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基于NSGA-Ⅲ算法的分布式光伏储能系统优化配置方法

徐强

综合智慧能源2025,Vol.47Issue(1):26-33,8.
综合智慧能源2025,Vol.47Issue(1):26-33,8.DOI:10.3969/j.issn.2097-0706.2025.01.004

基于NSGA-Ⅲ算法的分布式光伏储能系统优化配置方法

Optimization configuration method of distributed photovoltaic energy storage systems based on NSGA-Ⅲ algorithm

徐强1

作者信息

  • 1. 国网滁州供电公司,安徽 滁州 239099
  • 折叠

摘要

Abstract

Under the context of the"dual high"scenario in the power system,where both high renewable energy penetration and rapid growth coexist,challenges arise for the stability of the distribution network.Research into the optimization and configuration of energy storage is crucial for improving the consumption capacity of distributed photovoltaic energy and ensuring the economic and reliable operation of the distribution network.To address the voltage support requirements and economic operation needs of the distribution network,a bi-level multi-objective optimization configuration method for distributed energy storage based on the NSGA-Ⅲ algorithm was proposed.In the outer-layer sitting and sizing model,the location and capacity of distributed energy storage were treated as decision variables,considering total energy storage costs,voltage deviation in the distribution network,and load fluctuations,to improve voltage stability and economic performance.In the inner-layer operational optimization model,the charge/discharge state of the energy storage system was the decision variable,considering the operational revenue after energy storage installation,to improve economic efficiency.The voltage stability index(VSI)was used to identify weak voltage nodes in the system as potential pre-siting nodes to improve solution efficiency.Case study analysis showed that the proposed energy storage configuration scheme and operation optimization strategy can achieve optimal energy storage investment benefits,effectively improve grid voltage quality and power stability,and enhance the operation level of the distribution network.

关键词

可再生能源/分布式储能/配电网/双层优化配置模型/NSGA-Ⅲ算法/电压稳定指数/预选址

Key words

renewable energy/distributed energy storage/distribution network/bi-level optimization configuration model/NSGA-Ⅲ algorithm/voltage stability index/pre-siting

分类

能源科技

引用本文复制引用

徐强..基于NSGA-Ⅲ算法的分布式光伏储能系统优化配置方法[J].综合智慧能源,2025,47(1):26-33,8.

综合智慧能源

2097-0706

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