Thesis title

Energy management control strategies for Hybrid Electric Vehicles and benefits of Machine Learning in cooperative intelligent transportation systems

Tutors

• Nicola Amati

Master of Science

• E-powertrain components. A.A. 2022/23, AUTOMOTIVE ENGINEERING (INGEGNERIA DELL'AUTOVEICOLO). Collaboratore del corso

• Design of rotating machines and mechatronic systems – Mechatronics Lab

• Hegde, SHAILESH SUDHAKARA; Bonfitto, Angelo; Galluzzi, Renato; CASTELLANOS MOLINA, LUIS ... (2023)
  Equivalent Consumption Minimization Strategy Based on Belt Drive System Characteristic Maps for P0 Hybrid Electric Vehicles. In: ENERGIES, vol. 16. ISSN 1996-1073
  Contributo su Rivista
• Selvaraj, Dinesh Cyril; Hegde, Shailesh; Amati, Nicola; Deflorio, Francesco; ... (2023)
  An ML-aided Reinforcement Learning Approach for Challenging Vehicle Maneuvers. In: IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, vol. 8, pp. 1686-1698. ISSN 2379-8858
  Contributo su Rivista
• Manca, Raffaele; Castellanos Molina, Luis MIguel; Hegde, Shailesh; Tonoli, Andrea; ... (2023)
  Optimal Torque-Vectoring Control Strategy for Energy Efficiency and Vehicle Dynamic Improvement of Battery Electric Vehicles with Multiple Motors. In: WCX SAE World Congress Experience, Detroit (USA), 17 - 19 /04/2023, pp. 1-12. ISSN 0148-7191
  Contributo in Atti di Convegno (Proceeding)
• Selvaraj, DINESH CYRIL; Hegde, SHAILESH SUDHAKARA; Amati, Nicola; Deflorio, FRANCESCO ... (2023)
  A Deep Reinforcement Learning Approach for Efficient, Safe and Comfortable Driving. In: APPLIED SCIENCES, vol. 13. ISSN 2076-3417
  Contributo su Rivista
• Hegde, Shailesh; Castellanos Molina, Luis M.; Bonfitto, Angelo; Galluzzi, Renato; Amati, ... (2022)
  Crankshaft Decoupling Effects on Fuel Economy in HEV-P0. In: Volume 1: 24th International Conference on Advanced Vehicle Technologies (AVT), St. Louis, Missouri, USA, August 14–17, 2022. ISBN: 978-0-7918-8620-5
  Contributo in Atti di Convegno (Proceeding)

• P0+ METODO PER IL CONTROLLO DI UN GRUPPO MOTOPROPULSORE IBRIDO E MOTOPROPULSORE IBRIDO OPERANTE SECONDO TALE METODO. national Patent
  Inventors: Nicola Amati Angelo Bonfitto Renato Galluzzi Shailesh Sudhakara Hegde Andrea Tonoli Enrico Cesare Zenerino