Title :
An iterative approach to the design of robust FDI
Author :
Zolghadri, A. ; Castang, F. ; Henry, D. ; Monsion, M.
Author_Institution :
Lab. d´Autom. et Productique, Univ. Bordeaux I, Talence, France
Abstract :
New synthesis techniques for the design of Robust Fault Detection and Isolation (RFDI) filters are developed. The approach provides techniques for designing filters that maximise sensitivity, in some sense, to the effects of faults on the residual signal, while guaranteeing the robustness to noise, disturbances and modelling errors. The design procedure is iterative and is based on robust H∞ estimation techniques and generalised structured singular values (μg). Simulation results demonstrate the potential of the proposed techniques.
Keywords :
estimation theory; fault diagnosis; filtering theory; iterative methods; signal processing; singular value decomposition; RFDI filter; iterative approach; residual signal; robust H∞ estimation technique; robust fault detection and isolation; structured singular value; Estimation; Fault detection; Iterative methods; Noise; Periodic structures; Robustness; Sensitivity; Detection filters; Fault detection and isolation; Generalised structured singular values; H∞ estimation; Robustness;
Conference_Titel :
Control Conference (ECC), 2001 European
Conference_Location :
Porto
Print_ISBN :
978-3-9524173-6-2