高比例分布式光伏接入下配电网多类型储能优化配置技术综述A review of optimal allocation technologies for multi-type energy storage in distribution networks with high penetration of DPV
葛磊蛟,郑轶文,李小平,王浩,杨剑锋,车玉龙
GE Leijiao,ZHENG Yiwen,LI Xiaoping,WANG Hao,YANG Jianfeng,CHE Yulong
摘要(Abstract):
随着强间歇性的分布式光伏高比例接入配电网成为趋势,配电网安全可靠运行面临电压越限、反向重过载等系列问题,多类型储能技术是有效破解此类问题的关键。为此,梳理了高比例分布式光伏接入配电网导致的难题,根据储能的存储介质进行分类,归纳了多类型储能技术的优缺点。从高比例分布式光伏接入下如何进行网侧储能优化配置的视角,分析了不同优化目标下储能优化配置模型,总结归纳了目前比较主流的储能优化模型求解算法,最后分析了储能优化配置的研究现状,进一步探讨了储能的发展方向。
With the increasing trend of high penetration of intermittent distributed photovoltaics(DPV) into distribution networks, maintaining the safe and reliable operation of these networks faces a series of challenges, such as voltage violations and reverse overloads. Multi-type energy storage is a key solution to effectively address these issues. This paper reviews the problems caused by the high penetration of DPV into distribution networks and classifies multi-type energy storage based on storage media, summarizing their strengths and weaknesses. From the perspective of optimal allocation of grid-side energy storage under high DPV penetration, this paper analyzes optimal energy storage allocation models under different objectives, summarizes mainstream algorithms for solving these models, and reviews the current state of research on optimal energy storage allocation. Finally, the paper explores the development directions for energy storage.
关键词(KeyWords):
高比例分布式光伏;配电网;多类型储能;优化配置;智能优化算法
high penetration of DPV;distribution network;multi-type energy storage;optimal allocation;intelligent optimization algorithm
基金项目(Foundation): 国家自然科学基金(52277118);; 天津市自然科学基金多元投入重点项目(22JCZDJC00660)
作者(Author):
葛磊蛟,郑轶文,李小平,王浩,杨剑锋,车玉龙
GE Leijiao,ZHENG Yiwen,LI Xiaoping,WANG Hao,YANG Jianfeng,CHE Yulong
DOI: 10.19585/j.zjdl.202505001
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- 高比例分布式光伏
- 配电网
- 多类型储能
- 优化配置
- 智能优化算法
high penetration of DPV - distribution network
- multi-type energy storage
- optimal allocation
- intelligent optimization algorithm