Passive filter design for harmonic reactive power compensation in single-phase circuits supplying nonlinear loads
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Bibliographic record
Abstract
The proliferation of different types of nonlinear loads into a distribution system has the potential to increase the harmonic levels in the system. The effect of attenuation on reducing the net current harmonics is reported for different nonlinear loads. Calculation of nonlinear load susceptances at different harmonic frequencies is presented. The design procedure of a reactance one-port compensator capable of reducing the voltage and current harmonics produced by nonlinear loads supplied from a source having internal inductive impedance is offered. The reactance one-port compensator application to a secondary distribution system loaded with different load types is presented. The analysis uses the electromagnetic transient program (EMTP) to model different loads as well as the distribution system. Finally, physical experiments have been conducted to verify the results obtained by simulation.
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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 | 0.001 |
| 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