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
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;
Conference_Titel :
Intelligent Control, 2002. Proceedings of the 2002 IEEE International Symposium on
Print_ISBN :
0-7803-7620-X
DOI :
10.1109/ISIC.2002.1157755