Title :
Fault detection filter design for LTI system with time delays
Author :
Zhong, Maiying ; Ding, Steven X. ; Lam, James ; Zhang, Chenghui
Author_Institution :
Control Sci. & Eng. Sch., Shandong Univ., Jinan, China
Abstract :
This paper deals with the fault detection filter design problem for linear time invariant time-delay systems with unknown input. The core of our study is to a) take the behavior of delayed state and measurement into consideration when the observer-based fault detection filter is constructed; b) solve the formulated fault detection filter design problem by combining of using the left eigenstructure assignment approach and H∞ optimization technique. Through a suitable choice of the filter gain matrices and residual weighting matrix, the residual can be completely decoupled from the delay-free unknown input, while the influence of the delayed unknown input on residual is minimized in the sense of H∞ norm. Numerical simulation is used to illustrate the efficiency of the proposed method.
Keywords :
H∞ optimisation; delays; eigenstructure assignment; fault location; filtering theory; matrix algebra; H∞ norm; H∞ optimization technique; eigenstructure assignment approach; fault detection filter design; filter gain matrices; linear time invariant; observer-based fault detection filter; residual weighting matrix; time delays; Control systems; Delay effects; Delay systems; Design engineering; Design optimization; Fault detection; Mechanical engineering; Milling machines; Nonlinear filters; Numerical simulation;
Conference_Titel :
Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
Print_ISBN :
0-7803-7924-1
DOI :
10.1109/CDC.2003.1272818