In Use Determination of Aerodynamic and Rolling Resistances of Heavy-Duty Vehicles

A vehicle’s air drag coefficient (Cd) and rolling resistance coefficient (RRC) have a significant impact on its fuel consumption. Consequently, these properties are required as input for the certification of the vehicle’s fuel consumption and Carbon Dioxide emissions, regardless of whether the certi...

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Main Authors: Dimitrios Komnos, Stijn Broekaert, Theodoros Grigoratos, Leonidas Ntziachristos, Georgios Fontaras
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Sustainability
Subjects:
Online Access:https://www.mdpi.com/2071-1050/13/2/974
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spelling doaj-a21513cc5335459aa9a3722ec9204cd62021-01-20T00:02:43ZengMDPI AGSustainability2071-10502021-01-011397497410.3390/su13020974In Use Determination of Aerodynamic and Rolling Resistances of Heavy-Duty VehiclesDimitrios Komnos0Stijn Broekaert1Theodoros Grigoratos2Leonidas Ntziachristos3Georgios Fontaras4FINCONS Group, 20871 Vimercate, ItalyEuropean Commission Joint Research, 21027 Ispra, ItalyEuropean Commission Joint Research, 21027 Ispra, ItalyMechanical Engineering, Aristotle University of Thessaloniki, 54124 Thessaloniki, GreeceEuropean Commission Joint Research, 21027 Ispra, ItalyA vehicle’s air drag coefficient (Cd) and rolling resistance coefficient (RRC) have a significant impact on its fuel consumption. Consequently, these properties are required as input for the certification of the vehicle’s fuel consumption and Carbon Dioxide emissions, regardless of whether the certification is done via simulation or chassis dyno testing. They can be determined through dedicated measurements, such as a drum test for the tire’s rolling resistance coefficient and constant speed test (EU) or coast down test (US) for the body’s air Cd. In this paper, a methodology that allows determining the vehicle’s Cd∙A (the product of Cd and frontal area of the vehicle) from on-road tests is presented. The possibility to measure these properties during an on-road test, without the need for a test track, enables third parties to verify the certified vehicle properties in order to preselect vehicle for further regulatory testing. On-road tests were performed with three heavy-duty vehicles, two lorries, and a coach, over different routes. Vehicles were instrumented with wheel torque sensors, wheel speed sensors, a GPS device, and a fuel flow sensor. Cd∙A of each vehicle is determined from the test data with the proposed methodology and validated against their certified value. The methodology presents satisfactory repeatability with the error ranging from −21 to 5% and averaging approximately −6.8%. A sensitivity analysis demonstrates the possibility of using the tire energy efficiency label instead of the measured RRC to determine the air drag coefficient. Finally, on-road tests were simulated in the Vehicle Energy Consumption Calculation Tool with the obtained parameters, and the average difference in fuel consumption was found to be 2%.https://www.mdpi.com/2071-1050/13/2/974greenhouse gas emissionsCO<sub>2</sub> emissionsfuel consumptionroad loadsresistance forcesair drag coefficient
collection DOAJ
language English
format Article
sources DOAJ
author Dimitrios Komnos
Stijn Broekaert
Theodoros Grigoratos
Leonidas Ntziachristos
Georgios Fontaras
spellingShingle Dimitrios Komnos
Stijn Broekaert
Theodoros Grigoratos
Leonidas Ntziachristos
Georgios Fontaras
In Use Determination of Aerodynamic and Rolling Resistances of Heavy-Duty Vehicles
Sustainability
greenhouse gas emissions
CO<sub>2</sub> emissions
fuel consumption
road loads
resistance forces
air drag coefficient
author_facet Dimitrios Komnos
Stijn Broekaert
Theodoros Grigoratos
Leonidas Ntziachristos
Georgios Fontaras
author_sort Dimitrios Komnos
title In Use Determination of Aerodynamic and Rolling Resistances of Heavy-Duty Vehicles
title_short In Use Determination of Aerodynamic and Rolling Resistances of Heavy-Duty Vehicles
title_full In Use Determination of Aerodynamic and Rolling Resistances of Heavy-Duty Vehicles
title_fullStr In Use Determination of Aerodynamic and Rolling Resistances of Heavy-Duty Vehicles
title_full_unstemmed In Use Determination of Aerodynamic and Rolling Resistances of Heavy-Duty Vehicles
title_sort in use determination of aerodynamic and rolling resistances of heavy-duty vehicles
publisher MDPI AG
series Sustainability
issn 2071-1050
publishDate 2021-01-01
description A vehicle’s air drag coefficient (Cd) and rolling resistance coefficient (RRC) have a significant impact on its fuel consumption. Consequently, these properties are required as input for the certification of the vehicle’s fuel consumption and Carbon Dioxide emissions, regardless of whether the certification is done via simulation or chassis dyno testing. They can be determined through dedicated measurements, such as a drum test for the tire’s rolling resistance coefficient and constant speed test (EU) or coast down test (US) for the body’s air Cd. In this paper, a methodology that allows determining the vehicle’s Cd∙A (the product of Cd and frontal area of the vehicle) from on-road tests is presented. The possibility to measure these properties during an on-road test, without the need for a test track, enables third parties to verify the certified vehicle properties in order to preselect vehicle for further regulatory testing. On-road tests were performed with three heavy-duty vehicles, two lorries, and a coach, over different routes. Vehicles were instrumented with wheel torque sensors, wheel speed sensors, a GPS device, and a fuel flow sensor. Cd∙A of each vehicle is determined from the test data with the proposed methodology and validated against their certified value. The methodology presents satisfactory repeatability with the error ranging from −21 to 5% and averaging approximately −6.8%. A sensitivity analysis demonstrates the possibility of using the tire energy efficiency label instead of the measured RRC to determine the air drag coefficient. Finally, on-road tests were simulated in the Vehicle Energy Consumption Calculation Tool with the obtained parameters, and the average difference in fuel consumption was found to be 2%.
topic greenhouse gas emissions
CO<sub>2</sub> emissions
fuel consumption
road loads
resistance forces
air drag coefficient
url https://www.mdpi.com/2071-1050/13/2/974
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