Dynamic performance enhancement of vehicles with controlled momentum wheel system
Why this work is in the frame
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Bibliographic record
Abstract
Active yaw moment control is one the method in order to control the vehicle stability and improve its handling. In this method, a corrective yaw moment would be applied to the vehicle which can modify the dynamic behavior of the vehicle. This corrective yaw moment could be generated directly or indirectly and it would be a function of friction between tire and road. Therefore in low friction conditions, like icy roads, the ordinary yaw moment control system couldn't produce sufficient corrective yaw moment. In this paper a new approach which is inspired from aerospace technology is introduced to control the vehicle handling and stability. This innovative method uses a momentum wheel to produce corrective yaw moment which is independent from tire road interaction. The dynamic analysis of the model has been performed and computer simulation results for different road conditions are presented.
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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