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电力大数据:2024,27(5):-
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基于碳交易和主从博弈的园区综合能源系统多主体双层优化调度方法
吴迪凡1, 徐婷婷1, 张楠1, 高亦凌1, 韩钰1, 郑成2, 王晨杰1
(1.国网上海市北供电公司;2.国网上海市电力公司国网上海电科院)
Multi-Agent Bi-Level Optimal Scheduling Method for Park Integrated Energy Systems Based on Carbon Trading and Leader-Follower Game Theory
wudifan1, xutingting2, zhangnan2, gaoyiling2, hanyu2, zhengcheng2, wangchenjie2
(1.State Grid Shanghai municipal Electric Power Company Shibei Power Supply Company;2.State Grid Shibei Power Supply Company, SMEPC)
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投稿时间:2024-06-15    修订日期:2024-08-13
中文摘要: 随着“碳达峰”、“碳中和”目标的进行,实现能量的清洁低碳利用是一项当务之急。园区综合能源系统可通过向外界配电网、天然气网购买电能和天然气,经由能量转换耦合设备高效实现用户的多样化能源需求,本文引入碳交易模型和需求响应机制进一步降低碳排放量,提升系统运行经济性和效率。针对园区综合能源系统,提出基于碳交易机制和主从博弈的多主体双层优化调度方法。首先,对园区内部能量转换设备和阶梯型碳交易机制进行了介绍。其次,以园区综合能源系统运营商和集成用户的负荷聚合商为博弈双方,引入综合需求响应机制,构建了基于碳交易和主从博弈的多主体博弈均衡模型。最后,通过算例对比仿真分析,验证了所提方法的有效性和合理性,碳交易机制和综合需求响应具有叠加改善碳排放的效果。
Abstract:With the goals of “carbon peaking” and “carbon neutrality,” achieving clean and low-carbon energy utilization has become an urgent task. Park integrated energy systems can purchase electricity and natural gas from external power grids and natural gas networks and efficiently meet users’ diverse energy needs through energy conversion coupling equipment. This paper introduces a carbon trading model and demand response mechanism to further reduce carbon emissions and enhance the system’s economic performance and efficiency. For industrial park integrated energy systems, a multi-agent bi-level optimal scheduling method based on carbon trading mechanisms and leader-follower game theory is proposed. Firstly, the internal energy conversion equipment of the park and the tiered carbon trading mechanism are introduced. Secondly, taking the park integrated energy system operators and the load aggregators of integrated users as the game parties, a multi-agent game equilibrium model based on carbon trading and leader-follower game theory is constructed by introducing a comprehensive demand response mechanism. Finally, the effectiveness and rationality of the proposed method are verified through comparative simulation analysis. The carbon trading mechanism and comprehensive demand response have a superimposed effect on improving carbon emission reductions.
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基金项目:国家电网有限公司总部科技项目(52094023001N)
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