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基于合作博弈的多源配微协同能量管理交易模型
Collaborative Energy Management Trading Model of Multi-Source Micro-Distribution Based on Cooperative Game
【摘要】 针对双碳目标下新能源高渗透接入微电网群,导致的能源缺乏管理、能源流失等问题,提出了一种基于合作博弈的多源配微协同能量管理交易方法。构建含能量管理系统、新能源、博弈论等多方协调的微电网群交易模型,建立风光互补性、负荷特性和储能系统等多种约束,通过优化算法对交易模型进行优化,并采用Shapley值对合作联盟收益进行合理分配,仿真结果表明该方法可有效提高电网对新能源的管理能力。
【Abstract】 In response to the challenges of energy shortage management and energy loss caused by the high penetration of new energy sources into microgrid clusters under the dual carbon goals, a cooperative game-based energy management trading approach for Multi-source micro-coordination. Establishing a transaction model for microgrid clusters that integrates coordination among multiple factors, including energy management systems, new energy sources, and game theory. This model incorporates various constraints such as wind-solar complementarity, load characteristics, and energy storage system constraints. By employing optimization algorithms, the transaction model is optimized, and Shapley values are utilized for a fair allocation of cooperative alliance profits. The simulation results indicate that this method can effectively enhance the grid’s management capabilities for new energy sources.
【Key words】 microgrid group; cooperative game; energy management; Shapley value method;
- 【文献出处】 佳木斯大学学报(自然科学版) ,Journal of Jiamusi University(Natural Science Edition) , 编辑部邮箱 ,2024年05期
- 【分类号】TM73
- 【下载频次】67