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Record W2912706120 · doi:10.1109/ichve.2018.8642183

Experience with ISO-Paraffinic Insulating Oil for Power Transformers

2018· article· en· W2912706120 on OpenAlexaffabout
W. McDermid, Mike Partyka, T. Black

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldEngineering
TopicPower Transformer Diagnostics and Insulation
Canadian institutionsManitoba Hydro
Fundersnot available
KeywordsTransformer oilTransformerDissipation factorPetroleum engineeringService lifeEnvironmental scienceMaterials scienceDiesel fuelPulp and paper industryComposite materialWaste managementDielectricElectrical engineeringEngineeringVoltage

Abstract

fetched live from OpenAlex

For many years Manitoba Hydro had used naphthenic oil refined by solvent extraction and hydrogen treatment in its power transformers. The oil purchased in 1960 through 1979 contained no more than 0.08% oxidation inhibitor. By 1990 naphthenic oil was specified as having at least 0.15% and not more than 0.4% oxidation inhibitor. However, during the 1990s insulating oil meeting this description experienced premature ageing under conditions of service. This resulted in the need to reclaim using Fuller's Earth or replace with new the oil in a number of large generator step-up transformers after less than 10 years of service. The unsatisfactory experience caused us to evaluate more reliable sources of insulating oil. Since 1999 Manitoba Hydro has used a synthesized iso-paraffinic insulating oil in new generator step-up, HVDC converter, and transmission transformers. This choice was made as a result of the improved oxidation stability and heat transfer capabilities of this fluid. In addition, the selected iso-paraffinic oil has low kinematic viscosity at -40°C which is a vital requirement in our climate. As many of these transformers installed since 1999 have been in service for at least 10 years, this paper tracks the results of insulating oil quality tests on typical units based on measurements of colour, interfacial tension, acidity, and dissipation factor. Other diagnostic tests involving the oil have included dielectric strength, water content, dissolved gas-in-oil and furan-in-oil. Manitoba Hydro participated in thermal ageing tests sponsored by CEATI on a number of small transformers filled with two types of naphthenic oil as well as the iso-paraffinic oil. These tests confirmed the superior performance of the iso-paraffinic oil compared to that of a commonly used naphthenic oil.

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)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.042
Threshold uncertainty score0.083

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0050.002

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 head0.011
GPT teacher head0.232
Teacher spread0.221 · 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 designObservational
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

Citations1
Published2018
Admission routes2
Has abstractyes

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