Frequency informed convolutional autoencoder for in situ anomaly detection in wire arc additive manufacturing

G Mattera, M Vozza, J Polden, L Nele, Z Pan - Journal of Intelligent …, 2024 - Springer
In the context of Industry 4.0, the importance of anomaly detection is growing, particularly in
Additive Manufacturing, as it allows for the detection and localization of defects, thereby …

Integration of Artificial Intelligence and Blockchain in Robotic Wire Arc Additive Manufacturing: A Comprehensive Review and Patent Landscape Analysis

A Balasubramanian - 2024 - papers.ssrn.com
Wire arc additive manufacturing (WAAM) is a cutting-edge technique recognized for its
precision and efficiency in producing complex metal parts, making it particularly suited for …

A deep learning-based model for defect reorganisation in welding/wire arc additive manufacturing

JB Nadiu, V Sushma, JP CT, M Dhanush… - Welding …, 2024 - Taylor & Francis
Abstract Welding and Wire Arc Additive Manufacturing (WAAM) are crucial processes in
various industries, but defects can significantly impact the quality and integrity of the final …