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基于组合赋权与云模型的5G+智能配电网综合评价

麻秀范 王颖 刘子豪 冯晓喻

全球能源互联网(英文)2022,Vol.5Issue(6):675-691,17.
全球能源互联网(英文)2022,Vol.5Issue(6):675-691,17.DOI:10.1016/j.gloei.2022.12.009

基于组合赋权与云模型的5G+智能配电网综合评价

Comprehensive evaluation of 5G+ smart distribution network based on combined weighting method-cloud model

麻秀范 1王颖 1刘子豪 1冯晓喻1

作者信息

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摘要

Abstract

With the large-scale application of 5G technology in smart distribution networks, the operation effects of distribution networks are not clear. Herein, we propose a comprehensive evaluation model of a 5G+ smart distribution network based on the combination weighting and cloud model of the improved Fuzzy Analytic Hierarchy-Entropy Weight Method (FAHP-EWM). First, we establish comprehensive evaluation indexes of a 5G+ smart distribution network from five dimensions: reliable operation, economic operation, efficient interaction, technological intelligence, and green emission reduction. Second, by introducing the principle of variance minimization, we propose a combined weighting method based on the improved FAHP-EWM to calculate the comprehensive weight, so as to reduce the defects of subjective arbitrariness and promote objectivity. Finally, a comprehensive evaluation model of 5G+ smart distribution network based on cloud model is proposed by considering the uncertainty of distribution network node information and equipment status information. The example analysis indicates that the overall operation of the 5G+ smart distribution network project is decent, and the weight value calculated by the combined weighting method is more reasonable and accurate than that calculated by the single weighting method, which verifies the effectiveness and rationality of the proposed evaluation method. Moreover, the proposed evaluation method has a certain guiding role for the large-scale application of 5G communication technology in smart distribution networks.

关键词

5G+智能配电网/综合评价/改进FAHP/方差最小化/正态云模型

Key words

5G+ smart distribution network/Comprehensive evaluation/Improved FAHP/Variance minimization/Normal cloud model

引用本文复制引用

麻秀范,王颖,刘子豪,冯晓喻..基于组合赋权与云模型的5G+智能配电网综合评价[J].全球能源互联网(英文),2022,5(6):675-691,17.

基金项目

This work was supported by the State Grid Corporation of China(KJ21-1-56). (KJ21-1-56)

全球能源互联网(英文)

OACSCDCSTPCDEI

2096-5117

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