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Machine Learning for Camera-Based Monitoring of Laser Welding Processes by Julia Hartung ISBN 9783731513339, 3731513331 instant download

  • SKU: EBN-237300864
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Instant download (eBook) Machine Learning for Camera-Based Monitoring of Laser Welding Processes after payment.
Authors:Julia Hartung
Pages:258 pages
Year:2023
Publisher:KIT Scientific Publishing
Language:english
File Size:49.38 MB
Format:pdf
ISBNS:9783731513339, 3731513331
Categories: Ebooks

Product desciption

Machine Learning for Camera-Based Monitoring of Laser Welding Processes by Julia Hartung ISBN 9783731513339, 3731513331 instant download

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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