Study of Rogowski Coils for Measuring Pulse Currents of the High-Power Laser Source
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Bibliographic record
Abstract
Being an indispensable part of the high-power, high-voltage laser source, the PSM (power supply module) must be of high stability and reliability. For achieving such performance, it is necessary to measure the pulse currents of the PSM quickly with high accuracy. A novel instrumentation based on Rogowski coil current transducer (CT) is applied to measure the laser power source. For effectively inhibiting the integrating drift, a new type of integrator is applied in the instrument. The analyses of models, time-domain specifications, and frequency characteristics of the CT are presented. The optimal parameters of the CT, such as damping resistance, parameters of the integrator, and dimension of the coil, are also presented. Both the method to calibrate the degree of linearity of the CT and experimental results for measuring the PSM are presented.
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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