DocumentCode :
2435422
Title :
The design of fuzzy energy regions optimized by GA for a switching control of multi-link underactuated manipulators
Author :
Izumi, Kiyotaka ; Watanabe, Keigo ; Ichida, Keisuke ; Tachibana, Yoshihiro
Author_Institution :
Saga Univ., Saga
fYear :
2007
fDate :
17-20 Oct. 2007
Firstpage :
24
Lastpage :
29
Abstract :
One of control methods used in underactuated manipulators is known as a switching control, which selects a partially-stable controller with a prespecified switching rule. A switching computed torque control integrated with a fuzzy-energy regions method has been proposed, and applied to control a two degrees-of-freedom (dofs) underactuated manipulator with one active degree-of-freedom (dof) and one passive dof. The energy space used to design the switching rules was a two-dimensional space. However, it is difficult to design a controller for underactuated systems with more than two-dofs. In this paper, we propose a switching rule for three-dofs underactuated manipulator with suitable mapping to reduce the dimension of energy space. The effectiveness of the proposed method is illustrated through simulations with a three-dofs underactuated manipulator.
Keywords :
control system synthesis; fuzzy control; fuzzy reasoning; genetic algorithms; manipulator dynamics; stability; time-varying systems; torque control; GA optimization; active degree-of-freedom; fuzzy energy regions; fuzzy rules; multilink underactuated manipulators; partially-stable controller design; passive degree-of-freedom; switching computed torque control; switching rule design; Actuators; Automatic control; Control systems; Design automation; Design optimization; Fuzzy control; Fuzzy systems; Manipulator dynamics; Matrix decomposition; Torque control; Fuzzy reasoning; Genetic algorithm; Nonholonomic system; Switching control; Underactuated manipulator;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control, Automation and Systems, 2007. ICCAS '07. International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-89-950038-6-2
Electronic_ISBN :
978-89-950038-6-2
Type :
conf
DOI :
10.1109/ICCAS.2007.4406873
Filename :
4406873
Link To Document :
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