Modelling of instantaneous emissions from diesel vehicles with a special focus on NOx: Insights from machine learning techniques

CMA Le Cornec, N Molden, M van Reeuwijk… - Science of The Total …, 2020 - Elsevier
Accurate instantaneous vehicle emissions models are vital for evaluating the impacts of road
transport on air pollution at high temporal and spatial resolution. In this study, we apply …

Models for predicting vehicle emissions: A comprehensive review

H Zhong, K Chen, C Liu, M Zhu, R Ke - Science of the Total Environment, 2024 - Elsevier
Air pollution is a primary concern, causing around 7 million premature deaths annually, with
traffic-related sources contributing 23%–45% of emissions. While several studies have …

Prediction of instantaneous real-world emissions from diesel light-duty vehicles based on an integrated artificial neural network and vehicle dynamics model

J Seo, B Yun, J Park, J Park, M Shin, S Park - Science of the Total …, 2021 - Elsevier
This paper presents a road vehicle emission model that integrates an artificial neural
network (ANN) model with a vehicle dynamics model to predict the instantaneous carbon …

Are internally observable vehicle data good predictors of vehicle emissions?

P Fernandes, E Macedo, B Bahmankhah… - … Research Part D …, 2019 - Elsevier
Scientific research has demonstrated that on-road exhaust emissions in diesel passenger
vehicles (DPV) exceeds the official laboratory-test values. Increasing concern about the …

Effects of improved spatial and temporal modeling of on-road vehicle emissions

CE Lindhjem, AK Pollack, A DenBleyker… - Journal of the Air & …, 2012 - Taylor & Francis
Numerous emission and air quality modeling studies have suggested the need to accurately
characterize the spatial and temporal variations in on-road vehicle emissions. The purpose …

Tackling nitric oxide emissions from dominant diesel vehicle models using on-road remote sensing technology

Y Huang, YS Yam, CKC Lee, B Organ, JL Zhou… - Environmental …, 2018 - Elsevier
Remote sensing provides a rapid detection of vehicle emissions under real driving
condition. Remote sensing studies showed that diesel nitrogen oxides emissions changed …

Using portable emissions measurement systems (PEMS) to derive more accurate estimates of fuel use and nitrogen oxides emissions from modern Euro 6 passenger …

JDK Bishop, N Molden, AM Boies - Applied Energy, 2019 - Elsevier
Data from portable emissions measurement systems (PEMS) and other sources have
allowed the discrepancy between type approval and real-world fuel economy and nitrogen …

Implications of diesel emissions control failures to emission factors and road transport NOx evolution

L Ntziachristos, G Papadimitriou, N Ligterink… - Atmospheric …, 2016 - Elsevier
Diesel NO x emissions have been at the forefront of research and regulation scrutiny as a
result of failures of late vehicle technologies to deliver on-road emissions reductions. The …

Analysis of the high instantaneous NOx emissions from Euro 6 diesel passenger cars under real driving conditions

Z Mera, N Fonseca, JM López, J Casanova - Applied energy, 2019 - Elsevier
In real-world driving, most Euro 5 and 6 diesel passenger cars exceed the nitrogen oxides
(NO x) emission limits of type approval procedure. The emission factors of the fleet of Euro 6 …

On the impact of excess diesel NO X emissions upon NO2 pollution in a compact city

J Benavides, M Guevara, MG Snyder… - Environmental …, 2021 - iopscience.iop.org
NO X emissions from diesel light-duty-vehicles (LDV) largely exceed the Euro emission
standards in real-world driving conditions. Recent studies have quantified their impact upon …