Hybrid graph ML on B-rep CAD models augmented with rule-based manufacturing features improves effort estimation accuracy for sheet metal bending on both synthetic benchmarks and real industrial data.
Explainable artifi- cial intelligence for manufacturing cost estimation and machining feature visualization.Expert Systems with Applications, 183:115430
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CAD-feature enhanced machine learning for manufacturing effort estimation on sheet metal bending parts
Hybrid graph ML on B-rep CAD models augmented with rule-based manufacturing features improves effort estimation accuracy for sheet metal bending on both synthetic benchmarks and real industrial data.