Optimal tracking secondary voltage control for the DFIG wind turbines
Why this work is in the frame
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Bibliographic record
Abstract
This paper presents the development of the optimal tracking secondary voltage control based on determining of the regulation margin at all grid buses and using the intelligent selection based on the voltage violation condition of the proposed system. This OTSVC is more efficient to provide voltage regulation and achieve other benefits for voltage stability margin of the power system. The OTSVC can also employing with FACTS devices such as STATCOM for better voltage regulation and reactive power compensation. This paper considers an OTSVC for a doubly fed induction generator based wind park. The system is developed and simulated for six wind generators connected to a typical transmission system. The performance of the OTSVC is compared with the primary voltage control and secondary voltage control under the steady state and load excursion in a weak power system
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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 | 0.001 |
| 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