PriMa-X: A reference model for realizing prescriptive maintenance and assessing its maturity enhanced by machine learning

A Cyber-Physical Systems architecture for Industry 4.0-based manufacturing systems

Jay Lee, Behrad Bagheri, Hung-An Kao · Manufacturing Letters · 2014 · 4.6K citations

Industrial Design, Cyber Physical Systems, Engineering +10

A Maturity Model for Assessing Industry 4.0 Readiness and Maturity of Manufacturing Enterprises

Andreas Schumacher, Selim Erol, Wilfried Sihn · Procedia CIRP · 2016 · 1.6K citations · Full text

Cyber-physical systems in manufacturing

László Monostori, Botond Kádár, Thomas Bauernhansl et al. · CIRP Annals · 2016 · 1.6K citations · Full text

Industrial Design, Cyber Physical Systems, Technology +10

Convolutional Neural Network Based Fault Detection for Rotating Machinery

Olivier Janssens, Viktor Slavkovikj, Bram Vervisch et al. · Journal of Sound and Vibration · 2016 · 1.2K citations

Fault Diagnosis, Convolutional Neural Network, Reliability Engineering +8

Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

Osama Abdeljaber, Serkan Kıranyaz, Moncef Gabbouj et al. · Journal of Sound and Vibration · 2016 · 1.2K citations

Damage Mechanism, Convolutional Neural Network, Engineering +8