基于供能分级策略的多储能组合集成能源系统最优调度研究。

IF 3.9 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES Scientific Reports Pub Date : 2025-02-28 DOI:10.1038/s41598-025-89379-1
Na Zhang, Feng You, Bingqian Hu, Jingyu Li, Guangchen Liu
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引用次数: 0

摘要

综合能源系统与储氢相结合作为碳中和战略的重要支撑技术,有望成为重点研究方向。针对综合能源系统中多能耦合灵活性不足和低碳发展的总体战略需求,建立了包括蓄电、蓄热、储氢在内的多储能综合能源系统架构。然后,根据能源成本、响应特性和储能状态等系统状态因素,提出了以储能单元供电优先级为中心的分层供能控制策略。NSGA-II-MOABC是为满足综合能源系统中多能耦合供能需求而创建的优化算法。其次,以系统运行成本和碳排放成本为优化目标,构建了多存储组合分层供能的综合能源优化调度模型;通过仿真算例,得到了多储氢组合系统的调度结果,通过对比分析,储氢的加入可以有效地提高系统调度的灵活性。然后,以几种场景为仿真示例,分层供能策略可以有效降低系统运行成本和碳排放成本,对实现可再生能源的局部消纳也有一定的作用。
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Research on the optimal scheduling of a multi-storage combined integrated energy system based on an energy supply grading strategy.

As an important supporting technology for carbon neutrality strategy, the combination of an integrated energy system and hydrogen storage is expected to become a key research direction. To address the insufficient flexibility of multi-energy coupling in the integrated energy system and the overall strategic demand of low-carbon development, a multi-storage integrated energy system architecture that includes electric storage, heat storage and hydrogen storage is established. Then, according to the system status factors, such as energy cost, response characteristics and energy storage status, a hierarchical energy supply control strategy focusing on the energy supply priority of energy storage units is proposed. NSGA-II-MOABC is created as the optimization algorithm to meet the demand of multi-energy coupling energy supply in the integrated energy system. Next, considering the system operational cost and carbon emission cost as the optimization goal, a comprehensive energy optimization scheduling model of multi-storage combined hierarchical energy supply is constructed. Based on the simulation example, the scheduling results of the multi-storage combined system are obtained, through comparative analysis, the addition of hydrogen storage can effectively improve the flexibility of system scheduling. Then, taking several scenarios as simulation examples, the hierarchical energy supply strategy can effectively reduce the system operation cost and carbon emission cost, and it also has a certain role in realizing the local consumption of renewable energy.

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来源期刊
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
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