Stability and Robustness of Disturbance Observer based Motion Control Systems

TL;DR

This paper investigates the stability and robustness of disturbance observer (DOB) and reaction torque observer (RTOB) based motion control systems, highlighting the impact of velocity measurement filtering and proposing new analysis and design methods validated by simulations and experiments.

Contribution

It introduces a practical stability analysis method for RTOB-based force control and proposes novel design techniques to enhance robustness and stability under realistic conditions.

Findings

Velocity filtering significantly affects DOB robustness.

New stability analysis method for RTOB-based systems.

Proposed design methods improve robustness and stability.

Abstract

This paper analyzes the robustness and stability of a disturbance observer (DOB) and a reaction torque observer (RTOB) based robust motion control systems. Conventionally, a DOB is analyzed by using an ideal velocity measurement that is obtained without using a low-pass-filter (LPF); however, it is impractical due to noise constraints. An LPF of velocity measurement changes the robustness of a DOB significantly and puts a new design constraint on the bandwidth of a DOB. An RTOB, which is used to estimate environmental impedance, is an application of a DOB. The stability of an RTOB based robust force control system has not been reported yet since its oversimplified model is derived by assuming that an RTOB has a feed-forward control structure. However, in reality, it has a feed-back control structure; therefore, not only the performance but also the stability is affected by the design parameters of a RTOB. A new practical stability analysis method is proposed for a RTOB based robust force control system. Besides that novel and practical design methods, which improve the robustness of a DOB and the stability and performance of an RTOB based robust force control system, are proposed by using the new analysis methods. The validity of the proposals is verified by simulation and experimental results.