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Record W4412453192 · doi:10.1016/j.ijpvp.2025.105605

Structure-property relationships in electron beam welded SA508 nuclear reactor pressure vessel steel

2025· article· en· W4412453192 on OpenAlexfundno aff
Elliot H. Marrero-Jackson, Jasmyne N. Emerson, Grayson A. Nemets, Jack R. Herrema, Benjamin Sutton, David Gandy, Maria A. Okuniewski, Janelle P. Wharry

Bibliographic record

VenueInternational Journal of Pressure Vessels and Piping · 2025
Typearticle
Languageen
FieldEngineering
TopicMicrostructure and Mechanical Properties of Steels
Canadian institutionsnot available
FundersFondations communautaires du CanadaPurdue UniversityOffice of Nuclear EnergyUniversity of SheffieldU.S. Nuclear Regulatory Commission
KeywordsPressure vesselWeldingReactor pressure vesselProperty (philosophy)Electron beam weldingMaterials scienceCathode rayBeam (structure)Structural engineeringNuclear engineeringEngineeringComposite materialPhysicsElectronNuclear physics

Abstract

fetched live from OpenAlex

The objective of this study is to understand structure-property relationships across electron beam (EB) welds on nuclear reactor pressure vessel (RPV) steel SA508, Grade 3. Modern nuclear reactor designs typically rely on single-forging RPVs in an effort to eliminate arc welds that require costly in-service inspection. By comparison, advanced EB welds are being considered for RPV applications as they can be rapidly produced, quality heat treated, and often exhibit fewer impurities and narrower heat-affected zones (HAZ). But little is known about microstructure evolution during EB welding and its implications on mechanical properties. This work identifies key structure-property relationships in electron beam welds on forged SA-508 and on a PM-HIP material produced to match the SA508 Grade 3 chemical composition. In both the forging and PM-HIP material, the EB weld fusion zone and HAZ exhibit significant hardening due to martensite nucleation during rapid cooling, while the base metal retains a dual-phase ferrite-bainite microstructure. An appropriately designed heat treatment can eliminate hardness gradients by homogeneously recrystallizing a ferrite-bainite microstructure across the weldment. While PM-HIP and forged SA508 exhibit similar EB weld-induced microstructure evolution, the more extensive porosity in the PM-HIP specimen promotes grain growth and stabilizes ferrite and martensite. Hardness is governed by ferrite phase contiguity, wherein dislocation transmission is inhibited at dissimilar phase interfaces. But if the microstructure is dominated by bainite and/or martensite, hardness is instead governed by their phase fractions. This work illustrates the potential for combining EB welding and PM-HIP with an appropriate quality heat treatment to create RPV welds having negligible microstructure gradients and consistent hardening micro-mechanisms.

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.817
Threshold uncertainty score0.532

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 integrity0.0000.001
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 head0.010
GPT teacher head0.224
Teacher spread0.213 · 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

Citations5
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueInternational Journal of Pressure Vessels and PipingSame topicMicrostructure and Mechanical Properties of SteelsFrench-language works237,207