A review of machine learning approaches for electric vehicle energy consumption modelling in urban transportation

X Zhang, Z Zhang, Y Liu, Z Xu, X Qu - Renewable Energy, 2024 - Elsevier
Global warming and carbon emissions have drawn attention to the need to decarbonize
transport. Promoting electric vehicles (EVs) has become an important strategy towards this …

A systematic review of generative adversarial networks for traffic state prediction: overview, taxonomy, and future prospects

Y Li, F Bai, C Lyu, X Qu, Y Liu - Information Fusion, 2025 - Elsevier
In recent years, advances in deep learning have had a significant impact in the
transportation domain, notably through the use of generative adversarial networks (GAN). As …

Safety of cyclists interacting with autonomous vehicles: a combined microscopic simulation and SSAM analysis

A Hammami, A Borsos - Travel behaviour and society, 2024 - Elsevier
The aim of this paper is to investigate the safety of cyclists while interacting with autonomous
vehicles (AVs) in an uncontrolled T-intersection using PTV Vissim microsimulation combined …

[HTML][HTML] Traffic Safety Evaluation of Downstream Intersections on Urban Expressways Based on Analytical Hierarchy Process–Matter-Element Method

T Feng, Y Liu, C Chen, K Liu, C Huang - Sustainability, 2024 - mdpi.com
This study aimed to explore the traffic safety evaluation model for downstream intersections
of urban expressway exits and make up for the shortcomings in safety research on …

Investigating the contributing factors to autonomous Vehicle-Road user Conflicts: A Data-Driven approach

M Gabaire, H Ghomi, M Hussein - Accident Analysis & Prevention, 2025 - Elsevier
With the imminent widespread integration of Autonomous Vehicles (AVs) into our traffic
ecosystem, understanding the factors that impact their safety is a vital research area. To that …

Analysis of the inter-city shared mobility system based on autonomous electric vehicles

P Wang, H Jiang, Y Cui, M Zhao, Y Ren, L Xu - Renewable Energy, 2025 - Elsevier
While autonomous electric vehicles (AEVs) have been preliminarily implemented in shared
travel services from both technical and theoretical perspectives, challenges such as …

[HTML][HTML] Development of Integrated Driving Evaluation Index by Proportion of Autonomous Vehicles for Future Intelligent Transportation Systems

M Kim, H Kim, C Oh - Applied Sciences, 2024 - mdpi.com
As the market penetration rate (MPR) of autonomous vehicles increases, it is expected that
the safety of mixed traffic situations will change due to interactions between vehicles. A …

Autonomous ground vehicles: technological advancements, implementation challenges, and future directions

V Patkar, N Mehendale - International Journal of Intelligent Robotics and …, 2025 - Springer
Autonomous ground vehicles (AGVs) are revolutionizing transportation with their self-
operating capabilities. This review delves into the key technologies powering AGVs, such as …

Development of Connected Vehicle Feature System to Improve Road Safety through Data Transfer

S Allirani, H Vidhya, T Rasika… - … on Applied Artificial …, 2024 - ieeexplore.ieee.org
The seamless data exchange that has revolutionized the transportation sector in the age of
connected vehicles has improved convenience, efficiency, and safety. The exponential …