智能电网中需求响应的分析与控制:进化博弈法

IF 3.4 2区 数学 Q1 MATHEMATICS, APPLIED Applied Mathematics and Computation Pub Date : 2025-03-01 Epub Date: 2024-10-16 DOI:10.1016/j.amc.2024.129130
Mengyu Zhou , Xingwen Liu , Qi Hu , Feng Shu
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引用次数: 0

摘要

作为智能电网负荷管理的一种有效策略,需求响应在电力供应商和用户之间建立了一种双向联系。本文基于网络演化博弈论,利用矩阵的半张量乘法研究了一类智能电网的需求响应问题。本文的研究过程如下(i) 考虑到供应商和用户之间的动态互动,将需求响应建模为异构网络化演化博弈,并用半张量积表示为动态形式。(ii) 提供了一个充分和必要条件来验证所考虑的系统是否收敛到一个固定点。(iii) 设计了一个反馈控制器,以确保系统耗电量和电价维持在理想水平。最后,举例说明了所提方法的可行性。
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Analysis and control of demand response in smart grids: An evolutionary game method
As an effective strategy for load management in smart grids, demand response establishes a bidirectional connection between the electricity supplier and users. Based on the networked evolutionary game theory, this paper studies the demand-response issue for a class of smart grids by using the semi-tensor product of matrices. The paper proceeds as follows. (i) Considering the dynamic interactions between the supplier and users, the demand response is modeled as a heterogeneous networked evolutionary game and is expressed as dynamical form by semi-tensor product. (ii) A sufficient and necessary condition is provided to verify the convergence to a fixed point of the considered system. (iii) A feedback controller is designed to ensure the system electricity consumption and price to maintain at a desired level. Finally, an example is presented to illustrate the feasibility of the proposed method.
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来源期刊
CiteScore
7.90
自引率
10.00%
发文量
755
审稿时长
36 days
期刊介绍: Applied Mathematics and Computation addresses work at the interface between applied mathematics, numerical computation, and applications of systems – oriented ideas to the physical, biological, social, and behavioral sciences, and emphasizes papers of a computational nature focusing on new algorithms, their analysis and numerical results. In addition to presenting research papers, Applied Mathematics and Computation publishes review articles and single–topics issues.
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