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Observer Design for Control and Fault Diagnosis of Boolean Networks
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ISBN: 9783658359294 9783658359287 9783658359300 Year: 2022 Publisher: Wiesbaden Springer Fachmedien, Imprint: Springer Vieweg

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Abstract

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. About the author Zhihua Zhang received the B.Sc. degree and M.Sc. degree in electrical engineering from the TU Kaiserslautern, Germany, respectively, in 2013 and 2015. In 2021 he finished Ph.D. in the area of Boolean control networks.


Book
Observer Design for Control and Fault Diagnosis of Boolean Networks
Authors: ---
ISBN: 9783658359294 Year: 2022 Publisher: Wiesbaden Springer Fachmedien Wiesbaden :Imprint: Springer Vieweg

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Digital
New Prospects in Environmental Geosciences and Hydrogeosciences : Proceedings of the 2nd Springer Conference of the Arabian Journal of Geosciences (CAJG-2), Tunisia 2019
Authors: --- --- --- --- --- et al.
ISBN: 9783030725433 9783030725426 9783030725440 9783030725457 Year: 2022 Publisher: Cham Springer International Publishing

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This edited book gives a general overview on current research, focusing on geoenvironmental issues and challenges in hydrogeosciences in model regions in Asia, Europe, and America, with a focus on the Middle East and Mediterranean region and surrounding areas. This proceedings book is based on the accepted papers for oral/poster presentations at the 2nd Springer Conference of the Arabian Journal of Geosciences (CAJG-2), Tunisia 2019. It offers a broad range of recent studies that discuss the latest advances in geoenvironmental and hydrogeosciences from diverse backgrounds including climate change, geoecology, biogeochemistry, water resources management, and environmental monitoring and assessment. It shares insights on how the understanding of ecological, climatological, oceanic and hydrological processes is the key for improving practices in environment management, including the eco-responsibility, scientific integrity, and social and ethical dimensions. It is of interest to scientists, engineers, practitioners, and policymakers in the field of environmental sciences including climatology, oceanography, ecology, biogeochemistry, environmental management, hydrology, hydrogeology, and geosciences in general. In particular, this book is of great value to students and environment-related professionals for further investigations on the state of Earth systems.


Book
New Prospects in Environmental Geosciences and Hydrogeosciences
Authors: --- --- --- --- --- et al.
ISBN: 9783030725433 Year: 2022 Publisher: Cham Springer International Publishing :Imprint: Springer

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