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Research of Solar Eclipse Impact on Power System Using Neural Network

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Published under licence by IOP Publishing Ltd
, , Citation Weihua Chen and Yanbo Che 2018 IOP Conf. Ser.: Mater. Sci. Eng. 466 012113 DOI 10.1088/1757-899X/466/1/012113

1757-899X/466/1/012113

Abstract

This paper proposes a new strategy to evaluate and mitigate power system considering solar eclipse based on fuzzy neural network. An explicit model of solar eclipse is established to demonstrate its effects on power system. The mechanism and scheme of solar eclipse have been analyzed for their contribution to power system failures. The fuzzy neural network is used to obtain the impact and to give a solution that can decrease the affection. Extensive sets of training and test data have been utilized by Monte Carlo simulation. The result of a case study on a provincial power system illustrates the methodology.

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10.1088/1757-899X/466/1/012113