Design and Analysis of Compound Die to Produce L-Shape Product with 3 Holes
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
This study focuses on the design and analysis of a compound die, essential in sheet metal processing.A product from the market, defined by specific dimensions, is selected for a detailed representation in SOLIDWORKS.The design of the die, guided by mathematical modeling, aims to optimize the thickness of each component, considering the impact of cutting forces.Executed in SOLIDWORKS, the design is then subjected to a comprehensive structural analysis using ANSYS Workbench.This phase evaluates stress levels, deformations, and safety factors.A critical element of this research is the comparison between AISI D2 and AISI O1 tool steels, assessing their effectiveness in die construction.Specifically, the analysis focuses on the Piercing Punch and Blanking Punch within the die, examining their performance under operational conditions.
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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