Minimum ISE Fractional-order PID (FOPID) Controller for Ball and Beam Mechanism

M. Tajjudin, Siti Nur Hasinah Johari, S. A. Aziz, R. Adnan
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引用次数: 1

Abstract

In this paper, fractional-order PID controller (FOPID) for ball and beam is being considered. Ball and beam system is one of the control engineering prototypes used to illustrate balancing mechanism of dynamical systems. The challenge in this system is to make the ball to stay on a beam at a desired position while it is naturally unstable during open-loop. This paper demonstrates the results obtained for this application using fractional-order PID (FOPID). FOPID is an improvement of PID controller with more degree of freedom. This paper also presents the effect of different fractional-orders on the closed-loop response. For comparison, FOPID controller that was tuned using FOMCON toolbox integrated in MATLAB software was also presented. The results also demonstrated the comparison between FOPID and PID controller to see the improvement gains from FOPID controller. In overall, FOPID can reduce overshoot in the output response significantly and improved the response speed if the gains are optimally tuned. This research also presented the optimal FOPID gain that was obtained through minimum ISE of output response which is better compared to the one tuned using FOMCON.
球梁机构最小ISE分数阶PID (FOPID)控制器
本文研究了球和梁的分数阶PID控制器。球梁系统是用来说明动力系统平衡机理的控制工程原型之一。该系统的挑战在于,当球在开环过程中自然不稳定时,如何使球保持在期望的位置上。本文演示了分数阶PID (FOPID)在此应用中的结果。FOPID是对PID控制器的改进,具有更大的自由度。本文还讨论了不同分数阶对闭环响应的影响。为了比较,还介绍了利用MATLAB软件集成的FOMCON工具箱对FOPID控制器进行调优的方法。结果还展示了FOPID和PID控制器之间的比较,以了解FOPID控制器的改进增益。总的来说,如果优化增益,FOPID可以显著减少输出响应中的超调,并提高响应速度。本研究还提出了通过输出响应的最小ISE获得的最佳FOPID增益,这比使用FOMCON调谐的增益更好。
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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