Evidence map›Paper›PMID 42280195›Full record

ArticleMolecules (Basel, Switzerland)2026

CPCM/OSS Backfill Materials: Enhanced Thermal Properties and Heat Transfer Performance for Ground Heat Exchangers in Ground Source Heat Pump Systems.

Dongyi Zhou, Fanchen Zhou, Jiawei Yuan, Yicai Liu

Abstract read
In one paragraph

Article in Molecules (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Dongyi ZhouSchool of Energy and Mechanical Engineering, Hunan University of Humanities, Science and Technology, Loudi 417000, China.ORCID 0000-0002-8486-8119
Fanchen ZhouSchool of Energy and Mechanical Engineering, Hunan University of Humanities, Science and Technology, Loudi 417000, China.
Jiawei YuanSchool of Energy and Mechanical Engineering, Hunan University of Humanities, Science and Technology, Loudi 417000, China.
Yicai LiuSchool of Energy Science and Engineering, Central South University, Changsha 410083, China.

Funding

Department of Science and Technology of Hunan Province 2026JJ80397 and 2025JJ70303Education Department of Hunan Province 25A0619The Integration and Innovation Project of Talent Chain, Capital Chain and Industry Chain, Loudi Municipal Bureau of Science and Technology, Hunan Province 82200356The Ningbo Longhui Electromechanical Engineering Co., Ltd. 38024203 and 38025234
6 · The paper itself

Abstract

This study focuses on optimizing backfill materials to enhance the heat transfer performance of ground heat exchangers (GHEs) in ground source heat pump (GSHP) systems. A series of composite phase change material/original sand soil (CPCM/OSS) backfill materials was prepared using capric acid-myristic acid/expanded graphite (CA-MA/EG) at mass ratios of 5%, 10%, 15%, and 20%. Thermal conductivity testing, differential scanning calorimetry (DSC) and thermogravimetric analysis (TGA), laboratory heat transfer tests, and 3D numerical simulations under typical intermittent summer conditions were systematically conducted. The results show that thermal conductivity, specific heat capacity, and thermal storage coefficient all increase with rising moisture content and CPCM dosage. The newly developed CPCM/OSS backfill material significantly improves the heat transfer performance of GHEs. Comprehensive thermophysical characterization indicates that the 10 wt% CPCM sample is the optimal formulation. Laboratory tests demonstrate that, relative to pure OSS backfill, the 10 wt% CPCM-doped CPCM/OSS raises the average soil temperature by approximately 2.5-2.8 °C. Numerical simulations over three consecutive days show that, relative to pure OSS backfill, the 10 wt% CPCM-doped composite enhances the heat exchange capacity per linear meter of the GHEs by 8.8%. The newly developed CPCM/OSS backfill material significantly improves the heat transfer performance of GHEs. It provides a feasible material solution and technical reference for GSHP system design.

Indexed as

composite backfillground source heat pump (GSHP)numerical simulationphase change material (PCM)thermal energy storage (TES)

Identifiers

PMID42280195
PMCPMC13258718

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.