Predicting CO2 Emissions from Traffic Vehicles for Sustainable and Smart Environment Using a Deep Learning Model

AH Al-Nefaie, THH Aldhyani - Sustainability, 2023 - mdpi.com
… modeling and predicting the CO 2 emissions of vehicles using advanced artificial … CO 2
emission by vehicles dataset from Kaggle, which includes different parameters, namely, vehicle

An approach for modelling CO2 emissions from road traffic in urban areas

F Nejadkoorki, K Nicholson, I Lake, T Davies - Science of the total …, 2008 - Elsevier
traffic CO 2 emissions for an urban area with street level resolution. The first component
enables the determination of the road traffic … by traffic density and this affects vehicle emissions

[HTML][HTML] Fuel consumption and CO2 emissions from passenger cars in Europe–Laboratory versus real-world emissions

G Fontaras, NG Zacharof, B Ciuffo - Progress in energy and combustion …, 2017 - Elsevier
… values do not reflect the actual performance of the vehicles on the … CO 2 emissions on the
road and in the laboratory. Factors such as driving behaviour, vehicle configuration and traffic

Influence of the stop/start system on CO2 emissions of a diesel vehicle in urban traffic

N Fonseca, J Casanova, M Valdés - Transportation Research Part D …, 2011 - Elsevier
… This paper presents measurements of CO 2 emission and efficiency of stop/… vehicle in
urban traffic. Two four-wheel-drive diesel vehicles with on-board exhaust emission and vehicle

Improving fuel consumption and CO2 emissions calculations in urban areas by coupling a dynamic micro traffic model with an instantaneous emissions model

C Samaras, D Tsokolis, S Toffolo, G Magra… - … Research Part D …, 2018 - Elsevier
… an enhanced micro traffic model with a detailed vehicle instantaneous emissions model. The
… the dynamic traffic flows for estimating vehicle fuel consumption and CO 2 emissions, which …

[HTML][HTML] Including congestion effects in urban road traffic CO2 emissions modelling: Do Local Government Authorities have the right options?

M Grote, I Williams, J Preston, S Kemp - Transportation Research Part D …, 2016 - Elsevier
… Results of the literature review indicate that readily available data are aggregated at traffic
level rather than disaggregated at individual vehicle level. Hence, a hypothesis is put forward …

[PDF][PDF] Traffic congestion and greenhouse gases

M Barth, K Boriboonsomsin - Access Magazine, 2009 - escholarship.org
… and detailed information on the vehicle, we can estimate the CO2 emissions using a vehicle
… how different traffic management techniques can affect vehicle emissions such as CO2. The …

[HTML][HTML] The application of the CO2MPAS model for vehicle CO2 emissions estimation over real traffic conditions

C Mogno, G Fontaras, V Arcidiacono, D Komnos… - Transport Policy, 2022 - Elsevier
… of CO 2 MPAS to predict reliably vehicle CO 2 emissions over real-world conditions, a set of
on-road measurements with portable emissions … data of the vehicle, combined with vehicle

An estimation of traffic related CO2emissions from motor vehicles in the capital city of, Iran

A Kakouei, A Vatani, AKB Idris - … journal of environmental health science & …, 2012 - Springer
CO 2 emissions among major motor vehicles in Tehran are shown in Figure 1. In comparison
to the total vehicles moving in the city, the CO 2 emissions … of its total emissions, compared …

The impact of road grade on carbon dioxide (CO2) emission of a passenger vehicle in real-world driving

DW Wyatt, H Li, JE Tate - Transportation Research Part D: Transport and …, 2014 - Elsevier
… estimation models are required that can predict emissions of vehicles in real-… vehicle
emission modelling. The sensitivity of CO 2 emission predictions to road grade, in a range of traffic