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A fuel economy optimization system with applications in vehicles with human drivers and autonomous vehicles
Wu, Changxu; Zhao, Guozhen; Ou, Bo
第一作者Wu, Changxu
通讯作者邮箱changxu.wu@gmail.com
摘要

Motor vehicle powered by regular gasoline is one of major sources of pollutants for local and global environment. The current study developed and validated a new fuel-economy optimization system (FEOS), which receives input from vehicle variables and environment variables (e.g., headway spacing) as input, mathematically computes the optimal acceleration/deceleration value with Lagrange multipliers method, and sends the optimal values to drivers via a human-machine interface (HMI) or automatic control systems of autonomous vehicles. FEOS can be used in both free-flow and car-following traffic conditions. An experimental study was conducted to evaluate FEOS. It was found that without sacrificing driver safety, drivers with the aid of FEOS consumed significant less fuel than those without FEOS in all acceleration conditions (22-31% overall gas saving) and the majority of deceleration conditions (12-26% overall gas saving). Compared to relative expensive vehicle engineering system design and improvement, FEOS provides a feasible way to minimize fuel consumptions considering human factors. Applications of the optimal model in the design of both HMI for vehicles with human drivers and autonomous vehicles were discussed.

关键词Vehicle fuel economy Eco-driving Human–machine interface Autonomous vehicle Driving simulator analysis
2011
语种英语
DOI10.1016/j.trd.2011.06.002
发表期刊Transportation Research Part D-Transport and Environment
ISSN1361-9209
卷号16期号:7页码:515-524
收录类别SCI
WOS分区Q1
Q分类Q1
引用统计
被引频次:115[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.psych.ac.cn/handle/311026/32331
专题中国科学院心理研究所
作者单位Department of Industrial and Systems Engineering, State University of New York, Buffalo, USA
推荐引用方式
GB/T 7714
Wu, Changxu,Zhao, Guozhen,Ou, Bo. A fuel economy optimization system with applications in vehicles with human drivers and autonomous vehicles[J]. Transportation Research Part D-Transport and Environment,2011,16(7):515-524.
APA Wu, Changxu,Zhao, Guozhen,&Ou, Bo.(2011).A fuel economy optimization system with applications in vehicles with human drivers and autonomous vehicles.Transportation Research Part D-Transport and Environment,16(7),515-524.
MLA Wu, Changxu,et al."A fuel economy optimization system with applications in vehicles with human drivers and autonomous vehicles".Transportation Research Part D-Transport and Environment 16.7(2011):515-524.
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