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Record W4382677751 · doi:10.1109/mias.2023.3283146

IEEE 1349-2021: Electric Machines in Hazardous Locations: Worldwide Applications

2023· article· en· W4382677751 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueIEEE Industry Applications Magazine · 2023
Typearticle
Languageen
FieldEngineering
TopicElectrical Fault Detection and Protection
Canadian institutionsGeneral Electric (Canada)
Fundersnot available
KeywordsFlammable liquidEngineeringEnclosureElectric machineRotor (electric)Electrical engineeringElectric motorHazardous wasteAutomotive engineeringMechanical engineeringWaste management

Abstract

fetched live from OpenAlex

IEEE Standard 1349-2021, <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">IEEE Guide for the Application of Electric Machines in Zone 2 and Class I, Division 2 Hazardous (Classified) Locations</i>, primarily focuses on techniques and tools to limit motor overtemperature and sparking that could ignite flammables. The emphasis is on the use of open or nonexplosionproof enclosed or nonflameproof enclosed machines including precautions against excessive surface temperatures and sparking of rotor bars and enclosure joints. To mitigate hot surface temperatures and sparking, this document provides guidance for selecting, operating, and maintaining electric machines where flammable gases and vapors may occasionally be present. The third edition has been updated for the 2020 National Electrical Code (<italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">NEC</i>), and guidance has been added for the 2021 Canadian Electrical Code (CE Code). The guide has been expanded to harmonize internationally and has been updated for IEEE Standard 841 for totally enclosed fan cooled (TEFC) motors and IEEE P303 for auxiliary devices. Some elements from the International Electrotechnical Commission (IEC) Increased Safety standard are included. This article provides an overview with highlights of key elements, discusses worldwide applications, includes new space heater tests and applications, and describes a new test method to determine the permanent magnet (PM) motor rotor temperature. Machine temperature test information has been summarized along with adjustable speed drive (ASD) test configurations. An overview and uniform resource locator link are provided for the inaugural IEEE 1349 Discharge Energy Calculator used to prevent incendive sparking due to common-mode voltage (CMV) for ASD applications.

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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.831
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.008
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.004

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 head0.262
Teacher spread0.248 · 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