Machine learning based condition monitoring for gear transmission systems using data generated by optimal multibody dynamics models

Deep learning and its applications to machine health monitoring

Rui Zhao, Ruqiang Yan, Zhenghua Chen et al. · Mechanical Systems and Signal Processing · 2018 · 2.4K citations

Engineering, Intelligent Diagnostics, Machine Learning +2

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

Compliant contact force models in multibody dynamics: Evolution of the Hertz contact theory

Margarida Machado, Pedro Moreira, Paulo Flores et al. · Mechanism and Machine Theory · 2012 · 659 citations · Full text

Nonlinear Elasticity, Engineering, Hertz Contact Theory +12

Intelligent condition monitoring of a gearbox using artificial neural network

Javad Rafiee, Farid Arvani, Abbas Harifi et al. · Mechanical Systems and Signal Processing · 2006 · 321 citations

Fault Diagnosis, Condition Monitoring, Engineering +10

Multisensor data fusion for gearbox fault diagnosis using 2-D convolutional neural network and motor current signature analysis

Moslem Azamfar, Jaskaran Singh, Iñaki Bravo-Imaz et al. · Mechanical Systems and Signal Processing · 2020 · 321 citations

Fault Diagnosis, Engineering, Machine Learning +12