Ph.D. candidate in Energetica , 38th cycle (2022-2025)
Department of Energy (DENERG)
Profile
PhD
Thesis title
Learning-Based Control of Mobility and Automotive Systems Across Scales: From Fleet Coordination to Engine Combustion Modeling
Tutors
Teaching
Teachings
Master of Science
- Hybrid and electric propulsion systems. A.A. 2024/25, INGEGNERIA MECCANICA (MECHANICAL ENGINEERING). Collaboratore del corso
Research
Research groups
Publications
Latest publications View all publications in Porto@Iris
- Khan, Muhammad Aadil; Thatipamula, Sai; Tresca, Luigi; Xu, Le; Trewartha, Amalie; Onori, ... (2025)
High-power lithium-ion battery characterization dataset for stochastic battery modeling. In: SCIENTIFIC DATA, vol. 12. ISSN 2052-4463
Contributo su Rivista - Tresca, Luigi; Pulvirenti, Luca; Rolando, Luciano (2025)
A Cutting-Edge Energy Management System for a Hybrid Electric Vehicle relying on Soft Actor–Critic Deep Reinforcement Learning. In: TRANSPORTATION ENGINEERING, vol. 19. ISSN 2666-691X
Contributo su Rivista - Rolando, Luciano; Campanelli, Nicola; Tresca, Luigi; Pulvirenti, Luca; Millo, Federico (2024)
Development of a Soft-Actor Critic Reinforcement Learning Algorithm for the Energy Management of a Hybrid Electric Vehicle. In: CO2 Reduction for Transportation Systems Conference, Torino, Italy, giugno 2024. ISSN 0148-7191
Contributo in Atti di Convegno (Proceeding) - Tresca, Luigi; Pulvirenti, Luca; Rolando, Luciano; Millo, Federico (2024)
Development of a deep Q-learning energy management system for a hybrid electric vehicle. In: TRANSPORTATION ENGINEERING, vol. 16. ISSN 2666-691X
Contributo su Rivista - Galvagno, Enrico; Rolando, Luciano; Pulvirenti, Luca; Zerbato, Luca; Tresca, Luigi (2023)
Hybrid Electric Vehicle Platoon Control and Optimal Energy Management System for Fuel Economy, Safety, and Dynamic Performance. In: 16th IFToMM World Congress 2023, Tokyo, 5-9 Novembre 2023, pp. 980-991
Contributo in Atti di Convegno (Proceeding)