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Academy of Mathematics and Systems Science, CAS
Colloquia & Seminars

Speaker:

申立勇教授,中国科学院大学数学科学学院

Inviter: 陈冲
Title:
Real-time tool path planning using deep learning for subtractive manufacturing
Language: Chinese
Time & Venue:
2022.12.27 13:30-14:30 腾讯会议:603-190-115
Abstract:

Tool path planning is a crucial factor of computer-aided design and manufacturing (CAD/CAM). To generate suitable tool paths, the previous methods often transform the problem into local or global optimization methods to solve it, which leads to a long computational time. To achieve real-time planning, we try to propose an efficient neural network-based direct tool path generating method on B-spline surface. An intelligent neural network reparameterizes the workpiece surface based on the scallop height constraint.

 

 

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