Implementation of adaptive fuzzy sliding mode control for nonlinear uncertain serial pneumatic-artificial-muscle (PAM) robot system

This paper proposes a new advanced adaptive fuzzy sliding mode control (AAFSMC) approach and their suitability for use in the control of a highly nonlinear 2-dof serial PAM robot. Stability proof of the stable convergence of the overall closed-loop serial PAM robot system under novel AAFSMC control is demonstrated based on Lyapunov stability principle. Simulation results prove that the proposed AAFSMC control algorithm, applied to a two degree of freedom nonlinear serial PAM robot, are successfully designed and implemented with better performance and robustness in comparison with previous SMC and fuzzy SMC approaches.

[1]  Mohammad Reza Khalghani,et al.  An optimal and intelligent control strategy for a class of nonlinear systems: adaptive fuzzy sliding mode , 2016 .

[2]  P. Melba Mary,et al.  Improved Dynamic Response of DC to DC Converter Using Hybrid PSO Tuned Fuzzy Sliding Mode Controller , 2016 .

[3]  Nabil Derbel,et al.  A decoupled fuzzy indirect adaptive sliding mode controller with application to robot manipulator , 2006, Int. J. Model. Identif. Control..

[4]  Chao Jia,et al.  Robust Speed Controller Design for Permanent Magnet Synchronous Motor Drives Based on Sliding Mode Control , 2016 .

[5]  Chih-Min Lin,et al.  Adaptive fuzzy sliding-mode control for induction servomotor systems , 2004 .

[6]  Alireza Alfi,et al.  Balancing and Trajectory Tracking of Two-Wheeled Mobile Robot Using Backstepping Sliding Mode Control: Design and Experiments , 2017, J. Intell. Robotic Syst..

[7]  Saeed Rafee Nekoo,et al.  A general approach to dynamic gain adaptation of sliding mode control for robotic arms with parameter uncertainty , 2017 .

[8]  Tamara Nestorović,et al.  Robust observer-based adaptive fuzzy sliding mode controller , 2016 .

[9]  Peng-Yung Woo,et al.  An adaptive fuzzy sliding mode controller for robotic manipulators , 2003, IEEE Trans. Syst. Man Cybern. Part A.

[10]  Abdesselem Boulkroune,et al.  Stable Adaptive Fuzzy Sliding-Mode Controller for a Class of Underactuated Dynamic Systems , 2016 .

[11]  Muhammad Shafi,et al.  Fractional order adaptive fuzzy sliding mode controller for a position servo system subjected to aerodynamic loading and nonlinearities , 2015 .