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An improved differential evolution algorithm–based optimal series compensation voltage control strategy for an active distribution network

机译:改进的基于差分进化算法的有源配电网最优串联补偿电压控制策略

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摘要

A distribution network with distributed generation (DG) is usually called an active distribution network. The voltage quality in an active distribution network tends to degrade because of the bidirectional power flowin the network and the random output characteristic of DG. Existing voltage control methods cannot effectively address this issue. In this article, an improved differential evolution (DE) algorithm–based optimal series compensation voltage control method for an active distribution network is presented. It is assumed that the series compensating voltage is produced flexibly by modern power electronics equipment. The quantitative relationship connecting the node voltage deviation, network power loss and compensating voltage is analysed. The optimal control model, including the power loss and load node voltage, is constructed. Then an improved DE algorithm is proposed to solve the optimal model, which combines the standard DE approach with the simulated annealing and adaptive mutation operator method. The optimal controlmodel can be solved effectively by the improved algorithm. A simulation model is developed based on the IEEE 33 standard distribution network with DG. Simulation results confirm the validity of the optimal control model and the advantages of the improved DE algorithm.
机译:具有分布式发电(DG)的配电网络通常称为主动配电网络。有源配电网络中的电压质量趋于下降,这是因为网络中存在双向功率流以及DG的随机输出特性。现有的电压控制方法不能有效地解决这个问题。在本文中,提出了一种基于改进的差分进化(DE)算法的有源配电网最优串联补偿电压控制方法。假设现代电力电子设备可以灵活地产生串联补偿电压。分析了节点电压偏差,网络功率损耗和补偿电压之间的定量关系。构建了包括功率损耗和负载节点电压在内的最优控制模型。然后提出了一种改进的DE算法来求解最优模型,该算法将标准DE方法与模拟退火和自适应变异算子方法相结合。改进的算法可以有效地解决最优控制模型。基于带有DG的IEEE 33标准分发网络,开发了一个仿真模型。仿真结果证实了最优控制模型的有效性以及改进的DE算法的优点。

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