Prof. Ayman Samy Abdel-Khalik
Sultan Qaboos University, Department of Electrical and Computer Engineering, Oman
Speech Title: Revolutionizing Electric Vehicle Drivetrains: AI-Driven Design and Digital Twin Integration
Abstract:
In recent years, artificial intelligence (AI) has become a transformative force in the electric vehicle (EV) sector, enabling breakthroughs in the design and optimization of drivetrain components, from batteries to electric motors. This keynote explores how AI techniques—including machine learning, data-driven modeling, and digital twins—are reshaping EV development. By leveraging advanced data analysis, predictive maintenance, and real-time performance simulations, AI-driven tools optimize battery management, electric motor efficiency, and overall EV sustainability. We delve into applications of supervised, unsupervised, and semi-supervised learning in EV design, with a particular focus on enhancing battery state estimation and digital twin integration for electric machines. This session highlights our latest research advancements and the impact of AI in achieving efficient, reliable, and high-performing EV drivetrains.
Biograpy:
Ayman Samy Abdel-Khalik (Senior Member, IEEE) received his B.Sc. and M.Sc. degrees in Electrical Engineering from Alexandria University, Egypt, in 2001 and 2004, respectively. He earned his Ph.D. in Electrical Engineering through a Dual Channel Program between Alexandria University and the University of Strathclyde, Glasgow, U.K., in 2009. He previously served as a Professor in the Electrical Engineering Department, Faculty of Engineering, Alexandria University, Egypt. Currently, he is with the Department of Electrical and Computer Engineering at Sultan Qaboos University, Muscat, Oman, while on leave from Alexandria University. His research interests include electrical machine design and modeling, electric drives, energy conversion, and renewable energy. Dr. Abdel-Khalik is an Associate Editor for both the IEEE Transactions on Industrial Electronics and the IEEE Transactions on Transportation Electrification. He also serves as the Editor-in-Chief of the Alexandria Engineering Journal.