Evidence map›Paper›PMID 41754667›Full record

ArticlePolymers2026

Ceramsite-Based Graphite Composite Thermally Conductive Proppant: Preparation, Characterization, and Performance Regulation.

Shuguang Li, Ersi Gao, Danlu Liu, Huaibin Zhen, Tengze Ge, Xiaoqin Pu, Guoyuan Yuan

Abstract read
In one paragraph

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

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0citing papers in PubMed
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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

7 authors.

Shuguang LiChina United Coalbed Methane National Engineering Research Center Co., Ltd., Beijing 100007, China.
Ersi GaoChina United Coalbed Methane National Engineering Research Center Co., Ltd., Beijing 100007, China.
Danlu LiuChina United Coalbed Methane National Engineering Research Center Co., Ltd., Beijing 100007, China.
Huaibin ZhenChina United Coalbed Methane National Engineering Research Center Co., Ltd., Beijing 100007, China.
Tengze GeChina United Coalbed Methane National Engineering Research Center Co., Ltd., Beijing 100007, China.
Xiaoqin PuCollege of Chemistry and Chemical Engineering, Chongqing University of Science and Technology, Chongqing 401331, China.
Guoyuan YuanCollege of Chemistry and Chemical Engineering, Chongqing University of Science and Technology, Chongqing 401331, China.ORCID 0009-0008-0464-9970

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Coalbed methane (CBM) reservoirs are characterized by low permeability and poor methane desorption, which limit recovery rates. To address this, a novel graphite composite thermally conductive proppant is proposed, offering enhanced thermal conductivity and mechanical performance. The composite consists of porous ceramsite as a mechanical scaffold, epoxy resin as an interfacial binder, and graphite as a thermally conductive reinforcement. The effects of graphite content and resin dosage on the composite's structure, thermal conductivity, suspension stability, surface wettability, and interfacial adhesion are systematically investigated. The results show that an optimized formulation with 20 wt% graphite and 1.0 g epoxy resin achieves a thermal conductivity of 3.8 W/(m·K)-6.3 times that of pure ceramsite-along with an improved thermal response under simulated stimulation, good suspension stability (suspension ratio of 0.53 in 0.2 wt% guar gum solution), a hydrophobic surface (contact angle 74.9°) to mitigate water lockup, and strong interfacial adhesion (125 nN under 2500 nN load) for durable proppant performance. Microscopic analysis confirms the formation of a continuous "resin-graphite-ceramsite" three-phase interface and a percolative thermal conductive network. This study provides a feasible design strategy for high-performance thermally conductive proppants and demonstrates their potential for application in the hydraulic fracturing of unconventional oil and gas reservoirs.

Indexed as

ceramsite matrixepoxy resingraphite compositemicrostructural characterizationthermally conductive proppant

Identifiers

PMID41754667
PMCPMC12944076

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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.