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Artificial Bee Colony Optimization for Optimal Reactive Power Dispatch Incorporating FACTS Devices

机译:结合FACTS装置的无功优化人工蜂群优化

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摘要

This paper illustrates, for the first time, the use of artificial bee colony optimization (ABC) technique to study optimal reactive power dispatch (ORPD) in power system with the use of flexible AC transmission systems (FACTS). FACTS controller cannot only increase the power transmission capacity without installing new transmission lines, but they can also enhance voltage profile and reduce transmission loss in power system. Two types of FACTS devices namely, thyristor-controlled series capacitor (TCSC) and thyris tor-controlled phase shifter (TCPS) are considered in this paper. A standard IEEE 30-bus test system with multiple TCSC and TCPS devices is used for two different objective functions to validate the performance of the proposed method. The simulation results demonstrates the ability of the ABC to produce better optimal solutions compared to particle swarm optimization with inertia weight approach (PSOIWA) and real coded genetic algorithm (RGA).
机译:本文首次说明了使用人工蜂群优化(ABC)技术通过柔性交流输电系统(FACTS)研究电力系统中的最佳无功功率分配(ORPD)。 FACTS控制器不仅可以在不安装新传输线的情况下增加输电能力,而且还可以增强电压分布并减少电力系统中的传输损耗。本文考虑了两种类型的FACTS器件,即晶闸管控制的串联电容器(TCSC)和晶闸管控制的移相器(TCPS)。具有两个TCSC和TCPS设备的标准IEEE 30总线测试系统用于两个不同的目标功能,以验证所提出方法的性能。仿真结果表明,与采用惯性权重方法(PSOIWA)和实数编码遗传算法(RGA)的粒子群优化算法相比,ABC能够产生更好的最佳解决方案。

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