DocumentCode :
3340580
Title :
Fuzzy logic control of a moving flexible manipulator
Author :
Chen, Chong ; Yin, Yican
Author_Institution :
Dept. of Eng. Technol. & Ind. Studies, Middle Tennessee State Univ., Murfreesboro, TN, USA
Volume :
1
fYear :
1999
fDate :
1999
Firstpage :
315
Abstract :
Flexible manipulators provide significant advantages over commonly used rigid robots, such as high operation speed and high power efficiency. However, the controller design for these manipulators is very complicated because of the nonlinear vibration dynamics. In this paper, a rule-based scheme for implementing a fuzzy logic controller to drive a flexible manipulator is proposed. The phase portrait plane has been adopted to build the rules based on mathematical reasoning rather than the conventional trial and error method, which is dependent on the operator´s experience. In order to improve the performance of the fuzzy logic controller, an adjustable weight parameter has been introduced to build the control table. A set of variable width triangular membership functions is used to improve the resolution of the controller. The effectiveness of the control law has been demonstrated with numerical simulation
Keywords :
closed loop systems; flexible manipulators; fuzzy control; mobile robots; nonlinear control systems; adjustable weight parameter; control table; controller design; fuzzy logic control; mathematical reasoning; moving flexible manipulator; nonlinear vibration dynamics; operation speed; phase portrait plane; power efficiency; resolution; rule-based scheme; variable width triangular membership functions; Control systems; Error correction; Fuzzy logic; Industrial control; Manipulator dynamics; Nonlinear equations; Partial differential equations; Robot control; Service robots; Vibration control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Applications, 1999. Proceedings of the 1999 IEEE International Conference on
Conference_Location :
Kohala Coast, HI
Print_ISBN :
0-7803-5446-X
Type :
conf
DOI :
10.1109/CCA.1999.806649
Filename :
806649
Link To Document :
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