Machine Learning for Camera-Based Monitoring of Laser Welding Processes

The increasing use of automated laser welding processes causes high demands on process monitoring.

Machine Learning for Camera-Based Monitoring of Laser Welding Processes

Hartung, Julia

KIT Scientific Publishing

2024

Abstract

The 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.

Citation

Hartung, Julia . Machine Learning for Camera-Based Monitoring of Laser Welding Processes. KIT Scientific Publishing, 2024

Collection

Lĩnh vực Điện

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