A new representation of the unintentional islanding test resonant function
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Bibliographic record
Abstract
A new method for the unintentional islanding test of grid-connected inverters is proposed. The current testing standard uses discrete RLC elements to simulate the test island. Even though the RLC simulated test island is useful for its reproducibility, relative scalability and setup time, as inverter power ratings increase so does the size, cost and setup time of the RLC simulated island. The proposed four quadrant current controlled current source can represent the function of the resonant part of the test island. It as well provide compensation for dynamic changes during the test and producing near worst case conditions for islanding. In this paper, proposed improvements to the unintentional islanding test are presented through replacing the resonant LC elements with an island stabilizing element (ISE).
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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) | 0.000 | 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) | 0.000 | 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