A review on wire arc additive manufacturing: Monitoring, control and a framework of automated system
Wire arc additive manufacturing technology (WAAM) has become a very promising
alternative to high-value large metal components in many manufacturing industries. Due to …
alternative to high-value large metal components in many manufacturing industries. Due to …
In situ detection of welding defects: A review
AS Madhvacharyula, AVS Pavan, S Gorthi, S Chitral… - Welding in the …, 2022 - Springer
Weld defect detection is a crucial aspect for improving the productivity and quality of the
welding process. Several non-destructive methods exist for the identification of defects post …
welding process. Several non-destructive methods exist for the identification of defects post …
Deep CNN-based visual defect detection: Survey of current literature
SB Jha, RF Babiceanu - Computers in Industry, 2023 - Elsevier
In the past years, the computer vision domain has been profoundly changed by the advent of
deep learning algorithms and data science. The defect detection problem is of outmost …
deep learning algorithms and data science. The defect detection problem is of outmost …
A deep-learning-based approach for fast and robust steel surface defects classification
Automatic visual recognition of steel surface defects provides critical functionality to facilitate
quality control of steel strip production. In this paper, we present a compact yet effective …
quality control of steel strip production. In this paper, we present a compact yet effective …
Automated detection of welding defects in pipelines from radiographic images DWDI
N Boaretto, TM Centeno - Ndt & E International, 2017 - Elsevier
This paper presents a method for the automatic detection and classification of defects in
radiographic images of welded joints obtained by exposure technique of double wall double …
radiographic images of welded joints obtained by exposure technique of double wall double …
Multiclass defect detection and classification in weld radiographic images using geometric and texture features
I Valavanis, D Kosmopoulos - Expert Systems with Applications, 2010 - Elsevier
In this paper, a method for the detection and classification of defects in weld radiographs is
presented. The method has been applied for detecting and discriminating discontinuities in …
presented. The method has been applied for detecting and discriminating discontinuities in …
Automatic detection and classification of the ceramic tiles' surface defects
SH Hanzaei, A Afshar, F Barazandeh - Pattern recognition, 2017 - Elsevier
Defect detection and classification of ceramic tile surface defects occurred in firing units are
usually performed by human observations in most factories. In this paper, an automatic …
usually performed by human observations in most factories. In this paper, an automatic …
Deep features based on a DCNN model for classifying imbalanced weld flaw types
W Hou, Y Wei, Y Jin, C Zhu - Measurement, 2019 - Elsevier
Feature extraction and feature selection are vital steps to construct an intelligent diagnosis
system for classifying the weld flaws from an X-ray image. Deep learning has been …
system for classifying the weld flaws from an X-ray image. Deep learning has been …
A vision-based method for lap weld defects monitoring of galvanized steel sheets using convolutional neural network
G Ma, L Yu, H Yuan, W Xiao, Y He - Journal of Manufacturing Processes, 2021 - Elsevier
Zn vapour is easily generated on the surface by fusion welding galvanized steel sheet,
resulting in the formation of defects. The present study develops a novel method for …
resulting in the formation of defects. The present study develops a novel method for …
Use of machine learning algorithms for weld quality monitoring using acoustic signature
A Sumesh, K Rameshkumar, K Mohandas… - Procedia Computer …, 2015 - Elsevier
Welding is one of the major joining processes employed in fabrication industry, especially
one that manufactures boiler, pressure vessels, marine structure etc. Control of weld quality …
one that manufactures boiler, pressure vessels, marine structure etc. Control of weld quality …