Decentralized transactive energy management of multi-microgrid distribution systems based on ADMM

被引:54
|
作者
Rajaei, Ali [1 ]
Fattaheian-Dehkordi, Sajjad [1 ,2 ]
Fotuhi-Firuzabad, Mahmud [1 ,3 ]
Moeini-Aghtaie, Moein [4 ]
机构
[1] Sharif Univ Technol, Dept Elect Engn, Tehran, Iran
[2] Aalto Univ, Dept Elect Engn & Automat, Espoo, Finland
[3] Aalto Univ, Espoo, Finland
[4] Sharif Univ Technol, Dept Energy Engn, Tehran, Iran
关键词
Transactive energy; Distributed management; Alternating direction method of multipliers (ADMM); Multi-microgrid systems; Distribution system; Distributed energy systems; Renewable energy sources; ALTERNATING DIRECTION METHOD; ELECTRIC-POWER; MARKET; OPTIMIZATION; MULTIPLIERS; OPERATION; FRAMEWORK; MECHANISM; MODEL;
D O I
10.1016/j.ijepes.2021.107126
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Presence of microgrids (MGs) and renewable energy sources (RESs) in distribution power systems could result in dramatic changes in operation and planning of these systems. In this regard, operational procedures employed by utilities should take into account the intermittent nature of RESs, while coping with the independent operation of MGs. In this perspective, this paper develops a distributed power management framework based on alternating direction method of multipliers (ADMM) for distribution networks with multi-MG (MMG) structures. The proposed approach develops a transactive signal in the context of ADMM to coordinate operation of MGs in a distributed manner. In this context, the configuration of MMG distribution systems is devised in a way that facilitates modern distributed control of the system by eliminating the role of a central coordinator in traditional distribution systems. Moreover, robust optimization technique is deployed in the MG operational scheduling to handle the uncertainty associated with RESs. Finally, through a numerical case study, the efficiency of the proposed framework to schedule local resources for MMG distribution systems is analyzed.
引用
收藏
页数:11
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