Associate Professor
Department of Energy (DENERG)
- Member Joint Committee on Teaching
Profile
Research interests
Biography
She graduated cum laude in October 1997 and was hence appointed responsible for the BSc course Energetic Systems - A.Y. 1997/1998. The scientific production of Prof. Misul consists of several publications, covering the following research streams: SI engine technology for natural gas and bi-fuel ICEs; model-based control approaches for Diesel ICEs; diagnostic and predictive 0D/1D tools for evaluating injection, combustion process and emission formation in diesel and SI engines; in-cylinder fluid-dynamics and combustion (CFD) of ICEs; optimization of hybrid architectures; CFD modelling activities for turbomachinery, AI algorithms for xEVs control and ADAS applications. She has also been contributing to the coordination of the research activities within the PT-ERC (Polito – Engine Research Center) research group with specific reference to the scientific responsibility and coordination of some of the research contracts as well as to team building and fund-raising activities. She held the scientific responsibility of National and International research projects, ruled through partnership agreements with companies and/or public private bodies, which are leaders in their own sector, and she has also been recently coordinating activities related to the use of AI for smart application in the automotive sector. She is also coordinating activities within the Center for Automotive Research and Sustainable mobility@PoliTO (CARS@PoliTO) group.
Scientific branch
(Area 0009 - Industrial and information engineering)
Skills
ERC sectors
SDG
Fellowships
- Effective member - ETN Global (European Turbine Network), Belgio (2023-)
- Effective member - European Clean Hydrogen Alliance, Belgio (2020-)
Editorial boards
- PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS. PART D, JOURNAL OF AUTOMOBILE ENGINEERING (2023-), Associate Editor of magazine or editorial series
- ALEXANDRIA ENGINEERING JOURNAL (2023-), Associate Editor of magazine or editorial series
- TRANSPORTATION ENGINEERING (OXFORD) (2020-), Editorial board member
- APPLIED SCIENCES (2020-), Guest Editor of magazine or editorial series
- ENERGIES (2020-), Guest Editor of magazine or editorial series
- SCIENTIFIC REPORTS (2019-), Editorial board member
- INTERNATIONAL JOURNAL OF MECHANICS AND CONTROL (2019-), Scientific Committee member
Conferences
- ICE2023 16th International Conference on Engines & Vehicles for Sustainable Transport (10/9/2023-14/9/2023), Participation to the organizing committee
- ASME ICED Spring Technical Conference (6/5/2012-9/5/2012), Participation to the organizing committee
Research networks
- ERCOFTAC (European Research Community on Flow, Turbulence and Combustion) (2023-). Partecipazione
Teaching
Collegi of the PhD programmes
- ENERGETICA, 2022/2023 (39. ciclo)
Politecnico di TORINO - ENERGETICA, 2021/2022 (38. ciclo)
Politecnico di TORINO - ENERGETICA, 2020/2021 (37. ciclo)
Politecnico di TORINO - ENERGETICA, 2019/2020 (36. ciclo)
Politecnico di TORINO - ENERGETICA, 2018/2019 (35. ciclo)
Politecnico di TORINO
Collegi of the degree programmes
Teachings
Master of Science
- Fluid machinery. A.A. 2023/24, INGEGNERIA MECCANICA (MECHANICAL ENGINEERING). Titolare del corso
- Macchine a fluido. A.A. 2023/24, INGEGNERIA MECCANICA. Collaboratore del corso
- Thermal and hydraulic machines. A.A. 2022/23, INGEGNERIA MECCANICA (MECHANICAL ENGINEERING). Titolare del corso
- Macchine. A.A. 2022/23, INGEGNERIA MECCANICA. Collaboratore del corso
- Thermal and hydraulic machines. A.A. 2021/22, INGEGNERIA MECCANICA (MECHANICAL ENGINEERING). Titolare del corso
- Macchine. A.A. 2021/22, INGEGNERIA MECCANICA. Collaboratore del corso
- Thermal and hydraulic machines. A.A. 2020/21, INGEGNERIA MECCANICA (MECHANICAL ENGINEERING). Titolare del corso
- Macchine. A.A. 2020/21, INGEGNERIA MECCANICA. Collaboratore del corso
- Thermal and hydraulic machines. A.A. 2019/20, INGEGNERIA MECCANICA (MECHANICAL ENGINEERING). Titolare del corso
- Macchine. A.A. 2019/20, INGEGNERIA MECCANICA. Collaboratore del corso
- Thermal and hydraulic machines. A.A. 2018/19, INGEGNERIA MECCANICA (MECHANICAL ENGINEERING). Titolare del corso
- Macchine. A.A. 2018/19, INGEGNERIA MECCANICA. Collaboratore del corso
Bachelor of Science
- Fondamenti di macchine a fluido. A.A. 2023/24, INGEGNERIA MECCANICA. Titolare del corso
- Fondamenti di macchine e di oleodinamica. A.A. 2022/23, INGEGNERIA MECCANICA. Titolare del corso
- Thermal Machines. A.A. 2022/23, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
- Fondamenti di macchine e di oleodinamica. A.A. 2021/22, INGEGNERIA MECCANICA. Titolare del corso
- Thermal Machines. A.A. 2021/22, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
- Thermal Machines. A.A. 2020/21, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
- Sistemi energetici industriali. A.A. 2020/21, INGEGNERIA GESTIONALE. Collaboratore del corso
- Fondamenti di macchine e di oleodinamica. A.A. 2020/21, INGEGNERIA MECCANICA. Titolare del corso
- Sistemi energetici industriali. A.A. 2019/20, INGEGNERIA GESTIONALE. Collaboratore del corso
- Thermal Machines. A.A. 2019/20, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
- Fondamenti di macchine e di oleodinamica. A.A. 2019/20, INGEGNERIA MECCANICA. Titolare del corso
- Fondamenti di macchine e di oleodinamica. A.A. 2018/19, INGEGNERIA MECCANICA. Titolare del corso
Research
Research projects
Projects funded by competitive calls
- EnaTech-RDE - Enabling Technologies for Turbine Design in CO2-Free Rotating Detonation Engines , (2023-2025) - Componente gruppo di Ricerca
Nationally funded research - PRIN - NEUMANN - Novel Energy and propUlsion systeMs for Air domiNaNce , (2022-2027) - Responsabile Scientifico di Struttura
UE-funded research - INSPIRE - INSpiring Pressure gain combustion Integration, Research, and Education , (2021-2024) - Responsabile Scientifico
UE-funded research - H2020 - Excellent Science - Marie Curie - BaSCo - HEV - Battery Sensitive Sizing and Control of Hybrid Electric Vehicle Powertrains , (2020-2021) - Componente gruppo di Ricerca
Corporate-funded and donor-funded research - LIFEMED - Logistica Integrata del Farmaco E dei dispositivi MEDici , (2017-2019) - Responsabile Scientifico
National Research - Knocking investigation on high efficient flex-fuel (liquid & gaseous biofuels) engine - part.2 , (2016-2016) - Responsabile Scientifico
Corporate-funded and donor-funded research
Projects funded by commercial contracts
- Advanced EMS design for hybrid powertrains , (2022-2023) - Responsabile Scientifico
Commercial Research - Analisi del comportamento di un iniettore per una turbina a gas da 5.7MW alimentata con gas naturale e idrogeno , (2022-2023) - Responsabile Scientifico
Commercial Research - (P)HEV Design model - WP3: HEVbox handover , (2020-2020) - Responsabile Scientifico
Commercial Research - REALIZZAZIONE DI DISCHI TURBINA IN SUPERLAEGA A BASA NICKEL (INCONEL) , (2020-2020) - Responsabile Scientifico
Consulting - Ricerca di modelli matematici che riproducano, in determinate condizioni, i valori di output di sensori fisici a parità di dati di input , (2020-2020) - Responsabile Scientifico
Consulting - CONSULENZA SU LIFE TIME EXTENSION PROGRAM DI ROTORI TURBINA , (2020-2020) - Personale interno di riferimento
Consulting - Consulenza su riprogettazione componenti di mature frames , (2019-2020) - Responsabile Scientifico
Consulting - (P)HEV DESIGN MODEL , (2018-2019) - Responsabile Scientifico
Commercial Research - CONSULENZA SU RIPROGETTAZIONE COMPONENTI DI MATURE FRAMES , (2018-2019) - Responsabile Scientifico
Consulting - Caratterizzazione e ottimizzazione fluidodinamica di un espansore rotativo orbitante, basato su geometria a spirale di Archimede, e denominato “scroll expander” , (2017-2020) - Responsabile Scientifico
Commercial Research - Simulazioni fluidodinamiche di sistemi di iniezione di gas naturale , (2015-2016) - Responsabile Scientifico
Consulting
Supervised PhD students
- Gaia Gentilucci. Programme in Energetica (39th cycle, 2023-in progress)
- Giovanni Labrini. Programme in Energetica (39th cycle, 2023-in progress)
- Marzieh Mohammad Hosseinzadeh Golabchi. Programme in Energetica (39th cycle, 2023-in progress)
- Lorenzo Giacomo Piglia. Programme in Energetica (39th cycle, 2023-in progress)
- Simone Ragnatella. Programme in Energetica (39th cycle, 2023-in progress)
- Alex Scopelliti. Programme in Energetica (39th cycle, 2023-in progress)
- Riccardo Sola. Programme in Energetica (39th cycle, 2023-in progress)
- Salvatore Carusotto. Programme in Energetica (38th cycle, 2022-in progress)
- Giuseppe Di Luca. Programme in Energetica (38th cycle, 2022-in progress)
- Teodosio Nacci. Programme in Energetica (38th cycle, 2022-in progress)
- Matteo Acquarone. Programme in Energetica (37th cycle, 2021-in progress)
- Angelo Borneo. Programme in Energetica (37th cycle, 2021-in progress)
- Panagiotis Gallis. Programme in Energetica (37th cycle, 2021-in progress)
- Rosario Nastasi. Programme in Energetica (37th cycle, 2022-in progress)
- Tiziano Alberto Giuliacci. Programme in Energetica (36th cycle, 2020-in progress)
Thesis: Artificial Intelligence solutions in automotive sector for xEV¿s energy management - Alessia Musa. Programme in Energetica (36th cycle, 2020-in progress)
Thesis: Artificial Intelligence Solutions to Enhance Energy Saving and Battery Management in Electrified and Connected Vehicles - Nicola Rosafio. Programme in Energetica (36th cycle, 2020-in progress)
- Matteo Spano. Programme in Ingegneria Meccanica (36th cycle, 2020-in progress)
Thesis: Smart Mobility Solutions for Energy-Efficient Electrified Transportation: Eco-Driving Control Strategies - Alessandro Falai. Programme in Energetica (35th cycle, 2019-2023)
Thesis: Data driven techniques for on-board performance estimation and prediction in vehicular applications. - Claudio Maino. Programme in Energetica (34th cycle, 2018-2022)
Thesis: Hybrid and Electric Vehicles Optimal Design and Real-time Control based on Artificial Intelligence - Federico Miretti. Programme in Energetica (34th cycle, 2018-2022)
Thesis: Dynamic Programming Algorithms for Optimal Control Problems in Hybrid Electric Vehicles
Clean Mobility and Innovative Powertrains Hybrid Electric Powertrains
Publications
Last years publications
Publications by type
Latest publications View all publications in Porto@Iris
- Misul, Daniela A.; Scopelliti, Alex; Baratta, Mirko (2024)
High-Performance Hydrogen-Fueled Internal Combustion Engines: Feasibility Study and Optimization via 1D-CFD Modeling. In: ENERGIES. ISSN 1996-1073
Contributo su Rivista - Acquarone, Matteo; Miretti, Federico; Anselma, Pier Giuseppe; Misul, Daniela Anna (2024)
Online Temperature-aware Equivalent Consumption Minimization Strategy for Mild Hybrid Electric Powertrains. In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY. ISSN 0018-9545
Contributo su Rivista - Biswas, Atriya; Acquarone, Matteo; Wang, Hao; Miretti, Federico; Misul, Daniela Anna; ... (2024)
Safe Reinforcement Learning for Energy Management of Electrified Vehicle with Novel Physics-Informed Exploration Strategy. In: IEEE TRANSACTIONS ON TRANSPORTATION ELECTRIFICATION. ISSN 2332-7782
Contributo su Rivista - Gallis, Panagiotis; Misul, Daniela Anna; Boust, Bastien; Bellenoue, Marc; Salvadori, ... (2024)
Development of 1D Model of Constant-Volume Combustor and Numerical Analysis of the Exhaust Nozzle. In: ENERGIES, vol. 17, pp. 1-24. ISSN 1996-1073
Contributo su Rivista - Varatharajulu Purgunan, Gokkul Raj; Asli, Majid; Nacci, Teodosio; Misul, Daniela Anna; ... (2024)
Film Cooling Modeling in a Turbine Working under the Unsteady Exhaust Flow of Pulsed Detonation Combustion. In: ENERGIES, vol. 17, pp. 1-20. ISSN 1996-1073
Contributo su Rivista - Misul, DANIELA ANNA; Scopelliti, Alex; Di Maio, Dario; Napolitano, Pierpaolo; Beatrice, ... (2024)
Feasibility and Performance Analysis of Cylinder Deactivation for a Heavy-Duty Compressed Natural Gas Engine. In: ENERGIES, vol. 17. ISSN 1996-1073
Contributo su Rivista - Prussi, M.; Laveneziana, L.; Misul, D.; Chiaramonti, D.; Odisio, M.; Restaldo, G. (2023)
A model-based approach to long-term energy planning: the case-study of the Turin Airport. In: 78th ATI Annual Congress (Energy transition: Research and innovation for industry, communities and the territory, Carpi (Italia), 14/09/2023, pp. 1-19. ISSN 1742-6588
Contributo in Atti di Convegno (Proceeding) - Musa, Alessia; Anselma, Pier Giuseppe; Belingardi, Giovanni; Misul, Daniela Anna (2023)
Energy Management in Hybrid Electric Vehicles: A Q-Learning Solution for Enhanced Drivability and Energy Efficiency. In: ENERGIES, vol. 17. ISSN 1996-1073
Contributo su Rivista - Acquarone, Matteo; Miretti, Federico; Misul, Daniela; Sassara, Luca (2023)
Cooperative Adaptive Cruise Control Based on Reinforcement Learning for Heavy-Duty BEVs. In: IEEE ACCESS, vol. 11, pp. 127145-127156. ISSN 2169-3536
Contributo su Rivista - DI LUCA, Giuseppe; Di Blasio, Gabriele; Gimelli, Alfredo; Misul, DANIELA ANNA (2023)
Review on Battery State Estimation and Management Solutions for Next-Generation Connected Vehicles. In: ENERGIES, vol. 17. ISSN 1996-1073
Contributo su Rivista - Borneo, Angelo; Zerbato, Luca; Miretti, Federico; Tota, Antonio; Galvagno, Enrico; ... (2023)
Platooning Cooperative Adaptive Cruise Control for Dynamic Performance and Energy Saving: A Comparative Study of Linear Quadratic and Reinforcement Learning-Based Controllers. In: APPLIED SCIENCES, vol. 13. ISSN 2076-3417
Contributo su Rivista - Carusotto, Salvatore; Salvadori, Simone; Baratta, Mirko; Misul, Daniela; Labrini, ... (2023)
Evaluation of NOx Emissions Associated to Non-Premixed Combustion of H2/Natural Gas Blends in a 40MW Heavy-Duty Gas Turbine. In: ASME Turbo Expo 2023: Turbomachinery Technical Conference and Exposition, Boston, Massachusetts, USA, June 26–30, 2023, pp. 1-12. ISBN: 978-0-7918-8696-0
Contributo in Atti di Convegno (Proceeding) - Carusotto, Salvatore; Labrini, Giovanni; Salvadori, Simone; Baratta, Mirko; Cardile, ... (2023)
Evaluation of Nox Emissions Associated to Non-Premixed Combustion of H2/Natural Gas Blends in a 40 MW Heavy-Duty Gas Turbine. In: JOURNAL OF ENGINEERING FOR GAS TURBINES AND POWER, vol. 145. ISSN 0742-4795
Contributo su Rivista - Rosafio, Nicola; Lopes, Gustavo; Salvadori, Simone; Lavagnoli, Sergio; Misul, DANIELA ... (2023)
RANS Prediction of Losses and Transition Onset in a High-Speed Low-Pressure Turbine Cascade. In: ENERGIES, vol. 16, pp. 1-21. ISSN 1996-1073
Contributo su Rivista - Spano, Matteo; Anselma, PIER GIUSEPPE; Misul, Daniela; Amati, Nicola; Rizzoni, Giorgio (2023)
Improving Computational Efficiency for Energy Management Systems in Plug-in Hybrid Electric Vehicles Using Dynamic Programming Based Controllers. In: 16th International Conference on Engines & Vehicles, Capri, Italy, September 10th - 14th, 2023, pp. 1-8
Contributo in Atti di Convegno (Proceeding) - Borneo, Angelo; Miretti, Federico; Acquarone, Matteo; Misul, Daniela (2023)
Battery Electric Vehicle Control Strategy for String Stability based on Deep Reinforcement Learning in V2V Driving. In: 16th International Conference on Engines & Vehicles, Capri, Italy, September 10th - 14th, 2023, pp. 1-7. ISSN 0148-7191
Contributo in Atti di Convegno (Proceeding) - Musa, Alessia; Miretti, Federico; Misul, Daniela (2023)
MPC-Based Cooperative Longitudinal Control for Vehicle Strings in a Realistic Driving Environment. In: WCX SAE World Congress Experience. ISSN 0148-7191
Contributo in Atti di Convegno (Proceeding) - Lelli, Edoardo; Musa, Alessia; Batista, Emilio; Misul, Daniela; Belingardi, Giovanni (2023)
On-Road Experimental Campaign for Machine Learning Based State of Health Estimation of High-Voltage Batteries in Electric Vehicles. In: ENERGIES, vol. 16. ISSN 1996-1073
Contributo su Rivista - Miretti, Federico; Misul, Daniela (2023)
Driveability Constrained Models for Optimal Control of Hybrid Electric Vehicles. In: The 2nd IFToMM for Sustainable Development Goals Workshop, Bilbao (Spagna), 22-23 giugno, 2023, pp. 430-440. ISSN 2211-0984. ISBN: 978-3-031-32438-3
Contributo in Atti di Convegno (Proceeding) - Rosafio, N.; De Cosmo, G.; Salvadori, S.; Carnevale, M.; Misul, D. A. (2022)
IDENTIFICATION OF FLUCTUATION MODES FOR A CYLINDRICAL FILM COOLING HOLE USING THE SPECTRAL PROPER ORTHOGONAL DECOMPOSITION METHOD. In: ASME Turbo Expo 2022: Turbomachinery Technical Conference and Exposition, GT 2022, Rotterdam, The Netherlands, June 13-17, 2022, pp. 1-11. ISBN: 978-0-7918-8603-8
Contributo in Atti di Convegno (Proceeding)
Society and Enterprise
Patents and other intellectual properties
- A driver-adaptive emission minimization system for hybrid electric vehicles. national and international Patent
Inventors: Giovanni Belingardi Daniela Anna Misul Alessia Musa Ezio Spessa