电力建设2017，Vol.38Issue(4)：71-78,8.DOI:10.3969/j.issn.1000-7229.2017.04.010
基于目标机会约束规划的储能容量优化配置模型
An Optimal Allocation Model of Energy Storage Capacity Based on Goal-Chance Constrained Programming
摘要
Abstract
Considering the impact of high renewable energy penetration on the power and energy balance and flexible operation demands of active distribution network, this paper proposes a capacity allocation method of energy storage based on goal-chance constrained programming.Firstly, we analyze the power demand and flexibility demand problems of active distribution network with high penetration of renewable energy under the typical 'duck type net load curve' scenario.To deal with that, we propose a goal-chance constrained programming method for the optimal allocation of energy storage resources, which aims optimize the balance of power demand margin and flexibility demand margin.Finally, we verify the effectiveness of the proposed model through the test cases.The simulation results show that the proposed energy storage capacity allocation model and its coordinated operation scheme can effectively achieve the power balance demand and flexible goals in the typical 'duck type net load curve' scenario with high penetration of renewable energy integration.关键词
高比例可再生能源/储能容量优化/不确定性/主动配电网/目标机会约束规划Key words
high renewable energy penetration/capacity optimization of energy storage/uncertainty/active distribution network/goal-chance constrained programming分类
信息技术与安全科学引用本文复制引用
韩为超,刘俊勇,向月,唐权,胥威汀,苟竞,卢天琪..基于目标机会约束规划的储能容量优化配置模型[J].电力建设,2017,38(4):71-78,8.基金项目
国家高技术研究发展计划项目(863计划)(2014AA051901) （863计划）
四川大学引进人才科研启动基金(1082204112089) （1082204112089）
四川省科技厅应用基础项目(2015JY0128) （2015JY0128）
Project supported by National High Technology Research and Development Program of China (863 Program) (2014AA051901) （863 Program）
Scientific Foundation for Talented Program of Sichuan University (1082204112089) （1082204112089）
Scientific Fundmental Project of Sichuan Province (2015JY0128) （2015JY0128）
