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基于合作博弈的综合能源系统电-热-气协同优化运行

Electricity-Heat-Gas Coordinated Optimization Operation of Integrated Energy System Based on Cooperative Game Theory

  • 摘要: 随着全球能源需求增长和环保意识提升,传统能源系统因技术落后而不再适应现代需求。综合能源系统(IES)因其能整合多种能源形式,能有效应对这些挑战,而成为研究热点。但是,IES的运作涉及多个参与者,他们之间的利益分配和合作方式是制约系统进步的主要难题。为此,提出了一种基于合作博弈理论的IES优化运行策略。首先建立了IES的全面框架,并进行了多能源设备的建模与仿真,通过RCG联盟实现显著的经济效益和环境改善。策略实施后,弃风成本减少6317美元,碳排放降低838.03 t,碳交易收益提升26097美元。另外,采用Shapley值法公平分配利润。整体上,RCG联盟的总收益超出了独立运行的总和,每个成员的收益或节约成本均优于单独行动,显示出合作模式在提高风光能源消纳能力、优化电力系统效率、减轻环境影响和改善能源结构方面的明显优势。

     

    Abstract: With the growth of global energy demand and the rise of environmental awareness, traditional energy systems are becoming obsolete and no longer meet modern needs. Integrated energy systems(IES) have emerged as a research hotspot due to their ability to integrate various forms of energy, effectively tackling these challenges. However, the operation of IES involves multiple stakeholders, and the distribution of interests and modes of cooperation among them are the main issues hindering the system′s progress. To address this, our study proposes an optimization strategy for IES based on cooperative game theory. The research first established a comprehensive framework for IES and performed modeling and simulation of multi-energy equipment. Through the RCG alliance, significant economic and environmental benefits have been achieved. After simulation analysis, the cost of abandoned wind power was reduced by 6317, carbon emissions were lowered by 838.03 t, and carbon trading revenue increased by 26097. The Shapley value method ensures a fair distribution of profits. Overall, the total revenue of the RCG alliance exceeded the sum of independent operations, with each member′s revenue or cost savings being better than acting alone. This demonstrates the clear advantages of the cooperative model in enhancing the absorption capacity of wind and solar energy, optimizing the efficiency of the power system, reducing environmental impact, and improving the energy structure.

     

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