Intelligent welding system technologies: State-of-the-art review and perspectives
Welding systems are being transformed by the advent of modern information technologies
such as the internet of things, big data, artificial intelligence, cloud computing, and intelligent …
such as the internet of things, big data, artificial intelligence, cloud computing, and intelligent …
Progress, challenges and trends on vision sensing technologies in automatic/intelligent robotic welding: State-of-the-art review
Q Guo, Z Yang, J Xu, Y Jiang, W Wang, Z Liu… - Robotics and Computer …, 2024 - Elsevier
Welding is a method of realizing material connections, and the development of modern
sensing technology is pushing this traditional process towards automation and intelligence …
sensing technology is pushing this traditional process towards automation and intelligence …
Deep learning-empowered digital twin for visualized weld joint growth monitoring and penetration control
This paper presents an innovative digital twin to monitor and control complex manufacturing
processes by integrating deep learning which offers strong feature extraction and analysis …
processes by integrating deep learning which offers strong feature extraction and analysis …
Deep learning based real-time and in-situ monitoring of weld penetration: Where we are and what are needed revolutionary solutions?
Abstract Welding Procedure Designed assures the desired weld penetration be produced
under nominal welding conditions. When conditions deviate from the nominal, penetration …
under nominal welding conditions. When conditions deviate from the nominal, penetration …
Research and prospect of welding monitoring technology based on machine vision
Welding monitoring technology based on machine vision has been widely researched in
academic and industry, especially in the background of Industry 4.0, in that it can contribute …
academic and industry, especially in the background of Industry 4.0, in that it can contribute …
[HTML][HTML] Burn-through prediction and weld depth estimation by deep learning model monitoring the molten pool in gas metal arc welding with gap fluctuation
K Nomura, K Fukushima, T Matsumura… - Journal of Manufacturing …, 2021 - Elsevier
In a single bevel GMAW (gas metal arc welding) with gap fluctuation, a deep learning model
was constructed using the monitoring image during the welding to predict the welding …
was constructed using the monitoring image during the welding to predict the welding …
DeepWelding: A deep learning enhanced approach to GTAW using multisource sensing images
Deep learning has great potential to reshape manufacturing industries. In this article, we
present DeepWelding, a novel framework that applies deep learning techniques to improve …
present DeepWelding, a novel framework that applies deep learning techniques to improve …
Recognition of penetration states based on arc sound of interest using VGG-SE network during pulsed GTAW process
Real-time welding monitoring is of great importance for intelligent welding, and the
recognition of penetration states based on acoustic signal has been a hot topic. However …
recognition of penetration states based on acoustic signal has been a hot topic. However …
In-process prediction of weld penetration depth using machine learning-based molten pool extraction technique in tungsten arc welding
D Baek, HS Moon, SH Park - Journal of Intelligent Manufacturing, 2024 - Springer
Even though arc welding is widely utilized to join metallic parts with high reliability, the
prediction and control of welding quality is challenging owing to difficulties in the prediction …
prediction and control of welding quality is challenging owing to difficulties in the prediction …
Prediction of angular distortion due GMAW process of thin-sheets Hardox 450® steel by numerical model and artificial neural network
C Rubio-Ramirez, DF Giarollo, JE Mazzaferro… - Journal of Manufacturing …, 2021 - Elsevier
Angular distortions in high-strength steel, Hardox 450®, welded by gas metal arc welding
(GMAW) single-pass butt welding process were analyzed in this work on different sizes and …
(GMAW) single-pass butt welding process were analyzed in this work on different sizes and …