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Optimal Placement of Distributed Energy Resources in a DC Microgrid with Constant Power Loads to Minimize Bus Voltage Deviations and Line Losses

机译:具有恒定功率负载的DC微电网中分布式能量资源的最佳放置,以最大限度地减少总线电压偏差和线路损耗

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This paper presents an optimization algorithm based on Particle Swarm Optimization (PSO) to determine the most optimum buses to connect Distributed Energy Resources (DERs) to a DC microgrid. The optimum buses are those where the deviations in bus voltages from the nominal values and reduction in transmission line losses are minimum. Due to the non-linearities present in the system because of Constant Power Loads (CPLs) and renewable sources, the bus voltages are first determined using the Newton-Raphson (NR) method. Using the NR method and a binary identification scheme, the proposed algorithm then yields the best buses to place the DERs. The results are verified with the simulation results of an IEEE 14-bus modified DC system. Although the study is done for a multi-bus DC system, it can easily be utilized for ring and radial systems of the DC microgrid as well.
机译:本文介绍了基于粒子群优化(PSO)的优化算法,以确定将分布式能量资源(DER)连接到DC Microgrid的最佳总线。最佳总线是来自标称值和传输线损耗降低的总线电压的偏差最小的那些。由于系统中存在的非线性,因为由于恒定功率负载(CPLS)和可再生源,首先使用牛顿-Raphson(NR)方法来确定总线电压。使用NR方法和二进制识别方案,所提出的算法然后产生最佳总线来放置DER。通过IEEE 14-BUS改装直流系统的仿真结果验证了结果。虽然该研究是为多功率DC系统进行的,但也可以容易地用于DC微电网的环和径向系统。

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