Evaluation of the Influence of Dimension Parameters on the Structural Strength of the Friction Clutch Diaphragm Spring
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
The diaphragm spring of the dry friction clutch is the main load-bearing part and has a large deformation when the clutch is operating.With a thin disc structure, the thickness of the diaphragm spring has a significant influence on its structural strength.In this study, a finite element model with basic structural parameters of diaphragm springs used on lightduty vehicles is established to analyze the stress, deformation and safety factor of the part under static load.In this model, the thickness of the diaphragm spring is parameterized based on the relationship with other dimensional parameters.From the calculation results, the thickness of the diaphragm spring of 2.0 mm is a reasonable choice, not only ensuring the structural strength but also reducing the production cost.These outcomes of this research offer valuable information regarding the design and durability assessment of clutch assembly parts.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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