Fuel consumption analysis of driven trips with respect to route choice
Authors: Anagnostopoulos, Theodoros 
Riekki, Jukka 
Su, Xiang 
Gilman, Ekaterina 
Tamminen, Satu 
Pirttikangas, Susanna 
Keskinarkaus, Anja 
Issue Date: 1-Apr-2020
Conference: 36th International Conference on Data Engineering Workshops (ICDEW 2020), 20-24 April 2020, Dallas, TX, USA 
Book: Proceedings of the 36th International Conference on Data Engineering Workshops (ICDEW 2020) 
Keywords: Data fusion, Fuel-efficiency, Route selection, Traffic analysis
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.
ISBN: 978-1-7281-4266-1
ISSN: 2473-3490
DOI: 10.1109/ICDEW49219.2020.000-9
URI: https://uniwacris.uniwa.gr/handle/3000/2703
Type: Conference Paper
Department: Department of Business Administration 
School: School of Administrative, Economics and Social Sciences 
Affiliation: University of West Attica (UNIWA) 
Appears in Collections:Book Chapter / Κεφάλαιο Βιβλίου

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