TY - JOUR
T1 - Influence of the road slope on NOx emissions during start up
AU - Molina Campoverde, Paúl Andrés
AU - Campoverde, Néstor Diego Rivera
AU - Morales Espinoza, Joselyn Elizabeth
AU - Rodriguez Fernandez, Gabriel Moisés
AU - Novillo, Gina Pamela
N1 - Publisher Copyright:
© 2022 Elsevier Ltd. All rights reserved.
PY - 2022
Y1 - 2022
N2 - This paper has the purpose of estimating the NOx (Nitrous Oxides) emissions of vehicles equipped with ignition engines caused during the start-up of road slope. Studies currently carried out are scarce on driving right after start-up and its influence on NOx emissions. For the selection of the test route, the methodology proposed in the Real Driving Emission Test (RDE) was used, for which, there is a Data Logger device that acquires the data from the On Board Diagnostic port (OBD) and geolocation with the help of its Global Positioning System (GPS). Using the Random Forest technique, it is estimated that the most important variable in NOx production is engine revolutions. When the startup is carried out on road slopes ranging from 2.5% to 6.4%, there is an increase of 60.45% in NOx polluting emissions. In another situation, there is a decrease in the values of NOx polluting emissions by 87%, when the start-up occurs during the descent of road slopes in the range from -4.9% to -0.9%.
AB - This paper has the purpose of estimating the NOx (Nitrous Oxides) emissions of vehicles equipped with ignition engines caused during the start-up of road slope. Studies currently carried out are scarce on driving right after start-up and its influence on NOx emissions. For the selection of the test route, the methodology proposed in the Real Driving Emission Test (RDE) was used, for which, there is a Data Logger device that acquires the data from the On Board Diagnostic port (OBD) and geolocation with the help of its Global Positioning System (GPS). Using the Random Forest technique, it is estimated that the most important variable in NOx production is engine revolutions. When the startup is carried out on road slopes ranging from 2.5% to 6.4%, there is an increase of 60.45% in NOx polluting emissions. In another situation, there is a decrease in the values of NOx polluting emissions by 87%, when the start-up occurs during the descent of road slopes in the range from -4.9% to -0.9%.
KW - NOx
KW - PEMS
KW - RDE test
KW - Road slope
KW - Start up
UR - http://www.scopus.com/inward/record.url?scp=85123620476&partnerID=8YFLogxK
U2 - 10.1016/j.matpr.2021.07.434
DO - 10.1016/j.matpr.2021.07.434
M3 - Artículo de la conferencia
AN - SCOPUS:85123620476
SN - 2214-7853
VL - 49
SP - 8
EP - 15
JO - Materials Today: Proceedings
JF - Materials Today: Proceedings
T2 - 1st International Virtual Conference on Mechanical Engineering Trends, MET 2021
Y2 - 24 March 2021 through 26 March 2021
ER -