基于扰动观测器的鲁棒力控制

E. Sariyildiz, K. Ohnishi
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引用次数: 5

摘要

扰动观测器(DOB)是基于加速度的运动控制系统的关键之一,它通过对真实对象的归一化和对外界扰动的抑制来保证系统的鲁棒性。此外,它还可以通过识别系统的不确定性来估计外力/扭矩,在文献中称为反力/扭矩观测器(RTOB/RFOB)。与力传感器相比,RTOB/RFOB具有几个优点,因此,在过去的二十年中,它得到了广泛的应用,特别是在运动控制领域。RTOB/RFOB的主要缺点是它受系统不确定性辨识的显著影响。然而,关于基于RTOB/RFOB的力控制系统的设计约束没有明确的报告。研究表明,在RTOB/RFOB设计过程中,辨识误差对鲁棒力控制系统的性能和鲁棒性、稳定性都有很大影响。为提高基于RTOB/RFOB力控系统的稳定性和性能,提出了一种新的设计准则。比较了基于RTOB/RFOB和基于力传感器的力控制系统,并给出了仿真结果,验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust force control via disturbance observer
Disturbance observer (DOB), which is one of the key points of acceleration based motion control systems, guarantees robustness of a system by nominalizing real plant and suppressing external disturbances. Besides that, it can be used to estimate external forces/torques by identifying system uncertainties, and it is called as a reaction torque/force observer (RTOB/RFOB) in the literature. RTOB/RFOB has several superiorities over force sensors, and therefore, it has been widely used, specifically in the motion control area, in the last two decades. The main disadvantage of a RTOB/RFOB is that it is affected significantly by the identification of system uncertainties. However, there is no a clear report on the design constraints of RTOB/RFOB based force control systems. This paper shows that not only performance but also robustness and stability of a robust force control system are affected significantly by the identification errors in the design of RTOB/RFOB. A new design criterion which improves stability and performance of RTOB/RFOB based force control systems is proposed. RTOB/RFOB and force sensor based force control systems are compared and simulation results are given to show the validity of the proposed method.
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