ENGLISH

Key Technologies of Intelligentized Welding Manufacturing: Visual Sensing of Weld Pool Dynamic Characters and Defect Prediction of GTAW Process

By Jian Chen , Zhili Feng , Zongyao Chen

Book information

Publisher
Springer Singapore;Springer
Year
2021
ISBN
9789811564901, 9789811564918
DOI
10.1007/978-981-15-6491-8
Language
english
Format
PDF
Filesize
5 MB (5403435 bytes)
Edition
1st ed.
Pages
XIII, 95\103
Time added
2021-01-06 05:41:07
Engineering; Robotics and Automation; Control

Description

This book describes the application of vision-sensing technologies in welding processes, one of the key technologies in intelligent welding manufacturing. Gas tungsten arc welding (GTAW) is one of the main welding techniques and has a wide range of applications in the manufacturing industry. As such, the book also explores the application of AI technologies, such as vision sensing and machine learning, in GTAW process sensing and feature extraction and monitoring, and presents the state-of-the-art in computer vision, image processing and machine learning to detect welding defects using non-destructive methods in order to improve welding productivity. Featuring the latest research from ORNL (Oak Ridge National Laboratory) using digital image correlation technology, this book will appeal to researchers, scientists and engineers in the field of advanced manufacturing.

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