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Record W4413391237 · doi:10.1115/omae2025-156082

Effects of Geometrical Irregularities on Displacement Flow in Annuli: An Experimental Approach

2025· article· en· W4413391237 on OpenAlexaff
Marzieh Alishahi, Yosef Rezaei, Roland Genshorek, I.A. Frigaard

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldEngineering
TopicAdvanced Numerical Analysis Techniques
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsDisplacement (psychology)Flow (mathematics)MechanicsComputer scienceGeologyPhysicsPsychology

Abstract

fetched live from OpenAlex

Abstract Effective primary cementing is essential for ensuring well integrity, extending operational life, and mitigating environmental risks. Existing research on the displacement of drilling mud by cementing fluids (wash, spacer, slurry), has focused extensively on displacement flow in a uniform eccentric annular space between the casing and wellbore wall. Very few investigations have focused specifically on irregular wellbore geometries such as ovality, rugosity and washout sections. Eccentricity has long ago been identified as the most critical factor influencing mud removal. Experimental studies reveal that parameters like flow rates, viscosity ratios, and density ratios significantly affect displacement front stability. For instance, significant density differences (buoyancy) can stabilize highly eccentric annular displacement flows in vertical annuli. Little experimental research has been yet carried out on other irregularities. Experiments have shown that eccentricity often dominates the effects of local enlargements or obstructions, with residual fluid accumulation and localized displacement effects noted. Recent computational advances have incorporated realistic geometries derived from caliper data to better understand flow behaviors in irregular wellbores. Although caliper data is complex, much of the borehole variation is captured in a few low frequencies, prompting the question of how displacement flows respond to wavy walled geometries. This study introduces a novel experimental setup featuring a wavy annulus inspired by caliper-filtered wellbore data. The newly developed wavy annulus is designed for experiments under both concentric and eccentric configurations. Here we report preliminary results using Newtonian fluid pairs, to experiments explore displacement dynamics within this semi-sinusoidal geometry. The findings contribute to optimizing displacement flows in complex wellbore geometries, advancing primary cementing practices and raising industry awareness of these effects.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.489
Threshold uncertainty score0.462

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.004
GPT teacher head0.250
Teacher spread0.245 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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