Ph.D. in Ingegneria Informatica E Dei Sistemi , 37th cycle (2021-2024)
Ph.D. obtained in 2025
Dissertation:
Advancing Electric Vehicle Battery Management: A Data-Driven Digital Twin Approach for Real-Time Monitoring and Performance Enhancement (Abstract)
Tutors:
Sara Vinco
Research presentation:
PosterProfile
Research topic
Innovative AI-Enabled Digital Twins for Smart Battery Management: Enhancing Battery Life and Performance in Smart Vehicles¿
Research interests
Biography
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.
Teaching
Teachings
Master of Science
- Challenge@PoliTo by Students - CTE NEXT Digital Twin. A.A. 2023/24, INGEGNERIA GESTIONALE (ENGINEERING AND MANAGEMENT). Collaboratore del corso
Bachelor of Science
- Algorithms and Programming. A.A. 2023/24, ELECTRONIC AND COMMUNICATIONS ENGINEERING (INGEGNERIA ELETTRONICA E DELLE COMUNICAZIONI). Collaboratore del corso
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- Alamin, Khaled Sidahmed Sidahmed (2025)
Advancing Electric Vehicle Battery Management: A Data-Driven Digital Twin Approach for Real-Time Monitoring and Performance Enhancement. relatore: VINCO, SARA; , 37. XXXVII Ciclo, P.: 178
Doctoral Thesis - Alamin, KHALED SIDAHMED SIDAHMED; Appello, Davide; Beghi, Alessandro; Dall’Ora, Nicola; ... (2024)
An AI-Enabled Framework for Smart Semiconductor Manufacturing. In: Design, Automation and Test in Europe Conference (DATE 2024), Valencia (Spain), 25 - 27 March 2024. ISBN: 978-3-9819263-8-5
Contributo in Atti di Convegno (Proceeding) - Alamin, Khaled; JAHIER PAGLIARI, Daniele; Chen, Yukai; Macii, Enrico; Vinco, Sara; ... (2024)
Model-Driven Feature Engineering for Data-Driven Battery SOH Model. In: Design, Automation and Test in Europe Conference 2024, Valencia (ESP), 25-27 March 2024. ISBN: 978-3-9819263-8-5
Contributo in Atti di Convegno (Proceeding) - Sidahmed Alamin, Khaled Sidahmed; Daghero, Francesco; Pollo, Giovanni; Pagliari, Daniele ... (2023)
Model-Driven Dataset Generation for Data-Driven Battery SOH Models. In: IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), Vienna (AUT), 07-08 August 2023, pp. 1-6. ISBN: 979-8-3503-1175-4
Contributo in Atti di Convegno (Proceeding) - Alamin, Khaled Sidahmed Sidahmed; Chen, Yukai; Macii, Enrico; Poncino, Massimo; Vinco, ... (2023)
Digital Twins for Electric Vehicle SoX Battery Modeling: Status and Proposed Advancements. In: AEIT International Conference on Electrical and Electronic Technologies for Automotive (AEIT AUTOMOTIVE), Modena, Italy, 17-19 July 2023, pp. 1-6. ISBN: 978-88-87237-57-3
Contributo in Atti di Convegno (Proceeding) - Alamin, KHALED SIDAHMED SIDAHMED; Chen, Yukai; Gaiardelli, Sebastiano; Spellini, ... (2022)
SMART-IC: Smart Monitoring and Production Optimization for Zero-waste Semiconductor Manufacturing. In: IEEE Latin-American Test Symposium, Montevideo (Uruguay), 5th - 8th September 2022, pp. 1-6. ISBN: 978-1-6654-5707-1
Contributo in Atti di Convegno (Proceeding) - Dall’Ora, Nicola; Alamin, KHALED SIDAHMED SIDAHMED; Fraccaroli, Enrico; Poncino, ... (2022)
Digital Transformation of a Production Line: Network Design, Online Data Collection and Energy Monitoring. In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, vol. 10, pp. 46-59. ISSN 2168-6750
Contributo su Rivista - Alamin, KHALED SIDAHMED SIDAHMED; Chen, Yukai; Macii, Enrico; Poncino, Massimo; Vinco, ... (2022)
A Machine Learning-based Digital Twin for Electric Vehicle Battery Modeling. In: IEEE International Conference on Omin-Layer Intelligent Systems (COINS), Barcelona (Spagna), 1-3 August 2022, pp. 1-6. ISBN: 978-1-6654-8356-8
Contributo in Atti di Convegno (Proceeding) - Alamin, K.; Vinco, S.; Poncino, M.; Dall’Ora, N.; Fraccaroli, E.; Quaglia, D. (2021)
Digital Twin Extension with Extra-Functional Properties. In: Design Automation in Europe (DATE) Conference, Virtual, 01-05 February 2021, pp. 434-439
Contributo in Atti di Convegno (Proceeding)