A Novel Hybrid Series Active Filter for Power Quality Compensation
Why this work is in the frame
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Bibliographic record
Abstract
This paper presents a new hybrid series active filter (HSAF) for compensating voltage/current harmonic, type of loads, reactive power and damping of resonant. It is a combined system of shunt passive filter (SPF) and a series active filter (SAF). The integration of passive and active power filters is very important for reducing power rating of the active part. The novel SPF uses minimum component count. The principle of the SPF is to provide a high impedance at the fundamental frequency and a very low-impedance higher harmonics generated by the load, thus compensating effectively all harmonics and reactive power to improve power factor. The SAF presents high impedance during harmonics compensation what forces the harmonics to flow through the SPF and compensates the voltage harmonic and the reactive power. the control of the SAF is based on Synchronous Reference Frame (SFR) method. The simulation results are discussed, and the performance of the topology is therefore evaluated.
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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