper presents the use of neural networks as a pattern classifier algorithm to perform these tasks. The proposed scheme is insensitive to variation of different parameters such as fault type, fault resistance, and fault inception angle. Studies show that the proposed technique is able to offer high accuracy in both of the fault classification and fault location tasks.

Provided by: Birjand University Topic: Software Date Added: Dec 2010 Format: PDF

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