DocumentCode :
2244489
Title :
Fault-tolerant control design for a class of T-S fuzzy systems with time delays and sensor faults
Author :
Ji-Qing Qiu ; Ren, Mi-Feng ; Xi, Duo-Ming ; Zhao, Yan-Chun ; Guo, Yu-Ming ; Zhu, Xiao-dan
Author_Institution :
Sch. of Sci., Hebei Univ. of Sci. & Technol., Shijiazhuang, China
Volume :
2
fYear :
2010
fDate :
11-14 July 2010
Firstpage :
624
Lastpage :
629
Abstract :
In this study, a novel fault-tolerant control scheme is proposed for a class of T-S fuzzy time-delays systems with sensor faults based on fuzzy descriptor system approach. The control strategy takes the form of parallel distributed compensation. Letting the sensor fault term to be an auxiliary state vector, an augmented fuzzy descriptor model is constructed. Then, a novel fuzzy observer is designed for the augmented fuzzy descriptor systems, which can estimate the state vector and sensor faults simultaneously. Based on the estimated sensor fault, a fault-tolerant control scheme is proposed. The main results are formulated in the form of linear matrix inequalities (LMIs), which can be readily solved via Matlab LMI toolbox. Finally, simulation results on a truck trailer systems show the effectiveness of the presented fault-tolerant control approach.
Keywords :
delays; fault tolerance; fuzzy control; fuzzy systems; linear matrix inequalities; observers; vectors; Matlab LMI toolbox; T-S fuzzy systems; T-S fuzzy time-delays systems; augmented fuzzy descriptor model; augmented fuzzy descriptor systems; auxiliary state vector; control strategy; fault-tolerant control design; fault-tolerant control scheme; fuzzy descriptor system approach; fuzzy observer; linear matrix inequality; parallel distributed compensation; sensor faults; time delays; truck trailer systems; Fault tolerance; Fault tolerant systems; Indium tin oxide; Observers; T-S fuzzy time-delay systems; descriptor system approach; fault-tolerant control; sensor faults;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-6526-2
Type :
conf
DOI :
10.1109/ICMLC.2010.5580549
Filename :
5580549
Link To Document :
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