A Novel Co-Simulation Framework for Optimizing Human Thermal Comfort and Energy Consumption in a Vehicle

<div class="section abstract"><div class="htmlview paragraph">A major portion of the energy consumed in a vehicle is spent on keeping the occupants thermally comfortable in all environmental conditions when the heating, ventilation, and air-conditioning (HVAC) system is turned on. Maintaining the thermal comfort of a passenger is critical in terms of fuel consumption and emission for internal combustion engine (ICE) vehicles. In electrified vehicles, where range is of major concern, this gains further-more importance. SC03 is a test defined by the US Environmental Protection Agency (EPA) to measure tailpipe emissions and fuel economy of passenger cars with the air-conditioner on. The current study would focus on this drive cycle on an ICE vehicle. The co-simulation framework would include a 1D thermal system model, associated thermal controls, a vehicle cabin model, and a human thermal model. 1D model will be predicting the energy consumption via compressor power, refrigerant pressure and temperature across the loop, component heat rejection, etc. 1D-3D co-simulation approach is used for modeling the cabin. Berkeley human comfort model has been used in recent times to get a subjective assessment of passenger comfort via comfort and sensation. With this virtual framework, in addition to energy consumption by the components, we can predict system characteristics anywhere within the refrigerant loop, air temperatures anywhere within the cabin and in addition, comfort and sensation of the passengers, all in an interactive live co-simulation. Sensitivity studies are also performed to assess the impact of cabin glass properties, insulation etc. on the energy consumption and passenger thermal comfort.</div></div>

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Publication Details

Journal
SAE technical papers on CD-ROM/SAE technical paper series
Published
2025-03-31
DOI
https://doi.org/10.4271/2025-01-8191
Primary Topic
Refrigeration and Air Conditioning Technologies
Type
article
Field-Weighted Citation Impact
0.00
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article

A Novel Co-Simulation Framework for Optimizing Human Thermal Comfort and Energy Consumption in a Vehicle

Sudharsan Balasubramanian, Shankar Natarajan
SAE technical papers on CD-ROM/SAE technical paper series
Refrigeration and Air Conditioning Technologies
article

A Novel Co-Simulation Framework for Optimizing Human Thermal Comfort and Energy Consumption in a Vehicle

Sudharsan Balasubramanian, Shankar Natarajan
article en

Abstract

<div class="section abstract"><div class="htmlview paragraph">A major portion of the energy consumed in a vehicle is spent on keeping the occupants thermally comfortable in all environmental conditions when the heating, ventilation, and air-conditioning (HVAC) system is turned on. Maintaining the thermal comfort of a passenger is critical in terms of fuel consumption and emission for internal combustion engine (ICE) vehicles. In electrified vehicles, where range is of major concern, this gains further-more importance. SC03 is a test defined by the US Environmental Protection Agency (EPA) to measure tailpipe emissions and fuel economy of passenger cars with the air-conditioner on. The current study would focus on this drive cycle on an ICE vehicle. The co-simulation framework would include a 1D thermal system model, associated thermal controls, a vehicle cabin model, and a human thermal model. 1D model will be predicting the energy consumption via compressor power, refrigerant pressure and temperature across the loop, component heat rejection, etc. 1D-3D co-simulation approach is used for modeling the cabin. Berkeley human comfort model has been used in recent times to get a subjective assessment of passenger comfort via comfort and sensation. With this virtual framework, in addition to energy consumption by the components, we can predict system characteristics anywhere within the refrigerant loop, air temperatures anywhere within the cabin and in addition, comfort and sensation of the passengers, all in an interactive live co-simulation. Sensitivity studies are also performed to assess the impact of cabin glass properties, insulation etc. on the energy consumption and passenger thermal comfort.</div></div>

SAE technical papers on CD-ROM/SAE technical paper seriesVol. 1
Meda (Germany) (DE)
Openalex Percentile: Top 94%
Refrigeration and Air Conditioning Technologies
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