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Robustness analysis for PID controller optimized using PFPSO for underactuated gantry crane system

机译:使用PFPSO进行PID控制器的鲁棒性分析,对龙门龙门起重机系统进行了优化

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摘要

Gantry Crane System is widely used for material transportation. In this system, uncontrolled oscillation always be found during the moving process. This problem may extend the carrying time and cause safety problem. In this paper, it presents a method for controlling a Gantry Crane System based on Proportional-Integral-Derivative (PID) controller strategy. A combination of the Priority Fitness Scheme and Particle Swarm Optimization (PFPSO) is used to optimize the parameters of PID and PD controller (KP, KI, KD, KPS and KDS). A disturbance rejection control technique in which PID controller is employed to control accurately and robustly the trolley along a desired position with the minimize payload oscillation. Results from the simulation study clearly show that PID controller is a robust controller as a disturbance rejection and able to move the trolley to a desired position with minimize payload oscillation.
机译:龙门起重机系统广泛用于材料运输。在该系统中,在移动过程中始终找到不受控制的振荡。此问题可能延长携带时间并引起安全问题。在本文中,它提出了一种用于控制基于比例 - 积分 - 衍生(PID)控制器策略的龙门起重机系统的方法。优先健身方案和粒子群优化(PFPSO)的组合用于优化PID和PD控制器(KP,KI,KD,KPS和KDS)的参数。一种扰动拒绝控制技术,其中PID控制器被采用沿着所需位置准确地控制手推车,最小化有效载荷振荡。仿真研究的结果清楚地表明,PID控制器是一种稳健的控制器,作为扰动抑制,能够将手推车移动到所需位置,以最小化有效载荷振荡。

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