Detection filter design for LPV systems—a geometric approach |
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Authors: | J. Bokor [Author Vitae] G. Balas [Author Vitae] |
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Affiliation: | a Computer and Automation Research Institute, Hungarian Academy of Sciences, Kende u. 13-17., Budapest H-1111, Hungary b Department of Aerospace Engineering and Mechanics, University of Minnesota, MN 55455, USA |
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Abstract: | This paper investigates fault detection and isolation of linear parameter-varying (LPV) systems by using parameter-varying (C,A)-invariant subspace and parameter-varying unobservability subspaces. The so called “detection filter” approach, formulated as the fundamental problem of residual generation (FPRG) for linear time-invariant (LTI) systems, is extended for a class of LPV systems. The question of stability is addressed in the terms of Lyapunov quadratic stability by using linear matrix inequalities. The results are applied to the model of a generic small commercial aircraft. |
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Keywords: | Failure detection LPV systems |
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