Exploring Quantum Machine Learning and Feature Reduction Techniques for Wind Turbine Pitch Fault Detection
Correa-Jullian, Camila, Cofre-Martel, Sergio, San Martin, Gabriel, Lopez Droguett, Enrique, de Novaes Pires Leite, Gustavo, Costa, Alexandre
Published in Energies (Basel) (01.04.2022)
Published in Energies (Basel) (01.04.2022)
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Journal Article
Remaining Useful Life Estimation through Deep Learning Partial Differential Equation Models: A Framework for Degradation Dynamics Interpretation Using Latent Variables
Cofre-Martel, Sergio, Lopez Droguett, Enrique, Modarres, Mohammad
Published in Shock and vibration (2021)
Published in Shock and vibration (2021)
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Journal Article
Integration of deep learning and Bayesian networks for condition and operation risk monitoring of complex engineering systems
Moradi, Ramin, Cofre-Martel, Sergio, Lopez Droguett, Enrique, Modarres, Mohammad, Groth, Katrina M.
Published in Reliability engineering & system safety (01.06.2022)
Published in Reliability engineering & system safety (01.06.2022)
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Journal Article
Big Machinery Data Preprocessing Methodology for Data-Driven Models in Prognostics and Health Management
Cofre-Martel, Sergio, Enrique Lopez Droguett, Modarres, Mohammad
Published in arXiv.org (08.10.2021)
Published in arXiv.org (08.10.2021)
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Journal Article
Neural Network and Particle Filtering: A Hybrid Framework for Crack Propagation Prediction
Seyed Fouad Karimian, Moradi, Ramin, Cofre-Martel, Sergio, Groth, Katrina M, Modarres, Mohammad
Published in arXiv.org (27.04.2020)
Published in arXiv.org (27.04.2020)
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Journal Article