Title :
Multi-freedom design of fault detection filter for linear time-delay systems
Author :
Maiying Zhong ; Ye, Hao ; Wang, Guizeng
Author_Institution :
Dept. of Autom., Tsinghua Univ., Beijing, 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; control system synthesis; delay systems; delays; eigenstructure assignment; fault diagnosis; linear systems; matrix algebra; H∞ optimization; eigenstructure assignment; fault detection filter; gain matrix; linear time invariant time-delay systems; linear time-delay systems; multifreedom design; residual weighting matrix; Automatic control; Automation; Control systems; Delay effects; Design optimization; Fault detection; Linear matrix inequalities; Nonlinear filters; Time measurement; Vectors;
Conference_Titel :
Control, Automation, Robotics and Vision Conference, 2004. ICARCV 2004 8th
Print_ISBN :
0-7803-8653-1
DOI :
10.1109/ICARCV.2004.1469304