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 …

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 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 …

CO2 Emission Rating by Vehicles Using Data Science

A Julian, S Karthick, T Chandrakishore… - … for Innovation in …, 2023 - ieeexplore.ieee.org
The usage of private transportation is a significant contributor to the exacerbation of global
warming. When a gallon of gasoline is burned in a car's engine, it produces approximately …

CO2 Emission Rating by Vehicles using Supervised Algorithms

S Ramesh, SS IM, JJ Justus - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Personal vehicles play a significant role in contributing to the issue of global warming.
Gasoline used in cars emits an estimated 24 pounds of carbon dioxide and other …

[HTML][HTML] 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
Burning fossil fuels results in emissions of carbon dioxide (CO2), which significantly
contributes to atmospheric changes and climate disturbances. Consequently, people are …

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 …

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 …

[HTML][HTML] Real-driving CO2, NOx and fuel consumption estimation using machine learning approaches

GMH Shahariar, TA Bodisco, N Surawski, MMR Komol… - Next Energy, 2023 - Elsevier
Real driving emissions (RDE) testing are gaining attention for monitoring and regulatory
purposes because of providing more realistic emission and fuel consumption measurements …

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 …