球梁系统模糊PID控制器的设计与评价

Nur Sakinah Abdul Aziz, R. Adnan, M. Tajjudin
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引用次数: 16

摘要

球梁控制系统是专门为研究不稳定系统的非线性控制方法而设计的。球的点很难控制,因为它会在一个横梁上连续移动,使它变得开环不稳定。前人已经成功地将PID控制器应用于这一领域。然而,在系统中加入模糊以方便PID整定,基本上可以简化设计问题。为此,本文提出了一种模糊比例积分导数(fuzzy PID)控制器用于球梁系统位置控制的方法。通过仿真验证了所提控制器的有效性,并与利用Simulink工具箱中的自整定功能得到的PID控制器进行了比较。阶跃响应和输入跟踪的结果表明,与PID相比,所提出的控制器在这两个评估中都具有更好的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design and evaluation of fuzzy PID controller for ball and beam system
Ball and beam control system is specially designed to study nonlinear control methodology on an unstable system. The point of the ball is hard to manage because it will move continuously on a beam, makes it becoming open-loop unstable. PID controller had been successfully applied for this application by previous researchers. However, incorporation of fuzzy in the system to facilitate PID tuning could basically simplify the design problem. Therefore, this paper presents an approach of fuzzy proportional integral derivative (fuzzy PID) controller for position control of ball and beam system. The effectiveness of the proposed controller was verified by simulation and compared with a PID controller obtained using auto-tuned function in Simulink Toolbox. The results from step response and input tracking show that the proposed controller had a better performance in both evaluations compared to PID.
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