Industrial Machines Health Prognosis using a Transformer-based Framework

David J Poland, Lemuel Puglisi, Daniele Ravi

This article introduces Transformer Quantile Regression Neural Networks (TQRNNs), a novel data-driven solution for real-time machine failure prediction in manufacturing contexts. O…