Grid Impact of a 5.25 MW Wind Farm near St.Anthony, Newfoundland
Why this work is in the frame
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Bibliographic record
Abstract
St. Anthony is a town on the northern peninsula of Newfoundland. This region is connected to the Newfoundland island grid through a 248 km transmission line and has one of the best wind resources in Canada. In this paper, the wind speed data of the region as well as the sizing of a grid connected wind farm at Cape Norman near St. Anthony are presented. The dynamic model of the system, wind farm and the long transmission line are included in the paper. The dynamic model is simulated using Matlab/Simulink to determine system voltage and frequency variations. The study indicates that a 5.25 MW wind farm in this region will lead to a local voltage variation of about 7% and frequency variation of 0.7 Hz for a typical wind speed variation in that region. Such variations in a remote location like St. Anthony are considered acceptable.
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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) | 0.001 | 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) | 0.000 | 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 it