Format:
1 Online-Ressource(X, 78 p.)
Edition:
1st ed. 2020.
ISBN:
9783031015045
Series Statement:
Synthesis Lectures on Advances in Automotive Technology
Content:
Preface -- Introductions -- Co-Design Optimization for Cyber-Physical Vehicle System -- State Estimation of Cyber-Physical Vehicle Systems -- Controller Design of Cyber-Physical Vehicle Systems -- Conclusions -- References -- Authors' Biographies .
Content:
This book studies the design optimization, state estimation, and advanced control methods for cyber-physical vehicle systems (CPVS) and their applications in real-world automotive systems. First, in Chapter 1, key challenges and state-of-the-art of vehicle design and control in the context of cyber-physical systems are introduced. In Chapter 2, a cyber-physical system (CPS) based framework is proposed for high-level co-design optimization of the plant and controller parameters for CPVS, in view of vehicle's dynamic performance, drivability, and energy along with different driving styles. System description, requirements, constraints, optimization objectives, and methodology are investigated. In Chapter 3, an Artificial-Neural-Network-based estimation method is studied for accurate state estimation of CPVS. In Chapter 4, a high-precision controller is designed for a safety-critical CPVS. The detailed control synthesis and experimental validation are presented. The application results presented throughout the book validate the feasibility and effectiveness of the proposed theoretical methods of design, estimation, control, and optimization for cyber-physical vehicle systems.
Additional Edition:
ISBN 9783031000096
Additional Edition:
ISBN 9783031003769
Additional Edition:
ISBN 9783031026324
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 9783031000096
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 9783031003769
Additional Edition:
Erscheint auch als Druck-Ausgabe ISBN 9783031026324
Language:
English
DOI:
10.1007/978-3-031-01504-5
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