Vehicle emission models and traffic simulators: a review

M Mądziel - Energies, 2023 - mdpi.com
Accurate estimations and assessments of vehicle emissions can support decision-making
processes. Current emission estimation tools involve several calculation methods that …

Modelling CO2 Emissions from Vehicles Fuelled with Compressed Natural Gas Based on On-Road and Chassis Dynamometer Tests

M Mądziel - Energies, 2024 - mdpi.com
In response to increasingly stringent global environmental policies, this study addresses the
pressing need for accurate prediction models of CO2 emissions from vehicles powered by …

Instantaneous CO2 emission modelling for a Euro 6 start-stop vehicle based on portable emission measurement system data and artificial intelligence methods

M Mądziel - Environmental Science and Pollution Research, 2024 - Springer
One of the increasingly common methods to counteract the increased fuel consumption of
vehicles is start-stop technology. This paper introduces a methodology which presents the …

[HTML][HTML] Future cities carbon emission models: hybrid vehicle emission modelling for low-emission zones

M Mądziel - Energies, 2023 - mdpi.com
Current emission models primarily focus on traditional combustion vehicles and may not
accurately represent emissions from the increasingly diverse vehicle fleet. The growing …

Quantifying emissions in vehicles equipped with energy-saving start–stop technology: THC and NOx modeling insights

M Mądziel - Energies, 2024 - mdpi.com
Creating accurate emission models capable of capturing the variability and dynamics of
modern propulsion systems is crucial for future mobility planning. This paper presents a …

High Degree of Electrification in Heavy-Duty Vehicles

S Martinez-Boggio, J Monsalve-Serrano, A García… - Energies, 2023 - mdpi.com
Because of the rising demand for CO2 emission limits and the high cost of fuel, the
electrification of heavy-duty vehicles has become a hot topic. Manufacturers have tried a …

Deep learning model based prediction of vehicle CO2 emissions with eXplainable AI integration for sustainable environment

GMI Alam, S Arfin Tanim, SK Sarker, Y Watanobe… - Scientific Reports, 2025 - nature.com
The transportation industry contributes significantly to climate change through carbon
dioxide (CO 2) emissions, intensifying global warming and leading to more frequent and …

[HTML][HTML] Modeling Exhaust Emissions in Older Vehicles in the Era of New Technologies

M Mądziel - Energies, 2024 - mdpi.com
In response to increasing environmental demands, modeling emissions from older vehicles
presents a significant challenge. This paper introduces an innovative methodology that …

Assessing the impact of driving behaviors and traffic conflicts on vehicle emissions at non-signalized intersections using a trajectory-based computational framework

Y Wang, H Chai, Z Zhang, X Zeng, H Hu - … Energy Technologies and …, 2024 - Elsevier
Vehicle emissions can rise due to traffic conflicts and aggressive driving behaviors, such as
frequent acceleration and deceleration. This issue is particularly pronounced at non …

[PDF][PDF] Predictive Artificial Intelligence Models for Energy Efficiency in Hybrid and Electric Vehicles: Analysis for Enna, Sicily.

M Mądziel, T Campisi - Energies (19961073), 2024 - researchgate.net
Developments in artificial intelligence techniques allow for an improvement in sustainable
mobility strategies with particular reference to energy consumption estimates of electric …