Alexandre Mauricio

A deep learning method for bearing fault diagnosis based on Cyclic Spectral Coherence and Convolutional Neural Networks

Zhuyun Chen, Alexandre Mauricio, Weihua Li et al. · Mechanical Systems and Signal Processing · 2020 · 437 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +8

Improved Envelope Spectrum via Feature Optimisation-gram (IESFOgram): A novel tool for rolling element bearing diagnostics under non-stationary operating conditions

Alexandre Mauricio, Wade A. Smith, Robert B. Randall et al. · Mechanical Systems and Signal Processing · 2020 · 147 citations · Full text

Condition Monitoring, Engineering, Mechanical Engineering +6

Bearing diagnostics under strong electromagnetic interference based on Integrated Spectral Coherence

Alexandre Mauricio, Junyu Qi, Wade A. Smith et al. · Mechanical Systems and Signal Processing · 2020 · 86 citations · Full text

Engineering, Measurement, Integrated Spectral Coherence +10

Cyclostationary-based Multiband Envelope Spectra Extraction for bearing diagnostics: The Combined Improved Envelope Spectrum

Alexandre Mauricio, Konstantinos Gryllias · Mechanical Systems and Signal Processing · 2020 · 85 citations

Measurement, Spectroscopy, Spectral Analysis +6

Anomaly detection and multi-step estimation based remaining useful life prediction for rolling element bearings

Junyu Qi, Rui Zhu, Chenyu Liu et al. · Mechanical Systems and Signal Processing · 2023 · 60 citations

Condition Monitoring, Anomaly Detection, Engineering +9