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Record W2624602534 · doi:10.5006/c2013-02119

Fatigue Fracture of a Stainless Steel Rotary Valve Shaft

2013· article· en· W2624602534 on OpenAlexaff
Jeffrey Xie, Katy Yazdanfar, Derek Mitchell, Bill Courtney

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldEngineering
TopicMechanical Failure Analysis and Simulation
Canadian institutionsNova Chemicals (Canada)
Fundersnot available
KeywordsMaterials scienceMetallurgyCarbon steelFracture (geology)CorrosionComposite material

Abstract

fetched live from OpenAlex

Abstract The shaft of a rotatory valve (RV) for polyethylene pellet service fractured. In order to understand the fracture mechanism and mitigate future fracture failures, the fractured shaft was investigated in terms of metallurgical, compositional and morphological characteristics on the fracture surface and cross-sections of the shaft. The characterization determined that the fracture of the rotatory valve shaft was the result of rotational bending fatigue. Fatigue cracks were initiated from multiple locations, leading to formation of multiple ratchat marks around the shaft circumference. The torsional stress caused the ratchet marks to be roughly 45° to the fracture plane. The stress was high at the time of the fracture, inducing an overload zone to be roughly 60% of the entire fracture surface. The concave curvature of the fracture surface indicated stress concentration at the location of fracture. Microstructural analysis revealed that excessive amounts of manganese sulfide (MnS) stringers were present across the entire thickness along the axial direction of the shaft. Combined with the microstructure and composition, the shaft was determined to be made of UNS S30400 stainless steel with excessive amount of MnS inclusions. As a result, the fatigue resistance was greatly compromised. The fatigue cracks were determined to initiate from the MnS inclusions, acting as a stress riser, on the outer diameter. The selected stainless steel with MnS inclusions and the particular geometry of the rotatory valve shaft induced weak load-bearing capacity and excessive stress concentration, thus promoting fatigue failure of the shaft.

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: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.383
Threshold uncertainty score0.998

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)0.0030.000

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 head0.011
GPT teacher head0.222
Teacher spread0.211 · 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 designSimulation or modeling
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
Published2013
Admission routes1
Has abstractyes

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