Role of temperature-dependent fluid property variations on energy pile performance

The flow and heat exchange analyses of energy piles often assume constant fluid properties, which can lead to inaccurate performance predictions. This study addresses this limitation by investigating the role of temperature-dependent fluid property variations on the thermofluid performance of two field scale energy piles. Mathematical functions describing the effects of temperature on water density, viscosity, and specific heat capacity were developed and integrated into the physics-based Reynolds number and heat exchange calculations. This approach was used to assess the propagated errors in the flow and heat exchange calculations when temperature-dependent fluid property variations are ignored. Across the typical temperature range of 1–47 °C during heating, cooling, and cyclic operations, the dynamic viscosity showed the largest variation, up to 67%, resulting in substantial propagated errors of up to 73% in the Reynolds number and 17% in the friction factor, compared to constant property assessments at reference temperature of 20 °C. Incorporating viscosity variations into the design of energy piles is therefore essential to accurately classify turbulence, perform pressure loss calculations, select pumps, and size heat exchanger pipes. In contrast, water density and specific heat capacity varied by approximately 1%, introducing negligible propagated errors in the heat exchange rates. Therefore, constant values of water density and specific heat capacity are adequate for reliable evaluations of geothermal heat exchange rates. Grey relational analysis further showed that the dynamic viscosity and the inlet-outlet water temperature difference of the energy pile are the dominant factors influencing the Reynolds number and heat exchange rates, respectively. • Study linking temperature-dependent water properties to energy pile performance. • Assessment of energy pile performance for constant and variable water properties. • Temperature-dependent viscosity variations cause major flow analysis errors. • Negligible impact of density and specific heat capacity variations on heat exchange. • Accurate energy pile designs require viscosity-based flow assessments.

Authors

Institutions

Publication Details

Journal
Applied Thermal Engineering
Published
2026-02-14
DOI
https://doi.org/10.1016/j.applthermaleng.2026.130256
Primary Topic
Geothermal Energy Systems and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Role of temperature-dependent fluid property variations on energy pile performance

Adrian Brunner, Mohammed Faizal, Dietmar Adam, Abdelmalek Bouazza et al.
Applied Thermal Engineering
Geothermal Energy Systems and Applications
article

Role of temperature-dependent fluid property variations on energy pile performance

Adrian Brunner, Mohammed Faizal, Dietmar Adam, Abdelmalek Bouazza, Roman Markiewicz
article en

Abstract

The flow and heat exchange analyses of energy piles often assume constant fluid properties, which can lead to inaccurate performance predictions. This study addresses this limitation by investigating the role of temperature-dependent fluid property variations on the thermofluid performance of two field scale energy piles. Mathematical functions describing the effects of temperature on water density, viscosity, and specific heat capacity were developed and integrated into the physics-based Reynolds number and heat exchange calculations. This approach was used to assess the propagated errors in the flow and heat exchange calculations when temperature-dependent fluid property variations are ignored. Across the typical temperature range of 1–47 °C during heating, cooling, and cyclic operations, the dynamic viscosity showed the largest variation, up to 67%, resulting in substantial propagated errors of up to 73% in the Reynolds number and 17% in the friction factor, compared to constant property assessments at reference temperature of 20 °C. Incorporating viscosity variations into the design of energy piles is therefore essential to accurately classify turbulence, perform pressure loss calculations, select pumps, and size heat exchanger pipes. In contrast, water density and specific heat capacity varied by approximately 1%, introducing negligible propagated errors in the heat exchange rates. Therefore, constant values of water density and specific heat capacity are adequate for reliable evaluations of geothermal heat exchange rates. Grey relational analysis further showed that the dynamic viscosity and the inlet-outlet water temperature difference of the energy pile are the dominant factors influencing the Reynolds number and heat exchange rates, respectively. • Study linking temperature-dependent water properties to energy pile performance. • Assessment of energy pile performance for constant and variable water properties. • Temperature-dependent viscosity variations cause major flow analysis errors. • Negligible impact of density and specific heat capacity variations on heat exchange. • Accurate energy pile designs require viscosity-based flow assessments.

Applied Thermal EngineeringVol. 292
TU Wien (AT), Monash University (AU)
Affordable and clean energy
Openalex Percentile: Top 57%
Geothermal Energy Systems and Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.