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Reducing Tyre Wear Emissions of Automated Articulated Vehicles through Trajectory Planning

Authors :
Georgios Papaioannou
Vallan Maroof
Jenny Jerrelind
Lars Drugge
Source :
Sensors, Vol 24, Iss 10, p 3179 (2024)
Publication Year :
2024
Publisher :
MDPI AG, 2024.

Abstract

Effective emission control technologies and eco-friendly propulsion systems have been developed to decrease exhaust particle emissions. However, more work must be conducted on non-exhaust traffic-related sources such as tyre wear. The advent of automated vehicles (AVs) enables researchers and automotive manufacturers to consider ways to further decrease tyre wear, as vehicles will be controlled by the system rather than by the driver. In this direction, this work presents the formulation of an optimal control problem for the trajectory optimisation of automated articulated vehicles for tyre wear minimisation. The optimum velocity profile is sought for a predefined road path from a specific starting point to a final one to minimise tyre wear in fixed time cases. Specific boundaries and constraints are applied to the problem to ensure the vehicle’s stability and the feasibility of the solution. According to the results, a small increase in the journey time leads to a significant decrease in the mass loss due to tyre wear. The employment of articulated vehicles with low powertrain capabilities leads to greater tyre wear, while excessive increases in powertrain capabilities are not required. The conclusions pave the way for AV researchers and manufacturers to consider tyre wear in their control modules and come closer to the zero-emission goal.

Details

Language :
English
ISSN :
24103179 and 14248220
Volume :
24
Issue :
10
Database :
Directory of Open Access Journals
Journal :
Sensors
Publication Type :
Academic Journal
Accession number :
edsdoj.f1ac4f57745bdb759a825238fc253
Document Type :
article
Full Text :
https://doi.org/10.3390/s24103179