Local corner smoothing based on deep learning for CNC machine tools

Local corner smoothing based on deep learning for CNC machine tools

Abstract Most of toolpaths for machining is composed of series of short linear segments (G01 command), which limits the feedrate and machining quality. To generate a smooth machining path, a new optimization strategy is proposed to optimize the toolpath at the curvature level. First, the three essen...

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Bibliographic Details
Main Authors: Bai Jiang, Rong Sun, Ze-long Li, Liang Xu, Huang Liao, Xiao-yan Teng, Bing Li
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Local corner smoothing
Intelligent optimization algorithm
Deep learning
Feedrate planning
Online Access:https://doi.org/10.1038/s41598-024-84577-9
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