MétaCan
Menu
Back to cohort
Record W4234423913 · doi:10.2523/95034-ms

Inorganic Scale Control Within MEG/Methanol Treated Produced Fluids

2005· article· en· W4234423913 on OpenAlexaff
M. M. Jordan, N. D. Feasey, C Johnston

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldMaterials Science
TopicCalcium Carbonate Crystallization and Inhibition
Canadian institutionsNalco (Canada)
Fundersnot available
KeywordsCitationExhibitionScale (ratio)Library scienceEngineeringComputer scienceArchaeologyGeographyCartography

Abstract

fetched live from OpenAlex

Inorganic Scale Control Within MEG/Methanol-Treated Produced Fluids M. M. Jordan; M. M. Jordan Nalco Search for other works by this author on: This Site Google Scholar N. D Feasey; N. D Feasey Nalco Search for other works by this author on: This Site Google Scholar C. J. Johnston C. J. Johnston Nalco Search for other works by this author on: This Site Google Scholar Paper presented at the SPE International Symposium on Oilfield Scale, Aberdeen, United Kingdom, May 2005. Paper Number: SPE-95034-MS https://doi.org/10.2118/95034-MS Published: May 11 2005 Cite View This Citation Add to Citation Manager Share Icon Share Twitter LinkedIn Get Permissions Search Site Citation Jordan, M. M., Feasey, N. D, and C. J. Johnston. "Inorganic Scale Control Within MEG/Methanol-Treated Produced Fluids." Paper presented at the SPE International Symposium on Oilfield Scale, Aberdeen, United Kingdom, May 2005. doi: https://doi.org/10.2118/95034-MS Download citation file: Ris (Zotero) Reference Manager EasyBib Bookends Mendeley Papers EndNote RefWorks BibTex Search Dropdown Menu toolbar search search input Search input auto suggest filter your search All ContentAll ProceedingsSociety of Petroleum Engineers (SPE)SPE International Oilfield Scale Conference and Exhibition Search Advanced Search Abstract The control of inorganic scale (carbonate/sulphate) has been a challenge to the production of hydrocarbon and associated water for over 50 years. The current trend in the industry to develop satellite fields with longer tie backs and in deeper water has resulted in new challenges to control such scale deposits during hydrocarbon production. The lower fluid temperatures that are present in these subsea developments during fluid production increases the sulphate scaling tendency and makes scale control very difficult over the long residence time now experienced due to the tie back lengths. The introduction of methanol, mono ethylene glycol (MEG) or tri ethylene glycol (TEG) to control hydrate risk presents new challenges in terms of increased scale tendency (dehydration of brine) and interactions of the hydrate control chemicals with scale inhibitor performance.For these challenging environments a full understanding of the evolution of the brine chemistry through the field life cycle is essential (types of scale, supersaturation changes). This paper will outline the process by which this risk assessment of scale formation in the presence of hydrate control chemicals is made and how the scale control measures for effective scale management of subsea developments is carried out. Development of new and improved scale inhibitors for these types of applications within both methanol and MEG hydrate control chemicals will be outlined. Field case studies from the North Sea and Southern Africa will be used to illustrate the scale control challenges and how they have been overcome with engineering and production chemical solutions. Keywords: sulphate, hydrate remediation, hydrate inhibitor, oilfield chemistry, inhibitor, asphaltene inhibition, hydrate inhibition, methanol, international symposium, corrosion inhibitor Subjects: Production Chemistry, Metallurgy and Biology, Inhibition and remediation of hydrates, scale, paraffin / wax and asphaltene Copyright 2005, Society of Petroleum Engineers You can access this article if you purchase or spend a download.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.009
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0050.001

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 head0.010
GPT teacher head0.226
Teacher spread0.217 · 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.

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

Citations6
Published2005
Admission routes1
Has abstractyes

Explore more

Same topicCalcium Carbonate Crystallization and InhibitionFrench-language works237,207