ANN based power transformer fault diagnosis

Journal of the Institution of Engineers (India): Electrical Engineering Division

Volumn 85, Issue 1, 2004, Pages 60-63

  Patel, N K ^a   Khubchandani, R K ^b  

^a JAI NARAIN VYAS UNIVERSITY   (India)

^b Rajasthan Rajya Vidyut Prasaran Nigam   (India)

Author keywords

Adaptive back propagation algorithm; Artificial neural network; Dissolve gas analysis; Network topology; Power transformers

Indexed keywords

ADAPTIVE BACK-PROPAGATION ALGORITHM; ARTIFICIAL NEURAL NETWORK; DISSOLVE GAS ANALYSIS; NETWORK TOPOLOGY; POWER TRANSFORMERS; ADAPTIVE BACK PROPAGATION; CONVENTIONAL METHODS; DISSOLVED GAS ANALYSES (DGA); INCIPIENT FAULTS; POWER TRANSFORMER FAULT DIAGNOSIS;

BACKPROPAGATION; ELECTRIC FAULT CURRENTS; GAS FUEL ANALYSIS; LEARNING ALGORITHMS; NEURAL NETWORKS; BACKPROPAGATION ALGORITHMS; ELECTRIC NETWORK TOPOLOGY;

ELECTRIC TRANSFORMERS; POWER TRANSFORMERS;

EID: 30444458098     PISSN: 00203386     EISSN: 00203386     Source Type: Journal    
DOI: None     Document Type: Article

References (5)

1. F W Heinrichs. 'The Impact of Fault-Detection Methods and Analysis on the Transformer Operating Decision.' IEEE Transactions on Power Delivery, vol 2, PWRD-2, no 3, July 1987, p 836.
2. O Vanegas, Y Mizuno, K Naito and T Kamiya. 'Diagnosis of Oil-insulated Power Apparatus by Using Neural Network Simulation.' IEEE Transactions on Dielectrics Electrical Insulation, vol 4, no 3, June 1997, p 290.
3. Y Zhang, X Ding, Y Liu and P J Griffin. 'An Artificial Neural Network Approach to Transformer Fault Diagnosis.' IEEE Transactions on Power Delivery, vol 11, no 4, October 1996, p 1836.
4. P D Wasserman. 'Neural Computing Theory and Practice.' Van Nostrand Reinhold, New York, 1989.
5. B Yegnanarayana. 'Artificial Neural Networks.' Prentice-Hall of India Private Limited, 1999.