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Record W4404370067 · doi:10.1115/pvp2024-123315

Delayed Hydride Cracking Initiation Evaluation of a Fretting Flaw in a CANDU Reactor Zr-Nb Pressure Tube With Consideration of Finite Length of the Flaw and Flaw Shielding Effect

2024· article· en· W4404370067 on OpenAlexaffabout
Douglas A. Scarth, Steven X. Xu, Preeti Doddihal, Dennis Kawa, Monique Ip

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldMaterials Science
TopicNuclear Materials and Properties
Canadian institutionsBruce Power (Canada)Kinectrics (Canada)
Fundersnot available
KeywordsMaterials scienceCrackingElectromagnetic shieldingFrettingTube (container)Nuclear engineeringHydrideZirconium alloyComposite materialMetallurgyZirconiumEngineering

Abstract

fetched live from OpenAlex

Abstract In-service evaluation of a flaw that is detected in a Zr-Nb alloy pressure tube in a CANada Deuterium Uranium (CANDU) nuclear reactor includes an analysis to demonstrate that delayed hydride cracking will not initiate from the flaw. The flaw can be assessed either as planar or volumetric with a blunt root radius. A flaw caused by fretting due to flow-induced vibration was detected by ultrasonic examination in a Zr-Nb alloy pressure tube in a CANDU nuclear reactor. The flaw was replicated to obtain details of flaw geometry. The flaw is volumetric in nature, and is comprised of two axially oriented features that were joined by a ligament. This flaw was evaluated for delayed hydride cracking initiation in accordance with the Canadian Standards Association Standard N285.8. Two-dimensional elastic finite element stress analysis of the flaw was performed. An adjustment factor on the applied stress that took into account the finite axial length of the flaw was used to produce a lower and more representative peak flaw-tip stress as compared with an assumed “infinite” length of the flaw in the two-dimensional finite element stress analysis. The proximity of the two features of the flaw generated a stress shielding effect which was also accounted for in the evaluation for delayed hydride cracking initiation. The flaw met the acceptance criteria for prevention of delayed hydride cracking initiation, and the pressure tube was returned to service. This paper provides a summary of the delayed hydride cracking initiation evaluation of this flaw, and highlights the methods adopted to reduce conservatism in the evaluation.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.020
GPT teacher head0.255
Teacher spread0.235 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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
Published2024
Admission routes2
Has abstractyes

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