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Record W7065651081

Ethylene Product Pump Mechanical Seal Design Enhancements through Advanced Analysis

2023· other· en· W7065651081 on OpenAlexaboutno aff

Bibliographic record

VenueOakTrust (Texas A&M University Libraries) · 2023
Typeother
Languageen
FieldPhysics and Astronomy
TopicAstrophysical Phenomena and Observations
Canadian institutionsnot available
Fundersnot available
KeywordsSeal (emblem)PipingAbrasion (mechanical)Containment (computer programming)Reliability (semiconductor)LimitingLeakService life
DOInot available

Abstract

fetched live from OpenAlex

One of the largest ethylene and polyethylene production complexes in the world located in Alberta Canada was dealing with marginal reliability of the mechanical seals on their ethylene product pumps. The ethylene product pumps are classified as API 610 BB5 types and the duty conditions for the mechanical seals are arduous, experiencing seal chamber pressures continuously above 1000 PSIG at sub-zero temperatures. The pumps operate at shaft speeds above 5,000 RPM providing additional challenges for the mechanical seal to overcome. The heritage mechanical seals utilized in this application were a dual unpressurized configuration supported by an API Piping Plan 11 and 52. Through close collaboration with the end user, the supplied seal provided by the manufacturer was able to achieve an 18 – 24 Mean Time Between Repair (MTBR). Known failure modes of the existing mechanical seal identified during failure analysis activities were addressed through modification of the seal to the existing iteration. The most recent limiting factor in seal performance was attributed to breakdown of thedynamic secondary sealing element in both the process and containment seals. The dynamic secondary seal, or o-ring, experienced a high degree of abrasion and breakdown. It was the seal manufacturer’s recommendation to address the root cause of seal failures by proposing an alternative configuration. The alternative seal configuration utilized active seal face features for optimized sealing of the ethylene while incorporating a non-pusher secondary seal (NPSS) to both the process and containment seals to address the dynamic o-ring concerns. Additionally, improvements to the circulation and cooling of the Plan 52 loop were identified and optimized through CFD modeling of the internal circulation device and support system piping. All modifications were incorporated into a redesigned seal cartridge that was installed during a unit outage in September 2021. Performance of the new design to date has been extremely satisfactory despite several documented upsets in the process stream.

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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.635
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.002
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0080.001

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 head0.020
GPT teacher head0.223
Teacher spread0.202 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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
Published2023
Admission routes1
Has abstractyes

Explore more

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