Key Technologies of Intelligentized Welding Manufacturing
Produktnummer:
1817d94d27bdf24a8d98fe3ad2b1fbf126
Autor: | Chen, Jian Chen, Zongyao Feng, Zhili |
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Themengebiete: | Adaptive Control Feature Extraction Intelligent Welding Lack of Fusion Detection Machine Learning Optical Sensing Predictive Model Robotic Welding Welding Penetration Monitoring Welding Quality Control |
Veröffentlichungsdatum: | 15.07.2020 |
EAN: | 9789811564901 |
Sprache: | Englisch |
Seitenzahl: | 95 |
Produktart: | Gebunden |
Verlag: | Springer Singapore |
Untertitel: | Visual Sensing of Weld Pool Dynamic Characters and Defect Prediction of GTAW Process |
Produktinformationen "Key Technologies of Intelligentized Welding Manufacturing"
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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