Fault diagnosis for a class of descriptor linear parameter-varying systems

SUMMARY In this paper, a model‐based fault estimation method for a particular class of discrete‐time descriptor linear parameter‐varying systems is developed. The main contribution of this work consists in the design of an observer that performs simultaneously both, the states estimation and the fau...

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Published inInternational journal of adaptive control and signal processing Vol. 26; no. 3; pp. 208 - 223
Main Authors Astorga-Zaragoza, C. M., Theilliol, D., Ponsart, J. C., Rodrigues, M.
Format Journal Article
LanguageEnglish
Published Chichester, UK John Wiley & Sons, Ltd 01.03.2012
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Abstract SUMMARY In this paper, a model‐based fault estimation method for a particular class of discrete‐time descriptor linear parameter‐varying systems is developed. The main contribution of this work consists in the design of an observer that performs simultaneously both, the states estimation and the fault magnitude vectors, considered as unknown inputs. The conditions for the existence of such observer are given. Such conditions guarantee the observer stability and they are proved through a Lyapunov analysis combined with a linear matrix inequalities formulation. The fault estimation scheme is evaluated through numerical simulations. Copyright © 2011 John Wiley & Sons, Ltd.
AbstractList SUMMARY In this paper, a model‐based fault estimation method for a particular class of discrete‐time descriptor linear parameter‐varying systems is developed. The main contribution of this work consists in the design of an observer that performs simultaneously both, the states estimation and the fault magnitude vectors, considered as unknown inputs. The conditions for the existence of such observer are given. Such conditions guarantee the observer stability and they are proved through a Lyapunov analysis combined with a linear matrix inequalities formulation. The fault estimation scheme is evaluated through numerical simulations. Copyright © 2011 John Wiley & Sons, Ltd.
In this paper, a model-based fault estimation method for a particular class of discrete-time Descriptor Linear Parameter Varying (D-LPV) systems is developed. The main contribution of this work consists in the design of an observer that performs simultaneously both, the states estimation and the fault magnitude vectors, considered as unknown inputs. The conditions for the existence of such observer are given. Such conditions guarantee the observer stability and they are proved through a Lyapunov analysis combined with a Linear Matrix Inequalities (LMI) formulation. The fault estimation scheme is evaluated through numerical simulations.
SUMMARY In this paper, a model-based fault estimation method for a particular class of discrete-time descriptor linear parameter-varying systems is developed. The main contribution of this work consists in the design of an observer that performs simultaneously both, the states estimation and the fault magnitude vectors, considered as unknown inputs. The conditions for the existence of such observer are given. Such conditions guarantee the observer stability and they are proved through a Lyapunov analysis combined with a linear matrix inequalities formulation. The fault estimation scheme is evaluated through numerical simulations. Copyright [copy 2011 John Wiley & Sons, Ltd.
Author Rodrigues, M.
Theilliol, D.
Astorga-Zaragoza, C. M.
Ponsart, J. C.
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  surname: Rodrigues
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Issue 3
Keywords LPV systems
descriptor systems
observers
fault estimation
Language English
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  article-title: A method for designing fault diagnosis filters for LPV polytopic systems
  publication-title: Journal of Control Science and Engineering
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  contributor:
    fullname: Grenaille S
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Snippet SUMMARY In this paper, a model‐based fault estimation method for a particular class of discrete‐time descriptor linear parameter‐varying systems is developed....
SUMMARY In this paper, a model-based fault estimation method for a particular class of discrete-time descriptor linear parameter-varying systems is developed....
In this paper, a model-based fault estimation method for a particular class of discrete-time Descriptor Linear Parameter Varying (D-LPV) systems is developed....
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SubjectTerms Automatic
descriptor systems
Engineering Sciences
fault estimation
Faults
LPV systems
Mathematical analysis
Mathematical models
Observers
State estimation
Vectors (mathematics)
Title Fault diagnosis for a class of descriptor linear parameter-varying systems
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