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首页> 外文期刊>IEEE Transactions on Power Systems >A PSO Method With Nonlinear Time-Varying Evolution for Optimal Design of Harmonic Filters
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A PSO Method With Nonlinear Time-Varying Evolution for Optimal Design of Harmonic Filters

机译:非线性时变演化的PSO方法在谐波滤波器优化设计中的应用

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摘要

A particle swarm optimization method with nonlinear time-varying evolution (PSO-NTVE) is employed in the planning of large-scale passive harmonic filters for a multibus system under abundant harmonic current sources. The objective is to minimize the cost of the filter, the filters loss, the total harmonic distortion of currents and voltages at each bus simultaneously. In the PSO-NTVE method, parameters are determined by using matrix experiments with an orthogonal array, in which a minimal number of experiments would have an effect that approximates the full factorial experiments. To compare the performance of the proposed PSO-NTVE method with existing ones, five well-known benchmarks are used and the results reveal its superiority over the others. This PSO-NTVE method is then applied to design optimal harmonic filters in a steel plant, where both ac and dc arc furnaces are used and a static var compensator (SVC) is installed. From the results of the illustrative examples, the feasibility of the PSO-NTVE to design an optimal passive harmonic filter of a multibus system is verified.
机译:在具有大量谐波电流源的多总线系统大型无源谐波滤波器的规划中,采用了具有非线性时变演化的粒子群优化方法(PSO-NTVE)。目的是最小化滤波器的成本,滤波器的损耗,同时在每个总线上的电流和电压的总谐波失真。在PSO-NTVE方法中,参数是通过使用带有正交阵列的矩阵实验确定的,其中最少数量的实验将具有近似于完整阶乘实验的效果。为了将提出的PSO-NTVE方法与现有方法的性能进行比较,使用了五个著名的基准,结果表明了其相对于其他基准的优越性。然后,将这种PSO-NTVE方法应用于钢铁厂中设计最佳谐波滤波器的工厂,在该工厂中既使用了交流电弧炉,也使用了直流电弧炉,并安装了静态无功补偿器(SVC)。从说明性示例的结果来看,验证了PSO-NTVE设计多总线系统的最佳无源谐波滤波器的可行性。

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