Online sequential extreme learning machines for fault detection. - Yang Hu; Olga Fink; Thomas Palmé (ICPHM, 2016)

Fault detection based on signal reconstruction with Auto-Associative Extreme Learning Machines. - Yang Hu; Thomas Palmé; Olga Fink (Eng. Appl. Artif. Intell., 2017)

Feature Learning for Fault Detection in High-Dimensional Condition-Monitoring Signals. - Gabriel Michau; Yang Hu; Thomas Palmé; Olga Fink (CoRR, 2018)

Physics-Informed Machine Learning for Predictive Maintenance: Applied Use-Cases. - Lilach Goren Huber; Thomas Palmé; Manuel Arias Chao (SDS, 2023)