Advances in state estimation, diagnosis and control of complex systems / Ye Wang.
2021
TJ213
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Title
Advances in state estimation, diagnosis and control of complex systems / Ye Wang.
Author
Wang, Ye.
ISBN
9783030524401 (electronic bk.)
303052440X (electronic bk.)
3030524396
9783030524395
303052440X (electronic bk.)
3030524396
9783030524395
Publication Details
Cham : Springer, [2021]
Language
English
Description
1 online resource
Item Number
10.1007/978-3-030-52440-1 doi
10.1007/978-3-030-52
10.1007/978-3-030-52
Call Number
TJ213
Dewey Decimal Classification
629.8015/1
Summary
This book presents theoretical and practical findings on the state estimation, diagnosis and control of complex systems, especially in the mathematical form of descriptor systems. The research is fully motivated by real-world applications (i.e., Barcelonas water distribution network), which require control systems capable of taking into account their specific features and the limits of operations in the presence of uncertainties stemming from modeling errors and component malfunctions. Accordingly, the book first introduces a complete set-based framework for explicitly describing the effects of uncertainties in the descriptor systems discussed. In turn, this set-based framework is used for state estimation and diagnosis. The book also presents a number of application results on economic model predictive control from actual water distribution networks and smart grids. Moreover, the book introduces a fault-tolerant control strategy based on virtual actuators and sensors for such systems in the descriptor form.
Note
"Doctoral Thesis accepted by Universitat Politècnica de Catalunya, Barcelona, Spain.
Bibliography, etc. Note
Includes bibliographical references.
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Springer theses.
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Advances in state estimation, diagnosis and control of complex systems.
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Table of Contents
Introduction
Set-based State Estimation Approaches for Descriptor Systems
Distributed Set-membership Approach based on Zonotopes
Set-based Fault Detection and Isolation for Descriptor Systems
Set-based Fault Estimation for Descriptor Systems.
Set-based State Estimation Approaches for Descriptor Systems
Distributed Set-membership Approach based on Zonotopes
Set-based Fault Detection and Isolation for Descriptor Systems
Set-based Fault Estimation for Descriptor Systems.