Two-stage Optimal Scheduling of Community Integrated Energy System Considering Operation Sequences of Hydrogen Energy Storage Systems

IF 6.1 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC Journal of Modern Power Systems and Clean Energy Pub Date : 2024-07-29 DOI:10.35833/MPCE.2023.001027
Wei Kong;Kai Sun;Jinghong Zhao
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Abstract

The hydrogen energy storage system (HESS) integrated with renewable energy power generation exhibits low reliability and flexibility under source-load uncertainty. To address the above issues, a two-stage optimal scheduling model considering the operation sequences of HESSs is proposed for commercial community integrated energy systems (CIESs) with power to hydrogen and heat (P2HH) capability. It aims to optimize the energy flow of HESS and improve the flexibility of hydrogen production and the reliability of energy supply for loads. First, the refined operation model of HESS is established, and its operation model is linearized according to the operation domain of HESS, which simplifies the difficulty of solving the optimization problem under the premise of maintaining high approximate accuracy. Next, considering the flexible start-stop of alkaline electrolyzer (AEL) and the avoidance of multiple energy conversions, the operation sequences of HESS are formulated. Finally, a two-stage optimal scheduling model combining day-ahead economic optimization and intra-day rolling optimization is established, and the model is simulated and verified using the source-load prediction data of typical days in each season. The simulation results show that the two-stage optimal scheduling reduces the total load offset by about 14% while maintaining similar operating cost to the optimal day-ahead economic optimization scheduling. Furthermore, by formulating the operation sequences of HESS, the operating cost of CIES is reduced by up to about 4.4%.
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考虑储氢系统运行顺序的社区综合能源系统两阶段优化调度
与可再生能源发电相结合的储氢系统在源负荷不确定性下具有较低的可靠性和灵活性。针对上述问题,提出了一种考虑hess运行顺序的两阶段优化调度模型,该模型适用于具有电到氢和热(P2HH)能力的商业社区综合能源系统(cess)。旨在优化HESS的能量流,提高制氢的灵活性和负荷供能的可靠性。首先,建立HESS的精细化运行模型,并根据HESS的运行域对其运行模型进行线性化处理,在保持较高近似精度的前提下,简化了优化问题的求解难度;其次,考虑到碱性电解槽(AEL)的灵活启停和避免多次能量转换,制定了HESS的操作顺序。最后,建立了日前经济优化和日内滚动优化相结合的两阶段最优调度模型,并利用各季节典型日源负荷预测数据对模型进行了仿真验证。仿真结果表明,两阶段优化调度在保持与最优日前经济优化调度相似的运行成本的同时,使总负荷偏移量减少约14%。此外,通过制定HESS的操作顺序,CIES的运行成本可降低约4.4%。
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来源期刊
Journal of Modern Power Systems and Clean Energy
Journal of Modern Power Systems and Clean Energy ENGINEERING, ELECTRICAL & ELECTRONIC-
CiteScore
12.30
自引率
14.30%
发文量
97
审稿时长
13 weeks
期刊介绍: Journal of Modern Power Systems and Clean Energy (MPCE), commencing from June, 2013, is a newly established, peer-reviewed and quarterly published journal in English. It is the first international power engineering journal originated in mainland China. MPCE publishes original papers, short letters and review articles in the field of modern power systems with focus on smart grid technology and renewable energy integration, etc.
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