Data-driven approach for instantaneous vehicle emission predicting using integrated deep neural network
AM Howlader, D Patel, R Gammariello - Transportation Research Part D …, 2023 - Elsevier
This paper details how instantaneous vehicle emissions, namely, CO 2, CO, NO X, and HC
from light-duty vehicles, can be predicted using the integrated deep neural network method …
from light-duty vehicles, can be predicted using the integrated deep neural network method …
Deep learning model based CO2 emissions prediction using vehicle telematics sensors data
Climate change is one of the greatest environmental hazards to mankind. The emission of
greenhouse gases has resulted in a continuous increase in the temperature of the …
greenhouse gases has resulted in a continuous increase in the temperature of the …
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 …
living beings. Climate change and glacier melting are the results of CO 2 emissions. Sea …
Integrated MOVES model and machine learning method for prediction of CO2 and NO from light-duty gasoline vehicle
With rapid urbanization and industrialization, the number of light-duty gasoline vehicles
(LDGVs) in China has continued to grow rapidly, leading to a significant increase in traffic …
(LDGVs) in China has continued to grow rapidly, leading to a significant increase in traffic …
Segment-Based CO₂ Emission Evaluations From Passenger Cars Based on Deep Learning Techniques
N Niroomand, C Bach, M Elser - IEEE Access, 2021 - ieeexplore.ieee.org
The overall level of emissions from the Swiss passenger cars is strongly dependent on the
fleet composition. Despite technology improvements, the Swiss passenger cars fleet …
fleet composition. Despite technology improvements, the Swiss passenger cars fleet …
Estimating average vehicle mileage for various vehicle classes using polynomial models in deep classifiers
N Niroomand, C Bach - IEEE Access, 2024 - ieeexplore.ieee.org
Accurately measuring vehicle mileage is pivotal in precise CO2 emission calculations and
the development of reliable emission models. Nonetheless, mileage data gathered from …
the development of reliable emission models. Nonetheless, mileage data gathered from …
Estimation of transport CO2 emissions using machine learning algorithm
S Li, Z Tong, M Haroon - Transportation Research Part D: Transport and …, 2024 - Elsevier
This study investigates carbon dioxide emissions from light-duty diesel trucks using a
portable emission measurement system (PEMS) and a global positioning system. Two …
portable emission measurement system (PEMS) and a global positioning system. Two …
[HTML][HTML] Estimation of real-world fuel consumption rate of light-duty vehicles based on the records reported by vehicle owners
Private vehicle travel is the most basic mode of transportation, so that an effective way to
control the real-world fuel consumption rate of light-duty vehicles plays a vital role in …
control the real-world fuel consumption rate of light-duty vehicles plays a vital role in …
Modelling of CO2 emission prediction for dynamic vehicle travel behavior using ensemble machine learning technique
N Subramaniam, N Yusof - 2021 IEEE 19th student conference …, 2021 - ieeexplore.ieee.org
Urban growth in most developing countries mainly results from vast economic development.
As, consequences, capital cities have become the center of many activities. A large amount …
As, consequences, capital cities have become the center of many activities. A large amount …
Rapid assessments of light-duty gasoline vehicle emissions using on-road remote sensing and machine learning
Y Xia, L Jiang, L Wang, X Chen, J Ye, T Hou… - Science of The Total …, 2022 - Elsevier
In-time and accurate assessments of on-road vehicle emissions play a central role in urban
air quality and health policymaking. However, official insight is hampered by the Inspection …
air quality and health policymaking. However, official insight is hampered by the Inspection …