A fast algorithm for voltage unbalance compensation and regulation in faulted distribution systems
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Bibliographic record
Abstract
Among the factors affecting power quality in distribution systems are occurrence of faults. This paper discusses an approach to ensure a high quality power supply to critical loads under the most common faults, short circuits on adjacent feeders, resulting in temporary partial or total collapse of one or more phases. The approach is based on static series voltage compensators (single phase voltage source inverters), rated at only a fraction of the load. A voltage regulation algorithm is proposed to ensure fast response of the compensator in suppressing voltage sags and swells. It is demonstrated that good voltage regulation is achieved under the more severe faults. Compensation capability and voltage boost requirements are derived. Control and power circuit design procedures are presented. Static and dynamic performance characteristics are demonstrated on a 2 kVA experimental unit.
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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