Toward a Machine Learning Approach to Predict the CO2 Rating of Fuel-Consuming Vehicles in Canada

SD Bappon, A Dey, SM Sabuj… - 2022 25th International …, 2022 - ieeexplore.ieee.org
Global warming is becoming a major concern for almost all countries nowadays. Burning
fossil fuels, most of which by vehicles is the main cause of increasing toxic CO 2 in the air we …

A Comparative Study of Machine Learning and Deep Learning Techniques for Prediction of CO Emission in Cars

S Shah, S Thakar, K Jain, B Shah, S Dhage - Proceedings of Third …, 2023 - Springer
The most recent concern of all people on the Earth is the increase in the concentration of
greenhouse gas in the atmosphere. The concentration of these gases has risen rapidly over …

A Predictive Analysis on CO2 Emissions in Automobiles using Machine Learning Techniques

MS Manvitha, MV Pujitha, NH Prasad… - … on Intelligent Data …, 2023 - ieeexplore.ieee.org
1.80 metric tonnes of CO 2 are emitted by citizens in India, which is highly detrimental to all
living beings. Climate change and glacier melting are the results of CO 2 emissions. Sea …

A Comparative Study of Machine Learning and Deep Learning Techniques for Prediction of Co2 Emission in Cars

S Shah, S Thakar, K Jain, B Shah, S Dhage - arXiv preprint arXiv …, 2022 - arxiv.org
The most recent concern of all people on Earth is the increase in the concentration of
greenhouse gas in the atmosphere. The concentration of these gases has risen rapidly over …

Predicting CO2 Emissions by Vehicles Using Machine Learning

AS Chadha, Y Shinde, N Sharma, PK De - International Conference on …, 2022 - Springer
In the previous decade, the measure of CO2 outflows has seen a critical increment, this is
coming about to be a significant justification for environmental change. A significant …

Machine learning application for automotive emission prediction

S Kangralkar, R Khanai - 2021 6th International Conference for …, 2021 - ieeexplore.ieee.org
Over the past years, the demand for transport infrastructure and automotive has increased
drastically. India is one of the world's largest market for automotive and contributes …

An Optimal Approach to Vehicular CO2 Emissions Prediction using Deep Learning

S Sahay, P Pawar - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
One of the biggest challenges faced by humanity today is climate change. Governmental
Organisations and Au-thorities all across the world, are now taking important steps to tackle …

Study on CO2 Emission Assessment of Heavy-Duty and Ultra-Heavy-Duty Vehicles Using Machine Learning

S Moon, J Lee, HJ Kim, JH Kim, S Park - International Journal of …, 2024 - Springer
EU is actively moving towards the implementation of Euro-7 regulations, thus placing a
strong emphasis on real-road emissions. Euro-7 introduced OBM (on-board monitoring) …

Forecasting carbon dioxide emissions of light-duty vehicles with different machine learning algorithms

Y Natarajan, G Wadhwa, KR Sri Preethaa, A Paul - Electronics, 2023 - mdpi.com
Accurate estimation of fuel consumption and emissions is crucial for assessing the impact of
materials and stringent emission control techniques on climate change, particularly in the …

[PDF][PDF] Forecasting of Transportation-related CO2 Emissions in Canada with Different Machine Learning Algorithms.

R Abdulmalik, G Srivastava - Adv. Artif. Intell. Mach. Learn., 2023 - oajaiml.com
The amount of carbon dioxide in the atmosphere has risen over recent years, with a growth
of over 40%. This study examines transportation-related carbon dioxide (CO2) emissions in …