Paper Info
Title
Fuel consumption analysis of driven trips with respect to route choice
Abstract
Advances in technology equip traffic domain with instruments to gather and analyse data for safe and fuel-efficient traveling. In this article, we elaborate on the effects that taxi drivers' route selection has on fuel efficiency. For this purpose, we fuse real driving behaviour data from taxi cabs, weather, digital map, and traffic situation information to gain understanding of how the routes are selected and what are the effects in terms of fuel-efficiency. Analysis of actually driven trips and their quickest and shortest counterparts is conducted to find out the fuel-efficiency consequences on route selection. The judgments are used for developing a fuel-consumption model, exploring further the route characteristics and external factors affecting fuel consumption.
Year
DOI
Venue
2020
10.1109/ICDEW49219.2020.000-9
2020 IEEE 36th International Conference on Data Engineering Workshops (ICDEW)
Keywords
DocType
ISSN
data fusion,fuel-efficiency,route selection,traffic analysis
Conference
1943-2895
ISBN
Citations 
PageRank 
978-1-7281-4267-8
1
0.36
References 
Authors
6
7
Name
Order
Citations
PageRank
Ekaterina Gilman17711.83
Satu Tamminen223.47
Anja Keskinarkaus3587.17
Theodoros Anagnostopoulos415714.54
Xiang Su515726.32
Susanna Pirttikangas616923.63
Jukka Riekki770185.55