Application of empirical mode decomposition and artificial neural network for automatic bearing fault diagnosis based on vibration signals
Ben Ali, Jaouher, Fnaiech, Nader, Saidi, Lotfi, Chebel-Morello, Brigitte, Fnaiech, Farhat
Published in Applied acoustics (01.03.2015)
Published in Applied acoustics (01.03.2015)
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Journal Article
Improved intelligent methods for power transformer fault diagnosis based on tree ensemble learning and multiple feature vector analysis
Hechifa, Abdelmoumene, Lakehal, Abdelaziz, Nanfak, Arnaud, Saidi, Lotfi, Labiod, Chouaib, Kelaiaia, Ridha, Ghoneim, Sherif S. M.
Published in Electrical engineering (01.06.2024)
Published in Electrical engineering (01.06.2024)
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Journal Article
Aircraft engines Remaining Useful Life prediction with an adaptive denoising online sequential Extreme Learning Machine
Berghout, Tarek, Mouss, Leïla-Hayet, Kadri, Ouahab, Saïdi, Lotfi, Benbouzid, Mohamed
Published in Engineering applications of artificial intelligence (01.11.2020)
Published in Engineering applications of artificial intelligence (01.11.2020)
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Journal Article
Wind turbine high-speed shaft bearings health prognosis through a spectral Kurtosis-derived indices and SVR
Saidi, Lotfi, Ben Ali, Jaouher, Bechhoefer, Eric, Benbouzid, Mohamed
Published in Applied acoustics (01.05.2017)
Published in Applied acoustics (01.05.2017)
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Journal Article
Renewable Energy Systems Prognostics and Health Management: A Review of Recent Advances
Saidi, Lotfi, Benbouzid, Mohamed
Published in IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society (13.10.2021)
Published in IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society (13.10.2021)
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Conference Proceeding
Online automatic diagnosis of wind turbine bearings progressive degradations under real experimental conditions based on unsupervised machine learning
Ben Ali, Jaouher, Saidi, Lotfi, Harrath, Salma, Bechhoefer, Eric, Benbouzid, Mohamed
Published in Applied acoustics (01.03.2018)
Published in Applied acoustics (01.03.2018)
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Journal Article
An integrated wind turbine failures prognostic approach implementing Kalman smoother with confidence bounds
Saidi, Lotfi, Ben Ali, Jaouher, Benbouzid, Mohamed, Bechhofer, Eric
Published in Applied acoustics (01.09.2018)
Published in Applied acoustics (01.09.2018)
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Journal Article
Remaining useful life estimation for thermally aged power insulated gate bipolar transistors based on a modified maximum likelihood estimator
Ismail, Adla, Saidi, Lotfi, Sayadi, Mounir, Benbouzid, Mohamed
Published in International transactions on electrical energy systems (01.06.2020)
Published in International transactions on electrical energy systems (01.06.2020)
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Journal Article
Linear feature selection and classification using PNN and SFAM neural networks for a nearly online diagnosis of bearing naturally progressing degradations
Ben Ali, Jaouher, Saidi, Lotfi, Mouelhi, Aymen, Chebel-Morello, Brigitte, Fnaiech, Farhat
Published in Engineering applications of artificial intelligence (01.06.2015)
Published in Engineering applications of artificial intelligence (01.06.2015)
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Journal Article