Harvesting energy from data lines for avionics applications: Power conversion chain architecture
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Avionics industry is exploring new techniques to reduce cabling mass in modern aircrafts, leading to lighter and more fuel-efficient aircrafts. New trends are emerging towards the use of self-powered avionics sensors, which are simple to install, requires less maintenance and minimum wiring. A power harvesting circuit interface that uses avionics data lines for power harvesting was previously proposed. This interface can be coupled to an avionics sensor, making it self-powered without disturbing the ARINC 825 field bus. This paper presents a power conversion chain (PCC) module architecture and its circuit implementation required for the energy-harvesting interface. The proposed PCC design features a fast response time (5 msec settling time) and 60% power conversion efficiency. The PCC can be coupled to a compact power storage system consisting of super-capacitors. A 0.18 μm CMOS technology is used for circuit design, and simulations are carried out using Cadence.
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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