Safety Assessment of Transmission Grid Based on Fuzzy Comprehensive Evaluation and BP Neural Network

Yuan Sheng Huang; Wei Fang; Cheng Fang Tian

doi:10.4028/www.scientific.net/KEM.439-440.528

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HomeKey Engineering MaterialsKey Engineering Materials Vols. 439-440Safety Assessment of Transmission Grid Based on...

Safety Assessment of Transmission Grid Based on Fuzzy Comprehensive Evaluation and BP Neural Network

Abstract:

In the practice of safety assessment on transmission grid, there is the variation degree of many indexes which can not be accurately described, and fuzzy comprehensive evaluation method can reflect the safety degree of every element. In addition, the combination use of BP neural network and expert system method can determine impact extent of assessment factors on safety of transmission grid and the weight of each factor relative to safety of transmission grid. Therefore, the paper proposes the safety assessment of transmission grid based on BP neural network and fuzzy comprehensive evaluation. Finally, an example is used to prove the method is high precision and practical.

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Periodical:

Key Engineering Materials (Volumes 439-440)

Pages:

528-533

DOI:

https://doi.org/10.4028/www.scientific.net/KEM.439-440.528

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Online since:

June 2010

Authors:

Yuan Sheng Huang, Wei Fang, Cheng Fang Tian

Keywords:

BP Neural Network (BPNN), Fuzzy Comprehensive Evaluation (FCE), Safety Assessment, Transmission Grid

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