4.7 Article

Distributed Agent Consensus-Based Optimal Resource Management for Microgrids

期刊

IEEE TRANSACTIONS ON SUSTAINABLE ENERGY
卷 9, 期 1, 页码 443-452

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TSTE.2017.2740833

关键词

Consensus algorithm; distributed optimization; energy storage systems; microgrid; multi-agent system; resource management

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This paper considers the optimal resource management problem for microgrids. Microgrids provide a promising approach to fulfil challenges of the integration of distributed renewable generations and energy storage systems. However, the resource management in a microgrid encounters the new difficulty, i.e., supply-demand imbalance, caused by the intermittence of renewable sources. Therefore, an optimal solution is proposed to the resource management by enhancing the communication and coordination under a multiagent system framework. An agent is a participant, for instance, the distributed renewable generator/ energy storage system of the microgrid. With this multiagent system, the distributed optimal solution only utilizes the local information, and interactswith the neighboring agents. Thus, single-node congestion is avoided since the requirement for a central control center is eliminated, and it is robust against single-link/node failures. The analysis will show that the proposed solution can solve the resource management problem in an initialization-free manner. Additionally, the proposed strategy canmaintain the supply-demand balance under a time-varying supply-demand deviation. The simulation studies are carried out for IEEE 14-bus and 162-bus power systems to validate the effectiveness of the proposed distributed solution.

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