Machine learning with domain knowledge for predictive quality monitoring in resistance spot welding
Digitalisation trends of Industry 4.0 and Internet of Things led to an unprecedented growth of
manufacturing data. This opens new horizons for data-driven methods, such as Machine …
manufacturing data. This opens new horizons for data-driven methods, such as Machine …
Machine learning for intelligent welding and manufacturing systems: research progress and perspective review
S Kumar, V Gaur, CS Wu - The International Journal of Advanced …, 2022 - Springer
In the modern era, welding systems have been made smart with the inclusion of
contemporary information technologies such as intelligent manufacturing and machine …
contemporary information technologies such as intelligent manufacturing and machine …
Voronoi-Based Continuous Nearest Neighbor Search in Mobile Navigation
Digital ecosystems are formed by “digital organisms” in complex, dynamic, and interrelated
ecosystems and utilize multiple technologies to provide cost-efficient digital services and …
ecosystems and utilize multiple technologies to provide cost-efficient digital services and …
A symbolic representation approach for the diagnosis of broken rotor bars in induction motors
One of the most common deficiencies of currently existing induction motor fault diagnosis
techniques is their lack of automatization. Many of them rely on the qualitative interpretation …
techniques is their lack of automatization. Many of them rely on the qualitative interpretation …
Study on effect of electrode force on resistance spot welding process
K Zhou, L Cai - Journal of applied physics, 2014 - pubs.aip.org
This paper deals with the effect of electrode force on resistance spot welding process. As
one of the most important parameters during the process, the electrode force can influence …
one of the most important parameters during the process, the electrode force can influence …
Tight butt joint weld detection based on optical flow and particle filtering of magneto-optical imaging
X Gao, L Mo, D You, Z Li - Mechanical Systems and Signal Processing, 2017 - Elsevier
It is a challenge to detect the weld position during tight butt joint laser welding in that the tight
butt joint is non-grooved and invisible. This paper proposes a novel method for tight butt joint …
butt joint is non-grooved and invisible. This paper proposes a novel method for tight butt joint …
Machine learning methods for product quality monitoring in electric resistance welding
B Zhou - 2021 - publikationen.bibliothek.kit.edu
Abstract Electric Resistance Welding (ERW) is a group of fully automated manufacturing
processes that join metal materials through heat, which is generated due to electric current …
processes that join metal materials through heat, which is generated due to electric current …
Principal component imagery for the quality monitoring of dynamic laser welding processes
M Jager, FA Hamprecht - IEEE Transactions on Industrial …, 2008 - ieeexplore.ieee.org
A popular technique to monitor laser welding processes is to record laser-induced plasma
radiation with a highspeed camera. The recorded sequences are analyzed using pattern …
radiation with a highspeed camera. The recorded sequences are analyzed using pattern …
A nonlinear current control method for resistance spot welding
K Zhou, L Cai - IEEE/ASME Transactions on Mechatronics, 2013 - ieeexplore.ieee.org
Resistance spot welding (RSW) is one of the most commonly used methods in the
manufacturing process for joining sheet metal together. This paper deals with the constant …
manufacturing process for joining sheet metal together. This paper deals with the constant …
Sputter tracking for the automatic monitoring of industrial laser-welding processes
M Jager, S Humbert… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
The importance of laser welding in industry increases. Many welds have high-quality
demands, and one possibility to satisfy the quality requirements is to monitor the welding …
demands, and one possibility to satisfy the quality requirements is to monitor the welding …