基于粒子群优化技术的分数阶PID控制器整定及其在直流电机调速中的应用

R. Jain, M. Aware, A. Junghare
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引用次数: 45

摘要

介绍了一种用于直流电机调速的分数阶PID控制器的设计。与传统PID相比,FOPID在控制高阶系统方面具有更强的灵活性和可靠性。FOPID具有等阻尼特性,增强了系统对增益变化的闭环响应的鲁棒性。针对FOPID控制器参数调整问题,采用粒子群优化算法对FOPID控制器参数进行优化。峰值超调量、上升时间和沉降时间是影响PSO最小化的重要因素。仿真结果验证了所提出的工作,并证明了FOPID控制器与PID控制器相比在鲁棒性和控制效果方面的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Tuning of Fractional Order PID controller using particle swarm optimization technique for DC motor speed control
Design of Fractional Order PID controller (FOPID) for speed regulation of DC motor is presented in this paper. In comparison with conventional PID, FOPID is more flexible and trustworthy to control higher order systems. The FOPID exhibits the Iso-damping property to enhance the robustness of closed loop response of the system against gain variations. According to parameters adjustment problems of FOPID controller, particle swarm optimization (PSO) algorithm is adopted to optimize FOPID controller parameters. Peak overshoot, rise time and settling time are considered as important factors to minimize using PSO technique. Simulation results give validation of the proposed work and provide effectiveness of FOPID controller in terms of robustness and control effect as compared to PID controller.
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