DocumentCode
2899788
Title
Modal control with intelligent tuning for a deployable manipulator
Author
Zhang, J. ; Modi, V.J. ; de Silva, C.W.
Author_Institution
Dept. of Mech. Eng., British Columbia Univ., Vancouver, BC, Canada
fYear
2002
fDate
2002
Firstpage
154
Lastpage
159
Abstract
This paper focuses on the development and implementation of an intelligent hierarchical controller for the vibration control of a deployable manipulator. The emphasis is on the use of knowledge-based tuning of the low-level controller so as to improve the performance of the control system. For this purpose, first a fuzzy inference system (FIS) is developed. The FIS is then combined with a conventional modal controller to form a hierarchical control system. The effectiveness of this control system is investigated through numerical simulation studies. The results show that the knowledge-based hierarchical control system is very effective in suppressing vibrations induced due to initial disturbances at the flexible revolute joint or maneuver of a deployable manipulator. Performance of the modal controller can be significantly improved through knowledge-based tuning.
Keywords
control system synthesis; fuzzy control; hierarchical systems; intelligent control; manipulators; modal analysis; vibration control; control system performance; deployable manipulator; fuzzy inference system; intelligent hierarchical controller; intelligent tuning; knowledge-based tuning; low-level controller; modal control; numerical simulation; vibration control; vibration suppression; Closed loop systems; Control systems; Damping; Eigenvalues and eigenfunctions; Equations; Force control; Intelligent control; Manipulators; Regulators; Vibration control;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control, 2002. Proceedings of the 2002 IEEE International Symposium on
ISSN
2158-9860
Print_ISBN
0-7803-7620-X
Type
conf
DOI
10.1109/ISIC.2002.1157755
Filename
1157755
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