Dry-Type Single-Phase Overhead Distribution Transformer
Bibliographic record
Abstract
This paper describes the concept and development of single-phase pole-mounted dry-type transformers for overhead distribution system, named CAREPOLE®. The rating is in the range of 10 to 100 kVA and primary voltage up to 36 kV. A tap panel with up to 5 different voltages is provided on the top of the HV bushing. The efficiency is compliant with the DOE/2016 regulation in a compact design, having the similar mounting structure as the liquid-immersed transformers. Electrical insulation is fully solid, using a cycloaliphatic resin which has a high capacity to withstand extreme outdoor environments and ensures that CAREPOLE® has a high capacity to withstand short-circuit events. The most important elements of the design of the transformer such as electrical field, casting gelation and temperature rise, were analyzed using finite and boundary element simulation tools.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".