A Fractional PID Controller Based on Particle Swarm Optimization Algorithm

Yinglei Song
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引用次数: 7

Abstract

Fractional PID controller is a convenient fractional structure that has been used to solve many problems in automatic control. The fractional scale proportional-integral-differential controller is a generalization of the integer order PID controller in the complex domain. By introducing two adjustable parameters  and , the controller parameter tuning range becomes larger, but the parameter design becomes more complex. This paper presents a new method for the design of fractional PID controllers. Specifically, the parameters of a fractional PID controller are optimized by a particle swarm optimization algorithm. Our simulation results on cold rolling APC system show that the designed controller can achieve control accuracy higher than that of a traditional PID controller.
基于粒子群优化算法的分数阶PID控制器
分数阶PID控制器是一种方便的分数阶结构,已用于解决自动控制中的许多问题。分数阶比例-积分-微分控制器是整数阶PID控制器在复域上的推广。通过引入两个可调参数和,控制器参数的整定范围变大,但参数设计变得更加复杂。本文提出了一种设计分数阶PID控制器的新方法。具体而言,采用粒子群优化算法对分数阶PID控制器的参数进行优化。对冷轧APC系统的仿真结果表明,所设计的控制器可以达到比传统PID控制器更高的控制精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
0.40
自引率
0.00%
发文量
25
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