PSO-based PID controller design for unwinding tension system of web press

Mei Yang, Shaoru Zhang
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引用次数: 1

Abstract

In this paper, a novel design method for tuning the optimal PID controller parameters for unwinding tension system of web press using the particle swarm optimization (PSO) algorithm is presented. First of all, The three kinds of control system indices ISE, IAE and ITAE are used for optimization. According to PSO principle and tension system mathematical model, PSO-incomplete differential PID control system and PSO-anti-windup incomplete differential PID control system are established respectively, these system improve the control performance of tension. A new objective function is proposed for the tension control requirement of the web press, and the simulation results show that the tension controller based on the evaluation function by PSO can suppress the overshoot, undershoot of tension effectively and improve the printing quality. The method of tuning PID parameter based on PSO is a convenient and effective parameter optimization method for tension control.
基于pso的卷筒纸印刷机放卷张力系统PID控制器设计
提出了一种利用粒子群优化算法对卷筒印刷机放卷张力系统的PID控制器参数进行最优整定的设计方法。首先,利用ISE、IAE和ITAE三种控制系统指标进行优化。根据PSO原理和张力系统数学模型,分别建立了PSO-不完全微分PID控制系统和PSO-抗上卷不完全微分PID控制系统,提高了张力的控制性能。针对卷筒纸印刷机的张力控制要求,提出了一种新的目标函数,仿真结果表明,基于PSO评价函数的张力控制器可以有效地抑制张力过冲、欠冲,提高印刷质量。基于粒子群算法的PID参数整定方法是张力控制中一种方便有效的参数优化方法。
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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