DocumentCode :
1515062
Title :
An adaptive fuzzy sliding-mode controller for servomechanism disturbance rejection
Author :
Huang, Shiuh-Jer ; Huang, Kuo-See
Author_Institution :
Dept. of Mech. Eng., Nat. Taiwan Univ. of Technol., Taipei, Taiwan
Volume :
48
Issue :
4
fYear :
2001
fDate :
8/1/2001 12:00:00 AM
Firstpage :
845
Lastpage :
852
Abstract :
A two-level spring-lumped mass servomechanism system was constructed for disturbance rejection control investigation. This dynamic absorber is similar to a model of the serial-type vehicle suspension system. The lower level is actuated by two DC servo motors, to provide the specified internal and external disturbances to the vibration control system. The upper level has another DC servo motor to control the main body balancing position. In order to tackle the system´s nonlinear and time-varying characteristics, an adaptive fuzzy sliding-mode controller is proposed to suppress the main mass position variation due to external disturbance. This intelligent control strategy combines an adaptive rule with fuzzy and sliding-mode control technologies. It has online learning ability for responding to the system´s time-varying and nonlinear uncertainty behaviors, and for adjusting the control rules and parameters. Only seven rules are required for this control system, and its control rules can be established and modified continuously by online learning. The experimental results show that this intelligent control approach effectively suppresses the vibration amplitude of the body, with respect to the external disturbance
Keywords :
DC motors; adaptive control; control system synthesis; fuzzy control; machine control; machine theory; servomotors; time-varying systems; uncertain systems; variable structure systems; vibration control; DC servo motors; adaptive fuzzy sliding-mode controller; body balancing position; dynamic absorber; intelligent control strategy; nonlinear time-varying characteristics; online learning ability; servomechanism disturbance rejection; two-level spring-lumped mass servomechanism system; vibration amplitude suppression; Adaptive control; Control systems; DC motors; Fuzzy control; Programmable control; Servomechanisms; Servomotors; Sliding mode control; Vibration control; Weight control;
fLanguage :
English
Journal_Title :
Industrial Electronics, IEEE Transactions on
Publisher :
ieee
ISSN :
0278-0046
Type :
jour
DOI :
10.1109/41.937418
Filename :
937418
Link To Document :
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