Generalized energy pool-driven regional integrated energy system dispatch considering multi-time scale synergy carbon-storage game

IF 16.3 1区 工程技术 Q1 ENERGY & FUELS
Zhi-Feng Liu, Xing-Fu Luo, Xiao-Xin Hou, Jia-Li Yu, Ji-Xiang Li
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Abstract

Regional Integrated Energy Systems (RIES) play a crucial role in promoting low-carbon transformation and sustainable development in the power industry. However, existing dispatch strategies for RIES overlook the varying value of energy storage devices across different time periods, making it difficult to adapt to future energy market development and reduce system operation costs. Therefore, this study constructs a bi-level RIES optimization dispatch model with an energy producer and an energy management center at the upper level, and IESs at the lower level. First, the energy entity dispatch is solved by an improved single-objective black kite algorithm based on a variable predation dynamics strategy (BKAS), while the bi-level dispatch that considers all energy entities is solved by a multi-objective black kite algorithm (MOBKA). Second, a generalized energy pool-driven virtual energy storage framework is proposed to manage energy storage devices without altering the system topology. Additionally, a multi-time-scale synergy carbon-storage game strategy is introduced to balance the economic and environmental benefits of the RIES. Finally, case studies verify the effectiveness and feasibility of the proposed methods and theories. The results show that under the combined effect of the virtual energy storage framework and the carbon-storage game strategy, the economic cost of IESs increases by 1.96 %, carbon emissions decrease by 21.66 %, and the revenue of the energy management center increases by 31.77 %. These findings contribute to improving the operational efficiency of RIES and enhancing the new energy consumption level.
考虑多时间尺度协同储碳博弈的广义能量池驱动区域综合能源系统调度
区域综合能源系统在推动电力行业低碳转型和可持续发展方面发挥着至关重要的作用。然而,现有的储能系统调度策略忽略了储能设备在不同时间段的价值变化,难以适应未来能源市场的发展,降低系统运行成本。因此,本研究构建了一个双层RIES优化调度模型,上层为能源生产者和能源管理中心,下层为能源管理中心。首先,采用改进的基于可变捕食动态策略(BKAS)的单目标黑风筝算法求解能源实体调度,采用多目标黑风筝算法求解考虑所有能源实体的双层调度。其次,提出了一种广义的能量池驱动的虚拟储能框架,在不改变系统拓扑结构的情况下对储能设备进行管理。此外,引入了一种多时间尺度的协同碳储存博弈策略来平衡碳储备体系的经济效益和环境效益。最后,通过案例分析验证了所提方法和理论的有效性和可行性。结果表明,在虚拟储能框架与储碳博弈策略的共同作用下,能源管理中心的经济成本增加了1.96%,碳排放减少了21.66%,能源管理中心的收益增加了31.77%。研究结果有助于提高RIES的运行效率,提高新能源消费水平。
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来源期刊
Renewable and Sustainable Energy Reviews
Renewable and Sustainable Energy Reviews 工程技术-能源与燃料
CiteScore
31.20
自引率
5.70%
发文量
1055
审稿时长
62 days
期刊介绍: The mission of Renewable and Sustainable Energy Reviews is to disseminate the most compelling and pertinent critical insights in renewable and sustainable energy, fostering collaboration among the research community, private sector, and policy and decision makers. The journal aims to exchange challenges, solutions, innovative concepts, and technologies, contributing to sustainable development, the transition to a low-carbon future, and the attainment of emissions targets outlined by the United Nations Framework Convention on Climate Change. Renewable and Sustainable Energy Reviews publishes a diverse range of content, including review papers, original research, case studies, and analyses of new technologies, all featuring a substantial review component such as critique, comparison, or analysis. Introducing a distinctive paper type, Expert Insights, the journal presents commissioned mini-reviews authored by field leaders, addressing topics of significant interest. Case studies undergo consideration only if they showcase the work's applicability to other regions or contribute valuable insights to the broader field of renewable and sustainable energy. Notably, a bibliographic or literature review lacking critical analysis is deemed unsuitable for publication.
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