Research on power system fault diagnosis based on bayesian networks
Applied Mechanics and Materials(2013)
Abstract
Aiming at the incompleteness and uncertainty of information existing in power system fault diagnosis, a new fault diagnosis approach based on Bayesian network is proposed in this paper. Through the Bayesian network of structure learning and parameter learning, a power system fault diagnosis model based on Bayesian network has been proposed. Conditional probability table describes the connection degree between various factors in quantity. Diagnostic results of instance proved the effectiveness and superiority of the proposed method. © 2013 Trans Tech Publications Ltd, Switzerland.
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Key words
bayesian network,fault diagnosis,parameter learning,power system,structure learning
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