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多微电网系统优化调度的混合博弈模型及求解

李敏 程杉 陈梓铭 薛飞 徐恒山 王灿

电力系统及其自动化学报2023,Vol.35Issue(12):12-19,8.
电力系统及其自动化学报2023,Vol.35Issue(12):12-19,8.DOI:10.19635/j.cnki.csu-epsa.001204

多微电网系统优化调度的混合博弈模型及求解

Hybrid Game Model for Optimal Scheduling of Multi-microgrid System and Its Solution

李敏 1程杉 1陈梓铭 2薛飞 3徐恒山 1王灿1

作者信息

  • 1. 智慧能源技术湖北省工程研究中心(三峡大学),宜昌 443002
  • 2. 中国长江电力股份有限公司,宜昌 443000
  • 3. 国网宁夏电力有限公司电力科学研究院,银川 750001
  • 折叠

摘要

Abstract

With the consideration of different interests of microgrid(MG)and microgrid aggregator(MA),a double-layer optimal scheduling model for a multi-microgrid system(MMS)based on hybrid game and its solving method are proposed.First,a model of Stackelberg game between the MA and MMS in the upper-layer and a model of cooperative game among MGs in the lower-layer are constructed,respectively.The maximization of MA revenue is taken as an objec-tive function in the upper-layer,while the minimization of the operation cost of MMS cooperative alliance is taken as an objective function in the lower-layer and the Shapley value method is used to distribute benefits within the alliance.Sec-ond,the particle swarm optimization algorithm is used in the upper-layer to solve the internal transaction price,which is further transferred to the lower-layer.Afterwards,the alternating direction method of multipliers is used in the lower-layer to perform distributed optimal scheduling on the decoupled MGs based on the internal transaction price.Finally,the validity and effectiveness of the proposed model are verified by simulations of a numerical example.

关键词

微电网/聚合商/Stackelberg博弈/合作博弈/分布式求解/交替方向乘子法

Key words

microgrid(MG)/aggregator/Stackelberg game/cooperative game/distributed solution/alternating direc-tion method of multipliers(ADMM)

分类

信息技术与安全科学

引用本文复制引用

李敏,程杉,陈梓铭,薛飞,徐恒山,王灿..多微电网系统优化调度的混合博弈模型及求解[J].电力系统及其自动化学报,2023,35(12):12-19,8.

基金项目

国家自然科学基金资助项目(52107108) (52107108)

电力系统及其自动化学报

OA北大核心CSCDCSTPCD

1003-8930

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