Distributed Robust Model Predictive Control-Based Energy Management Strategy for Islanded Multi-Microgrids Considering Uncertainty

被引:87
|
作者
Zhao, Zhuoli [1 ]
Guo, Juntao [1 ]
Luo, Xi [1 ]
Lai, Chun Sing [1 ,2 ]
Yang, Ping [3 ]
Lai, Loi Lei [1 ]
Li, Peng [4 ]
Guerrero, Josep M. [5 ]
Shahidehpour, Mohammad [6 ,7 ]
机构
[1] Guangdong Univ Technol, Sch Automat, Dept Elect Engn, Guangzhou 510006, Peoples R China
[2] Brunel Univ London, Brunel Interdisciplinary Power Syst Res Ctr, Dept Elect & Elect Engn, London UB8 3PH, England
[3] South China Univ Technol, Guangdong Key Lab Clean Energy Technol, Guangzhou 510640, Peoples R China
[4] China Southern Power Grid, Digital Grid Res Inst, Guangzhou 510663, Peoples R China
[5] Aalborg Univ, Villum Ctr Res Microgrids, AAU Energy, DK-9220 Aalborg, Denmark
[6] IIT, Elect & Comp Engn Dept, Chicago, IL 60616 USA
[7] King Abdulaziz Univ, ECE Dept, Jeddah 21589, Saudi Arabia
基金
中国国家自然科学基金;
关键词
Microgrids; Renewable energy sources; Uncertainty; Energy management; Optimization; Costs; Predictive control; Multi-microgrids; energy management; distributed robust model predictive control; game theory; renewable energy; NETWORKED MICROGRIDS; OPERATION; SCHEDULE;
D O I
10.1109/TSG.2022.3147370
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
A microgrid is considered to be a smart power system that can integrate local renewable energy effectively. However, the intermittent nature of renewable energy causes operating pressure and additional expense in maintaining the stable operation by the energy management system in a microgrid. The structure of multi-microgrids provides the possibility to construct flexible and various energy trading framework. In this paper, in order to reduce the adverse effects of uncertain renewable energy output, a distributed robust model predictive control (DRMPC)-based energy management strategy is proposed for islanded multi-microgrids. This strategy balances the robustness and economy of single-microgrid system operation by combining the advantages of robust optimization and model predictive control, while coping with the uncertainty of renewable energy sources. Furthermore, a dynamic energy trading market is formed among microgrids, which can enhance the overall economy of the multi-microgrids system. Simulation results verify the feasibility of the proposed DRMPC strategy.
引用
收藏
页码:2107 / 2120
页数:14
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