학술논문

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발행년	- (예 : 2010-2015)

Improved fault detection based on kernel PCA for monitoring industrial applications

Academic Journal

Attouri, K.; Hajji, M.; Mansouri, M.; Nounou, H.; Kouadri, A.; Bensmail, A.; Bouzrara, K.

In: Journal of Process Control. (Journal of Process Control, January 2024, 133)

Full Text (ScienceDirect 종량제) Web of Science JCR 저널정보 Scopus Find it@PNU

Enhanced fault diagnosis of wind energy conversion systems using ensemble learning based on sine cosine algorithm

Academic Journal

Attouri, K.; Hajji, M.; Dhibi, K.; Mansouri, M.; Nounou, H.; Bouzrara, K.

In: Journal of Engineering and Applied Science. (Journal of Engineering and Applied Science, December 2023, 70(1))

Full Text (ProQuest Central) Scopus Find it@PNU

Effective uncertain fault diagnosis technique for wind conversion systems using improved ensemble learning algorithm

Academic Journal

Attouri, K.; Hajji, M.; Mansouri, M.; Nounou, M.; Dhibi, K.; Bouzrara, K.

In: Energy Reports. (Energy Reports, November 2023, 10:3113-3124)

Full Text (ScienceDirect 종량제) Full Text (ScienceDirect O/A) Web of Science JCR 저널정보 Scopus Find it@PNU

Enhanced Neural Network Method-Based Multiscale PCA for Fault Diagnosis: Application to Grid-Connected PV Systems

Academic Journal

Attouri, K.; Hajji, M.; Mansouri, M.; Nounou, H.; Kouadri, A.; Bouzrara, K.

In: Signals. (Signals, June 2023, 4(2):381-400)

Full Text (ProQuest Central) Full Text (Gale Academic Onefile) Scopus Find it@PNU

Wind Power Converter Fault Diagnosis Using Reduced Kernel PCA-Based BiLSTM

Academic Journal

Attouri, K.; Hajji, M.; Mansouri, M.; Nounou, H.; Kouadri, A.; Bouzrara, K.

In: Sustainability (Switzerland). (Sustainability (Switzerland), February 2023, 15(4))

Full Text (ProQuest Central) Full Text (Gale Academic Onefile) Open Access (EBSCO) Web of Science JCR 저널정보 Scopus Find it@PNU

Effective Fault Diagnosis in Grid Connected Photovoltaic Systems Using Multiscale PCA based Artificial Neural Network Technique

Conference

Attouri, K.; Hajji, M.; Bouzrara, K.; Mansouri, M.; Nounou, H.; Nounou, M.

In: 2022 8th International Conference on Control, Decision and Information Technologies, CoDIT 2022, 2022 8th International Conference on Control, Decision and Information Technologies, CoDIT 2022. (2022 8th International Conference on Control, Decision and Information Technologies, CoDIT 2022, 2022, :1318-1323)

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Faults Classification in Grid-Connected Photovoltaic Systems

Conference

Attouri, K.; Hajji, M.; Mansouri, M.; Nounou, H.; Kouadri, A.; Bouzrara, K.

In: 18th IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2021, 18th IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2021. (18th IEEE International Multi-Conference on Systems, Signals and Devices, SSD 2021, 22 March 2021, :1431-1437)

Full Text (IEEE) Scopus Find it@PNU

Fault detection in photovoltaic systems using machine learning technique

Conference

Attouri, K.; Hajji, M.; Mansouri, M.; Harkat, M.-F.; Kouadri, A.; Nounou, H.; Nounou, M.

In: Proceedings of the 17th International Multi-Conference on Systems, Signals and Devices, SSD 2020, Proceedings of the 17th International Multi-Conference on Systems, Signals and Devices, SSD 2020. (Proceedings of the 17th International Multi-Conference on Systems, Signals and Devices, SSD 2020, 20 July 2020, :207-212)

Full Text (IEEE) Scopus Find it@PNU

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