Title :
Fuzzy supervisory control and GPC applied to a flexible single-link manipulator
Author :
Boucetta, Rahma ; Chabir, Alaa ; Ben Mansour, Asma
Author_Institution :
Control & Energy Manage. Lab. (CEM Lab.), Univ. of Sfax, Sfax, Tunisia
Abstract :
This paper presents the development of a classical and intelligent control approaches applied to a flexible single-link manipulator robot and compared in terms of input tracking and vibration suppression. Lagrange´s equations and finite elements method are combined to compute dynamic model of a flexible link manipulator with one rigid joint. Next, dynamics are itemized to explain flexible link behavior. Then a fuzzy supervisory controller is developed and introduced in the high level of the closed-loop of the flexible manipulator. A generalized predictive controller is then developed and introduced in the flexible system closed-loop to minimize end-point residual vibrations. Simulation results obtained are compared to a Generalized Predictive Controller (GPC) in terms of end-point vibration suppression, input tracking and disturbance rejection. A conclusion encloses the paper.
Keywords :
closed loop systems; finite element analysis; flexible manipulators; fuzzy control; manipulator dynamics; predictive control; tracking; GPC; Lagrange equations; closed-loop; disturbance rejection; dynamic model; end-point residual vibration minimization; end-point vibration suppression; finite elements method; flexible link behavior; flexible single-link manipulator robot; fuzzy supervisory control; generalized predictive controller; input tracking; intelligent control approach; Manipulators; Q measurement; Robot kinematics; Flexible link manipulator; GPC; dynamics; fuzzy supervisory control;
Conference_Titel :
Sciences and Techniques of Automatic Control and Computer Engineering (STA), 2014 15th International Conference on
DOI :
10.1109/STA.2014.7086737