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层次分析法和神经网络的电网安全评估

翟化欣

现代电子技术2016,Vol.39Issue(21):168-171,4.
现代电子技术2016,Vol.39Issue(21):168-171,4.DOI:10.16652/j.issn.1004-373x.2016.21.040

层次分析法和神经网络的电网安全评估

Power grid security assessment combining AHP with neural network

翟化欣1

作者信息

  • 1. 国网新源张家口风光储示范电站有限公司,河北 张家口 075000
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摘要

Abstract

The factors influencing on power grid safety are various. In order to improve the accuracy of the power grid secu-rity assessment system,and reduce the subjective human error,an assessment indicator system composed of power grid,opera-tion mode regulating the running,relay protection device,electric power communication,scheduling automation and other elec-trical devices was developed. The analytic hierarchy process(AHP)is used to analyze the assessment indicator system,and sim-plify the manifold safety indicators. The safety evaluation model of neural network was constructed by means of the nonlinear mapping and self-learning ability of neural network. The experimental results show this model can reduce the quantity of safety indicators,simplify the security assessment,avoid the impact of subjective human factors,improve the accuracy of the safety as-sessment,and make the assessment result more scientific.

关键词

层次分析法/神经网络/评估模型/安全评估

Key words

analytic hierarchy process/neural network/evaluation model/safety assessment

分类

信息技术与安全科学

引用本文复制引用

翟化欣..层次分析法和神经网络的电网安全评估[J].现代电子技术,2016,39(21):168-171,4.

现代电子技术

OA北大核心CSTPCD

1004-373X

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