电测与仪表2023，Vol.60Issue(12)：44-50,7.DOI:10.19753/j.issn1001-1390.2023.12.006
基于ADMM算法的多主体综合能源系统分布式协同优化研究
Research on distributed cooperative optimization of multi-agent integrated energy system based on ADMM algorithm
摘要
Abstract
Aiming at the distributed scheduling problem of multi-park integrated energy system,this paper constructs the multi-agent architecture of multi-park integrated energy system,proposes a basic framework of distributed economic sched-uling,and establishes a centralized optimal scheduling model of multi-decision agents.Alternating direction multiplier method is used to introduce the power coordination variable to decouple the mutual aid power between parks,The distribu-ted scheduling model and algorithm based on ADMM are constructed to achieve optimization results almost consistent with that of the centralized optimization scheduling.Meanwhile,the defects of the centralized method,such as low information privacy security,high communication cost,complex modeling,and great difficulty in solving,are overcome.Finally,tak-ing simple and complex multi-park integrated energy system as examples,the computational performance of ADMM algo-rithm and its characteristics and advantages over centralized method are verified.关键词
园区综合能源系统/分布式经济调度/多主体架构/交替方向乘子法Key words
park integrated energy system/distributed economic dispatch/multi-agent architecture/ADMM分类
信息技术与安全科学引用本文复制引用
黄海涛,查俊吉,陈曦,林建..基于ADMM算法的多主体综合能源系统分布式协同优化研究[J].电测与仪表,2023,60(12):44-50,7.基金项目
国家自然科学基金资助项目(71203137) （71203137）
上海市科学技术委员会科研计划项目(18DZ1203200) （18DZ1203200）
