Evidence map›Paper›PMID 41078796›Full record

ReviewACS omega2025

Weighting Material in Drilling Fluids: Sagging Mechanisms, Influencing Factors, and Prevention Strategies.

Mei-Chun Li, Dongqing Yang, Jinsheng Sun, Kaihe Lv, Yaxuan Zhang, Haokun Shen, Qi Wang, Chaozheng Liu

Abstract readReview
In one paragraph

Review in ACS omega, 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

8 authors.

Mei-Chun LiSchool of Petroleum Engineering, China University of Petroleum (East China), Qingdao, Shandong 266580, China.ORCID https://orcid.org/0000-0001-9381-0093
Dongqing YangSchool of Petroleum Engineering, China University of Petroleum (East China), Qingdao, Shandong 266580, China.
Jinsheng SunSchool of Petroleum Engineering, China University of Petroleum (East China), Qingdao, Shandong 266580, China.ORCID https://orcid.org/0000-0003-1939-2801
Kaihe LvSchool of Petroleum Engineering, China University of Petroleum (East China), Qingdao, Shandong 266580, China.
Yaxuan ZhangSchool of Petroleum Engineering, China University of Petroleum (East China), Qingdao, Shandong 266580, China.
Haokun ShenSchool of Petroleum Engineering, China University of Petroleum (East China), Qingdao, Shandong 266580, China.
Qi WangSchool of Petroleum Engineering, China University of Petroleum (East China), Qingdao, Shandong 266580, China.
Chaozheng LiuCo-Innovation Center of Efficient Processing and Utilization of Forest Resources, College of Materials Science and Engineering, Nanjing Forestry University, Nanjing 210037, China.ORCID https://orcid.org/0000-0003-4168-8289

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Drilling high-temperature and high-pressure (HTHP) formations requires high-density drilling fluids, commonly formulated using weighting materials such as Barite, hematite, Micromax, ilmenite, magnetite, and manganese tetroxide. However, these materials are prone to sagging, resulting in density variations that compromise wellbore stability, pressure control, and overall drilling safety. This review addresses the critical challenge of weighting material sagging by summarizing recent advances in understanding sagging mechanisms and mitigation strategies. The sagging behavior of weighting materials is strongly influenced by factors such as density mismatch, particle size distribution, fluid viscosity, flow regime, temperature, pressure, and wellbore inclination. Recent findings demonstrate that sagging can be mitigated by blending different weighting agents to optimize particle distribution and surface characteristics, thereby enhancing dispersion and reducing settling. In addition, reducing particle size improves suspension stability and increases yield strength, which supports particle suspension. Surface modification enhances the dispersion of weighting agents in drilling fluid, and thereby mitigating sagging. Furthermore, antisagging additives increase viscosity and form gel networks that entrap particles, minimizing aggregation and enhancing stability. Despite these advancements, challenges remain regarding environmental impact, additive compatibility, and high production costs. Future research should focus on developing biodegradable, multifunctional additives, employing advanced material engineering for tailored particle design, and implementing real-time monitoring systems for effective sag control. This review fills a critical gap by integrating materials science, fluid dynamics, and sustainability, offering a comprehensive foundation for next-generation drilling fluid design.

Identifiers

PMID41078796
PMCPMC12508939

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.