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
instantaneous emission models based on the clusters previously defined; (iv) use Artificial
Neural Networks to develop a new instantaneous emission … existing instantaneous emission

Towards accurate instantaneous emission models

D Ajtay, M Weilenmann, P Soltic - Atmospheric Environment, 2005 - Elsevier
… (ie at vehicle level) instantaneous emission model is being developed. This model aims to
predict vehicle fuel consumption and emissions for a given speed profile, for various vehicle

Measurement and simulation of instantaneous emissions of a heavy truck diesel engine during transients

X Tauzia, P Chesse, JF Hetet, N Thouvenel - 2008 - asmedigitalcollection.asme.org
… During the last decades, pollutant emissions from internal … Today, not only steady state
emissions but also emissions … to measure the instantaneous level of gaseous emissions from a …

Instantaneous emission data and their use in estimating road traffic emissions

PJ Sturm, G Kirchweger… - … journal of vehicle …, 1998 - inderscienceonline.com
emission calculation for real-world driving conditions. The report presents partial results of
the ‘Instantaneous Vehicle Emissionsemission matrices as first mentioned (one diesel vehicle

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
… In this study, RDE test results of two diesel vehicles were used to train the ANN model.
RDE test was conducted through a reliable procedure by National Institute of Environmental …

Quantitative of instantaneous BC emissions based on vehicle specific power from real-world driving diesel trucks in China

B Wu, K Xuan, X Zhang, Z Wu, W Wang, X Shen… - Science of the Total …, 2022 - Elsevier
vehicle specific power (VSP) is an excellent surrogate for engine load, we characterize the
instantaneous BC emissions … , VSP and BC emission rates, VSP and BC emission factors (EFs…

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
… Therefore, this study contributes a new perspective with respect to NO x emissions in real-world
driving from Euro 6 diesel vehicles, which have demonstrated high variance and/or bias …

Static and dynamic instantaneous emission modelling

D Ajtay, M Weilenmann - International Journal of …, 2004 - inderscienceonline.com
instantaneous emission model. This model relies on highly time-resolved emissions and
vehicle … and for Euro-2 diesel vehicles, but they are obvious in the case of the Euro-3 gasoline …

Characteristics of instantaneous particle number (PN) emissions from hybrid electric vehicles under the real-world driving conditions

Y Wang, J Wang, C Hao, X Wang, Q Li, J Zhai, Y Ge… - Fuel, 2021 - Elsevier
… For hybrid diesel vehicles, on-road CO2 value is 52%-178% higher than … the high
instantaneous PN emission, and the high instantaneous PN emission is clustered as the high …

A novel deep learning approach to predict the instantaneous NOₓ emissions from diesel engine

Y Yu, Y Wang, J Li, M Fu, AN Shah, C He - Ieee Access, 2021 - ieeexplore.ieee.org
… accurate prediction results for instantaneous NOx emissions from diesel vehicles, thus providing
instantaneous emission prediction for diesel vehicles can reduce the pollution emission