摘要
随着储能辅助火电机组自动发电控制(AGC)调频示范工程的开展,储能容量优化配置逐渐受到业界关注。针对当前电池储能系统(BESS)容量配置存在的技术与经济性难以制衡的问题,建立辅助单台机组AGC的BESS双层容量配置模型,运行层基于所设计充放电策略以等效寿命损耗和偏差电量比最小为目标以满足运行技术性需求;经济层以K_p补偿收益及全寿命周期成本下年均净收益最大化得出BESS额定功率和容量配置。其次,构建自适应全局和声搜索—多目标粒子群嵌套算法,对辅助机组AGC调频的BESS配置双层模型求解寻优。最后,基于1 000 MW机组某运行日数据,通过仿真计算得出优化配置结果,并分析其经济性和技术性指标,验证该方法的可行性和有效性。
With implementation of demonstrative projects on storage device assisting thermal power units with automatic generation control(AGC)in power grid,extensive attention is paid to the research on optimal configuration of storage capacity.However,it is difficult to reach a balance between technicality and economy for battery energy storage system(BESS)applied in such cases.Firstly,this paper builds a double-layer model.The first layer named as operation layer is set to minimize both equivalent life loss of BESS and bias electricity for optimal operation,while the second layer named as economy layer is built to maximize annual benefit under K_p reimbursement.Secondly,a nested algorithm of self-adaptive global harmony search and multiple objects particle swarm optimization(SGHS-MOPSO)algorithm is constructed to solve this model.Finally,based on operation data of a 1 000 MW-rated unit,capacity configuration results of BESS are optimized by simulation calculation and the feasibility and validity of the proposed method are verified by comparing indicators both in technology and economy.
作者
孙冰莹
杨水丽
刘宗歧
王金浩
常潇
朱燕芳
SUN Bingying;YANG Shuili;LIU Zongqi;WANG Jinhao;CHANG Xiao;ZHU Yanfang(National Key Laboratory of Operation and Control of Renewable Energy and Energy Storage(China Electric Power Research Institute),Beijing 100192,China;School of Electric and Electronic Engineering,North China Electric Power University,Beijing 102206,China;Electric Power Research Institute of State Grid Shanxi Electric Power Company,Taiyuan 030001,China;State Grid Shanxi Electric Power Company,Taiyuan 030001,China)
出处
《电力系统自动化》
EI
CSCD
北大核心
2019年第8期69-77,157,共10页
Automation of Electric Power Systems
基金
国家自然科学基金资助项目(51507160)
国家电网公司科技项目"兆瓦级电池储能提供电网调频应用后评估技术"(DG71-17-005)~~
关键词
自动发电控制
电池储能系统
容量配置
自适应全局和声搜索
多目标粒子群优化
automatic generation control(AGC)
battery energy storage system(BESS)
capacity configuration
self-adaptive global harmony search(SGHS)
multiple objects particle swarm optimization(MOPSO)