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Observer Design for Control and Fault Diagnosis of Boolean Networks free ebook download

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Other Engineering

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Author(s):	Zhihua Zhang

Date:	2021	Format:	pdf	Language:	English	ISBN/ASIN:	3658359285
Pages:	187	OCR:		Quality:		ISBN13:
Uploader:	alex21s	Upload Date:	12/23/2021 10:17:30 PM

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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.
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3064015	Book	https://k2s.cc/file/f7532dc1c8d5f/365835...		0.00	alex21s

Tags: Boolean Control Design Diagnosis Fault Networks Observer

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Observer Design for Control and Fault Diagnosis of Boolean Networks free ebook download

Category: Other Engineering

Description: Click to see full description

Category:
Other Engineering