Distribution system performance enhancement using power filter/compensator device
Bibliographic record
Abstract
In this paper, a novel low-cost power filter/compensator device is developed and validated for voltage stabilization, power factor correction and harmonic distortions mitigation. The operation of the power filter/compensator device is based on the intermittent switching between a double tuned filter and a series compensator. The switching process is achieved by a pulse signal generated from pulse-width modulation switching. The PID controller which is used to modulate the pulse-width modulation is driven by an error signal generated from a dual loop traditional controller. The Matlab/Simulink software environment is used as a simulation tool. The results show that the power filter/compensator device enhances the power factor and improves the voltage profile at the system buses. Also the power filter/compensator device has a great effect on the mitigation of harmonic distortions of the voltage at the system buses that is downstream it while the enhancement of the harmonic distortions is in the current waveforms at the system buses upstream it.
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How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".