Scheduling Predictive Maintenance with Production Tasks: A Steel Industry Case Study. - Nikolaos Nikolakis; Xanthi Bampoula; Kosmas Alexopoulos (I-ESA Workshops, 2020)

A Deep Learning Model for Predictive Maintenance in Cyber-Physical Production Systems Using LSTM Autoencoders. - Xanthi Bampoula; Georgios Siaterlis; Nikolaos Nikolakis; Kosmas Alexopoulos (Sensors, 2021)

Condition Monitoring and Predictive Maintenance of Assets in Manufacturing Using LSTM-Autoencoders and Transformer Encoders. - Xanthi Bampoula; Nikolaos Nikolakis; Kosmas Alexopoulos (Sensors, 2024)