LAPSE:2023.16133v1
Published Article

LAPSE:2023.16133v1
The Impact of HVAC on the Development of Autonomous and Electric Vehicle Concepts
March 3, 2023
Abstract
Automation and electrification are changing vehicles and mobility. Whereas electrification is mainly changing the powertrain, automation enables the rethinking of the vehicle and its applications. The actual driving range is an important requirement for the design of automated and electric vehicles, especially if they are part of a fleet. To size the battery accordingly, not only the consumption of the powertrain has to be estimated, but also that of the auxiliary users. Heating Ventilation and Air Conditioning (HVAC) is one of the biggest auxiliary consumers. Thus, a variable HVAC model for vehicles with electric powertrain was developed to estimate the consumption depending on vehicle size and weather scenario. After integrating the model into a tool for autonomous and electric vehicle concept development, various vehicle concepts were simulated in different weather scenarios and driving cycles with the HVAC consumption considered for battery sizing. The results indicate that the battery must be resized significantly depending on the weather scenario to achieve the same driving ranges. Furthermore, the percentage of HVAC consumption is in some cases higher than that of the powertrain for urban driving cycles, due to lower average speeds. Thus, the HVAC and its energy demand should especially be considered in the development of autonomous and electric vehicles that are primarily used in cities.
Automation and electrification are changing vehicles and mobility. Whereas electrification is mainly changing the powertrain, automation enables the rethinking of the vehicle and its applications. The actual driving range is an important requirement for the design of automated and electric vehicles, especially if they are part of a fleet. To size the battery accordingly, not only the consumption of the powertrain has to be estimated, but also that of the auxiliary users. Heating Ventilation and Air Conditioning (HVAC) is one of the biggest auxiliary consumers. Thus, a variable HVAC model for vehicles with electric powertrain was developed to estimate the consumption depending on vehicle size and weather scenario. After integrating the model into a tool for autonomous and electric vehicle concept development, various vehicle concepts were simulated in different weather scenarios and driving cycles with the HVAC consumption considered for battery sizing. The results indicate that the battery must be resized significantly depending on the weather scenario to achieve the same driving ranges. Furthermore, the percentage of HVAC consumption is in some cases higher than that of the powertrain for urban driving cycles, due to lower average speeds. Thus, the HVAC and its energy demand should especially be considered in the development of autonomous and electric vehicles that are primarily used in cities.
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Keywords
autonomous, auxiliary, battery electric vehicles, HVAC, Optimization, vehicle concept, WLTP
Subject
Suggested Citation
König A, Mayer S, Nicoletti L, Tumphart S, Lienkamp M. The Impact of HVAC on the Development of Autonomous and Electric Vehicle Concepts. (2023). LAPSE:2023.16133v1
Author Affiliations
König A: Institute of Automotive Technology, Technical University of Munich, Boltzmannstraße 15, 85748 Garching, Germany [ORCID]
Mayer S: Institute of Automotive Technology, Technical University of Munich, Boltzmannstraße 15, 85748 Garching, Germany
Nicoletti L: Institute of Automotive Technology, Technical University of Munich, Boltzmannstraße 15, 85748 Garching, Germany [ORCID]
Tumphart S: Magna Powertrain, Engineering Center Steyr, 4300 St. Valentin, Austria
Lienkamp M: Institute of Automotive Technology, Technical University of Munich, Boltzmannstraße 15, 85748 Garching, Germany
Mayer S: Institute of Automotive Technology, Technical University of Munich, Boltzmannstraße 15, 85748 Garching, Germany
Nicoletti L: Institute of Automotive Technology, Technical University of Munich, Boltzmannstraße 15, 85748 Garching, Germany [ORCID]
Tumphart S: Magna Powertrain, Engineering Center Steyr, 4300 St. Valentin, Austria
Lienkamp M: Institute of Automotive Technology, Technical University of Munich, Boltzmannstraße 15, 85748 Garching, Germany
Journal Name
Energies
Volume
15
Issue
2
First Page
441
Year
2022
Publication Date
2022-01-09
ISSN
1996-1073
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Original Submission
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PII: en15020441, Publication Type: Journal Article
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LAPSE:2023.16133v1
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https://doi.org/10.3390/en15020441
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Mar 3, 2023
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