Deep recurrent neural networks based Bayesian optimization for fault diagnosis of uncertain GCPV systems depending on outdoor condition variation by Yassine Bouazzi, Zahra Yahyaoui, Mansour Hajji

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Photovoltaic Power Forecasting Using Multiscale-Model-Based Machine Learning Techniques by Manel Marweni, Mansour Hajji, Majdi Mansouri, Mohamed Fouazi Mimouni

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Fault detection and diagnosis in grid-connected PV systems under irradiance variations by Mansour Hajji, Zahra Yahyaoui, Majdi Mansouri, Hazem Nounou, Mohamed Nounou

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Supervised machine learning-based salp swarm algorithm for fault diagnosis of photovoltaic systems by Amal Hichri, Mansour Hajji, Majdi Mansouri, Hazem Nounou, Kais Bouzrara

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Effective Fault Detection and Diagnosis for Power Converters in Wind Turbine Systems Using KPCA-Based BiLSTM by Zahra Yahyaoui, Mansour Hajji, Majdi Mansouri, Kamaleldin Abodayeh, Kais Bouzrara, Hazem Nounou

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Effective uncertain fault diagnosis technique for wind conversion systems using improved ensemble learning algorithm by Khadija Attouri, Khaled Dhibi, Majdi Mansouri, Mansour Hajji, Kais Bouzrara, Mohamed Nounou

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Enhanced fault diagnosis of wind energy conversion systems using ensemble learning based on sine cosine algorithm by Khadija Attouri, Khaled Dhibi, Majdi Mansouri, Mansour Hajji, Kais Bouzrara, Hazem Nounou

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A novel hybrid methodology for fault diagnosis of wind energy conversion systems by Khaled Dhibi, Majdi Mansouri, Mansour Hajji, Kais Bouzrara, Hazem Nounou, Mohamed Nounou

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Enhanced Neural Network Method-Based Multiscale PCA for Fault Diagnosis: Application to Grid-Connected PV Systems by Khadija Attouri, Majdi Mansouri, Mansour Hajji, Abdelmalek Kouadri, Kais Bouzrara, Hazem Nounou

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A Novel Fault Diagnosis of Uncertain Systems Based on Interval Gaussian Process Regression: Application to Wind Energy Conversion Systems by Majdi Mansouri, Radhia Fezai, Mohamed Trabelsi, Mansour Hajji, Mohamed-Faouzi Harkat, Hazem Nounou, Mohamed N. Nounou, Kais Bouzrara

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