Title :
Robust fault detection using eigenstructure assignment: a tutorial consideration and some new results
Author :
Patton, R.J. ; Chen, J.
Author_Institution :
Dept. of Electron., York Univ., UK
Abstract :
Developments in the eigenstructure assignment approach to robust fault detection are discussed. By suitable assignment of the eigenstructure of an observer, the residual signal is decoupled from disturbances. The main contribution of this work is the novel use of right eigenvector assignment of observers, which gives more freedom for achieving disturbance decoupling. It is shown that, when decoupling conditions are satisfied, the resulting deadbeat design is equivalent to the first-order parity space structure for residual generation. Two tutorial examples are presented to illustrate the disturbance decoupling property and the conditions under which left or right eigenvectors are assignable
Keywords :
eigenvalues and eigenfunctions; state estimation; deadbeat design; disturbance decoupling; eigenstructure assignment; eigenvector assignment; first-order parity space structure; observer; robust fault detection; state estimation; tutorial; Design methodology; Eigenvalues and eigenfunctions; Fault detection; Noise robustness; Observers; Robustness; Signal design; State estimation; Sufficient conditions; Tutorial; Uncertainty;
Conference_Titel :
Decision and Control, 1991., Proceedings of the 30th IEEE Conference on
Conference_Location :
Brighton
Print_ISBN :
0-7803-0450-0
DOI :
10.1109/CDC.1991.261546