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Decentralized reactive power control of distributed PV and wind power generation units using an optimized fuzzy-based method

机译:分布式光伏和风力发电机组的分散无功控制基于优化的模糊方法

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The presence of power electronic-based wind turbines and photovoltaic systems in distribution networks has provided distribution companies an opportunity to implement voltage control through using the reactive power of these systems. In this paper, a decentralized method based on fuzzy logic is proposed to control the reactive power of distributed generations (DGs) regarding the technical constraints. The fuzzy system is optimized by gradient descent algorithm (GDA) and then implemented on various DG technologies including a photovoltaic (PV) system, permanent magnet synchronous generator (PMSG) wind turbine and also a doubly fed induction generator (DFIG) wind turbine. The system under study is tied to a real distribution network. Having simulated the system, the paper shows that the fuzzy system can appropriately determine the desired reactive power that should be produced by each DG based on the voltage variation of the bus at which the DG is connected. Furthermore, a centralized voltage control is also applied to the same network to verify the performance of the method proposed. The verification indicates that the method is capable of finding the near-optimal solution. A scenario in which an unwanted conflict appears in the DGs' function is defined in detail and then a strategy is presented to resolve the situation. In addition to this, the coordination between the stator of the wind turbines and grid side converter (GSC) is examined. To investigate the robustness of the proposed method in different distribution networks, simulation results are also presented for IEEE 33-bus distribution test system. The numerical results show that the fuzzy system can effectively control the voltage of the DG connection bus. (C) 2016 Elsevier Ltd. All rights reserved.
机译:配电网络中基于电力电子的风力涡轮机和光伏系统的存在,为配电公司提供了使用这些系统的无功功率实施电压控制的机会。本文提出了一种基于模糊逻辑的分散方法来控制分布式发电机无功功率的技术约束。模糊系统通过梯度下降算法(GDA)进行优化,然后在各种DG技术上实施,包括光伏(PV)系统,永磁同步发电机(PMSG)风力涡轮机以及双馈感应发电机(DFIG)风力涡轮机。所研究的系统与真实的分销网络绑定在一起。对系统进行了仿真后,本文表明模糊系统可以根据连接DG的总线的电压变化,适当地确定每个DG应产生的期望无功功率。此外,集中电压控制也应用于同一网络,以验证所提出方法的性能。验证表明该方法能够找到接近最优的解决方案。详细定义了在DG的功能中出现不必要的冲突的情况,然后提出了解决该问题的策略。除此之外,还检查了风力涡轮机定子与电网侧变流器(GSC)之间的配合。为了研究该方法在不同配电网中的鲁棒性,还针对IEEE 33总线配电测试系统给出了仿真结果。数值结果表明,模糊系统可以有效地控制DG连接母线的电压。 (C)2016 Elsevier Ltd.保留所有权利。

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