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Multiagent System for Real-Time Operation of a Microgrid in Real-Time Digital Simulator

机译:实时数字模拟器中微电网实时操作的多智能体系统

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This paper presents a multiagent system (MAS) for real-time operation of a microgrid. The proposed operational strategy is mainly focused on generation scheduling and demand side management. In generation scheduling, schedule coordinator agent executes a two-stage scheduling: day-ahead and real-time scheduling. The day-ahead scheduling finds out hourly power settings of distributed energy resources (DERs) from a day-ahead energy market. The real-time scheduling updates the power settings of the distributed energy resources by considering the results of the day-ahead scheduling and feedback from real-time operation of the microgrid in real-time digital simulator (RTDS). A demand side management agent performs load shifting before the day-ahead scheduling, and does load curtailing in real-time whenever it is necessary and possible. The distributed multiagent model proposed in this paper provides a common communication interface for all components of the microgrid to interact with one another for autonomous intelligent control actions. Furthermore, the multiagent system maximizes the power production of local distributed generators, minimizes the operational cost of the microgrid, and optimizes the power exchange between the main power grid and the microgrid subject to system constraints and constraints of distributed energy resources. Outcome of simulation studies demonstrates the effectiveness of the proposed multiagent approach for real-time operation of a microgrid.
机译:本文提出了一种用于微电网实时运行的多智能体系统(MAS)。所提出的运营策略主要集中在发电调度和需求侧管理上。在发电调度中,调度协调器代理执行两阶段调度:提前调度和实时调度。日前调度可从日前能源市场中找出分布式能源的小时功率设置。实时调度通过考虑日前调度的结果以及实时数字模拟器(RTDS)中微电网的实时运行反馈来更新分布式能源的功率设置。需求方管理代理在日程安排之前执行负载转移,并在必要和可能的情况下实时进行负载缩减。本文提出的分布式多主体模型为微电网的所有组件提供了一个通用的通信接口,以相互交互以实现自主的智能控制动作。此外,多代理系统在系统约束和分布式能源约束的情况下,最大程度地提高了本地分布式发电机的发电量,最小化了微电网的运营成本,并优化了主电网与微电网之间的电力交换。仿真研究的结果证明了所提出的多代理方法对于微电网的实时操作的有效性。

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