Evidence map›Paper›PMID 40715310›Full record

ArticleScientific reports2025

CO₂ dissolution-diffusion in clay inhibitor/oil systems and synergistic CCUS-EOR effects in strongly water-sensitive reservoirs.

Miaoxin Zhang, Jingchun Wu, Liyuan Cai, Bo Li, Xin Yu, Yangyang Hou, Fang Shi, Chunlong Zhang

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. COACS omega · 2026
    Review
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

8 authors.

Miaoxin ZhangKey Laboratory for EOR Technology (Ministry of Education), Northeast Petroleum University, Daqing, 163318, China.
Jingchun WuKey Laboratory for EOR Technology (Ministry of Education), Northeast Petroleum University, Daqing, 163318, China. w6529@163.com.
Liyuan CaiKey Laboratory for EOR Technology (Ministry of Education), Northeast Petroleum University, Daqing, 163318, China.
Bo LiKey Laboratory for EOR Technology (Ministry of Education), Northeast Petroleum University, Daqing, 163318, China.
Xin YuKey Laboratory for EOR Technology (Ministry of Education), Northeast Petroleum University, Daqing, 163318, China.
Yangyang HouKey Laboratory for EOR Technology (Ministry of Education), Northeast Petroleum University, Daqing, 163318, China.
Fang ShiKey Laboratory for EOR Technology (Ministry of Education), Northeast Petroleum University, Daqing, 163318, China.
Chunlong ZhangDaqing Yongzhu Petroleum Technology Development Co Ltd, Daqing, 163000, China.

Funding

Daqing Science and Technology Innovation Guidance Project YZ-XS-202312-10National Natural Science Foundation of China 52304026Science and Technology Department, Heilongjiang Province 2023ZXJ06A01
6 · The paper itself

Abstract

This study targeted a highly water-sensitive reservoir with high clay content (average 23.87%, mainly montmorillonite and illite), where waterflooding development induces hydration swelling of clay minerals, leading to pore-throat narrowing. The anti-swelling system and CO₂ were found to mitigate this phenomenon. The research investigated the dissolution, diffusion, and synergistic effects of CO₂ in the anti-swelling system/crude oil within the context of Carbon Capture, Utilization and Storage-Enhanced Oil Recovery (CCUS-EOR). Using the pressure decay method, core flooding experiments, microscopic visualization of oil displacement, and an improved mathematical model. We systematically investigated the influence of clay minerals on the balance between CO₂ storage and enhanced oil recovery (EOR). It was found that the diffusion coefficient of supercritical CO₂ increased rapidly and then levelled off with increasing pressure, which indicated that clay minerals hindered CO₂ diffusion. The anti-swelling system increases the effective pore connectivity by suppressing clay swelling, which increases the diffusion coefficient by 20-28%. The enhanced mathematical model combines the oil-water phase partition coefficients with the PR-EOS equation of state to accurately describe the multiphase interactions. The calculation results fit the experimental data by 92%, which is better than the traditional single-phase model. Through microscopic oil displacement experiments, core flooding tests, and quantitative analysis of full-cycle CO₂ saturation evolution. It is demonstrated that the sweep efficiency is anti-swelling system-CO₂ flooding is a higher sweep efficiency (73.95%) and achieves 58.12% oil recovery and 46.16% CO

Indexed as

Carbon sequestrationCCUS-EORClay mineralsEnhanced oil recoveryStrongly water-sensitive reservoirs

Identifiers

PMID40715310
PMCPMC12297440

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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.