Cyber-Physical Vehicle Systems: Methodology and Applications
暫譯: 網路物理車輛系統:方法論與應用
LV, Chen, Xing, Yang, Zhang, Junzhi
- 出版商: Morgan & Claypool
- 出版日期: 2020-01-17
- 售價: $2,250
- 貴賓價: 9.5 折 $2,138
- 語言: 英文
- 頁數: 86
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1681737337
- ISBN-13: 9781681737331
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商品描述
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.
商品描述(中文翻譯)
這本書研究了網路物理車輛系統(CPVS)的設計優化、狀態估計和先進控制方法,以及它們在現實世界汽車系統中的應用。
首先,在第一章中,介紹了在網路物理系統背景下,車輛設計和控制的主要挑戰及其最新技術。在第二章中,提出了一個基於網路物理系統(CPS)的框架,用於針對CPVS的植物和控制器參數進行高層次的共同設計優化,考慮到車輛的動態性能、可駕駛性和能量,以及不同的駕駛風格。系統描述、需求、限制、優化目標和方法論都進行了探討。在第三章中,研究了一種基於人工神經網路的估計方法,用於準確的CPVS狀態估計。在第四章中,為一個安全關鍵的CPVS設計了一個高精度控制器,並詳細介紹了控制合成和實驗驗證。全書中呈現的應用結果驗證了所提出的設計、估計、控制和優化的理論方法在網路物理車輛系統中的可行性和有效性。