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 · 455 citations · Full text

Computing, Computer Science, Computer Vision +16

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 · 156 citations · Full text

Engineering, Mechanical Engineering, Feature Engineering +15

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

Alexandre Mauricio, Konstantinos Gryllias · Mechanical Systems and Signal Processing · 2020 · 93 citations

Architecture, Diagnostic Sciences, Spectroscopy +8

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 · 90 citations · Full text

Natural Sciences, Electrical Engineering, Spectroscopic Analysis +12

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 · 65 citations

Computing, Systems Engineering, Machine Learning +16