DocumentCode
2169745
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
Volume
1
fYear
2010
fDate
26-28 Feb. 2010
Firstpage
102
Lastpage
106
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ICCAE.2010.5451989
Filename
5451989
Link To Document