Particle Swarm Optimization based design of disturbance rejection PID controllers for time delay systems

K. Khandani, A. Jalali, M. Alipoor
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引用次数: 9

Abstract

In this paper a new method to design PID controllers for time delay systems is presented. Particle Swarm Optimization (PSO) technique is used to obtain optimal parameters of a two-degree-of-freedom (2-DOF) PID controller. Set point tracking is an objective that is to be achieved in presence of disturbance. At first a PD controller as a disturbance rejection controller is designed, and then in the outer loop the main PID controller for tracking the input signal is placed. Since disturbance rejection and set point tracking should be satisfied alongside each other, some considerations are taken into account to choose the most appropriate controller. Using this method, a better response can be achieved in comparison with genetic algorithm.
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基于粒子群算法的时滞系统抗扰PID控制器设计
本文提出了一种设计时滞系统PID控制器的新方法。采用粒子群算法求解二自由度PID控制器的最优参数。设定点跟踪是在存在干扰的情况下实现的目标。首先设计了PD控制器作为抗扰控制器,然后在外环设置了用于跟踪输入信号的主PID控制器。由于干扰抑制和设定点跟踪需要同时满足,因此在选择最合适的控制器时需要考虑一些因素。与遗传算法相比,该方法可以获得更好的响应。
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