Real-Time Tool-Path Planning Using Deep Learning for Subtractive Manufacturing

Tool-path planning is a crucial factor of computer-aided design (CAD) and computer-aided manufacturing (CAM). Previous path generation methods often transform the problem into local or global optimization methods to solve it, leading to a long computational time. With the development of modern indus...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	IEEE transactions on industrial informatics 2024-04, Vol.20 (4), p.5979-5988
Hauptverfasser:	Feng, Yi-fei, Ma, Hong-Yu, Shen, Li-Yong, Yuan, Chun-Ming, Jiang, Xin
Format:	Artikel
Sprache:	eng
Schlagworte:	B spline functions B-Spline CAD CAD/CAM CAM Computer aided design Computer aided manufacturing Computer numerical control Computing time Data structures Deep learning Design factors End milling Faces Global optimization Industrial development Machining Manufacturing milling process Neural networks Path planning Planning Real time reparameterization Splines (mathematics) Surface treatment tool-path planning
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!