Téléchargez le livre : Observer Design for Control and Fault Diagnosis of Boolean Networks

Observer Design for Control and Fault Diagnosis of Boolean Networks

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Springer Vieweg


Paru le : 2021-12-11

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Description
Boolean control networks (BCNs) are a kind of parameter-free model, which can be used to approximate the qualitative behavior of biological systems. After converting into a model similar to the standard discrete-time state-space model, control-theoretic problems of BCNs can be studied. In control theory, state observers can provide state estimation for any other applications. Reconstructibility condition is necessary for the existence of state observers. In this thesis explicit and recursive methods have been developed for reconstructibility analysis. Then, an approach to design Luenberger-like observer has been proposed, which works in a two-step process (i.e. predict and update). If a BCN is reconstructible, then an accurate state estimate can be provided by the observer no later than the minimal reconstructibility index. For a wide range of applications the approach has been extended to enable design of unknown input observer, distributed observers and reduced-order observer. The performance of the observers has been evaluated thoroughly. Furthermore, methods for output tracking control and fault diagnosis of BCNs have been developed. Finally, the developed schemes are tested with numerical examples.
Pages
169 pages
Collection
n.c
Parution
2021-12-11
Marque
Springer Vieweg
EAN papier
9783658359287
EAN PDF
9783658359294
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
16
Taille du fichier
2488 Ko
Prix
94,94 €
EAN EPUB
9783658359294
Informations sur l'ebook
Nombre pages copiables
1
Nombre pages imprimables
16
Taille du fichier
13855 Ko
Prix
94,94 €

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