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Event-triggered hybrid control strategy based on hybrid automata and decision tree for microgrid

机译:基于混合自动机和决策树的微电网事件触发混合控制策略

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摘要

The event-triggered hybrid control is proposed in this study to realise multi-model switching when the microgrid system is operating in the island mode. The hybrid control includes decentralised control strategy and coordinated control strategy. Firstly, control commands in the hybrid control strategy are triggered by the event triggering mechanism including trigger events and trigger conditions. When a trigger condition is met, the corresponding event is triggered to execute the corresponding control command. Secondly, the microgrid system is divided into an upper control layer and a lower execution layer by using the multi-agent system theory. For the upper control layer, a coordinated control strategy based on decision tree algorithm is designed, which can not only issue switching control commands to the lower execution layer, but also reduce the number of switching, improve system stability, and enrich the control strategy. For the lower execution layer, a decentralised control strategy is designed to realise distributed operation of the underlying units. Finally, the model of hybrid automata of each unit is established to ensure the smooth switching of working modes of each unit. The simulation results verify the effectiveness of the event-triggered hybrid control strategy for controlling the microgrid.
机译:在微电网系统以孤岛模式运行时,本研究提出了事件触发的混合控制,以实现多模式切换。混合控制包括分散控制策略和协调控制策略。首先,混合控制策略中的控制命令由事件触发机制触发,包括触发事件和触发条件。当满足触发条件时,触发相应的事件以执行相应的控制命令。其次,利用多智能体系统理论将微网格系统分为上层控制层和下层执行层。针对上层控制层,设计了一种基于决策树算法的协调控制策略,该策略不仅可以向下层执行层发出切换控制命令,还可以减少切换次数,提高系统稳定性,丰富控制策略。对于较低的执行层,设计了分散控制策略以实现底层单元的分布式操作。最后,建立了每个单元的混合自动机模型,以确保每个单元的工作模式的平稳切换。仿真结果验证了事件触发的混合控制策略对微电网控制的有效性。

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