Bibliographic record
Abstract
Due to the effective attenuation on switching-frequency harmonics with a smaller size of passive components, the high-order filters using LC trap branch are recently emerging into grid-tied voltage-source inverter (VSI) systems. Based on the idea of LC trap branch, a new-type CL-LC line-side filter is proposed for high-power PWM current-source drive systems in this paper. Compared with the conventional line-side CL filter in the PWM current-source drives, the adoption of the proposed CL-LC filter not only saves the total size of line-side capacitor so that minimizes the reactive power flow through the line impedance, but also further attenuates the low-order dominant harmonics produced by high-power PWM current-source rectifier (CSR). As a result, the input power factor of the drive system is effectively improved. Simulation and experimental results are provided to verify the effectiveness of the proposed filter.
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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".