Dynamics of a Three_Wheel Vehicle with Tadpole Design
Why this work is in the frame
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Bibliographic record
Abstract
This study investigates the effect of applying camber angle on the handling, lateral stability, and ride comfort of a three-wheeled vehicle, which has two wheels in the front and one in the back, known as a tadpole design. Since the three-wheeled vehicle in this study is a light and narrow vehicle, controlling the stability of this vehicle, particularly during turning, cornering, and harsh maneuver is a very challenging task. To enhance the stability of this three-wheeled vehicle, an active camber system has been added to the vehicle suspension system. Effects of applying active camber angles on corresponding stability parameter, rollover acceleration threshold and skidding acceleration threshold, in different conditions are accordingly calculated (by simulating the movement of the vehicle in MATLAB/Simulink). Next, the handling of the vehicle was analyzed by studying the effect of camber angle in different vehicle speed on the yaw rate via deriving the corresponding transfer functions and plotting the bode diagrams. Furthermore, the ride comfort of the vehicle is analyzed and forces generated on each part of the suspension system are determined by modelling the vehicle movement using Multibody Dynamics Adams software.
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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