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

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

Real driving emissions (RDE) testing are gaining attention for monitoring and regulatory purposes because of providing more realistic emission and fuel consumption measurements compared to laboratory tests. This study aims to develop machine learning (ML) based emission and fuel consumption estimati...

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Bibliographic Details
Main Authors: G M Hasan Shahariar, Timothy A. Bodisco, Nicholas Surawski, Md Mostafizur Rahman Komol, Mojibul Sajjad, Thuy Chu-Van, Zoran Ristovski, Richard J. Brown
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Next Energy
Subjects:
Machine learning
Driving behaviour
RDE
Emission
Fuel consumption
PEMS
Online Access:http://www.sciencedirect.com/science/article/pii/S2949821X23000595

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http://www.sciencedirect.com/science/article/pii/S2949821X23000595

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