<abstract xmlns="http://www.w3.org/1999/xhtml"><p>This paper describes a robust set-membership-based Fault Detection and Isolation (FDI) technique for a particular class of nonlinear systems, the so-called flat systems. The proposed strategy consists in checking if the expected input value belongs to an estimated feasible set computed using the system model and the derivatives of the measured output vector. The output derivatives are computed using a numerical differentiator. The set-membership estimator design for the input vector takes into account the measurement noise thereby making the consistency test robust. The performances of the proposed strategy are illustrated through a three-tank system simulation affected by actuator faults.</p></abstract>

This paper describes a robust set-membership-based Fault Detection and Isolation (FDI) technique for a particular class of nonlinear systems, the so-called flat systems. The proposed strategy consists in checking if the expected input value belongs to an estimated feasible set computed using the system model and the derivatives of the measured output vector. The output derivatives are computed using a numerical differentiator. The set-membership estimator design for the input vector takes into account the measurement noise thereby making the consistency test robust. The performances of the proposed strategy are illustrated through a three-tank system simulation affected by actuator faults.

Actuator fault diagnosis for flat systems: A constraint satisfaction approach

Automatic Control Group, IMS-Lab Bordeaux University, 351 cours de la libération, 33405 Talence cedex, France

CEDRIC-Lab National Conservatory of Arts and Crafts, 292, rue Saint-Martin, 75141 Paris, France

Non-A Project INRIA-LNE Parc scientifique de la haute borne 40, Av. Halley, Bât. A, Park Plaza, 59650 Villeneuve d’Ascq, France

International Journal of Applied Mathematics and Computer Science

{"article-title":"Actuator fault diagnosis for flat systems: A constraint satisfaction approach"}

This paper describes a robust set-membership-based Fault Detection and Isolation (FDI) technique for a particular class of nonlinear systems, the so-called...

Actuator fault diagnosis for flat systems: A constraint satisfaction approach

Online veröffentlicht: 26. März 2013

Seitenbereich: 171 - 181

DOI: https://doi.org/10.2478/amcs-2013-0014

This content is open access.