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Record W4387144522 · doi:10.1115/gt2023-100896

Microstructure and Mechanical Properties of NGB Joints Formed With B/Si Free Braze Alloys

2023· article· en· W4387144522 on OpenAlexaff
Xiao Huang, Paul Lowden, A. Gontcharov, Robyn Reis

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldEngineering
TopicWelding Techniques and Residual Stresses
Canadian institutionsCarleton University
Fundersnot available
KeywordsBrazingMaterials scienceWeldabilityUltimate tensile strengthMetallurgyBoronDuctility (Earth science)MicrostructureAlloyWeldingGas tungsten arc weldingTensile testingComposite materialCreepArc welding

Abstract

fetched live from OpenAlex

Abstract In this research, boron free nickel-based braze alloys were examined in terms of their microstructure in narrow gap and wide gap configurations. The high temperature tensile properties of the standalone boron free braze alloys along with that of the narrow gap braze (NGB) joints with these alloys were also evaluated. The weldability of the boron free alloys was evaluated using bead-on-plate Tungsten Inert Gas (TIG) welding. NGB (with gap of ∼0.1 mm between two surfaces) was carried out using a substrate of GTD111. In addition, two commercial braze alloys, MTU Amdry 788 (A788) and Liburdi low boron braze alloy LW3PL, were incorporated in the tensile test matrix as baselines for comparison. The results from this study showed that the boron free alloy can be used as traditional braze welding rods for manual weld repair with good weldability. In addition, one of the boron free braze alloys, XH-1, possess higher tensile strengths than A788 braze alloy, due to the presence of gamma prime forming elements (Ti+Al). At 982 °C, NGB joint with XH-1 yielded tensile properties superior to that joined by LW3PL, i.e., higher strength and equivalent ductility. The high temperature tensile properties of the same joints showed similar yield and tensile strength values to that of the base metal GTD111, however, with lower ductility. Further improvement to brazing processes will be undertaken to improve the ductility of the boron free brazed joints in our future studies.

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)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
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 score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

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)0.0010.000

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 head0.013
GPT teacher head0.198
Teacher spread0.185 · 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 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

Citations0
Published2023
Admission routes1
Has abstractyes

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