TY - JOUR
T1 - Robust fault reconstruction for a class of infinitely unobservable descriptor systems
AU - Chan, Joseph Chang Lun
AU - Tan, Chee Pin
AU - Trinh, Hieu
N1 - Publisher Copyright:
© 2017 Informa UK Limited, trading as Taylor & Francis Group.
Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.
PY - 2017
Y1 - 2017
N2 - This paper presents a robust fault reconstruction scheme for a class of infinitely unobservable descriptor systems using sliding-mode observers, which improves on previous work that do not consider robustness in fault reconstruction or are applicable only for infinitely observable systems. By removing certain states and treating them as unknown inputs, a reduced-order system that is infinitely observable and compatible with existing sliding-mode observer schemes is created. A sliding-mode observer is used to estimate the states of the reduced-order system and reconstruct the fault. The existence conditions for the scheme in terms of the original system matrices are investigated and presented. Linear matrix inequality techniques are used to minimise the effect of disturbances on the fault reconstruction. Finally, a simulation is carried out and the results verify the efficacy of the proposed scheme.
AB - This paper presents a robust fault reconstruction scheme for a class of infinitely unobservable descriptor systems using sliding-mode observers, which improves on previous work that do not consider robustness in fault reconstruction or are applicable only for infinitely observable systems. By removing certain states and treating them as unknown inputs, a reduced-order system that is infinitely observable and compatible with existing sliding-mode observer schemes is created. A sliding-mode observer is used to estimate the states of the reduced-order system and reconstruct the fault. The existence conditions for the scheme in terms of the original system matrices are investigated and presented. Linear matrix inequality techniques are used to minimise the effect of disturbances on the fault reconstruction. Finally, a simulation is carried out and the results verify the efficacy of the proposed scheme.
KW - descriptor systems
KW - fault reconstruction
KW - infinite observability
KW - Sliding-mode observers
UR - http://www.scopus.com/inward/record.url?scp=85010679780&partnerID=8YFLogxK
U2 - 10.1080/00207721.2017.1280552
DO - 10.1080/00207721.2017.1280552
M3 - Article
AN - SCOPUS:85010679780
SN - 0020-7721
VL - 48
SP - 1646
EP - 1655
JO - International Journal of Systems Science
JF - International Journal of Systems Science
IS - 8
ER -