微电网的多代理

S. Al-Agtash, Nisrein Al-Mutlaq, M. Elabbas, Asma Alkhraibat, Mohamadian Hashem
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引用次数: 2

摘要

微电网系统的建立是为了整合太阳能和风能可再生能源的发电组合,这些可再生能源通常是间歇性的。本文提出了一种新型的分散多智能体系统,用于微电网的实时安全运行,同时保持发电和负载平衡。代理提供并网模式下的正常操作和孤岛模式下的应急操作,用于故障处理。在微电网运行中,故障处理对于模拟现实场景中可能发生的突发事件和微电网中断尤为重要。利用MATLAB-Simulink和Java代理开发框架技术实现了一个鲁棒的代理设计,以模拟具有负载管理和分布式发电机控制的微电网。德国约旦大学的微电网已被用于夏季和冬季光伏发电和负荷剖面的模拟。结果表明,智能体具有实时运行微电网的能力和协调调节发电负荷的能力。在模拟故障事件中,agent在0.012秒内协调并调整到正常运行,这对于微电网恢复来说是可以忽略不计的时间。这清楚地表明,多智能体系统是实时运行MG的可行方案。
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Multi-Agents for Microgrids
Microgrid systems are built to integrate a generation mix of solar and wind renewable energy resources that are generally intermittent in nature. This paper presents a novel decentralized multi-agent system to securely operate microgrids in real-time while maintaining generation, load balance. Agents provide a normal operation in a grid-connected mode and a contingency operation in an islanded mode for fault handling. Fault handling is especially critical in microgrid operation to simulate possible contingencies and microgrid outages in a real-world scenario. A robust agent design has been implemented using MATLAB-Simulink and Java Agent Development Framework technologies to simulate microgrids with load management and distributed generators control. The microgrid of the German Jordanian University has been used for simulation for Summer and Winter photovoltaic generation and load profiles. The results show agent capabilities to operate microgrid in real-time and its ability to coordinate and adjust generation and load. In a simulated fault incident, agents coordinate and adjust to a normal operation in 0.012 seconds, a negligible time for microgrid restoration. This clearly shows that the multi-agent system is a viable solution to operate MG in real-time.
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