Mia Loccufier

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

Deep Learning for Infrared Thermal Image Based Machine Health Monitoring

Olivier Janssens, Rik Van de Walle, Mia Loccufier et al. · IEEE/ASME Transactions on Mechatronics · 2017 · 202 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Thermal image based fault diagnosis for rotating machinery

Olivier Janssens, Raiko Schulz, Viktor Slavkovikj et al. · Infrared Physics & Technology · 2015 · 138 citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +11

Crack identification method in beam-like structures using changes in experimentally measured frequencies and Particle Swarm Optimization

Samir Khatir, Kevin Dekemele, Mia Loccufier et al. · Comptes Rendus Mécanique · 2018 · 135 citations

Thermal Imaging and Vibration-Based Multisensor Fault Detection for Rotating Machinery

Olivier Janssens, Mia Loccufier, Sofie Van Hoecke · IEEE Transactions on Industrial Informatics · 2019 · 104 citations · Full text

Fault Diagnosis, Engineering, Vibration Measurement +22