Comparative Analysis of Modern Control Schemes in Improved Dynamics of Inverted Pendulum

Faizan Jan, S. Bhat, Amir Iqbal, Danish Itoo, Abdul Rouf, Shoeb Hussain
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引用次数: 2

Abstract

Inverted Pendulum is used as benchmark test in Control System Engineering. As a result, controller which shows robust performance on Inverted Pendulum should be robust for most non-linear systems. This paper presents a study of control schemes like PID, FLC and ANFIS for Inverted Pendulum. Comparative analysis of these modern control schemes on Full State Feedback (FSF) model of Inverted Pendulum is carried out to first stabilize the unstable Inverted Pendulum using LQR and then choose the satisfactory results of controllers on the basis of parameters like overshoot, rise time, settling time, control input required, disturbance rejection and reference tracking etc. MATLAB Simulation of Inverted Pendulum has been presented to compare the behavior and suitability of these control schemes.
倒立摆改进动力学中现代控制方案的比较分析
倒立摆在控制系统工程中被用作基准试验。因此,对倒立摆具有鲁棒性能的控制器对大多数非线性系统也应具有鲁棒性。本文研究了倒立摆的PID、FLC和ANFIS控制方案。针对倒立摆的全状态反馈(FSF)模型,对各种现代控制方案进行了对比分析,首先利用LQR对不稳定的倒立摆进行稳定,然后根据超调量、上升时间、沉降时间、所需控制输入、抗干扰和参考跟踪等参数选择满意的控制器结果。通过对倒立摆的MATLAB仿真,比较了各控制方案的性能和适用性。
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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