Title :
A Robust Controller of a Flexible Manipulator Using Genetic Algorithm
Author :
Cui, Lingli ; Zhang, Jianyu ; Gao, Lixin ; Wang, Feiyue
Author_Institution :
Coll. of Mech. Eng. & Appl. Electron. Technol., Beijing Univ. of Technol.
Abstract :
This paper addresses the issues related to the design of robust controller using genetic algorithms (GA) for lightweight, one-link flexible manipulators working under dynamic environments and other uncertain influences. By selecting sensitivity weight functions properly using the GA method, a mixed sensitivity Hinfin controller is developed to ensure robustness of manipulator control systems for varying payloads and other modeling uncertainties. Numeric simulation has been conducted and the results have demonstrated the effectiveness of the proposed method
Keywords :
Hinfin control; control system synthesis; flexible manipulators; genetic algorithms; position control; robust control; uncertain systems; Hinfin controller; dynamic environment; flexible manipulator; genetic algorithm; robust controller design; sensitivity weight function; uncertain system; Genetic algorithms; Lighting control; Manipulator dynamics; Mathematical model; Paper technology; Payloads; Robust control; Robust stability; Structural beams; Uncertainty; flexible manipulator; genetic algorithm; robust control;
Conference_Titel :
Control, Automation, Robotics and Vision, 2006. ICARCV '06. 9th International Conference on
Conference_Location :
Singapore
Print_ISBN :
1-4244-0341-3
Electronic_ISBN :
1-4214-042-1
DOI :
10.1109/ICARCV.2006.345428