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Field Experience of Sampling and Laboratory Analyses of C4-FN/CO<sub>2</sub> Insulating Gas Mixture

2024· article· en· W4408258350 on OpenAlexfundno aff
Prem Ranjan, R. Kurte, Niharika Baruah, Peter Gänsheimer, Paul Coffey, Ilya Strashnov, Mark Waldron

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldMathematics
TopicGas Dynamics and Kinetic Theory
Canadian institutionsnot available
FundersStrategic Innovation FundUK Research and Innovation
KeywordsSampling (signal processing)Field (mathematics)Analytical Chemistry (journal)Materials scienceChemistryEnvironmental chemistryEngineeringElectrical engineeringMathematics

Abstract

fetched live from OpenAlex

Utilities have installed non-SF<inf xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">6</inf> gas blends in gas insulated switchgear (GIS) as a step towards Net Zero. The present work attempts to investigate the stability of fluoronitrile (C4-FN, CAS No. 42532-60-5) based insulating gas blend in power asset. Field experience of sampling procedure of 4% C4-FN / 96% CO<inf xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">2</inf> gas blend from gas zones in an operational 400 kV GIS substation is presented. Samples were analyzed using Gas Chromatography-Mass Spectrometry (GC-MS) and Fourier Transform - Infrared Spectroscopy (FT-IR) at three different labs. The results indicate minimal formation of decomposition by-products showing the gas blend is relatively stable within the operational range and during the period of its use in gas zones.

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: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.029
Threshold uncertainty score0.343

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 integrity0.0000.000
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 head0.044
GPT teacher head0.359
Teacher spread0.315 · 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

Citations0
Published2024
Admission routes1
Has abstractyes

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