Real-Time Hardware in the Loop Simulation of Aerospace Power Systems
Why this work is in the frame
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Bibliographic record
Abstract
(Abstract) This paper presents new results obtained with a real-time simulator for aerospace power systems capable of hardware in the loop simulation. This means that the model under test runs in real-time in the simulator and it can drive and receive signals from a real system through its analog and digital interfaces. The simulator uses low cost reconfigurable computing infrastructure (e.g. embedded processors and FPGAs) and it is capable of having simulation steps on the order of 0.4 microseconds, that is suitable to represent typical modern aerospace power systems. As an example, we realize the simulation of a sequential switching shunt series regulator (S4R) system using Matlab/Simulink and compare it to the results produced by the FPGA based simulator.
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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