Deep learning-based welding image recognition: A comprehensive review
The reliability and accuracy of welding image recognition (WIR) is critical, which can largely
improve domain experts' insight of the welding system. To ensure its performance, deep …
improve domain experts' insight of the welding system. To ensure its performance, deep …
Review on the solid-state welding of steels: diffusion bonding and friction stir welding processes
Solid-state welding (SSW) is a relatively new technique, and ongoing research is being
performed to fulfill new design demands, deal with contemporary material advancements …
performed to fulfill new design demands, deal with contemporary material advancements …
Measurement of pulsed laser welding penetration based on keyhole dynamics and deep learning approach
The keyhole instability is a key concern in laser deep-penetration welding of high reflectivity
materials, potentially impacting the penetration status and weld quality. Monitoring and …
materials, potentially impacting the penetration status and weld quality. Monitoring and …
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 …
An attention-based bilinear feature extraction mechanism for fine-grained laser welding molten pool/keyhole defect recognition
Vision-based molten pool/keyhole (MPK) defect recognition is essential for online
monitoring of laser welding quality. However, the visual differences corresponding to …
monitoring of laser welding quality. However, the visual differences corresponding to …
Improved convolutional neural network for laser welding defect prediction
In order to predict the laser welding defects, a convolutional neural network prediction model
is established. The keyhole image and plume image collected by a high-speed camera are …
is established. The keyhole image and plume image collected by a high-speed camera are …
[HTML][HTML] Advancements in control systems and integration of artificial intelligence in welding robots: A review
JT Kahnamouei, M Moallem - Ocean Engineering, 2024 - Elsevier
Welding automation has witnessed significant advancements with the integration of control
systems and artificial intelligence (AI) in welding robots. This review paper explores the …
systems and artificial intelligence (AI) in welding robots. This review paper explores the …
Machine learning-based in-process monitoring for laser deep penetration welding: A survey
In-process monitoring (IPM) of laser deep penetration welding (LDPW) has witnessed a
rapid growth in approaches that embrace machine learning algorithms, utilizing raw sensor …
rapid growth in approaches that embrace machine learning algorithms, utilizing raw sensor …
Progress and perspectives of joints defects of laser-arc hybrid welding: A review
Laser-arc hybrid welding (LAHW), being a high-efficiency with excellent properties of high
welding speed, deep penetration, and good bridging performance, has been paid close …
welding speed, deep penetration, and good bridging performance, has been paid close …
Prediction of electron beam weld quality from weld bead surface using clustering and support vector regression
Destructive manual experiments are primarily used for quality assessment of electron beam
welded components, which consume the resources and time significantly. Vision-based and …
welded components, which consume the resources and time significantly. Vision-based and …