Evidence map›Paper›PMID 42540213›Full record

ArticleACS omega2026

Development of High-Thermal-Conductivity Inhibitive Drilling Fluid with Nano-CuO and Cationically Modified Poly(Vinyl Alcohol).

Yongshun Yang, Simin Zeng, Bingqiang Zhang, Yikai Wang, Jianmin Wang, Sijia Ebo, Huijing Tan

Abstract read
In one paragraph

Article in ACS omega, 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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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.

Yongshun YangXining Natural Resources Comprehensive Survey Center, China Geological Survey, Xining 810000, China.
Simin ZengXining Natural Resources Comprehensive Survey Center, China Geological Survey, Xining 810000, China.ORCID https://orcid.org/0009-0005-1220-4128
Bingqiang ZhangXining Natural Resources Comprehensive Survey Center, China Geological Survey, Xining 810000, China.
Yikai WangXining Natural Resources Comprehensive Survey Center, China Geological Survey, Xining 810000, China.
Jianmin WangXining Natural Resources Comprehensive Survey Center, China Geological Survey, Xining 810000, China.
Sijia EboXining Natural Resources Comprehensive Survey Center, China Geological Survey, Xining 810000, China.
Huijing TanState Key Laboratory of Geohazard Prevention and Geoenvironment Protection, Chengdu University of Technology, Chengdu 610059, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study addresses wellbore instability during drilling in water-sensitive formations by enhancing the heat-transfer performance of an inhibitive drilling fluid. CuO nanoparticles (NCs) were introduced into a drilling fluid containing cationically modified poly-(vinyl alcohol) (PVAG), which was synthesized by grafting 2,3-epoxypropyl trimethylammonium chloride (GTMAC) onto poly-(vinyl alcohol) (PVA). The compatibility between NCs and PVAG was evaluated, and the mechanism by which PVAG and NCs affected the inhibitory performance of drilling fluids was investigated. The results indicated that GTMAC was successfully grafted onto PVA via ether bonds. Compared with soaking in PVA, soaking in 1.5% PVAG reduced the interlayer spacing of bentonite to 1.251 nm and decreased its dispersibility. The quaternary ammonium groups from GTMAC accelerate the adsorption of PVA onto the clay surface by neutralizing its negative charges, thereby reducing the electrostatic repulsion between crystal layers and suppressing clay lattice expansion. Mechanistically, the NCs reduce water infiltration to assist PVAG in improving the inhibitory performance of the drilling fluid, while PVAG stabilizes the suspension of NCs to construct a thermal conductivity network that substantially improves the heat-transfer performance. Together, NCs and PVAG synergistically improve the inhibitive and heat-transfer properties of drilling fluids. The findings of this study can provide a reference for the selection of drilling fluid systems in complex formations and deep well drilling.

Identifiers

PMID42540213
PMCPMC13425334

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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.