Surface-Roughness Prediction Based on Small-Batch Workpieces for Smart Manufacturing: An Aerospace Robotic Grinding Case Study
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DOI: 10.3390/app15031349
Abstract: Small-batch workpieces in smart manufacturing demand process parameter modeling, but existing models lack analysis across varying sample sizes and runtime conditions. This study proposes a novel surface-roughness prediction method, Response Surface Methodology-BP Neural Network (RSM-BPNN),… read more here.
Keywords: surface roughness; small batch; batch workpieces; surface ... See more keywords