A Novel Methodology for Evaluating the Impact of Energy Efficiency Measures on the Cabin Thermal Comfort of Electric Vehicles

Climate control systems have a largely negative effect on the energy consumption of electric vehicles and consequently on their real driving range. Improving the efficiency of climate control systems requires advanced simulation tools for an accurate evaluation of both the energy savings and thermal...

Full description

Bibliographic Details
Main Authors: Daniele Basciotti, Dominik Dvorak, Imre Gellai
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/13/15/3872
id doaj-6bb918e9a2c540bf80dc1d0c7a521485
record_format Article
spelling doaj-6bb918e9a2c540bf80dc1d0c7a5214852020-11-25T03:43:03ZengMDPI AGEnergies1996-10732020-07-01133872387210.3390/en13153872A Novel Methodology for Evaluating the Impact of Energy Efficiency Measures on the Cabin Thermal Comfort of Electric VehiclesDaniele Basciotti0Dominik Dvorak1Imre Gellai2AIT Austrian Institute of Technology, Giefinggasse 4, 1210 Vienna, AustriaAIT Austrian Institute of Technology, Giefinggasse 4, 1210 Vienna, AustriaAIT Austrian Institute of Technology, Giefinggasse 4, 1210 Vienna, AustriaClimate control systems have a largely negative effect on the energy consumption of electric vehicles and consequently on their real driving range. Improving the efficiency of climate control systems requires advanced simulation tools for an accurate evaluation of both the energy savings and thermal comfort of innovative heating and cooling solutions. In this study, the advancements beyond the state of the art consists primarily of the methodology tackling the reduction of computational costs of intensive computational fluid dynamics (CFD) simulations and/or time-consuming experimental investigations and the simultaneous assessment of vehicle cabin thermal comfort and energy flows. The approach was validated against climatized chassis dyno measurements from the EU Horizon 2020 research project QUIET. Indeed, all the considered locations within the cabin were properly validated, both in steady state and transient conditions with the largest deviations at steady state below 3 °C. Additionally, the validation results show a perfect agreement for the average cabin predicted mean vote (PMV) value and a largest deviation in terms of the PMV for the other locations below 0.3. Furthermore, the applicability of the methodology is proved with the help of its application on a parametric study for which various cabin temperature setpoints and heating, ventilation and air conditioning (HVAC) modes were simulated in winter operation.https://www.mdpi.com/1996-1073/13/15/3872thermal comfort modellingHVAC system modellingvehicle climate controlincreased driving range
collection DOAJ
language English
format Article
sources DOAJ
author Daniele Basciotti
Dominik Dvorak
Imre Gellai
spellingShingle Daniele Basciotti
Dominik Dvorak
Imre Gellai
A Novel Methodology for Evaluating the Impact of Energy Efficiency Measures on the Cabin Thermal Comfort of Electric Vehicles
Energies
thermal comfort modelling
HVAC system modelling
vehicle climate control
increased driving range
author_facet Daniele Basciotti
Dominik Dvorak
Imre Gellai
author_sort Daniele Basciotti
title A Novel Methodology for Evaluating the Impact of Energy Efficiency Measures on the Cabin Thermal Comfort of Electric Vehicles
title_short A Novel Methodology for Evaluating the Impact of Energy Efficiency Measures on the Cabin Thermal Comfort of Electric Vehicles
title_full A Novel Methodology for Evaluating the Impact of Energy Efficiency Measures on the Cabin Thermal Comfort of Electric Vehicles
title_fullStr A Novel Methodology for Evaluating the Impact of Energy Efficiency Measures on the Cabin Thermal Comfort of Electric Vehicles
title_full_unstemmed A Novel Methodology for Evaluating the Impact of Energy Efficiency Measures on the Cabin Thermal Comfort of Electric Vehicles
title_sort novel methodology for evaluating the impact of energy efficiency measures on the cabin thermal comfort of electric vehicles
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2020-07-01
description Climate control systems have a largely negative effect on the energy consumption of electric vehicles and consequently on their real driving range. Improving the efficiency of climate control systems requires advanced simulation tools for an accurate evaluation of both the energy savings and thermal comfort of innovative heating and cooling solutions. In this study, the advancements beyond the state of the art consists primarily of the methodology tackling the reduction of computational costs of intensive computational fluid dynamics (CFD) simulations and/or time-consuming experimental investigations and the simultaneous assessment of vehicle cabin thermal comfort and energy flows. The approach was validated against climatized chassis dyno measurements from the EU Horizon 2020 research project QUIET. Indeed, all the considered locations within the cabin were properly validated, both in steady state and transient conditions with the largest deviations at steady state below 3 °C. Additionally, the validation results show a perfect agreement for the average cabin predicted mean vote (PMV) value and a largest deviation in terms of the PMV for the other locations below 0.3. Furthermore, the applicability of the methodology is proved with the help of its application on a parametric study for which various cabin temperature setpoints and heating, ventilation and air conditioning (HVAC) modes were simulated in winter operation.
topic thermal comfort modelling
HVAC system modelling
vehicle climate control
increased driving range
url https://www.mdpi.com/1996-1073/13/15/3872
work_keys_str_mv AT danielebasciotti anovelmethodologyforevaluatingtheimpactofenergyefficiencymeasuresonthecabinthermalcomfortofelectricvehicles
AT dominikdvorak anovelmethodologyforevaluatingtheimpactofenergyefficiencymeasuresonthecabinthermalcomfortofelectricvehicles
AT imregellai anovelmethodologyforevaluatingtheimpactofenergyefficiencymeasuresonthecabinthermalcomfortofelectricvehicles
AT danielebasciotti novelmethodologyforevaluatingtheimpactofenergyefficiencymeasuresonthecabinthermalcomfortofelectricvehicles
AT dominikdvorak novelmethodologyforevaluatingtheimpactofenergyefficiencymeasuresonthecabinthermalcomfortofelectricvehicles
AT imregellai novelmethodologyforevaluatingtheimpactofenergyefficiencymeasuresonthecabinthermalcomfortofelectricvehicles
_version_ 1724521570220638208