CONTEXT: An Industry 4.0 Dataset of Contextual Faults in a Smart Factory. - Lukas Kaupp; Heiko Webert; Kawa Nazemi; Bernhard Humm; Stephan Simons (ISM, 2020)

Autoencoder-Ensemble-Based Unsupervised Selection of Production-Relevant Variables for Context-Aware Fault Diagnosis. - Lukas Kaupp; Bernhard Humm; Kawa Nazemi; Stephan Simons (Sensors, 2022)

Fault Handling in Industry 4.0: Definition, Process and Applications. - Heiko Webert; Tamara Döß; Lukas Kaupp; Stephan Simons (Sensors, 2022)

A practical investigation of ML and Industry 4.0 for reactive fault detection in manufacturing systems. - Heiko Webert; Stephan Simons; Alan McGibney (ISM, 2024)