Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 6 Clean Water and Sanitation -
SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 14 Life Below Water
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Dive into the research topics where Hasan Al-Kaf is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Explainable Deep Learning Fault Detection Method for Multilevel Inverters
Al-Kaf, H. A. G., Hakami, S. S. & Lee, K. B., Jan 2026, In: IEEE Transactions on Industrial Informatics. 22, 1, p. 579-590 12 p.Research output: Contribution to journal › Article › peer-review
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Generalized MPC-DSVPWM Methods: Reduction Techniques and Explainable Machine Learning With Conformal Prediction for PMSM Drives
Al-Kaf, H. A. G., Mohammed, S. A. Q. & Lee, K. B., 2025, In: IEEE Access. 13, p. 101827-101840 14 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Overview of DSP-based implementation of machine learning methods for power electronics and motor drives
Al-Kaf, H. A. G., Lee, K. B. & Blaabjerg, F., Feb 2025, In: Journal of Power Electronics. 25, 2, p. 271-288 18 p.Research output: Contribution to journal › Review article › peer-review
8 Scopus citations -
A Generalized Integrated MPC-Fuzzy-Neural Network Approach for Multilevel Inverter Fed PMSMs
Al-Kaf, H. A. G., Halabi, L. M. & Lee, K. B., 1 Feb 2024, In: IEEE Transactions on Industrial Informatics. 20, 2, p. 2751-2761 11 p.Research output: Contribution to journal › Article › peer-review
16 Scopus citations -
Fault Detection of NPC Inverter Based on Ensemble Machine Learning Methods
Al-kaf, H. A. G., Lee, J. W. & Lee, K. B., Jan 2024, In: Journal of Electrical Engineering and Technology. 19, 1, p. 285-295 11 p.Research output: Contribution to journal › Article › peer-review
12 Scopus citations