Title :
Robust fault isolation observer design
Author :
Xiong, Yi ; Saif, Mehrdad
Author_Institution :
Sch. of Eng. Sci., Simon Fraser Univ., Burnaby, BC, Canada
Abstract :
Presents two robust fault isolation observer design approaches for linear uncertain systems. The proposed fault isolation observer is robust to structural uncertainties by producing disturbance decoupled residuals. The first method uses a direct eigenstructure assignment scheme to make a diagonal transfer function between faults and residual. The second method is carried out through transformation of the system into its special coordinate basis form such that the disturbance decoupled fault detection observer can be combined easily with Beard-Jones detection filter theory to produce a robust fault detection filter
Keywords :
eigenstructure assignment; fault diagnosis; filtering theory; linear systems; matrix algebra; observers; uncertain systems; Beard-Jones detection filter theory; diagonal transfer function; direct eigenstructure assignment scheme; disturbance decoupled fault detection observer; disturbance decoupled residuals; linear uncertain systems; robust fault detection filter; robust fault isolation observer design; special coordinate basis form; structural uncertainties; Fault detection; Filtering theory; Filters; Redundancy; Reliability theory; Robustness; Safety; Transfer functions; Uncertain systems; Uncertainty;
Conference_Titel :
American Control Conference, 1999. Proceedings of the 1999
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4990-3
DOI :
10.1109/ACC.1999.786285