Institutional Repository, Institute of Psychology, Chinese Academy of Sciences
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 |
DOI | 10.1016/j.trd.2011.06.002 |
发表期刊 | Transportation Research Part D-Transport and Environment |
ISSN | 1361-9209 |
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 | |
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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文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
A fuel economy optim(446KB) | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 浏览 请求全文 |
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