Title :
Adaptive network based fuzzy logic control of a rigid - flexible robot manipulator
Author :
Onen, Umit ; KALYONCU, Mete ; Tinkir, Mustafa ; BOTSALI, Fatih Mehmet
Author_Institution :
Dept. of Mech. Eng., Univ. of Selcuk, Konya, Turkey
Abstract :
In this study position and vibration control of a rigid-flexible robot manipulator is investigated. Initially dynamic model of the manipulator system is obtained by using Lagrange equations and assumed modes method. Two adaptive networks based fuzzy logic controllers (ANFLCs) are proposed for tracking control of the rigid link and the flexible link. The training and testing data of ANFLCs are obtained from the conventional PD control of the manipulator system. The performances of ANFLCs are tested for different type and different number of membership functions. Finally simulation results are obtained. Results demonstrate the remarkable performance of the proposed controllers.
Keywords :
PD control; adaptive control; distributed control; flexible manipulators; fuzzy control; position control; vibration control; Lagrange equations; adaptive network based fuzzy logic control; conventional PD control; flexible link; position control; rigid flexible robot manipulator; rigid link; tracking control; vibration control; Adaptive control; Adaptive systems; Equations; Fuzzy logic; Lagrangian functions; Manipulator dynamics; Programmable control; Robots; System testing; Vibration control; Fuzzy logic control; flexible link; robot manipulator; tracking control; vibration control;
Conference_Titel :
Computer and Automation Engineering (ICCAE), 2010 The 2nd International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-5585-0
Electronic_ISBN :
978-1-4244-5586-7
DOI :
10.1109/ICCAE.2010.5451989