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计及有限理性的高比例新能源系统多类型新型储能规划策略OA

A multi type new energy storage planning strategy for high proportion new energy systems considering limited rationality

中文摘要英文摘要

为提升高比例新能源系统中配套储能设施的经济性与灵活性,解决新能源汇集区各场站在有限理性下对新型储能选型、容量配置的非对称性规划决策问题,文章对场站、电网及政府在新型储能投资时的决策进行分析.首先,利用新能源汇集处风电与光伏的时空互补特性,建立多场站互补发电协同使用储能资源的基本运营框架;其次,基于演化博弈理论构建高比例新能源系统新型储能类型与容量的规划模型;再次,采用基于差分进化算法的演化博弈方法,实现新型储能类型与容量的双重动态演化博弈模型求解;最后,以某新能源开发区为算例,验证了所提规划策略的有效性,并分析了新能源上网电价等因素对规划方案的影响.

Under the"dual carbon"goal,in order to improve the economy and flexibility of supporting energy storage facilities in the proportion of new energy systems,and to solve the asymmetric planning and decision-making problem of new energy storage selection and capacity allocation for each station in the new energy gathering area under limited rationality,this article conducts an evolutionary analysis of the interaction behavior between stations,power grids,and governments.Firstly,utilizing the spatiotemporal complementary characteristics of wind and solar power generation at the convergence of new energy sources,establish a basic operational framework for the collaborative use of energy storage resources by multi station complementary power generation.Secondly,based on evolutionary game theory,construct a scale model of new energy storage types and capacities for high proportion new energy systems.Then,an evolutionary game algorithm based on differential evolution algorithm is utilized to solve the dual dynamic evolutionary game model of new energy storage types and capacities.Finally,the effectiveness of the proposed planning strategy was verified through a case study of the Hexi Corridor New Energy Key Development Zone in China,and the impact of factors such as new energy grid electricity prices on its planning plan was analyzed.

陟晶;薛远天;李笑竹;宋长城;张开鹏;陈来军

国网甘肃省电力公司 武威供电公司,甘肃 武威 733000国网甘肃省电力公司 武威供电公司,甘肃 武威 733000清华大学 电机工程与应用电子技术系,北京 100084国网甘肃省电力公司 武威供电公司,甘肃 武威 733000国网甘肃省电力公司 武威供电公司,甘肃 武威 733000清华大学 电机工程与应用电子技术系,北京 100084

能源科技

高比例新能源系统新型储能非对称性规划决策发电协同演化博弈

high proportion of new energy systemsnew energy storageasymmetric planning and decision-makingpower generationevolutionary game theory

《可再生能源》 2026 (8)

1104-1113,10

国家电网有限公司科技项目(W23FZ2708040)国家自然科学基金联合基金(U22A20224)国家自然科学基金青年项目(52307108).

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