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Employment (1)

Hamad bin Khalifa University: Doha, QA

2024-08-01 to present | Professor (College of Science and Engineering)
Employment
Source: Self-asserted source
Mohamed Nounou

Works (13)

Guided experimental design for static nonparametric modeling

Chemical Engineering Science
2024-10 | Journal article
DOI: 10.1016/j.ces.2024.120327
Contributors: Byanne Malluhi; Radhia Fezai; Costas Kravaris; Hazem Nounou; Mamoun Al-Rawashdeh; Mohamed Nounou
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Crossref

Enhanced PSO-Based NN for Failures Detection in Uncertain Wind Energy Systems

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3244838
Contributors: Khaled Dhibi; Majdi Mansouri; Mohamed Trabelsi; Kamaleldin Abodayeh; Kais Bouzrara; Hazem Nounou; Mohamed Nounou
Source: check_circle
Crossref

Interval-Valued Reduced Ensemble Learning Based Fault Detection and Diagnosis Techniques for Uncertain Grid-Connected PV Systems

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3167147
Contributors: Khaled Dhibi; Majdi Mansouri; Kamaleldin Abodayeh; Kais Bouzrara; Hazem Nounou; Mohamed Nounou
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Crossref

Interval-Valued SVM Based ABO for Fault Detection and Diagnosis of Wind Energy Conversion Systems

IEEE Access
2022 | Journal article
DOI: 10.1109/ACCESS.2022.3229617
Contributors: Majdi Mansouri; Khaled Dhibi; Hazem Nounou; Mohamed Nounou
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Crossref

Interval-Valued Reduced RNN for Fault Detection and Diagnosis for Wind Energy Conversion Systems

IEEE Sensors Journal
2022-07-01 | Journal article
DOI: 10.1109/JSEN.2022.3175866
Contributors: Majdi Mansouri; Khaled Dhibi; Mansour Hajji; Kais Bouzara; Hazem Nounou; Mohamed Nounou
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Crossref

A Hybrid Fault Detection and Diagnosis of Grid-Tied PV Systems: Enhanced Random Forest Classifier Using Data Reduction and Interval-Valued Representation

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3074784
Contributors: Khaled Dhibi; Radhia Fezai; Majdi Mansouri; Mohamed Trabelsi; Kais Bouzrara; Hazem Nounou; Mohamed Nounou
Source: check_circle
Crossref

An Enhanced Ensemble Learning-Based Fault Detection and Diagnosis for Grid-Connected PV Systems

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3128749
Contributors: Khaled Dhibi; Majdi Mansouri; Kais Bouzrara; Hazem Nounou; Mohamed Nounou
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Crossref

Deep Learning-Based Fault Diagnosis of Photovoltaic Systems: A Comprehensive Review and Enhancement Prospects

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3110947
Contributors: Majdi Mansouri; Mohamed Trabelsi; Hazem Nounou; Mohamed Nounou
Source: check_circle
Crossref

Effective Random Forest-Based Fault Detection and Diagnosis for Wind Energy Conversion Systems

IEEE Sensors Journal
2021-03-01 | Journal article
DOI: 10.1109/JSEN.2020.3037237
Contributors: Radhia Fezai; Khaled Dhibi; Majdi Mansouri; Mohamed Trabelsi; Mansour Hajji; Kais Bouzrara; Hazem Nounou; Mohamed Nounou
Source: check_circle
Crossref

A Novel Fault Diagnosis of Uncertain Systems Based on Interval Gaussian Process Regression: Application to Wind Energy Conversion Systems

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.3042101
Contributors: Majdi Mansouri; Radhia Fezai; Mohamed Trabelsi; Mansour Hajji; Mohamed-Faouzi Harkat; Hazem Nounou; Mohamed N. Nounou; Kais Bouzrara
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Crossref

Reliable Fault Detection and Diagnosis of Large-Scale Nonlinear Uncertain Systems Using Interval Reduced Kernel PLS

IEEE Access
2020 | Journal article
DOI: 10.1109/ACCESS.2020.2989917
Contributors: Radhia Fezai; Kamaleldin Abodayeh; Majdi Mansouri; Abdelmalek Kouadri; Mohamed-Faouzi Harkat; Hazem Nounou; Mohamed Nounou; Hassani Messaoud
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Crossref

Reduced Kernel Random Forest Technique for Fault Detection and Classification in Grid-Tied PV Systems

IEEE Journal of Photovoltaics
2020-11 | Journal article
DOI: 10.1109/JPHOTOV.2020.3011068
Contributors: Khaled Dhibi; Radhia Fezai; Majdi Mansouri; Mohamed Trabelsi; Abdelmalek Kouadri; Kais Bouzara; Hazem Nounou; Mohamed Nounou
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Crossref

A Hybrid Approach for Process Monitoring: Improving Data-Driven Methodologies With Dataset Size Reduction and Interval-Valued Representation

IEEE Sensors Journal
2020-09-01 | Journal article
DOI: 10.1109/JSEN.2020.2991508
Contributors: Khaled Dhibi; Radhia Fezai; Majdi Mansouri; Abdelmalek Kouadri; Mohamed-Faouzi Harkat; Kais Bouzara; Hazem Nounou; Mohamed Nounou
Source: check_circle
Crossref
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