Efficiency Optimization of Wireless Power Transfer Systems having Multiple Receivers with Cross-Coupling by ResonantFrequency Adjustment of Receivers
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Bibliographic record
Abstract
This paper introduces a technique to optimize the efficiency of wireless power transfer (WPT) systems having one transmitter and two receivers having cross-coupling (crosstalk) among the receivers. It is shown that the presence of crosstalk may or may not be beneficial to system efficiency. The emphasis is on the improvement of efficiency in the presence of crosstalk rather than its elimination, which has not been done in previous works. To enable that, a switched capacitor circuit (SCC) is proposed that varies the resonant frequency of the receivers (by varying the net receiver capacitance) in the presence of crosstalk. This improves the total system efficiency in the presence of variable coupling and load conditions, using a perturb-and-observe algorithm.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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