Semi-supervised learning for real-time anomaly detection in pulsed transfer wire arc additive manufacturingGiulio Mattera, John Norrish, Joseph Polden et al.|Journal of Manufacturing Processes|2024Cited by 48
Monitoring the gas metal arc additive manufacturing process using unsupervised machine learningGiulio Mattera, John Norrish, Joseph Polden|Welding in the World|2024Cited by 43
Frequency informed convolutional autoencoder for in situ anomaly detection in wire arc additive manufacturingGiulio Mattera, Zengxi Pan, Mario Vozza et al.|Journal of Intelligent Manufacturing|2024Cited by 26
Monitoring Wire Arc Additive Manufacturing process of Inconel 718 thin-walled structure using wavelet decomposition and clustering analysis of welding signalGiulio Mattera, Luigi Nele, Joseph Polden|Journal of Advanced Manufacturing Science and Technology|2024Cited by 16
Utilising unsupervised machine learning and IoT for cost-effective anomaly detection in multi-layer wire arc additive manufacturingGiulio Mattera, Stephen van Duin, Emily W. Yap et al.|The International Journal of Advanced Manufacturing Technology|2024Cited by 16