基于鲸鱼优化算法的电能质量改进并联有源滤波器

Abhishek Srivastava, D. Das
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引用次数: 1

摘要

针对并联型有源电力滤波器,设计了一种基于Whale优化算法(WOA)的PI控制器。对于非线性负载注入源的谐波电流,采用自整定滤波器进行估计。为了控制直流电压到一个恒定的值,一个PI控制器被使用。使用WOA调整控制器的增益(KP和KI),从而可以提高跟踪性能。而产生门信号则采用简单的脉宽调制(PWM)技术。为了验证这种控制方法,设计了仿真模型,并在MATLAB/SIMULINK中进行了仿真。并将所得结果与常规的控制器参数值获取方法进行了比较。结果表明,该方法能较好地抑制系统中的谐波污染。
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A Whale Optimization Algorithm Based Shunt Active Power Filter for Power Quality Improvement
In this paper, a Whale Optimization Algorithm (WOA) based PI controller is designed for Shunt Active Power Filter (SAPF). For estimating the harmonic current injected in source by non-linear load, self-tuning filter is used. To control the DC-link voltage to a constant value, a PI controller is used. The gains of the controller (KP and KI) are tuned using WOA such that tracking performance can be improved. While for generating gate signal a simple Pulse Width Modulation (PWM) technique has been used. To verify this control method a simulation model has been designed and simulated in MATLAB/SIMULINK. The obtained results are compared with the conventional method used for obtaining the parameter values of this controller. The result shows that this proposed method gives better results in suppressing the harmonic pollution in the system.
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