An LPV pole-placement approach to friction compensation as an FTC problem

R. Patton, Lejun Chen, S. Klinkhieo
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引用次数: 33

Abstract

An LPV pole-placement approach to friction compensation as an FTC problem The concept of combining robust fault estimation within a controller system to achieve active Fault Tolerant Control (FTC) has been the subject of considerable interest in the recent literature. The current study is motivated by the need to develop model-based FTC schemes for systems that have no unique equilibria and are therefore difficult to linearise. Linear Parameter Varying (LPV) strategies are well suited to model-based control and fault estimation for such systems. This contribution involves pole-placement within suitable LMI regions, guaranteeing both stability and performance of a multi-fault LPV estimator employed within an FTC structure. The proposed design strategy is illustrated using a nonlinear two-link manipulator system with friction forces acting simultaneously at each joint. The friction forces, regarded as a special case of actuator faults, are estimated and their effect is compensated within a polytope controller system, yielding a robust form of active FTC that is easy to apply to real robot systems.
作为FTC问题的摩擦补偿的LPV极点放置方法
在控制器系统中结合鲁棒故障估计以实现主动容错控制(FTC)的概念在最近的文献中引起了相当大的兴趣。当前研究的动机是需要开发基于模型的联邦贸易委员会方案的系统,没有唯一的平衡,因此难以线性化。线性参数变化(LPV)策略非常适合于基于模型的控制和故障估计。这种贡献包括在合适的LMI区域内放置极点,保证了在FTC结构中使用的多故障LPV估计器的稳定性和性能。提出的设计策略用一个非线性双连杆机械臂系统来说明,每个关节上都有摩擦力。摩擦力作为执行器故障的一种特殊情况进行了估计,并在多面体控制器系统中对其影响进行了补偿,从而产生了易于应用于实际机器人系统的主动FTC的鲁棒形式。
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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