Evidence map›Paper›PMID 40710698›Full record

ArticleGels (Basel, Switzerland)2025

Dynamic Simulation of Nano-Gel Microspheres for Plugging Preferential Flow Channels and Enhancing Oil Recovery in Waterflooded Reservoirs.

Long Ren, Cong Zhao, Jian Sun, Cheng Jing, Haitao Bai, Qingqing Li, Xin Ma

Abstract read
In one paragraph

Article in Gels (Basel, Switzerland), 2025. 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.

Long RenSchool of Petroleum Engineering, Xi'an Shiyou University, Xi'an 710065, China.ORCID 0000-0001-6757-7195
Cong ZhaoSchool of Petroleum Engineering, Xi'an Shiyou University, Xi'an 710065, China.
Jian SunSchool of Petroleum Engineering, Xi'an Shiyou University, Xi'an 710065, China.
Cheng JingSchool of Petroleum Engineering, Xi'an Shiyou University, Xi'an 710065, China.
Haitao BaiSchool of Petroleum Engineering, Xi'an Shiyou University, Xi'an 710065, China.
Qingqing LiSchool of Petroleum Engineering, Xi'an Shiyou University, Xi'an 710065, China.
Xin MaSchool of Petroleum Engineering, Xi'an Shiyou University, Xi'an 710065, China.

Funding

National Natural Science Foundation of China No.52304036; No.51704235Natural Science Basic Research Plan in Shaanxi Province of China No.2023-JC-YB-344
6 · The paper itself

Abstract

This study addresses the unclear mechanisms by which preferential flow channels (PFCs), formed during long-term waterflooding, affect nano-gel microsphere (NGM) flooding efficiency, utilizing CMG reservoir numerical simulation software. A dynamic evolution model of PFCs was established by coupling CROCKTAB (stress-porosity hysteresis) and CROCKTABW (water saturation-driven permeability evolution), and the deep flooding mechanism of NGMs (based on their gel properties such as swelling, elastic deformation, and adsorption, and characterized by a "plugging-migration-replugging" process) was integrated. The results demonstrate that neglecting PFCs overestimates recovery by 8.7%, while NGMs reduce permeability by 33% (from 12 to 8 mD) in high-conductivity zones via "bridge-plug-filter cake" structures, diverting flow to low-permeability layers (+33% permeability, from 4.5 to 6 mD). Field application in a Chang 6 tight reservoir (permeability variation coefficient 0.82) confirms a >10-year effective period with 0.84% incremental recovery (from 7.31% to 8.15%) and favorable economics (ROI ≈ 10:1), providing a theoretical and engineering framework for gel-based conformance control in analogous reservoirs.

Indexed as

enhanced oil recovery (EOR)nano-gel microspheres (NGMs)numerical simulationplugging mechanismpreferential flow channels (PFCs)

Identifiers

PMID40710698
PMCPMC12294128

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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.