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Record W4416876721 · doi:10.37665/smdbnea28112

Nasa-Dod Pb-Free Electronics Rework Project: Effect Of 1x And 2x Eutectic Solder Rework On Vibration Reliability

2011· article· W4416876721 on OpenAlexaff
J.P. Tucker, Carol A. Handwerker, W. Russell, Aaron E. Pedigo, A. Ganster, Polina Snugovsky, Jason G. Bragg, Zohreh Bagheri, Marianne Romansky

Bibliographic record

VenueSMTA International · 2011
Typearticle
Language
FieldEngineering
TopicElectronic Packaging and Soldering Technologies
Canadian institutionsHain Celestial (Canada)
Fundersnot available
KeywordsReworkReliability (semiconductor)SolderingElectronicsEutectic systemTemperature cyclingSurface-mount technology

Abstract

fetched live from OpenAlex

ABSTRACT Crane Naval Surface Warfare Center, a NASA-DOD Consortium member, added 30 test vehicles to the NASA-DOD Pb-free Electronics study (Project 2) in support of their Naval Supply Command (NAVSUP) sponsored “Logistics Impact of Pb-free Circuits/Components” project to quantify the effects of rework of Pb-free solder joints with SnPb solder. Multipass SnPb 1X and 2X rework was performed on Pb-free DIP, TQFP-144, TSOP-50, LCC and QFN components on SAC305 (24 boards) and SN100C (6 boards) soldered assemblies. Nine (9) boards were tested in drop shock, nine (9) in vibration, and eight (8) in accelerated thermal cycling test. The boards were vibration tested for one hour each at 8, 10, 12, 14, 16, 18, 20, and 28 Grms. An event detector was used to electrically monitor and record failures. Overall, there were 461 failures out of a total of 567 components. The results appear to have a significant amount of variation. Our preliminary conclusion of this study is that, for the components reworked in this study, a qualified rework facility with a capable process can rework Pb-free boards with SnPb solder alloy and create solder joints that have reliability comparable to as-manufactured Pb-free assemblies.

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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
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)0.0020.000

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 head0.238
Teacher spread0.224 · 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
Published2011
Admission routes1
Has abstractyes

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