DocumentCode :
1680914
Title :
Research and simulation of variable universe adaptive fuzzy control algorithm in active control of structural vibration
Author :
Chen, Shuangye ; Chen, Yawei ; Zhang, Weijing
Author_Institution :
Coll. of Electron. Inf. & Control Eng., Beijing Univ. of Technol., Beijing, China
fYear :
2010
Firstpage :
4596
Lastpage :
4601
Abstract :
In the structural vibration control, the object often has time-varying and non-linear characteristics, and its exact model is difficult to establish. Due to lack the ability of learning and regulating online, traditional fuzzy control using fuzzy reasoning also has obvious limitations. Adaptive fuzzy control method based on variable universe has advantages such as no need for exact models, fast response, high precision and strong robustness. It can solve the above two problems better. In this paper, the variable universe adaptive fuzzy control algorithm is researched based on the five-story building structure model. Firstly, the corresponding structure design is provided in details, and then the control law is given. Finally, through comparison and simulation, it is proved that the adaptive fuzzy control method based on variable universe is more effective than the traditional fuzzy control algorithm.
Keywords :
adaptive control; control system synthesis; fuzzy control; fuzzy reasoning; nonlinear control systems; structural engineering; time-varying systems; vibration control; vibrations; active control; five-story building structure model; fuzzy reasoning; nonlinear characteristics; structural vibration control; structure design; time-varying characteristics; variable universe adaptive fuzzy control algorithm; Adaptation model; Algorithm design and analysis; Educational institutions; Fuzzy control; Niobium; Robustness; Vibrations; adaptive fuzzy control; structural vibration; variable universe;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
Type :
conf
DOI :
10.1109/WCICA.2010.5554193
Filename :
5554193
Link To Document :
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