Published in IEEE Xplore, 2024
Recommended citation: F. Harrou, A. Dorbane and Y. Sun, "Enhancing photovoltaic system performance using advanced gradient boosting methods," 2024 International Conference on Control, Automation and Diagnosis (ICCAD), Paris, France, 2024, pp. 1-6, doi: 10.1109/ICCAD60883.2024.10553919. https://ieeexplore.ieee.org/document/10553919
Published in Journal of Materials Engineering and Performance, 2024
Recommended citation: Dorbane, A., Harrou, F., Dursun, B. et al. Enhancing Predictive Capabilities: Machine Learning Approaches for Predicting Mechanical Behavior in Friction Stir Welded Aluminum Alloys. J. of Materi Eng and Perform (2024). https://doi.org/10.1007/s11665-024-09345-2 https://doi.org/10.1007/s11665-024-09345-2
Published in Journal of Failure Analysis and Prevention, 2024
Recommended citation: Dorbane Abdelhakim, et al. (2024). "Machine Learning Prediction of Aluminum Alloy Stress--Strain Curves at Variable Temperatures with Failure Analysis." Journal of Failure Analysis and Prevention, 1-16. https://doi.org/10.1007/s11668-023-01833-2
Published in Results in Engineering, 2023
Recommended citation: Fouzi Harrou, Abdelkader Dairi, Abdelhakim Dorbane, and Ying Sun. (2023). "Energy consumption prediction in water treatment plants using deep learning with data augmentation." Results in Engineering, 20, 101428. https://doi.org/10.1016/j.rineng.2023.101428
Published in Journal of Materials Engineering and Performance, 2023
Recommended citation: Souâd Makhfi, Abdelhakim Dorbane, Fouzi Harrou & Ying Sun. (2023). "Prediction of cutting forces in hard turning process using machine learning methods: a case study." Journal of Materials Engineering and Performance, 1-17. https://doi.org/10.1007/s11665-023-08555-4
Published in IEEE Xplore, 2023
Recommended citation: Fouzi Harrou, Ying Sun, Dorbane Abdelhakim, and Benamar Bouyeddou. Sensor fault detection in photovoltaic systems using ensemble learning-based statistical monitoring chart. In 2023 11th International Conference on Smart Grid (icSmartGrid), pages 1–6. IEEE, 2023. https://doi.org/10.1109/icSmartGrid58556.2023.10170985
Published in Journal of Materials Engineering and Performance, 2023
Recommended citation: Dorbane Abdelhakim, Harrou Fouzi, Sun Ying. (2023). "Exploring Deep Learning Methods to Forecast Mechanical Behavior of FSW Aluminum Sheets." Journal of Materials Engineering and Performance, 32(9), 4047-4063. https://doi.org/10.1007/s11665-022-07376-1
Published in Diagnostics, 2023
Recommended citation: Harrou Fouzi, Dairi Abdelkader, Dorbane Abdelhakim, Kadri Farid, Sun Ying. (2023). "Semi-Supervised KPCA-Based Monitoring Techniques for Detecting COVID-19 Infection through Blood Tests." Diagnostics, 13(8), 1466. https://doi.org/10.3390/diagnostics13081466 https://doi.org/10.3390/diagnostics13081466
Published in IEEE Xplore, 2022
Recommended citation: Dorbane Abdelhakim, Fouzi Harrou, and Ying Sun. A tree-driven ensemble learning approach to predict fs welded al-6061-t6 material behavior. In 2022 7th International Conference on Frontiers of Signal Processing (ICFSP), pages 184–188. IEEE, 2022. https://doi.org/10.1109/ICFSP55781.2022.9924883
Published in IEEE Xplore, 2022
Recommended citation: Dorbane Abdelhakim, Fouzi Harrou, and Ying Sun. Forecasting fsw material’s behavior using an artificial intelligence-driven approach. In 2022 International Conference on Decision Aid Sciences and Applications (DASA), pages 1553–1557. IEEE, 2022. https://doi.org/10.1109/DASA54658.2022.9765072
Published in Journal of Materials Engineering and Performance, 2017
Recommended citation: Dorbane Abdelhakim, Ayoub Georges, Mansoor Bilal, Hamade Ramsey F, Imad Abdellatif. (2017). "Effect of temperature on microstructure and fracture mechanisms in friction stir welded Al6061 joints." Journal of Materials Engineering and Performance, 26, 2542-2554. https://doi.org/10.1007/s11665-017-2704-9
Published in Materials Science and Engineering: A, 2016
Recommended citation: Dorbane Abdelhakim, Mansoor Bilal, Ayoub Georges, Shunmugasamy Vasanth Chakravarthy, Imad Abdellatif. (2016). "Mechanical, microstructural and fracture properties of dissimilar welds produced by friction stir welding of AZ31B and Al6061." Materials Science and Engineering: A, 651, 720-733. https://doi.org/10.1016/j.msea.2015.11.019
Published in Materials Science and Engineering: A, 2016
Recommended citation: Dorbane Abdelhakim, Ayoub Georges, Mansoor Bilal, Hamade RF, Kridli G, Shabadi Rajashekhara, Imad Abdellatif. (2016). "Microstructural observations and tensile fracture behavior of FSW twin roll cast AZ31 Mg sheets." Materials Science and Engineering: A, 649, 190-200. https://doi.org/10.1016/j.msea.2015.09.097
Published in IEEE Xplore, 2016
Recommended citation: B Mansoor, Dorbane, A, G Ayoub, and A Imad. Friction stir welding of az31b magnesium alloy with 6061-t6 aluminum alloy: Influence of processing parameters on microstructure and mechanical properties. Friction Stir Welding and Processing VIII, pages 259–266. Springer, 2015. https://doi.org/10.1007/978-3-319-48173-9_28
Published in Materials Science and Engineering: A, 2015
Recommended citation: Dorbane Abdelhakim, Ayoub Georges, Mansoor Bilal, Hamade R, Kridli G, Imad Abdellatif. (2015). "Observations of the mechanical response and evolution of damage of AA 6061-T6 under different strain rates and temperatures." Materials Science and Engineering: A, 624, 239-249. https://doi.org/10.1016/j.msea.2014.11.074
Published in MEMA 2015 (Springer), 2015
Recommended citation: Dorbane, A., Ayoub, G., Mansoor, B., Hamade, R., Kridli, G., Imad, A. (2015). Mechanical Response and Evolution of Damage of Al6061-T6 under Different Strain Rates and Temperatures. In: Karaman, I., Arróyave, R., Masad, E. (eds) Proceedings of the TMS Middle East — Mediterranean Materials Congress on Energy and Infrastructure Systems (MEMA 2015). Springer, Cham. https://doi.org/10.1007/978-3-319-48766-3_26
Published in ASME Digital Collection, 2014
Recommended citation: Ammouri, AH, Achdjian, H., Dorbane, A., Ayoub, G., Kridli, GT., & Hamade, RF. "Mechanical and Microstructural Characterization of Optimized Friction Stir Welded Twin Roll Cast AZ31B Sheets." Proceedings of the ASME 2014 International Mechanical Engineering Congress and Exposition. Volume 2A: Advanced Manufacturing. Montreal, Quebec, Canada. November 14–20, 2014. V02AT02A028. ASME. https://doi.org/10.1115/IMECE2014-36739