An overview of eco-driving theory, capability evaluation, and training applications

N Xu, X Li, Q Liu, D Zhao - Sensors, 2021 - mdpi.com
Constrained by traditional fuel-saving technologies that have almost reached the limit of fuel-
saving potential, the difficulty in changing urban congestion, and the low market penetration …

Effective and acceptable eco-driving guidance for human-driving vehicles: A review

R Tu, J Xu, T Li, H Chen - … journal of environmental research and public …, 2022 - mdpi.com
Eco-driving guidance refers to courses, warnings, or suggestions provided to human drivers
to improve driving behaviour to enable less energy use and emissions. This paper reviews …

An improved method for evaluating eco-driving behavior based-on speed-specific vehicle-specific power distributions

L Zhang, Z Zhu, Z Zhang, G Song, Z Zhai… - … Research Part D …, 2022 - Elsevier
Eco-driving is the driving behavior that improves fuel efficiency and reduces emissions. It is
important to develop a method to accurately evaluate driving behaviors to support eco …

Fuel consumption estimation in heavy-duty trucks: Integrating vehicle weight into deep-learning frameworks

P Fan, G Song, Z Zhai, Y Wu, L Yu - Transportation Research Part D …, 2024 - Elsevier
Insufficient consideration of vehicle weight dynamics during real-world driving could lead to
inaccurate fuel consumption estimates. This study examined the impact of vehicle weight on …

An Eco-Driving Evaluation Method for Battery Electric Bus Drivers Using Low-Frequency Big Data

N Xu, X Li, F Yue, Y Jia, Q Liu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Eco-driving can reduce vehicle energy consumption and carbon dioxide emissions.
However, the effect of eco-driving training can diminish over time. It is necessary to provide …

Optimal allocation of urban new energy vehicles and traditional energy vehicles considering pollution and cost

X Guo, X Zhang, J Dong, X Yang - Environment, Development and …, 2024 - Springer
With a large number of new energy vehicles being put into use, it is the general trend for
traditional fuel vehicles to withdraw from the market in an orderly manner. Determining the …

GPS-based traffic conditions classification using machine learning approaches

U Ahmed, R Tu, J Xu, G Amirjamshidi… - Transportation …, 2023 - journals.sagepub.com
This paper addresses the problem of accurately estimating traffic conditions based on
sparse GPS information. GPS data have limited spatial-temporal availability, particularly at a …

Impact of vehicle platoon on energy and emission in mixed traffic environment

YT Zhang, YZ Chen, CL Shi, MB Hu - International Journal of …, 2023 - World Scientific
Vehicle platoons were recently proposed to reduce energy consumption and emissions.
However, the majority of platooning studies have focused on pure connected automated …

Assessing economic efficiency of driving behavior within traffic flow dynamics

W Zhou, H Zhao, C Pan, D Shi… - Proceedings of the …, 2024 - journals.sagepub.com
The widespread adoption of electric vehicles has a positive impact on energy conservation
and emission reduction, significantly contributing to sustainable development. This paper …

Evaluation of individual ecological driving behavior based on vehicle specific power distribution

W Chen, G Song, L Zhang - Eighth International Conference …, 2023 - spiedigitallibrary.org
Ecological driving can significantly cut down on fuel use and exhaust emissions, which
benefits both the environment and the economy. The development of an individual …