Robust control with reduced knowledge of unmodeled dynamics using sliding mode: application to robot manipulators

M. Hamerlain
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引用次数: 3

Abstract

The variable structure control (VSC) is based on switching functions of the state variables used to create a "sliding mode". The purpose is to force the system dynamics to correspond to the one defined by the surface equation. When the state is maintained on this surface, the system dynamics become insensitive to parameter variations of the plant, and to unmodeled nonlinearities. This paper is the follow up work on the controller design for two axis robot arm using a variable structure model reference adaptive controller. It addresses the design of sliding mode controllers for perturbed systems characterized by the presence of the switching element imperfections (delay, small time constants, and the unmodeled dynamics). It is shown that its specific reaching conditions are satisfied for the reduced-order models and an additional condition is met, then the reaching conditions are also satisfied for the full-order model (take into account unmodeled dynamics, small time constants, switching delays, etc.). In this note the sliding mode control law is considered for the reduced-order model, and a composite control is implemented on the full-order model. Further, in sliding mode the controller system design can be reduced into a lower-order and free system. Advantages of such a control law appear from the following viewpoints: methodology-the control law can be easily implemented in an online computer as a classical control law (PID, RST...); robustness to unmodeled dynamics (the plant dimension is higher than the one of the model); quality of tracking trajectory.
利用滑模减少未建模动力学知识的鲁棒控制:在机械臂上的应用
变结构控制(VSC)是基于状态变量的切换函数来创建一个“滑模”。其目的是迫使系统动力学与曲面方程所定义的动力学相对应。当状态维持在这个表面上时,系统动力学对对象的参数变化和未建模的非线性变得不敏感。本文是采用变结构模型参考自适应控制器对二轴机械臂进行控制器设计的后续工作。它解决了以存在开关元件缺陷(延迟、小时间常数和未建模动力学)为特征的受扰系统的滑模控制器设计。结果表明,对于降阶模型满足其特定的到达条件,并满足一个附加条件,然后对于全阶模型(考虑未建模动力学、小时间常数、切换延迟等)也满足其到达条件。本文考虑了降阶模型的滑模控制律,并在全阶模型上实现了复合控制。此外,在滑模下,控制器系统设计可以简化为低阶自由系统。这种控制律的优点体现在以下几个方面:方法-控制律可以很容易地在在线计算机上作为经典控制律(PID, RST…)实现;对未建模动力学的鲁棒性(对象维数高于模型维数);跟踪轨迹的质量。
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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