An ADMM- based Distributed Algorithm for Economic Dispatch in Multi-energy Systems

被引:0
|
作者
Wang, Zhibin [1 ]
Zhu, Shanying [1 ]
Ding, Tie [1 ]
Ding, Tao [2 ]
Li, Fangxing [3 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Automat, Shanghai, Peoples R China
[2] Xi An Jiao Tong Univ, Sch Elect Engn, Xian, Peoples R China
[3] Univ Tennessee, Dept Elect Engn & Comp Sci, Knoxville, TN USA
关键词
Multi-energy systems; economic dispatch; distributed algorithm; ADMM; COMBINED HEAT; OPTIMIZATION; CONSENSUS;
D O I
10.1109/PESGM46819.2021.9637918
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Multi-energy systems (MESs) whereby various energy carriers are coordinated at various levels have definite improvements over traditional separate energy systems economically and environmentally. Concentrations on economic dispatch (ED) problem in MESs are increasing to achieve more efficient performance. However, most existing methods use a centralized framework which suffers from large cost of long-distance communications and low robustness in large-scale systems. This paper studies the ED problem in MESs with energy storages in a distributed manner, where local agents cooperate to minimize the overall generation cost based on information from neighboring agents only. By handling the non-convexity incurred by the coupling among different energy carriers and energy storages, a distributed algorithm based on ADMM and dynamic consensus mechanism is proposed. The effectiveness of the proposed algorithm are verified through a set of case studies.
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页数:5
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