A Communication Adaptation Method for New Power Load Management System Based on Game Theory and GMARCOS

In the context of low-carbon economic development, new power load management system businesses exhibit increasingly differentiated and diversified communication technology performance requirements. Selecting appropriate communication technologies that meet the requirements of businesses is crucial to establishing a safe, reliable, and economical new power load management system. Firstly, this paper comprehensively considers performance factors such as bandwidth and latency to construct an adaptability evaluation system. Secondly, a comprehensive weighting method based on game theory is proposed to weigh the evaluation indicators, incorporating expert experience and the inherent laws of the data. Finally, the Measurement of Alternatives and Ranking according to Compromise Solution (MARCOS) method improved by grey relational analysis is used for the adaptability ranking decision of communication technology. A numerical example shows that the proposed evaluation system and adaptation method offer a robust theoretical framework and practical solution for selecting communication technology for the business of the new power load management system.

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Publication Details

Published
2024-11-01
DOI
https://doi.org/10.1109/cac63892.2024.10864623
Primary Topic
Power Systems and Technologies
Type
article
Field-Weighted Citation Impact
0.00

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article

A Communication Adaptation Method for New Power Load Management System Based on Game Theory and GMARCOS

Yingchao He, Aerduoni Jiu, Sheng Zhou, Zhihao Zhang et al.
Power Systems and Technologies
article

A Communication Adaptation Method for New Power Load Management System Based on Game Theory and GMARCOS

Yingchao He, Aerduoni Jiu, Sheng Zhou, Zhihao Zhang, Wenhui Zhu, Lei Xu
article en

Abstract

In the context of low-carbon economic development, new power load management system businesses exhibit increasingly differentiated and diversified communication technology performance requirements. Selecting appropriate communication technologies that meet the requirements of businesses is crucial to establishing a safe, reliable, and economical new power load management system. Firstly, this paper comprehensively considers performance factors such as bandwidth and latency to construct an adaptability evaluation system. Secondly, a comprehensive weighting method based on game theory is proposed to weigh the evaluation indicators, incorporating expert experience and the inherent laws of the data. Finally, the Measurement of Alternatives and Ranking according to Compromise Solution (MARCOS) method improved by grey relational analysis is used for the adaptability ranking decision of communication technology. A numerical example shows that the proposed evaluation system and adaptation method offer a robust theoretical framework and practical solution for selecting communication technology for the business of the new power load management system.

Nanjing University of Posts and Telecommunications (CN), Institute of New Materials (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 75%
Power Systems and Technologies
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A Communication Adaptation Method for New Power Load Management System Based on Game Theory and GMARCOS — Yingchao He, Aerduoni Jiu, et al. · (2024) | TGRS Research Map | TGRS