CiSMA Apps

AI-powered forming quality prediction tools for sheet metal stamping at Volvo Cars.

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Applications

🔒 LIVE
Forming Quality App
Volvo Cars Olofstrom Plant

ANN-based forming quality prediction for sheet metal stamping. Predicts MaxFailure Index and MaxSpringback from material properties. Includes SHAP explanations and cushion force optimization.

ANN (MLP 4-8-4-2) R2 0.997 DP800/835
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🔒 DEMO
App Demo Video
Forming Quality App Walkthrough

Video demonstration of the AI-powered forming quality prediction system. Shows material input, ANN prediction, SHAP explanations, and cushion force optimization in action.

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🔒 INTERACTIVE
How it Works
Interactive CiSMA Walkthrough

Narrated interactive walkthrough of the CiSMA data-driven quality workflow. Covers material testing, ANN prediction, SHAP analysis, and cushion force optimization with animated visuals.

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ML Model Library

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