A tinyml soft-sensor approach for low-cost detection and monitoring of vehicular emissions

P Andrade, I Silva, M Silva, T Flores, J Cassiano… - Sensors, 2022 - mdpi.com
Vehicles are the major source of air pollution in modern cities, emitting excessive levels of
CO2 and other noxious gases. Exploiting the OBD-II interface available on most vehicles …

Prediction of real driving emission of light vehicles in China VI based on GA-BP algorithm

H Yu, H Chang, Z Wen, Y Ge, L Hao, X Wang, J Tan - Atmosphere, 2022 - mdpi.com
In the China VI regulations for light-duty vehicles, the (RDE) test is introduced as a
supplementary test procedure. In the actual test process, the RDE results are more …

Environmental sustainability for intelligent transportation system

AK Tyagi, N Sreenath - Intelligent Transportation Systems: Theory and …, 2022 - Springer
Introduction to environmental sustainability for intelligent transportation systems, mobile
element of an intelligent transportation system vehicle, types of intelligent transportation …

Traffic Emissions Clustering Using OBD-II Dataset Based on Machine Learning Algorithms

T Vaiti, L Tišljarić, T Erdelić, T Carić - Transportation Research Procedia, 2022 - Elsevier
Traffic emissions are one of the main causes of air pollution in developed urban areas.
Estimating emissions patterns presents an ongoing challenge for the research and decision …