Advances in State Estimation, Diagnosis and Control of Complex Systems

✍ Scribed by Ye Wang

• Publisher: Springer International Publishing;Springer
• Year: 2021
• Tongue: English
• Leaves: 252
• Series: Springer Theses
• Edition: 1st ed.
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

Front Matter ....Pages i-xxvii
Introduction (Ye Wang)....Pages 1-21
Front Matter ....Pages 23-23
Set-Based State Estimation Approaches for Descriptor Systems (Ye Wang)....Pages 25-56
Distributed Set-Membership Approach Based on Zonotopes (Ye Wang)....Pages 57-69
Front Matter ....Pages 71-71
Set-Based Fault Detection and Isolation for Descriptor Systems (Ye Wang)....Pages 73-104
Set-Based Fault Estimation for Descriptor Systems (Ye Wang)....Pages 105-123
Set-Invariance Characterizations and Active Mode Detection for Descriptor Systems (Ye Wang)....Pages 125-149
Front Matter ....Pages 151-151
Economic Model Predictive Control Strategies Based on a Periodicity Constraint (Ye Wang)....Pages 153-175
Applications of Economic Model Predictive Control Strategies for Complex Systems (Ye Wang)....Pages 177-213
Fault-Tolerant Control of Discrete-Time Descriptor Systems Using Virtual Actuator and Virtual Sensor (Ye Wang)....Pages 215-232
Concluding Remarks (Ye Wang)....Pages 233-235
Back Matter ....Pages 237-237

✦ Subjects

Engineering; Control; Complexity; Energy Systems