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Cyber-physical vehicle systems = met...
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Lv, Chen,
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Cyber-physical vehicle systems = methodology and applications /
Record Type:
Electronic resources : Monograph/item
Title/Author:
Cyber-physical vehicle systems/ Chen Lv, Yang Xing, Junzhi Zhang, Dongpu Cao.
Reminder of title:
methodology and applications /
remainder title:
Methodology and applications
Author:
Lv, Chen,
other author:
Xing, Yang,
Description:
1 online resource (87 p.)
Subject:
Vehicles - Automatic control. -
Online resource:
https://portal.igpublish.com/iglibrary/search/MCPB0006514.html
ISBN:
9781681737317
Cyber-physical vehicle systems = methodology and applications /
Lv, Chen,
Cyber-physical vehicle systems
methodology and applications /[electronic resource] :Methodology and applicationsChen Lv, Yang Xing, Junzhi Zhang, Dongpu Cao. - 1 online resource (87 p.) - Synthesis lectures on advances in automotive technology. - Synthesis lectures on advances in automotive technology..
Includes bibliographical references (pages 63-72).
Access restricted to authorized users and institutions.
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.
Mode of access: World Wide Web.
ISBN: 9781681737317Subjects--Topical Terms:
1569142
Vehicles
--Automatic control.Index Terms--Genre/Form:
542853
Electronic books.
LC Class. No.: TL152.8
Dewey Class. No.: 629.04
Cyber-physical vehicle systems = methodology and applications /
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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.
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https://portal.igpublish.com/iglibrary/search/MCPB0006514.html
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EB TL152.8
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