电力需求侧管理2025，Vol.27Issue(6)：85-91,7.DOI:10.3969/j.issn.1009-1831.2025.06.013
微电网储能系统多目标运行优化策略研究
Research on multi-objective operation optimization strategies for microgrid energy storage systems
摘要
Abstract
An operational optimization strategy for microgrid energy storage systems is developed to meet real-world user application re-quirements,and its effectiveness and applicability are validated using actual user data.First,a fundamental model of the energy storage system is established,providing a theoretical foundation for the operational optimization strategy.Subsequently,a multi-objective opera-tional optimization strategy for the microgrid energy storage system is developed,focusing on economic objectives,carbon emission reduc-tion targets,and renewable energy integration goals.The commercial optimization solver Gurobi is employed to enhance computational effi-ciency.Finally,the proposed optimization strategy is validated using real-world microgrid data from City A in a province of East China.The results demonstrate that the constructed energy storage system model accurately captures the operational constraints of the actual sys-tem.Compared to the user's existing strategy,the proposed optimization strategy achieves an average reduction of 13.4676%in electricity cost expenditure.By dynamically adjusting weight factors for multi-objective optimization,the strategy enables diversified operational modes,significantly enhancing the scenario adaptability of the energy storage system's operational strategy.Furthermore,the strategy pro-vides decision-making support for formulating policies related to surplus electricity feed-in from us-er-side microgrids.The main innova-tion lies in the strategy's user-centric design,which achieves operational flexibility through multi-objective weight allocation,improves sce-nario adaptability,and offers a novel approach for the practical implementation of microgrid energy storage systems.关键词
微电网/储能系统/多目标/优化/经济性/碳排Key words
microgrid/energy storage systems/multi-objective/optimization/economic/carbon emission分类
信息技术与安全科学引用本文复制引用
叶飞,江南,陆彬,梁世杰..微电网储能系统多目标运行优化策略研究[J].电力需求侧管理,2025,27(6):85-91,7.基金项目
国网江苏综合能源服务有限公司科技项目"微电网数智管控系统关键技术研究"(ZHNY2023RD01N). （ZHNY2023RD01N）
