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案例實績
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Lifting lugs play a crucial role in ensuring stability and safety during hoisting operations. Advanced countries often set testing standards at several times the working load, and maintaining complete functional performance under such harsh loads is a significant challenge!
In this case, the client needed to meet strict product requirements and had to make numerous adjustments and selections among various dimensions (thickness, width, and spacing) and features (holes, grooves). Despite countless modifications and tests, they still could not find the answer or direction, and thus commissioned Richin to conduct optimal design for the lifting lug.
Focusing on the two major challenges of this case:
How to quantify the influence of various parameters on product performance
To ensure statistical reliability, dozens of parameter combinations must be tested
Richin integrated Altair’s HyperStudy and SimLab modules to execute an “automated factor analysis” workflow. Key points are as follows:
1. Automated geometry modification and automated finite element modeling
We use the SimLab module to link with CAD software to “automatically generate new geometry,” and apply Macros to automate modeling and submit solver runs.
2. Automated extraction of analysis results, interpretation, and statistics
With HyperStudy the module can automatically organize all computation results, then perform “interpretation and statistical analysis.” We also incorporated additional factory rules and logical checks during interpretation to make the statistical results better align with the client’s needs.
The final product design meets structural strength requirements
Quickly identified the optimal design solution, reducing R&D timeline by 80%
Overall testing cost reduced by 90%
1. Quantified main effects of parameters
Quantified the influence of each design parameter on product performance and eliminated those with negative impact
2. Clarified parameter interactions
Clarified mutual influences between parameters to eliminate those that cause instability or negative effects toward other parameters
3. Intuitive statistical charts
Since HyperStudy provides highly intuitive statistical charts, communication with the client and internal high-level discussions become more convenient and effective
4. Follow-up optimization analysis
Optimization analysis can directly apply the automated workflow used in factor analysis, while parameter filtering significantly boosts optimization efficiency
Richin Technology is a “CAE and AI data analysis expert,” and we have completed numerous successful case projects.
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