作者
Engin Ozatay, Simona Onori, James Wollaeger, Umit Ozguner, Giorgio Rizzoni, Dimitar Filev, John Michelini, Stefano Di Cairano
发表日期
2014/5/19
期刊
IEEE Transactions on Intelligent Transportation Systems
卷号
15
期号
6
页码范围
2491-2505
出版商
IEEE
简介
Driving style, road geometry, and traffic conditions have a significant impact on vehicles' fuel economy. In general, drivers are not aware of the optimal velocity profile for a given route. Indeed, the global optimal velocity trajectory depends on many factors, and its calculation requires intensive computations. In this paper, we discuss the optimization of the speed trajectory to minimize fuel consumption and communicate it to the driver. With this information the driver can adjust his/her speed profile to reduce the overall fuel consumption. We propose to perform the computation-intensive calculations on a distinct computing platform called the “cloud.” In our approach, the driver sends the information of the intended travel destination to the cloud. In the cloud, the server generates a route, collects the associated traffic and geographical information, and solves the optimization problem by a spatial domain dynamic …
引用总数
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学术搜索中的文章
E Ozatay, S Onori, J Wollaeger, U Ozguner, G Rizzoni… - IEEE Transactions on Intelligent Transportation …, 2014