crossrefApplied Sciences2025-04-05Cited by 6
An EWS-LSTM-Based Deep Learning Early Warning System for Industrial Machine Fault Prediction
Fabio Cassano, Anna Maria Crespino, Mariangela Lazoi, Giorgia Specchia, Alessandra Spennato
Early warning systems (EWSs) are crucial for optimising predictive maintenance strategies, especially in the industrial sector, where machine failures often cause significant downtime and economic losses. This research details the creation and evaluation of an EWS that incorporat…