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A synchronous reference frame intelligent structure for power control of distributed generators in a microgrid

机译:用于微电网中分布式发电机功率控制的同步参考系智能结构

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This paper presents an adaptive power control scheme capable of online learning and self-tuning for microgrid applications. Conventional PI controllers, typically implemented in synchronous (dq) reference frame, have been traditionally used in power control of distributed generators (DGs). Despite having good behavior in controlling dc variables, these controllers show poor response in case of load changes and high penetration of DGs in the microgrid. In our proposed approach a fuzzy logic inspired critic-based control is combined with traditional PI regulators to consolidate intelligence and robustness in the system. The resulted control scheme is a self-tuning and adaptive control with on-line learning capability. Simulation results verify the superiority and effectiveness of the proposed algorithm compared to traditional approaches.
机译:本文提出了一种适用于微电网应用的在线学习和自我调整能力的自适应功率控制方案。传统上通常在同步(dq)参考帧中实现的常规PI控制器已传统用于分布式发电机(DG)的功率控制中。尽管在控制直流变量方面表现良好,但这些控制器在负载变化和DG在微电网中的渗透率较高的情况下仍显示出较差的响应。在我们提出的方法中,基于模糊逻辑的基于批评者的控制与传统的PI调节器相结合,以巩固系统的智能性和鲁棒性。最终的控制方案是具有在线学习能力的自调整和自适应控制。仿真结果证明了该算法与传统方法相比具有优越性和有效性。

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