GPS Data and Machine Learning Tools, a Practical and Cost-Effective Combination for Estimating Light Vehicle Emissions

GPS Data and Machine Learning Tools, a Practical and Cost-Effective Combination for Estimating Light Vehicle Emissions

This paper focuses on the emissions of the three most sold categories of light vehicles: sedans, SUVs, and pickups. The research is carried out through an innovative methodology based on GPS and machine learning in real driving conditions. For this purpose, driving data from the three best-selling v...

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Bibliographic Details
Main Authors: Néstor Diego Rivera-Campoverde, Blanca Arenas-Ramírez, José Luis Muñoz Sanz, Edisson Jiménez
Format: Article
Language:English
Published: MDPI AG 2024-04-01
Series:Sensors
Subjects:
low-cost emission model
machine learning model
portable emissions measurement system
emission parametric model
real driving emissions
Online Access:https://www.mdpi.com/1424-8220/24/7/2304

Internet

https://www.mdpi.com/1424-8220/24/7/2304

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