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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 …
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 …
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 …
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 …
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 …
modern propulsion systems is crucial for future mobility planning. This paper presents a …
High Degree of Electrification in Heavy-Duty Vehicles
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 …
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
The transportation industry contributes significantly to climate change through carbon
dioxide (CO 2) emissions, intensifying global warming and leading to more frequent and …
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 …
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
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 …
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.
Developments in artificial intelligence techniques allow for an improvement in sustainable
mobility strategies with particular reference to energy consumption estimates of electric …
mobility strategies with particular reference to energy consumption estimates of electric …