Development and Validation of a Water-to-Air Heat Pump Model using Modelica

Water-to-air heat pumps are widely used Heating, Ventilation, and Air Conditioning (HVAC) devices due to their versatility and energy efficiency. However, there is a scarcity of readily available Modelica models that support reversible operation (heating and cooling modes), use compressor speed as the control signal, and accurately predict the system performance. To address this gap, this paper presents a speed-input water-to-air heat pump model developed using Modelica. Performance curves are employed to represent the functionality and predict the system’s capacity and power usage. To validate the proposed model’s effectiveness, manufacturer-provided data are used to generate the performance curves. The model, based on these curves, is then used to simulate testing conditions, which are implemented in a real heat pump testbed. The comparison between simulated and measured values shows that the errors during normal operation stages are within an acceptable range, demonstrating the effectiveness of the developed water-to-air heat pump model.

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Publication Details

Journal
Linköping electronic conference proceedings
Published
2025-01-16
DOI
https://doi.org/10.3384/ecp207119
Citations
1
Primary Topic
Building Energy and Comfort Optimization
Type
article
Field-Weighted Citation Impact
7.59

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Development and Validation of a Water-to-Air Heat Pump Model using Modelica

Mingzhe Liu, Zheng D. O’Neill, Caleb Calfa, Yuhang Zhang et al.
1 citations
Linköping electronic conference proceedings
Building Energy and Comfort Optimization
7.59
article

Development and Validation of a Water-to-Air Heat Pump Model using Modelica

Mingzhe Liu, Zheng D. O’Neill, Caleb Calfa, Yuhang Zhang, Zhiyao Yang
article en
1 citations

Abstract

Water-to-air heat pumps are widely used Heating, Ventilation, and Air Conditioning (HVAC) devices due to their versatility and energy efficiency. However, there is a scarcity of readily available Modelica models that support reversible operation (heating and cooling modes), use compressor speed as the control signal, and accurately predict the system performance. To address this gap, this paper presents a speed-input water-to-air heat pump model developed using Modelica. Performance curves are employed to represent the functionality and predict the system’s capacity and power usage. To validate the proposed model’s effectiveness, manufacturer-provided data are used to generate the performance curves. The model, based on these curves, is then used to simulate testing conditions, which are implemented in a real heat pump testbed. The comparison between simulated and measured values shows that the errors during normal operation stages are within an acceptable range, demonstrating the effectiveness of the developed water-to-air heat pump model.

Linköping electronic conference proceedingsVol. 207
Texas A&M University (US)
National Science Foundation
Openalex Percentile: Top 7%
Building Energy and Comfort Optimization
7.59
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