4.7 Article

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

期刊

IEEE TRANSACTIONS ON SMART GRID
卷 13, 期 3, 页码 2107-2120

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TSG.2022.3147370

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

资金

  1. National Natural Science Foundation of China [51907031]
  2. Guangdong Basic and Applied Basic Research Foundation (Guangdong-Guangxi Joint Foundation) [2021A1515410009]
  3. Research Project of Digital Grid Research Institute, China Southern Power Grid [YTYZW20010]
  4. VILLUM FONDEN [25920]

向作者/读者索取更多资源

This paper proposes a distributed robust model predictive control (DRMPC)-based energy management strategy for islanded multi-microgrids to address the issues caused by uncertain renewable energy output in microgrid systems. This strategy combines the advantages of robust optimization and model predictive control, and forms a dynamic energy trading market to enhance the overall economy of the multi-microgrid system.
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.

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