Two-layer energy dispatching and collaborative optimization of regional integrated energy system considering stakeholders game and flexible load management

IF 10.1 1区 工程技术 Q1 ENERGY & FUELS
Zhi-Feng Liu , Shi-Xiang Zhao , Xing-Fu Luo , Ya-He Huang , Rui-Zheng Gu , Ji-Xiang Li , Ling-Ling Li
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Abstract

The Integrated Energy System (IES) facilitates the synergistic operation of diverse energy forms through flexible energy conversion and management strategies, offering robust support for energy transition and sustainable development. However, the IES model belongs to a highly complex and nonlinear multi-objective optimization problem. Achieving reliable solutions and designing efficient flexible load management strategies to effectively manage energy supply-demand balance still face challenges. Therefore, this study constructed a novel two-layer energy dispatching and collaborative optimization model for regional integrated energy system (TDCOMRIES) considering stakeholders game and flexible load management. Specifically, in TDCOMRIES, a master-slave game model led by the energy manager and a cooperative game model among the IES group are constructed to explore the relationships among stakeholders during the system operation process; a novel multi-objective snake optimization algorithm was proposed, and combined with the GUROBI solver to optimize TDCOMRIES; and two price responsiveness-based flexible load management strategies are presented to enhance the management efficiency and reduce the operational costs of the IES. Finally, the effectiveness and feasibility of the proposed model, algorithm, and strategies were verified through three carefully designed cases. The results demonstrated that the flexible load management strategy leads to a significant reduction of approximately 18 % in the economic costs of IES, thereby effectively enhancing the target benefits for various stakeholders. Meanwhile, the IES achieved an average of 40 % new energy generation, an average electricity self-sufficiency rate of 60 %, and a 5.1 % increase in the level of energy satisfaction.
考虑利益相关者博弈和灵活负荷管理的双层能源调度和区域综合能源系统协同优化
综合能源系统(IES)通过灵活的能源转换和管理策略,促进多种能源形式的协同运行,为能源转型和可持续发展提供强有力的支持。然而,综合能源系统模型属于高度复杂的非线性多目标优化问题。实现可靠的解决方案和设计高效的灵活负荷管理策略以有效管理能源供需平衡仍然面临挑战。因此,本研究构建了一种考虑利益相关者博弈和灵活负荷管理的新型区域综合能源系统(TDCOMRIES)双层能源调度与协同优化模型。具体而言,在 TDCOMRIES 中,构建了以能源管理人员为主导的主从博弈模型和 IES 小组间的合作博弈模型,以探讨系统运行过程中利益相关者之间的关系;提出了一种新颖的多目标蛇形优化算法,并结合 GUROBI 求解器对 TDCOMRIES 进行优化;提出了两种基于价格响应的灵活负荷管理策略,以提高 IES 的管理效率并降低运营成本。最后,通过三个精心设计的案例验证了所提模型、算法和策略的有效性和可行性。结果表明,灵活的负荷管理策略使 IES 的经济成本大幅降低了约 18%,从而有效提高了各利益相关方的目标收益。同时,IES 平均实现了 40% 的新能源发电量,平均电力自给率达到 60%,能源满意度提高了 5.1%。
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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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