In this thesis we are concerned with the robustness analysis and control of uncertain systems. We built upon a powerful framework, the so-called integral quadratic constraint (IQC) approach, which enables us, not only to efficiently perform robust stability and performance analysis for a large class
A Quadratic Constraint Approach to Model Predictive Control of Interconnected Systems
โ Scribed by Anthony Tri Tran C., Quang Ha
- Publisher
- Springer Singapore
- Year
- 2018
- Tongue
- English
- Leaves
- 247
- Series
- Studies in Systems, Decision and Control 148
- Edition
- 1st ed.
- Category
- Library
No coin nor oath required. For personal study only.
โฆ Synopsis
This book focuses on the stabilization and model predictive control of interconnected systems with mixed connection configurations. It introduces the concept of dissipation-based quadratic constraint for developing attractivity assurance methods for interconnected systems. In order to develop these methods, distributed and decentralized architectures are employed, whereby the communication between subsystems is fully connected, partially connected, or completely disconnected. Given that the control inputs are entirely or partially decoupled between subsystems and no additional constraints are imposed on the interactive variables beyond the coupling constraint itself, the proposed approaches can be used with various types of systems and applications. Further, the book describes how the effects of coupling delays and data losses in device networks are resolved. From a practical perspective, the innovations presented are of benefit in applications in a broad range of fields, including the process and manufacturing industries, networked robotics, and network-centric systems such as chemical process systems, power systems, telecommunication networks, transportation networks, and, no less importantly, supply chain automation.
โฆ Table of Contents
Front Matter ....Pages i-xvii
Introduction (Anthony Tri Tran C., Quang Ha)....Pages 1-29
Quadratic Constraint for Decentralised Model Predictive Control (Anthony Tri Tran C., Quang Ha)....Pages 31-57
Quadratic Constraint for Parallel Splitting Systems (Anthony Tri Tran C., Quang Ha)....Pages 59-79
Quadratic Constraint for Semi-automatic Control (Anthony Tri Tran C., Quang Ha)....Pages 81-105
Quadratic Constraint with Data Losses (Anthony Tri Tran C., Quang Ha)....Pages 107-150
Accumulative Quadratic Constraint (Anthony Tri Tran C., Quang Ha)....Pages 151-178
Dependable Control Systems with Internet of Things (Anthony Tri Tran C., Quang Ha)....Pages 179-207
Back Matter ....Pages 209-236
โฆ Subjects
Engineering; Computational Intelligence; Control; Communications Engineering, Networks
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