采用鲁棒预测控制的变参数线性系统完整轮式移动机器人

IF 1.8 4区 工程技术 Q3 ENGINEERING, MECHANICAL
Mostafa Jalalnezhad, Carlos Rodriguez-Benites, Neha Biju, M. K. Sharma
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引用次数: 0

摘要

线性变参数系统(LPV)是一类非常特殊的非线性系统,适用于控制参数变化的动态系统。因此,本论文提出了利用变参数线性系统进行控制器设计和稳定性分析的问题。所设计的控制器必须能够减少干扰对输出的不利影响,为此,在本研究中,通过在 \(H_{2}\) 和 \(H_{infty }\) 两个函数之间建立折中,并将它们与抗干扰模型的预期控制相结合,实现了一种可以用来消除干扰影响的合适方法。本研究设计的控制器在外部扰动存在的情况下,在稳定系统的同时,降低了外部扰动对系统控制下输出的影响。总之,本研究的目的是利用鲁棒模型预测控制方法,为控制具有扰动的变参数线性系统提供一种有效的算法,本论文中提出的方法是基于求解线性矩阵不等式的,而且所提出的方法还能考虑对系统状态和系统输出的不同限制。在稳定性分析、控制器性能分析等不同章节中获得的所有结果,都通过几个经过验证的实际例子及其有效性进行了展示。在本论文中,对环境中的优化问题以及案例求解器进行了求解。它用于获得辅助矩阵和控制矩阵。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Complete wheeled mobile robot for a variable parameter linear system with a robust predictive control

Complete wheeled mobile robot for a variable parameter linear system with a robust predictive control

Linear variable parameter systems (LPV) are a very special class of nonlinear systems, which are suitable for controlling dynamic systems with parameter changes. Therefore, in this thesis, the problem of using variable parameter linear systems for controller design and stability analysis is raised. A designed controller must be able to reduce the adverse effects of disturbances in the output, for this purpose, in this research, by creating a compromise between the two functions of \(H_{2}\) and \(H_{\infty }\) and combining them with the anticipatory control of the resistant model, a suitable method can be used to eliminate the effect A disturbance was achieved. The controller designed in this research, while stabilizing the system, in the presence of external disturbance, reduces the effect of external disturbance on the output under the control of the system. In general, the purpose of presenting this research is to provide an effective algorithm for controlling a variable parameter linear system with disturbance using the robust model predictive control method, which method presented in this thesis is based on solving the linear matrix inequality, also the proposed method has the ability to consider It has different restrictions on system states and system output. All the results obtained in different sections, including stability analysis, controller performance analysis, are shown using several validated practical examples and their effectiveness. In this thesis, solving optimization problems in the environment is done, as well as the case solvers. It is used to obtain auxiliary and controlling matrices.

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来源期刊
CiteScore
3.60
自引率
13.60%
发文量
536
审稿时长
4.8 months
期刊介绍: The Journal of the Brazilian Society of Mechanical Sciences and Engineering publishes manuscripts on research, development and design related to science and technology in Mechanical Engineering. It is an interdisciplinary journal with interfaces to other branches of Engineering, as well as with Physics and Applied Mathematics. The Journal accepts manuscripts in four different formats: Full Length Articles, Review Articles, Book Reviews and Letters to the Editor. Interfaces with other branches of engineering, along with physics, applied mathematics and more Presents manuscripts on research, development and design related to science and technology in mechanical engineering.
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