Advances in State Estimation, Diagnosis and Control of Complex Systems

1. Auflage 2021
ISBN: 978-3-030-52442-5
Verlag: Springer International Publishing

Buch, Englisch, 237 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 411 g

Reihe: Springer Theses

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., Barcelona’s 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.

Zielgruppe

Research

Autoren/Hrsg.

Wang, Ye

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Berechenbarkeitstheorie, Komplexitätstheorie
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Regelungstechnik
• Mathematik | Informatik Mathematik Mathematik Interdisziplinär Systemtheorie
• Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Kybernetik, Systemtheorie, Komplexe Systeme
• Technische Wissenschaften Energietechnik | Elektrotechnik Energietechnik & Elektrotechnik

Inhaltsverzeichnis

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.