Machine Learning for Camera-Based Monitoring of Laser Welding Processes
Author: Hartung, Julia
Publisher: KIT Scientific Publishing
Published: 2024-03-08
Total Pages: 258
ISBN-13: 3731513331
DOWNLOAD EBOOKThe increasing use of automated laser welding processes causes high demands on process monitoring. This work demonstrates methods that use a camera mounted on the focussing optics to perform pre-, in-, and post-process monitoring of welding processes. The implementation uses machine learning methods. All algorithms consider the integration into industrial processes. These challenges include a small database, limited industrial manufacturing inference hardware, and user acceptance.