DocumentCode :
1660084
Title :
Flexible link robot arm control by a hierarchical fuzzy logic approach
Author :
Lin, J.
Author_Institution :
Dept. of Mech. Eng., Ching Yun Inst. of Technol., Jung-Li City, Taiwan
Volume :
2
fYear :
2002
fDate :
6/24/1905 12:00:00 AM
Firstpage :
1138
Lastpage :
1143
Abstract :
This paper concentrates on hierarchical fuzzy logic using the singular perturbation approach for flexible-link robot arm control. A two-time-scale fuzzy logic controller is applied to such a system. A large-scale system is decomposed into a finite number of reduced-order subsystems, thereby eliminating the need for a large-sized inference engine. In this paper, a fast-subsystem controller damps out the vibration of the flexible structure by means of two hierarchical fuzzy logic controllers. Another, slow-subsystem fuzzy controller dominates the trajectory tracking. It appears that the fuzzy control method is quite useful as regards reliability and robustness
Keywords :
damping; distributed parameter systems; flexible manipulators; fuzzy control; hierarchical systems; large-scale systems; manipulator dynamics; reliability; robust control; singularly perturbed systems; tracking; vibration control; fast-subsystem controller; flexible structure vibration damping; flexible-link robot arm control; hierarchical fuzzy logic; large-scale system decomposition; reduced-order subsystems; reliability; robustness; singular perturbation approach; slow-subsystem fuzzy controller; trajectory tracking; two-time-scale fuzzy logic controller; Control systems; Engines; Flexible structures; Fuzzy control; Fuzzy logic; Large-scale systems; Robot control; Robust control; Trajectory; Vibration control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems, 2002. FUZZ-IEEE'02. Proceedings of the 2002 IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7280-8
Type :
conf
DOI :
10.1109/FUZZ.2002.1006664
Filename :
1006664
Link To Document :
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