Exploring the Energy Efficiency of Electric Vehicles with Driving Behavioral Data from a Field Test and Questionnaire
Joint Authors
Wu, Jianping
Hu, Kezhen
Liu, Mingyu
Source
Journal of Advanced Transportation
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-10-16
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
With increasing concerns about urban air quality and carbon emissions, electric vehicles (EVs) have gained popularity in megacities, especially in Europe and Asia.
The energy consumption of EVs has subsequently caught researchers’ attention.
However, the exploration of energy consumption of EVs has largely focused on people’s revealed driving behavior and rarely touched on their self-perception of driving styles.
In this paper, we developed a more human-centric approach, aiming to investigate how the energy efficiency of EVs is shaped by the driving behavior and driving style in the urban scenario from field test data and driving style questionnaires (DSQs).
Field tests were carried out on a designated route for a total of 13 drivers in the city of Beijing, where vehicle operation parameters were recorded under both congested and smooth traffic conditions.
DSQs were collected from a larger pool of drivers including the field test drivers to be applied to driving style factor analysis.
The results of a correlation analysis demonstrate the dynamic interaction between drivers’ revealed behavior and stated driving style under different traffic conditions.
We also proposed an energy consumption prediction model with the fusion of collected driving parameters and DSQ data and the result is promising.
We hope that this study would draw inspiration for future research on people’s transitioning driving behavior in an electric-mobility era.
American Psychological Association (APA)
Hu, Kezhen& Wu, Jianping& Liu, Mingyu. 2018. Exploring the Energy Efficiency of Electric Vehicles with Driving Behavioral Data from a Field Test and Questionnaire. Journal of Advanced Transportation،Vol. 2018, no. 2018, pp.1-14.
https://search.emarefa.net/detail/BIM-1180892
Modern Language Association (MLA)
Hu, Kezhen…[et al.]. Exploring the Energy Efficiency of Electric Vehicles with Driving Behavioral Data from a Field Test and Questionnaire. Journal of Advanced Transportation No. 2018 (2018), pp.1-14.
https://search.emarefa.net/detail/BIM-1180892
American Medical Association (AMA)
Hu, Kezhen& Wu, Jianping& Liu, Mingyu. Exploring the Energy Efficiency of Electric Vehicles with Driving Behavioral Data from a Field Test and Questionnaire. Journal of Advanced Transportation. 2018. Vol. 2018, no. 2018, pp.1-14.
https://search.emarefa.net/detail/BIM-1180892
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1180892