State of the art in defect detection based on machine vision
Z Ren, F Fang, N Yan, Y Wu - International Journal of Precision …, 2022 - Springer
Abstract Machine vision significantly improves the efficiency, quality, and reliability of defect
detection. In visual inspection, excellent optical illumination platforms and suitable image …
detection. In visual inspection, excellent optical illumination platforms and suitable image …
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 …
Machine vision based condition monitoring and fault diagnosis of machine tools using information from machined surface texture: A review
Abstract Machine vision based condition monitoring and fault diagnosis of machine tools
(MVCMFD-MTs) is a vital technique of condition-based maintenance (CBM) in both metal …
(MVCMFD-MTs) is a vital technique of condition-based maintenance (CBM) in both metal …
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 …
Advanced welding manufacturing: a brief analysis and review of challenges and solutions
Welding is a major manufacturing process that joins two or more pieces of materials together
through heating/mixing them followed by cooling/solidification. The goal of welding …
through heating/mixing them followed by cooling/solidification. The goal of welding …
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 …
A convolutional approach to quality monitoring for laser manufacturing
C Gonzalez-Val, A Pallas, V Panadeiro… - Journal of Intelligent …, 2020 - Springer
The extraction of meaningful features from the monitoring of laser processes is the
foundation of new non-destructive quality inspection methods for the manufactured pieces …
foundation of new non-destructive quality inspection methods for the manufactured pieces …
Cross-attention-based multi-sensing signals fusion for penetration state monitoring during laser welding of aluminum alloy
A precision multi-sensor monitoring strategy is required to meet the challenges posed by
increasingly complex products and manufacturing processes during laser welding. In this …
increasingly complex products and manufacturing processes during laser welding. In this …
Smart manufacturing real-time analysis based on blockchain and machine learning approaches
Z Shahbazi, YC Byun - Applied Sciences, 2021 - mdpi.com
The growth of data production in the manufacturing industry causes the monitoring system to
become an essential concept for decision-making and management. The recent powerful …
become an essential concept for decision-making and management. The recent powerful …
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 …