Understanding the spatio-temporally heterogeneous effects of built environment on urban travel emissions

C Zhao, J Tang, Y Zeng, Z Li, F Gao - Journal of Transport Geography, 2023 - Elsevier
Transportation has become one of the fastest-growing fields for greenhouse gas emissions.
It is important to promote the coordinated development of cities and transportation. To …

ACO-based traffic routing method with automated negotiation for connected vehicles

TH Nguyen, JJ Jung - Complex & Intelligent Systems, 2023 - Springer
Most traffic control systems are centralized, where all the collected data can be analyzed to
make a decision. However, there are problems with computational complexity and, more …

New fuel consumption model considering vehicular speed, acceleration, and jerk

L Zhang, K Peng, X Zhao, AJ Khattak - Journal of Intelligent …, 2023 - Taylor & Francis
A novel computational model for the volatile state was developed to improve eco-driving in
intelligent transportation systems (ITS). First, the volatile state was divided into eight types …

Predictability of vehicle fuel consumption using LSTM: Findings from field experiments

G Wang, L Zhang, Z Xu, R Wang, SM Hina… - … Engineering, Part A …, 2023 - ascelibrary.org
It has been well-recognized that driving behaviors significantly impact the fuel consumption
of vehicles. To explore how well deep learning methods can predict fuel consumption …

Traffic emission estimation under incomplete information with spatiotemporal convolutional GAN

Z Zhao, Y Cao, Z Xu, Y Kang - Neural Computing and Applications, 2023 - Springer
Precise emission estimation of vehicle exhausts is crucial to urban traffic pollution
prevention and control. Existing methods utilize the widely distributed and large number of …

Development of Machine Learning based approach to predict fuel consumption and maintenance cost of Heavy-Duty Vehicles using diesel and alternative fuels

S Katreddi - 2023 - search.proquest.com
One of the major contributors of human-made greenhouse gases (GHG) namely carbon
dioxide (CO 2), methane (CH 4), and nitrous oxide (NO X) in the transportation sector and …

Ad-hoc platoon formation and dissolution strategies for multi-lane highways

S Maiti, S Winter, L Kulik, S Sarkar - Journal of Intelligent …, 2023 - Taylor & Francis
Vehicle platooning, a coordinated and controlled vehicle-following strategy, addresses the
issue of high fuel consumption of heavy-duty vehicles. This research considers platoons that …

Eco-pinn: A physics-informed neural network for eco-toll estimation

Y Li, M Yang, M Eagon, M Farhadloo, Y Xie… - Proceedings of the 2023 …, 2023 - SIAM
The eco-toll estimation problem quantifies the expected environmental cost (eg, energy
consumption, exhaust emissions) for a vehicle to travel along a path. This problem is …

Spatial-Dependent Robust Control Strategy for On-Ramp Merging

T Meng, J Huang, Z Hu, Z Yang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
A spatial-dependent robust control strategy is proposed for the on-ramp merging problem
based on the coordination of the connected and automated vehicles. In the proposed …

Cooperative parking search strategy through V2X communications: an agent-based decision

MELA Ameur, H Drias, B Brik - Wireless Networks, 2023 - Springer
Finding parking spots in urban areas poses significant challenges due to the ever increasing
complexities of the transportation endeavor, resulting in issues like traffic jams, higher fuel …