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电池储能系统最优容量与合同价格的双层优化规划方法

刘译聪 牛淑娅 杨洋 刘文霞 李永贤 刘座铭

电力建设2017,Vol.38Issue(11):97-104,8.
电力建设2017,Vol.38Issue(11):97-104,8.DOI:10.3969/j.issn.1000-7229.2017.11.013

电池储能系统最优容量与合同价格的双层优化规划方法

Bi-Level Optimization Planning Method of Battery Energy Storage System Optimal Capacity and Contract Price

刘译聪 1牛淑娅 2杨洋 1刘文霞 1李永贤 3刘座铭4

作者信息

  • 1. 新能源电力系统国家重点实验室(华北电力大学),北京市102206
  • 2. 国网天津市电力公司城西供电分公司,天津市300110
  • 3. 国网宁夏电力公司,银川市750001
  • 4. 国网吉林省电力有限公司电力科学研究院,长春市130012
  • 折叠

摘要

Abstract

Battery energy storage system ( BESS) with abilities of both power supply and storage has become important control measure of power grid optimizing operation. With the application scenarios that battery independent operators invest BESS at the distribution network level, and distribution company ( DISCO) guides the charging and discharging strategy of BESS in the form of contract price, this paper proposes a bi-level optimization planning method of BESS optimal capacity and contract price. In view of the model solving process easy to fall into local optimum, this paper improves adaptive weighted formula of particle swarm algorithm, introduces the Cauchy-Gaussian reduction mutation factor, as well as disturbs and adjusts the local optimum extremum. IEEE-33 nodes distribution system is taken as an example to verify the validity and feasibility of the model.

关键词

电池储能系统/合同电价/最优容量配置/改进粒子群算法/双层规划

Key words

battery energy storage system/contract price/optimal capacity allocation/improved particle swarm algorithm/bi-level optimization planning

分类

信息技术与安全科学

引用本文复制引用

刘译聪,牛淑娅,杨洋,刘文霞,李永贤,刘座铭..电池储能系统最优容量与合同价格的双层优化规划方法[J].电力建设,2017,38(11):97-104,8.

基金项目

国家电网公司科技项目(B3441317K002) (B3441317K002)

电力建设

OA北大核心CSTPCD

1000-7229

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