综合能源系统中多能源交互管理的新型稳定大联盟

IF 10.1 1区 工程技术 Q1 ENERGY & FUELS
Shichang Cui , Shuang Xu , Jiakun Fang , Xiaomeng Ai , Jinyu Wen
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引用次数: 0

摘要

研究了连接多个多能微电网(MEMs)的集成能源系统中的多能交互管理问题。为了利用MEMs的灵活性并诱导其协调,我们提出了一个考虑实现基于效用的集成需求响应的合作博弈模型。严格证明了所提出的博弈模型满足超可加性和平衡性,这意味着MEMs被激励形成稳定的大联盟。为了公平分配大联合政府产生的社会福利,采用了一种基于核仁的分配方案。由于计算核仁传统上涉及指数级的嵌套程序是具有挑战性的,因此设计了一种新的嵌套原始对偶算法,该算法可以将需要解决的程序数量减少到不超过MEMs的数量,从而有效地计算核仁。实例研究结果表明,所提模型有效地提高了系统的社会福利,所提基于核仁的方案能较为稳定地公平分配福利,所设计的算法具有较好的迭代性能和可扩展性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel stable grand coalition for transactive multi-energy management in an integrated energy system
This paper focuses on the transactive multi-energy management in an integrated energy system which connects multiple multi-energy microgrids (MEMs). To harness the flexibility of MEMs and to induce their coordination, we propose a cooperative game model considering the implementation of the utility-based integrated demand response. The proposed game model is rigorously proved to satisfy the properties of super-additivity and balancedness, which implies that the MEMs are motivated to form a stable grand coalition. To fairly allocate the social welfare generated by the grand coalition, a nucleolus-based allocation scheme is employed. Since computing the nucleolus traditionally involves an exponentially large number of nested programs is challenging, a novel nested primal–dual algorithm, which can reduce the number of programs needed to be solved to no more than the number of MEMs, is thus designed to efficiently calculate the nucleolus. The results of case studies indicate that the proposed model efficiently increases the social welfare of the system, the proposed nucleolus-based scheme fairly allocates the welfare in a stable way, and the designed algorithm shows better performance on iterations and scalability.
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来源期刊
Applied Energy
Applied Energy 工程技术-工程:化工
CiteScore
21.20
自引率
10.70%
发文量
1830
审稿时长
41 days
期刊介绍: Applied Energy serves as a platform for sharing innovations, research, development, and demonstrations in energy conversion, conservation, and sustainable energy systems. The journal covers topics such as optimal energy resource use, environmental pollutant mitigation, and energy process analysis. It welcomes original papers, review articles, technical notes, and letters to the editor. Authors are encouraged to submit manuscripts that bridge the gap between research, development, and implementation. The journal addresses a wide spectrum of topics, including fossil and renewable energy technologies, energy economics, and environmental impacts. Applied Energy also explores modeling and forecasting, conservation strategies, and the social and economic implications of energy policies, including climate change mitigation. It is complemented by the open-access journal Advances in Applied Energy.
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