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Titlebook: Observer Design for Control and Fault Diagnosis of Boolean Networks; Zhihua Zhang Book 2022 The Editor(s) (if applicable) and The Author(s

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發(fā)表于 2025-3-21 17:52:09 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Observer Design for Control and Fault Diagnosis of Boolean Networks
編輯Zhihua Zhang
視頻videohttp://file.papertrans.cn/701/700379/700379.mp4
圖書封面Titlebook: Observer Design for Control and Fault Diagnosis of Boolean Networks;  Zhihua Zhang Book 2022 The Editor(s) (if applicable) and The Author(s
描述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 wi
出版日期Book 2022
關(guān)鍵詞Observer design; Boolean control networks; fault detection; Optimal control; Observer design; Boolean con
版次1
doihttps://doi.org/10.1007/978-3-658-35929-4
isbn_softcover978-3-658-35928-7
isbn_ebook978-3-658-35929-4
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Fachmedien Wies
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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 wi978-3-658-35928-7978-3-658-35929-4
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Observer Design for Control and Fault Diagnosis of Boolean Networks978-3-658-35929-4
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Observer Design,1. Based on the Luenberger-like observer and by taking all possible unknown inputs into account with the help of the all-ones column vector, an approach to design unknown input observers for BCNs is proposed in Section?4.2.
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