Induction motor emulation including main and leakage flux saturation effects
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
A three-phase induction motor emulator based on a six-switch power converter is demonstrated. The conventional model of the induction machine with constant parameters does not represent accurately the performance of this machine with severe transients such as direct online startup and loading conditions. Hence, magnetic saturation effects should be considered. Experimental procedures to determine the machine's leakage and main flux saturation characteristics are achieved. The predicted results using the modified model considering and ignoring the flux saturation effects are compared with experimental results. The model which considers the magnetic saturation effect in both flux paths results in more accurate transient responses. Besides, a proportional-resonant current controller in the abc-natural frame is designed and implemented. The dynamic response of the induction motor emulator during direct online startup and loading transients show the effectiveness of using the developed emulator to resemble closely a real induction motor.
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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 | 0.001 |
| 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