Title :
Design of an optimized sliding mode control for loaded double inverted pendulum with mismatched uncertainties
Author :
Lashin, Manar ; Ramadan, Ahmed ; Abbass, Hossam S. ; Abo-Ismail, Ahmed
Author_Institution :
Mechatron. & Robot. Eng. Dept., Egypt-Japan Univ. of Sci. & Technol., Alexandria, Egypt
Abstract :
In this paper, the stabilization problem of loaded double inverted pendulum using an optimized state feedback sliding mode control is investigated. ADAMS/Matlab co-simulation environment is used for building a virtual nonlinear model for loaded double inverted pendulum system and the state feedback sliding mode control law is designed for stabilizing the system. Mismatched uncertainties represented by payload variations is considered. Genetic Algorithms are used to optimize the parameters of the sliding mode controller based on a performance index containing the sum of squared errors. The proposed control scheme can significantly suppress chattering effect and improves the performance of the system against uncertainties. Simulation results show the effectiveness of the approach and the robustness of the system against payload changes.
Keywords :
control system synthesis; genetic algorithms; nonlinear control systems; pendulums; performance index; state feedback; uncertain systems; variable structure systems; ADAMS/Matlab cosimulation environment; chattering effect suppression; genetic algorithms; loaded double inverted pendulum system; mismatched uncertainties; payload variations; performance improvement; performance index; sliding mode control design; stabilization problem; state feedback sliding mode control law design; state feedback sliding mode control optimization; sum of squared errors; virtual nonlinear model; MATLAB; Mathematical model; Optimization; Payloads; Robustness; Uncertainty; Vectors; Genetic Algorithms; Loaded Double Inverted Pendulum; Mismatched Uncertainties; Sliding Mode Control;
Conference_Titel :
Methods and Models in Automation and Robotics (MMAR), 2014 19th International Conference On
Conference_Location :
Miedzyzdroje
Print_ISBN :
978-1-4799-5082-9
DOI :
10.1109/MMAR.2014.6957363