Design of a Three-Phase PWM Rectifier Based on Improved Whale Optimization Algorithm Optimized Fuzzy Control

Xiaosong Tian, Meiguang Jiang, Congguo Jiang, Guangya Liu, Jun Zhang, Xiangwen Lv, Weijiang Yang, Ruoyu Yang
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Abstract

To address the issues of slow dynamic response and insufficient anti-interference capability in the traditional voltage outer-loop PI control of three-phase PWM rectifiers, this paper proposes a control strategy based on an improved Whale Optimization Algorithm (WOA) optimized variable domain fuzzy PID. First, a voltage outer-loop control model is established in the two-phase rotating dq coordinate system. Second, to improve the slow dynamic response of the traditional PI voltage outer loop, fuzzy control combined with PI control is introduced, incorporating correction factors for the proportional and integral coefficients. Then, to better adapt the fuzzy PI control to the nonlinear characteristics of voltage and current, the Whale Optimization Algorithm is used to optimize the scaling factors of the variable domain fuzzy control, thereby solving the problem that traditional control cannot adjust parameters in real time. Finally, a system model is built in Matlab/Simulink for simulation experiments under step changes in DC voltage reference and load. The results show that after applying the improved WOA-optimized fuzzy PI control, the total harmonic distortion of the current is significantly reduced, the DC voltage recovery time is shortened with less overshoot, and the system dynamic response speed and disturbance robustness are improved.

Abstract Image

基于改进Whale优化模糊控制算法的三相PWM整流器设计
针对传统三相PWM整流器电压外环PI控制存在动态响应慢、抗干扰能力不足的问题,提出了一种基于改进的Whale优化算法(WOA)优化变域模糊PID的控制策略。首先,在两相旋转dq坐标系下建立了电压外环控制模型;其次,针对传统PI电压外环动态响应慢的问题,引入模糊控制与PI控制相结合的方法,对比例系数和积分系数进行校正。然后,为了使模糊PI控制更好地适应电压和电流的非线性特性,采用Whale优化算法对变域模糊控制的比例因子进行优化,从而解决传统控制不能实时调整参数的问题。最后,在Matlab/Simulink中建立了系统模型,进行了直流基准电压和负载阶跃变化下的仿真实验。结果表明,采用改进的woa优化模糊PI控制后,电流的总谐波畸变显著降低,直流电压恢复时间缩短,超调量减小,系统动态响应速度和扰动鲁棒性得到提高。
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CiteScore
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