Title :
Based on Parameter Optimization and FLC Nonsingular Terminal Sliding Mode Controller of a Two-Link Flexible Manipulator
Author :
Zheng, Xuemei ; Platts, Jim ; Feng, Yong
Author_Institution :
Inst. of Technol., Harbin
Abstract :
The robotic system of a two-link flexible manipulator is decomposed into an input-output subsystem and a zero dynamics subsystem using the input-output linearization technique. A novel inverse dynamics nonsingular terminal sliding mode controller is designed to make the input-output subsystem converge to its equilibrium point in finite time. The parameters of the zero dynamic subsystem are optimized by a genetic algorithm so that the zero dynamics subsystem is asymptotically stable at equilibrium point and finally the whole original flexible manipulator system is guaranteed to be asymptotically stable. Additionally, in order to overcome the chattering, this paper adapts a fuzzy logic controller to realize the nonlinear switching function. Simulation results are presented to validate the design.
Keywords :
asymptotic stability; flexible manipulators; fuzzy control; genetic algorithms; manipulator dynamics; nonlinear control systems; time-varying systems; variable structure systems; FLC nonsingular terminal sliding mode controller; asymptotic stability; fuzzy logic controller; genetic algorithm; input-output linearization technique; input-output subsystem; inverse dynamics sliding mode controller design; nonlinear switching function; parameter optimization; robotic system; two-link flexible manipulator; zero dynamics subsystem; Arm; Control systems; Fuzzy logic; Genetic algorithms; Linearization techniques; Manipulator dynamics; Nonlinear dynamical systems; Robots; Sliding mode control; Variable structure systems;
Conference_Titel :
Fuzzy Systems Conference, 2007. FUZZ-IEEE 2007. IEEE International
Conference_Location :
London
Print_ISBN :
1-4244-1209-9
Electronic_ISBN :
1098-7584
DOI :
10.1109/FUZZY.2007.4295388