Application of Artficial Neural Network in Fault Diagnosis with Clearance Time

Vol.2 No.1

Year: 2007

Issue: Jul-Sep

Title: Application of Artficial Neural Network in Fault Diagnosis with Clearance Time   

Author Name: Rengarajan N, Palani S, Ravichandiran C.S   

Synopsis:   

This paper presents a neural network (NN) based method for fault classification with its clearance time, in a power system. A new method of generating the training data is proposed which has the advantage that the total number of fault simulations needed to generate the training patterns is less than that required by the conventional training method. The performance of the proposed method is investigated using the Matlab simulation model of a simple HVDC system.