DocumentCode
2473727
Title
Analytical redundancy based predictive fault tolerant control of a steer-by-wire system using nonlinear observer
Author
Anwar, Sohel ; Niu, Wei
Author_Institution
Indiana Univ. Purdue Univ. Indianapolis, Indianapolis, IN, USA
fYear
2010
fDate
14-17 March 2010
Firstpage
477
Lastpage
482
Abstract
In this paper, a nonlinear observer based analytical redundancy methodology is presented for fault tolerant control of a steer by wire (SBW) system. A long-range predictor based on Diophantine identity has been utilized to improve the fault detection efficiency. The overall predictive fault tolerant control strategy was then implemented and validated on a steer by wire hardware in loop bench. The experimental results showed that the overall robustness of the SBW system was not sacrificed through the usage of analytical redundancy for sensors along with the designed FDIA algorithm. Moreover, the experimental results indicated that the faults could be detected faster using the developed analytical redundancy based algorithms for attenuating-type faults.
Keywords
automobiles; fault diagnosis; fault tolerance; observers; redundancy; steering systems; Diophantine identity; analytical redundancy; fault detection; nonlinear observer; predictive fault tolerant control; steer-by-wire system; Algorithm design and analysis; Control systems; Fault detection; Fault tolerance; Fault tolerant systems; Hardware; Nonlinear control systems; Redundancy; Robustness; Wire;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Technology (ICIT), 2010 IEEE International Conference on
Conference_Location
Vina del Mar
Print_ISBN
978-1-4244-5695-6
Electronic_ISBN
978-1-4244-5696-3
Type
conf
DOI
10.1109/ICIT.2010.5472753
Filename
5472753
Link To Document