Key Technologies of Intelligentized Welding Manufacturing Visual Sensing of Weld Pool Dynamic Characters and Defect Prediction of GTAW Process Zongyao Chen 9811564914 9789811564918

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Product details:

• ISBN 10: 9811564914
• ISBN 13: 9789811564918
• Author: Zongyao Chen

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.

Table of contents:

1. Introduction

2. Monitoring Weld Pool Surface with Active Vision Image

3. Visual Sensing of 3D Weld Pool Geometry with Passive Vision Image

4. Penetration Prediction with Machine Learning Models

5. Penetration Control of Bead on Plate Welding

6. Penetration Detection of Narrow U-Groove Welding

7. Lack of Fusion Detection Inside Narrow U-Groove

8. Conclusions and Recommendations

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