Primary Multi-Frequency Constant-Current Compensation for One-to-Multiple Wireless Power Transfer
Why this work is in the frame
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Bibliographic record
Abstract
One-to-multiple wireless power transfer (O2M-WPT) is convenient and flexible, using a single transmitter to power multiple loads. However, existing O2M-WPT still exhibits several drawbacks: 1) the primary coil tends to burn out when there is a load open circuit or coils misalignment; 2) the compensation network cannot naturally realize constant-current (CC) or constant voltage (CV) output. In this brief, a primary multi-frequency constant-current compensation (MFCC) network is proposed to solve these problems. With the MFCC, the primary side works as a current source at multiple operating frequencies, and the receivers can achieve CC or CV output, meeting the requirements of various loads. Experimental results verify the effectiveness of the proposed MFCC network for the O2M-WPT systems.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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