Khaled Sidahmed Sidahmed Alamin

Khaled Sidahmed Sidahmed Alamin's picture

Ph.D. candidate in Ingegneria Informatica E Dei Sistemi , 37th cycle (2021-2024)
Department of Control and Computer Engineering (DAUIN)

Research Assistant
Interuniversity Department of Regional and Urban Studies and Planning (DIST)

Profile

PhD

Research topic

Innovative AI-Enabled Digital Twins for Smart Battery Management: Enhancing Battery Life and Performance in Smart Vehicles¿

Tutors

Research presentation

Poster

Research interests

Controls and system engineering
Data science, Computer vision and AI
Life sciences
Software engineering and Mobile computing

Biography

Khaled S. S. Alamin, a Ph.D. researcher at Politecnico di Torino, is advancing the future of battery technology by pioneering machine learning and digital twin frameworks. His core research enhances State of Charge (SOC), State of Energy (SOE), and State of Health (SOH) estimation for electric vehicle (EV) batteries. By building sophisticated data-driven models and feature engineering, and extending these with federated learning, his work safeguards data privacy and optimizes communication across distributed systems. This approach empowers EVs to autonomously predict SOC and SOE, adapting seamlessly to each battery’s unique health status through cloud-based retraining. The result is longer battery lifespans and a leap in EV efficiency, contributing to a more sustainable, advanced future in mobility.
Beyond battery technology, his expertise extends to predictive maintenance across industries. He has developed deep learning models for semiconductor manufacturing and collaborated with industrial partners on elevator data analysis using vibration sensors, incorporating anomaly detection techniques such as autoencoders.

Skills

ERC sectors

PE6_11 - Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)

Teaching

Teachings

Master of Science

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Bachelor of Science

  • Algorithms and Programming. A.A. 2023/24, ELECTRONIC AND COMMUNICATIONS ENGINEERING (INGEGNERIA ELETTRONICA E DELLE COMUNICAZIONI). Collaboratore del corso
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Publications

Most cited publications View all publications in Porto@Iris