多微电网共享储能优化配置与成本分配方法
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巨亚琦
1
,
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谢丽蓉
1
,
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卞一帆
1
,
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叶家豪
1
,
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包洪印
2
作者信息
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1.新疆大学电气工程学院,乌鲁木齐 830017
2.中船重工海为(新疆)新能源有限公司,乌鲁木齐 830002
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巨亚琦(1998),男,硕士研究生,研究方向为微电网优化调度,juyaqi1998@outlook.com;
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谢丽蓉(1969),女,通信作者,教授,博士,研究方向为控制系统优化、新能源发电技术、负荷预测,xielirong@xju.edu.cn;
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卞一帆(1998),女,博士研究生,研究方向为微电网优化调度、共享储能,byfxju@163.com。
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收起
Optimal Configuration and Cost Allocation Method for Shared Energy Storage of Multi-Microgrids
Author information
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1.College of Electrical Engineering, Xinjiang University, Urumqi 830017, China
2.CSIC Haiwei (Xinjiang) New Energy Co. , Ltd. , Urumqi 830002, China
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文章历史
+
| 收稿日期 |
出版日期 |
| 2024-09-30 |
2026-08-20 |
PDF (2125K)
摘要
为降低多微电网运行成本,解决共享储能优化配置及成本公平分摊问题,提出了主电网分时电价下多微电网共享储能的双层优化配置及改进Shapley值法的共享储能公平分配方法。首先,提出了多微电网共享储能双层优化配置模型,上层以共享储能等年投资配置成本最小为目标,下层以含共享储能的多微电网运行成本最小为目标,求解出共享储能充放电策略和优化配置容量及多微电网运行成本。其次,基于多微电网体系运行成本最小化所得的涌现收益,构建了贡献度评估模型。最后,基于贡献度的改进Shapley值法分摊共享储能配置所产生的节省成本。通过算例仿真验证了该方法可为多微电网公平合作提供理论支撑,有效解决了大电网和微电网互动时成本和效益难以公平分摊的问题,在多微电网公平协作方面具有实用价值。
Abstract
To reduce the operational costs of multi-microgrids and address the issues of optimal configuration and fair cost allocation of shared energy storage, a dual-layer optimization configuration for shared energy storage under time-of-use pricing of the main grid and an improved Shapley value method for fair allocation of shared energy storage are proposed. Firstly, a dual-layer optimization configuration model for shared energy storage in multi-microgrids is established. The upper layer aims to minimize the annual investment and configuration costs of shared energy storage, while the lower layer aims to minimize the operational costs of multi-microgrids incorporating shared energy storage. This model determines the charging/discharging strategy of shared energy storage, the optimized configuration capacity, and the operational costs of multi-microgrids. Secondly, based on the emergent benefits derived from minimizing the operational costs of the multi-microgrids system, a contribution evaluation model is constructed. Finally, an improved Shapley value method based on contribution is applied to allocate the cost savings generated by the shared energy storage configuration. Case simulations demonstrate that this method provides theoretical support for fair cooperation among multi-microgrids, effectively resolves the challenge of equitable cost and benefit allocation during interactions between the main grid and microgrids, and holds practical value for fair collaboration among multi-microgrids.
Graphical abstract
关键词
多微电网
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贡献度评估
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合作博弈论
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分时电价
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共享储能
Key words
multi-microgrids
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contribution assessment
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cooperative game theory
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time-of-use tariffs
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shared energy storage
Author summay
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巨亚琦,谢丽蓉,卞一帆,叶家豪,包洪印.
多微电网共享储能优化配置与成本分配方法[J].
南方电网技术, 2026, 20(8): 124-133 DOI:10.13648/j.cnki.issn1674-0629.2026.08.011
基金资助
国家自然科学基金资助项目(62463030)
新疆维吾尔自治区自然科学基金重点项目(2024D01D05)