电源学报2024,Vol.22Issue(1) :101-109.DOI:10.13234/j.issn.2095-2805.2024.1.101

考虑寿命损耗的微网电池储能容量优化配置

Optimal Configuration of Battery Energy Storage Capacity of Microgrid Considering Life Loss

冯紫妍 许仪勋 汪凯琳 殷煌凯
电源学报2024,Vol.22Issue(1) :101-109.DOI:10.13234/j.issn.2095-2805.2024.1.101

考虑寿命损耗的微网电池储能容量优化配置

Optimal Configuration of Battery Energy Storage Capacity of Microgrid Considering Life Loss

冯紫妍 1许仪勋 1汪凯琳 1殷煌凯1
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作者信息

  • 1. 上海电力大学电气工程学院,上海 200090
  • 折叠

摘要

针对微电网中电池储能设备折损过快和容量配置过高的问题,文中建立了考虑寿命损耗的微电网电池储能容量优化配置模型,并提出了一种基于固定日循环次数的电池储能寿命损耗成本计算方法,该方法结合了分段线性化思想和场景分析法,可通过优化电池储能的放电深度和日循环次数从而有效延长其寿命年限.此外,考虑到风光出力和负荷功率的不确定性,文中引入了两阶段鲁棒优化模型,并用列和约束生成算法求解.最后,通过算例验证了新模型在不同不确定度和不同电池储能单位价格下的有效性.

Abstract

Aimed at the problems of fast loss and high capacity configuration of battery energy storage equipment in microgrid,an optimal configuration model of battery energy storage capacity of microgrid considering life loss is established in this paper.In addition,a cost calculation method for the battery energy storage life loss based on fixed daily cycle times is also proposed.This method combines the piecewise linearization idea and the scenario analysis method,and it can effectively extend the lifetime by optimizing the discharging depth and daily cycle times of battery energy storage.Moreover,considering the uncertainties in wind power output and load power,a two-stage robust optimization model is introduced,which is further solved by the column-and-constraint generation algorithm.Finally,the effectiveness of the novel model under different uncertainties and different unit prices of battery energy storage is verified by numerical examples.

关键词

微电网/两阶段鲁棒优化/电池储能寿命/容量配置

Key words

Microgrid/two-stage robust optimization/battery energy storage life/capacity configuration

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基金项目

国家自然科学基金资助项目(51807114)

出版年

2024
电源学报
中国电源学会,国家海洋技术中心

电源学报

CSCD北大核心
影响因子:0.7
ISSN:
被引量1
参考文献量7
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