Flatness-based control of a two-degree-of-freedom platform with pneumatic artificial muscles

TL;DR

This paper presents a flatness-based control method for a two-degree-of-freedom platform actuated by pneumatic muscles, demonstrating improved tracking performance through experimental validation and robustness enhancement.

Contribution

It introduces a model-based flatness control approach tailored for pneumatic muscle actuated platforms, combining open-loop control with PI feedback for robustness.

Findings

Significant improvement in tracking accuracy over simple PI control

Effective handling of nonlinear dynamics of pneumatic muscles

Robustness to modeling errors and external disturbances

Abstract

Pneumatic artificial muscles are a quite interesting type of actuators which have a very high power-to-weight and power-to-volume ratio. However, their efficient use requires very accurate control methods which can take into account their complex dynamic, which is highly nonlinear. This paper consider a model of two-degree-of-freedom platform whose attitude is determined by three pneumatic muscles controlled by servovalves, which mimics a simplified version of a Stewart platform. For this testbed, a model-based control approach is proposed, based on accurate first principle modeling of the muscles and the platform and on a static model for the servovalve. The employed control method is the so-called flatness-based control introduced by Fliess. The paper first recalls the basics of this control technique and then it shows how it can be applied to the proposed experimental platform; being flatness-based control an open-loop kind of control, a proportional-integral controller is added on top of it in order to add robustness with respect to modelling errors and external perturbations. At the end of the paper, the effectiveness of the proposed approach is shown by means of experimental results. A clear improvement of the tracking performance is visible compared to a simple proportional-integral controller.