Wire and arc additive manufacturing of metal components: a review of recent research developments
J Liu, Y Xu, Y Ge, Z Hou, S Chen - The International Journal of Advanced …, 2020 - Springer
Wire arc additive manufacturing (WAAM) is an important metal 3D printing method, which
has many advantages, such as rapid deposition rate, low cost, and suitability for large …
has many advantages, such as rapid deposition rate, low cost, and suitability for large …
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 …
Weld image deep learning-based on-line defects detection using convolutional neural networks for Al alloy in robotic arc welding
Accurate on-line weld defects detection is still challenging for robotic welding manufacturing
due to the complexity of weld defects. This paper studied deep learning–based on-line …
due to the complexity of weld defects. This paper studied deep learning–based on-line …
Evaluation of soil liquefaction using AI technology incorporating a coupled ENN/t-SNE model
This paper presents a new evolutionary neural network (ENN) algorithm coupled with the
dimensionality reduction technique 't-distributed stochastic neighbour embedding'(t-SNE) …
dimensionality reduction technique 't-distributed stochastic neighbour embedding'(t-SNE) …
Progress and perspectives of in-situ optical monitoring in laser beam welding: Sensing, characterization and modeling
Laser beam welding manufacturing (LBW), being a promising joining technology with
superior capabilities of high-precision, good-flexibility and deep penetration, has attracted …
superior capabilities of high-precision, good-flexibility and deep penetration, has attracted …
Online monitoring and model-free adaptive control of weld penetration in VPPAW based on extreme learning machine
Monitoring and controlling of weld joint penetration are essential issues in variable polarity
plasma arc welding (VPPAW). In this paper, we develop a flexible visual sensor system to …
plasma arc welding (VPPAW). In this paper, we develop a flexible visual sensor system to …
Review on multi-information acquisition, defect prediction and quality control of aluminum alloy GTAW process
The gas tungsten arc welding (GTAW) is a classic traditional welding method for aluminum
alloys. However, the strong reflection of the welding area illuminated by arc light and the …
alloys. However, the strong reflection of the welding area illuminated by arc light and the …
Random forest-based real-time defect detection of Al alloy in robotic arc welding using optical spectrum
Aluminum alloy of arc welding is the main technology for the key components manufacturing
in aerospace, nuclear power, ship and so on. Real-time weld defects detection is still …
in aerospace, nuclear power, ship and so on. Real-time weld defects detection is still …
A novel surface temperature sensor and random forest-based welding quality prediction model
S Wang, Y Cui, Y Song, C Ding, W Ding… - Journal of Intelligent …, 2024 - Springer
Temperature variation directly affects the melting and solidification process of welding and
has a significant impact on weld quality and mechanical properties. Accurately acquiring …
has a significant impact on weld quality and mechanical properties. Accurately acquiring …
In situ monitoring and penetration prediction of plasma arc welding based on welder intelligence-enhanced deep random forest fusion
Online process monitoring and quality control has been a long-standing challenge for
variable polarity plasma arc welding (VPPAW) due to the inherent instability and fluctuation …
variable polarity plasma arc welding (VPPAW) due to the inherent instability and fluctuation …