Application of sensing techniques and artificial intelligence-based methods to laser welding real-time monitoring: A critical review of recent literature

W Cai, JZ Wang, P Jiang, LC Cao, GY Mi… - Journal of Manufacturing …, 2020 - Elsevier
Laser welding has been widely utilized in various industries. Effective real-time monitoring
technologies are critical for improving welding efficiency and guaranteeing the quality of …

Multi-sensor measurement and data fusion technology for manufacturing process monitoring: a literature review

L Kong, X Peng, Y Chen, P Wang… - International journal of …, 2020 - iopscience.iop.org
Due to the rapid development of precision manufacturing technology, much research has
been conducted in the field of multisensor measurement and data fusion technology with a …

Laser joining technology of polymer-metal hybrid structures-a review

Y Huang, X Gao, Y Zhang, B Ma - Journal of Manufacturing Processes, 2022 - Elsevier
Polymer-metal hybrid structures have excellent comprehensive properties and have been
widely used in aerospace, automotive industry, biomedicine, and other fields. There exists a …

Real-time monitoring of high-power disk laser welding statuses based on deep learning framework

Y Zhang, D You, X Gao, C Wang, Y Li… - Journal of Intelligent …, 2020 - Springer
The laser welding quality is determined by its welding statuses, and online welding statuses
are depicted by the real-time signals captured from the welding process. A multiple-sensor …

Research progress on characterization and regulation of forming quality in laser joining of metal and polymer, and development trends of lightweight automotive …

Z Zhou, X Gao, Y Zhang - Metals, 2022 - mdpi.com
Metal–polymer hybrid structures have been widely used in research into their lightweight
automotive applications, because of their excellent comprehensive properties. As an …

Effects of arc types on the laser-arc synergic effects of hybrid welding

Y Meng, M Gao, X Zeng - Optics express, 2018 - opg.optica.org
A dimensionless parameter of melting energy increment (ψ) was employed to quantify the
synergic effect in laser-arc hybrid welding. The greater of the ψ, the stronger of the synergic …

In-situ optical monitoring and analysis of weld pool based on machine vision for wire and arc additive manufacturing

K Dong, Q Wu, X Qin, Z Hu, L Hua - The International Journal of Advanced …, 2024 - Springer
In the additive manufacturing process, the geometric characteristics of the weld pool directly
reflect the shape accuracy of the weld bead. Therefore, it is particularly important to extract …

Process stability analysis and weld formation evaluation during disk laser–mag hybrid welding

X Gao, L Wang, Z Chen, Y Zhang, D You - Optics and Lasers in …, 2020 - Elsevier
For monitoring process stability and evaluating weld formation in laser–metal active gas arc
welding (MAG) hybrid welding, this work proposes a new method that combines …

Detection of weld imperfection in high-power disk laser welding based on association analysis of multi-sensing features

X Gao, Z Li, L Wang, X Zhou, D You, PP Gao - Optics & Laser Technology, 2019 - Elsevier
Various welding features during high-power disk laser welding are extracted from the sensor
optical signals. The association rules between the features and welding state parameters …

[HTML][HTML] Material ejection attempts during laser keyhole welding

SM Robertson, AFH Kaplan, J Frostevarg - Journal of Manufacturing …, 2021 - Elsevier
Material loss during keyhole mode laser welding often leads to surface imperfections that
can negatively impact component performance. High-speed imaging identified four types of …