Eco-driving, as individual car-use behavior, is a cost-effective way of improving fuel efficiency, reducing CO2 emissions and other air pollutants like NOx. This paper aims to expand the knowledge on the short-term impacts of eco-driving by developing an analytical model of the key factors that explain fuel consumption and eco-driving, and to examine their relations in greater depth. Additionally, this paper analyses the effects on drivers' stress levels after eco-driving.An eco-driving field trial is applied to collect real data of 1156 trips, using two vehicles and 24 drivers (42% Female; Age, M = 30.15; Years of driving experience, M = 10.30) in two Spanish cities with different road characteristics. A sequential method involving factor analysis, regression analysis and path analysis is used to analyze the sample.The results confirm that eco-driving is strongly affected by driving behavior like deceleration rate, RPM and speed, also showing that external factors as congestion and road slope have a direct influence on fuel consumption. The results also reveal that perceived stress levels vary among drivers, but there is not significant change when drivers eco driving.
Multivariate analysis of fuel consumption related to eco-driving: Interaction of driving patterns and external factors / Lois, D.; Wang, Y.; Boggio Marzet, A.; Monzon, A.. - In: TRANSPORTATION RESEARCH. PART D, TRANSPORT AND ENVIRONMENT. - ISSN 1361-9209. - ELETTRONICO. - 72:(2019), pp. 232-242. [10.1016/j.trd.2019.05.001]
Multivariate analysis of fuel consumption related to eco-driving: Interaction of driving patterns and external factors
Boggio Marzet A.;
2019
Abstract
Eco-driving, as individual car-use behavior, is a cost-effective way of improving fuel efficiency, reducing CO2 emissions and other air pollutants like NOx. This paper aims to expand the knowledge on the short-term impacts of eco-driving by developing an analytical model of the key factors that explain fuel consumption and eco-driving, and to examine their relations in greater depth. Additionally, this paper analyses the effects on drivers' stress levels after eco-driving.An eco-driving field trial is applied to collect real data of 1156 trips, using two vehicles and 24 drivers (42% Female; Age, M = 30.15; Years of driving experience, M = 10.30) in two Spanish cities with different road characteristics. A sequential method involving factor analysis, regression analysis and path analysis is used to analyze the sample.The results confirm that eco-driving is strongly affected by driving behavior like deceleration rate, RPM and speed, also showing that external factors as congestion and road slope have a direct influence on fuel consumption. The results also reveal that perceived stress levels vary among drivers, but there is not significant change when drivers eco driving.File | Dimensione | Formato | |
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https://hdl.handle.net/11583/2992649