Enrique López Droguett

Deep Learning Enabled Fault Diagnosis Using Time-Frequency Image Analysis of Rolling Element Bearings

David Verstraete, Andrés Ferrada, Enrique López Droguett et al. · Shock and Vibration · 2017 · 408 citations · Full text

Fault Diagnosis, Condition Monitoring, Deep Neural Networks +14

Failure and reliability prediction by support vector machines regression of time series data

Márcio das Chagas Moura, Enrico Zio, Isis Didier Lins et al. · Reliability Engineering & System Safety · 2011 · 256 citations

Reliability, Support Vector Machine, Reliability Engineering +10

Towards trustworthy machine fault diagnosis: A probabilistic Bayesian deep learning framework

Taotao Zhou, Te Han, Enrique López Droguett · Reliability Engineering & System Safety · 2022 · 220 citations

Artificial Intelligence, Fault Diagnosis, Engineering +8

Convolutional neural networks for automated damage recognition and damage type identification

Ceena Modarres, Nicolás Astorga, Enrique López Droguett et al. · Structural Control and Health Monitoring · 2018 · 172 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Prediction of sea surface temperature in the tropical Atlantic by support vector machines

Isis Didier Lins, Moacyr Araújo, Márcio das Chagas Moura et al. · Computational Statistics & Data Analysis · 2012 · 141 citations

Climatology, Meteorology, Numerical Weather Prediction +13