On interval observer design for active Fault Tolerant Control of Linear Parameter-Varying systems

This paper proposes an active Fault Tolerant Control (FTC) scheme for polytopic uncertain Linear Parameter-Varying (LPV) systems subject to uncertainties and actuator faults. First, a fault estimation interval observer is designed to estimate the system state and the actuator fault. A novel approach...

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Published inSystems & control letters Vol. 164; p. 105218
Main Authors Lamouchi, Rihab, Raissi, Tarek, Amairi, Messaoud, Aoun, Mohamed
Format Journal Article
LanguageEnglish
Published Elsevier B.V 01.06.2022
Elsevier
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Abstract This paper proposes an active Fault Tolerant Control (FTC) scheme for polytopic uncertain Linear Parameter-Varying (LPV) systems subject to uncertainties and actuator faults. First, a fault estimation interval observer is designed to estimate the system state and the actuator fault. A novel approach is developed using the L∞ norm to attenuate the effects of the uncertainties and to improve the accuracy of the proposed observer. Then, based on the fault estimation information, the FTC strategy is designed using a linear state feedback control law and H∞ technique to compensate actuator faults and maintain system performance and stability, even under faulty conditions. Finally, the effectiveness of the proposed method is demonstrated by its application to a vehicle lateral dynamic nonlinear model. •Fault Tolerant Control using interval state estimation and robust stabilization.•Set-membership framework for the design of Linear Parameter Varying systems.•Fault estimation observer design for descriptor system.•L∞ norm-based design method to attenuate the effect of fault and uncertainties and to improve the estimation performance.
AbstractList This paper proposes an active Fault Tolerant Control (FTC) scheme for polytopic uncertain Linear Parameter-Varying (LPV) systems subject to uncertainties and actuator faults. First, a fault estimation interval observer is designed to estimate the system state and the actuator fault. A novel approach is developed using the L∞ norm to attenuate the effects of the uncertainties and to improve the accuracy of the proposed observer. Then, based on the fault estimation information, the FTC strategy is designed using a linear state feedback control law and H∞ technique to compensate actuator faults and maintain system performance and stability, even under faulty conditions. Finally, the effectiveness of the proposed method is demonstrated by its application to a vehicle lateral dynamic nonlinear model. •Fault Tolerant Control using interval state estimation and robust stabilization.•Set-membership framework for the design of Linear Parameter Varying systems.•Fault estimation observer design for descriptor system.•L∞ norm-based design method to attenuate the effect of fault and uncertainties and to improve the estimation performance.
ArticleNumber 105218
Author Lamouchi, Rihab
Amairi, Messaoud
Raissi, Tarek
Aoun, Mohamed
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  givenname: Messaoud
  surname: Amairi
  fullname: Amairi, Messaoud
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  givenname: Mohamed
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  surname: Aoun
  fullname: Aoun, Mohamed
  organization: Research Laboratory Modeling, Analysis and Control of Systems (MACS) LR16ES22, National Engineering School of Gabes, University of Gabes 6029 Gabes, Tunisia
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Keywords Active fault tolerant control
Discrete-time LPV systems
Actuator faults estimation
L∞ norm
Interval observers
Language English
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Snippet This paper proposes an active Fault Tolerant Control (FTC) scheme for polytopic uncertain Linear Parameter-Varying (LPV) systems subject to uncertainties and...
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SubjectTerms [formula omitted] norm
Active fault tolerant control
Actuator faults estimation
Automatic
Discrete-time LPV systems
Engineering Sciences
Interval observers
Title On interval observer design for active Fault Tolerant Control of Linear Parameter-Varying systems
URI https://dx.doi.org/10.1016/j.sysconle.2022.105218
https://hal.science/hal-03652672
Volume 164
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