Coordinated Optimization of Virtual Power Plants Based on Peer-to-Peer Transactions and Nash Bargaining Approach

IF 1.9 4区 工程技术 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Jie Li, Jianwei Guo, Xue Li, Wenteng Liang, Jiannan Zhang, Bin Yang, Fang Liang, Xiao Yu
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Abstract

Distributed power supply has seen a significant rise because of the increasing demand for renewable energy. This rise has also presented various challenges, including independent operation and a lack of coordination among the sources. As a result of these challenges, these distributed power supplies are combined into a virtual power plant (VPP). This paper addresses these issues of interaction and coordination with a proposal for multitype VPP and modeling technology. First, it recommends establishing a peer-to-peer (P2P) transaction framework. Second, Nash bargaining cooperative game theory comes into play, which involves multiple stakeholders in establishing a P2P transaction framework among stakeholders. After that, this proposed model is solved using the alternating direction multipliers method (ADMM). In the end, the verification of this proposed model is achieved by the numerical example that ensures that the VPP alliance operates stably.

Abstract Image

基于点对点交易和纳什讨价还价法的虚拟发电厂协调优化
由于对可再生能源的需求不断增加,分布式供电出现了大幅增长。这种增长也带来了各种挑战,包括独立运行和各种能源之间缺乏协调。由于这些挑战,这些分布式电源被组合成一个虚拟发电厂(VPP)。本文针对这些互动和协调问题,提出了多类型 VPP 和建模技术的建议。首先,本文建议建立一个点对点(P2P)交易框架。其次,纳什讨价还价合作博弈论开始发挥作用,涉及多个利益相关者,在利益相关者之间建立 P2P 交易框架。之后,利用交替方向乘法(ADMM)求解了这一拟议模型。最后,通过实例验证了所提出的模型,确保了 VPP 联盟的稳定运行。
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来源期刊
International Transactions on Electrical Energy Systems
International Transactions on Electrical Energy Systems ENGINEERING, ELECTRICAL & ELECTRONIC-
CiteScore
6.70
自引率
8.70%
发文量
342
期刊介绍: International Transactions on Electrical Energy Systems publishes original research results on key advances in the generation, transmission, and distribution of electrical energy systems. Of particular interest are submissions concerning the modeling, analysis, optimization and control of advanced electric power systems. Manuscripts on topics of economics, finance, policies, insulation materials, low-voltage power electronics, plasmas, and magnetics will generally not be considered for review.
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