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Record W4250941171 · doi:10.1109/tia.2016.2608787

Arc Flash Pressure Measurement by the Physical Method, Effect of Metal Vapor on Arc Blast

2016· article· en· W4250941171 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueIEEE Transactions on Industry Applications · 2016
Typearticle
Languageen
FieldEngineering
TopicElectrical Fault Detection and Protection
Canadian institutionsKinectrics (Canada)
Fundersnot available
KeywordsArc (geometry)SwitchgearArc flashVaporizationElectric arcNuclear engineeringMechanicsMechanical engineeringEngineeringElectrodeElectrical engineeringChemistryThermodynamicsPhysics

Abstract

fetched live from OpenAlex

The effects of arc flash or arc blasts have received much attention in the electrical safety industry. Although many papers to date have focused on noise (auditory damage) and prediction of pressure, no consensus standard or unified method exists to predict the pressure or thermoacoustic blast created by an arc. There is strong belief in the industry that metal vaporization is a major contributor to the damaging effects and hazards of an arc blast. Our work was to determine if the effects of metal vaporization are the factor in the pressure and thermal hazards resulting from an arc blast. First, the relevant literature reviewed was to compare existing methods for practical measurements of arc blast pressure. Published methods were evaluated to determine if these may be suitable for prediction of pressure in enclosed equipment. To date, few papers provide practical equations that have the necessary parameters to accurately predict pressure that can be used to evaluate the switchgear failure or the effect on workers. The Crawford-Clark-Doughty paper appears to be the most promising. Second, we performed two types of controlled laboratory experiments to evaluate the effects of metal vapor expansion during an arc blast. This is commonly thought to be a significant factor in the pressure generated from an arc blast. The first experiment measured the displacement of an ejected door from which the acceleration and maximum velocity were calculated. The second experiment measured the pressure generated from an arc blast inside a closed box. The second experiment also served as a comparison to existing models. These experiments were done using two electrode materials.

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.

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: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.987
Threshold uncertainty score0.563

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.015
GPT teacher head0.263
Teacher spread0.247 · 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