Phase change material backfill for underground thermal energy storage in direct-expansion CO2 ground-coupled heat pumps

To enhance the short-term underground thermal energy storage capability of direct-expansion ground-coupled heat pump (DX-GCHP) systems, this paper proposes a dynamic thermal resistance and capacity model (TRCM) that incorporates the quasi-static phase-change characteristics of phase change material (PCM). By introducing “equivalent thermal resistance” and a hybrid node network, the model efficiently resolves the complex coupling among CO 2 transcritical/two-phase flow, PCM phase change, and soil heat conduction. Experimental validation against the water-backfilled condition demonstrates that the average absolute error of the wall temperature of the model in cooling and heating modes is only 0.89 °C and 1.14 °C, respectively. Confirming its accuracy in describing CO 2 flow, sensible heat transfer in the backfill, and soil conduction. Based on this validated framework, the model is then extrapolated to predict the PCM-backfilled performance. The results reveal that within a 60-hour operation cycle, the average specific heat exchange rate (SHER) can be improved by up to 23% in cooling mode and by approximately 33% after optimization in heating mode. The parametric study indicates that, under the investigated conditions, the PCM phase-change temperature is the most critical parameter governing storage performance, with optimal values of approximately 30 °C for cooling and 12 °C for heating; both PCM thermal conductivity and casing outer diameter exhibit optimal ranges. These optimal values should be regarded as model-based design references and should be site-specifically adjusted in practical engineering applications. This study provides a reliable analytical tool and essential design guidelines for underground thermal energy storage systems using PCM backfill in DX CO 2 GCHPs.

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Publication Details

Journal
Journal of Energy Storage
Published
2026-09-30
DOI
https://doi.org/10.1016/j.est.2026.124827
Primary Topic
Geothermal Energy Systems and Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

Phase change material backfill for underground thermal energy storage in direct-expansion CO2 ground-coupled heat pumps

Taha Rajeh, Mingda Bi, Jinyu Zhao, Shuman Wang et al.
Journal of Energy Storage
Geothermal Energy Systems and Applications
article

Phase change material backfill for underground thermal energy storage in direct-expansion CO2 ground-coupled heat pumps

Taha Rajeh, Mingda Bi, Jinyu Zhao, Shuman Wang, Jing Wang, Xinyue Li, Jun Zhao, Yang Li
article en

Abstract

To enhance the short-term underground thermal energy storage capability of direct-expansion ground-coupled heat pump (DX-GCHP) systems, this paper proposes a dynamic thermal resistance and capacity model (TRCM) that incorporates the quasi-static phase-change characteristics of phase change material (PCM). By introducing “equivalent thermal resistance” and a hybrid node network, the model efficiently resolves the complex coupling among CO 2 transcritical/two-phase flow, PCM phase change, and soil heat conduction. Experimental validation against the water-backfilled condition demonstrates that the average absolute error of the wall temperature of the model in cooling and heating modes is only 0.89 °C and 1.14 °C, respectively. Confirming its accuracy in describing CO 2 flow, sensible heat transfer in the backfill, and soil conduction. Based on this validated framework, the model is then extrapolated to predict the PCM-backfilled performance. The results reveal that within a 60-hour operation cycle, the average specific heat exchange rate (SHER) can be improved by up to 23% in cooling mode and by approximately 33% after optimization in heating mode. The parametric study indicates that, under the investigated conditions, the PCM phase-change temperature is the most critical parameter governing storage performance, with optimal values of approximately 30 °C for cooling and 12 °C for heating; both PCM thermal conductivity and casing outer diameter exhibit optimal ranges. These optimal values should be regarded as model-based design references and should be site-specifically adjusted in practical engineering applications. This study provides a reliable analytical tool and essential design guidelines for underground thermal energy storage systems using PCM backfill in DX CO 2 GCHPs.

Journal of Energy StorageVol. 182
Tianjin University (CN), China Automotive Technology and Research Center (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 31%
Geothermal Energy Systems and Applications
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