Machine Learning for Camera-Based Monitoring of Laser Welding Processes

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Machine Learning for Camera-Based Monitoring of Laser Welding Processes

Hartung, Julia - Nama Orang;

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.

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Judul Seri: Forschungsberichte aus der Industriellen Informationstechnik, 32
No. Panggil: -
Penerbit: : KIT Scientific Publishing., 2024
Deskripsi Fisik: ebook
Bahasa: English
ISBN/ISSN: 9783731513339
Klasifikasi: NONE
Tipe Isi: -
Tipe Media: -
Tipe Pembawa: -
Edisi: -
Subjek: Electrical engineering
Info Detail Spesifik: -
Pernyataan Tanggungjawab: -

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