基于最优自适应滑模控制(OASMC)的推车双倒立摆镇定

M. Habib, Samuel A. Ayankoso
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引用次数: 0

摘要

倒立摆在不同领域的潜在应用是研究人员进行创新和新发展的主要动力。DIP系统是一个非线性的、固有不稳定的、欠驱动的系统。它有一个输入和多个输出。该系统的数学模型通常是通过牛顿或欧拉-拉格朗日动态方法来表述的。本文旨在通过最优自适应滑模控制(OASMC)分析DIP的稳定性,并为了比较,还开发了LQR控制器。以DIP的线性模型为基础设计控制器。然后,利用MATLAB/Simulink对所开发的控制器进行了非线性DIP模型仿真。为了证明OASMC相对于LQR的有效性,分析了LQR和OASMC控制器的性能。此外,在有无外部干扰(白噪声和正弦波干扰)的情况下,比较了性能结果的鲁棒性和参考跟踪。仿真实验结果表明,OASMC控制器比LQR控制器具有更好的暂态性能和抗干扰能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Stabilization of Double Inverted Pendulum (DIP) on a Cart using Optimal Adaptive Sliding Mode Control (OASMC)
The potential application of an inverted pendulum in different domains is the primary source of motivation for researchers to initiate innovative and new development. A DIP system is a nonlinear, inherently unstable, and underactuated system. It has a single input and multiple outputs. The mathematical model of this system is normally formulated either through Newtonian or Euler-Lagrange dynamic approaches. This article aims to analyze the stability of a DIP through optimal adaptive sliding mode control (OASMC) and for the purpose of comparison, an LQR controller is also developed. The linear model of DIP is used as a base to design the controllers. Then, the developed controllers are simulated with the nonlinear model of DIP using MATLAB/Simulink. To demonstrate the effectiveness of OASMC over LQR, the performance of LQR and OASMC controllers are analyzed. Besides, the performance outcomes were compared in terms of robustness and reference tracking with and without external disturbances (white noise and sine wave disturbances). The simulation test results indicate that the OASMC controller has better transient performance and disturbance rejection capabilities than the LQR controller.
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