Associate Professor
Department of Energy (DENERG)
- Member Comitato paritetico per la didattica
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
Editorial boards
- 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
- INTERNATIONAL JOURNAL OF MECHANICS AND CONTROL (2019-), Scientific Committee member
Conferences
- ASME ICED Spring Technical Conference (6/5/2012-9/5/2012), Participation to the organizing committee
Research networks
- European Clean Hydrogen Alliance (2020-). Partecipazione
Teaching
PhD Boards
- 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
Courses of Study Boards
Teachings
Master of Science
- Fluid machinery. A.A. 2023/24, INGEGNERIA MECCANICA (MECHANICAL ENGINEERING). Titolare del corso
- Combustion engines and their application to vehicle. A.A. 2017/18, AUTOMOTIVE ENGINEERING (INGEGNERIA DELL'AUTOVEICOLO). Collaboratore del corso
- Thermal and hydraulic machines. A.A. 2017/18, INGEGNERIA MECCANICA (MECHANICAL ENGINEERING). Titolare del corso
- Thermal and hydraulic machines. A.A. 2018/19, INGEGNERIA MECCANICA (MECHANICAL ENGINEERING). Titolare del corso
- Thermal and hydraulic machines. A.A. 2019/20, INGEGNERIA MECCANICA (MECHANICAL ENGINEERING). Titolare del corso
- Thermal and hydraulic machines. A.A. 2020/21, INGEGNERIA MECCANICA (MECHANICAL ENGINEERING). Titolare del corso
- Thermal and hydraulic machines. A.A. 2021/22, INGEGNERIA MECCANICA (MECHANICAL ENGINEERING). Titolare del corso
- Thermal and hydraulic machines. A.A. 2022/23, INGEGNERIA MECCANICA (MECHANICAL ENGINEERING). Titolare del corso
- Macchine a fluido. A.A. 2023/24, INGEGNERIA MECCANICA. Collaboratore del corso
- Macchine. A.A. 2017/18, INGEGNERIA MECCANICA. Collaboratore del corso
- Macchine. A.A. 2018/19, INGEGNERIA MECCANICA. Collaboratore del corso
- Macchine. A.A. 2019/20, INGEGNERIA MECCANICA. Collaboratore del corso
- Macchine. A.A. 2020/21, INGEGNERIA MECCANICA. Collaboratore del corso
- Macchine. A.A. 2021/22, INGEGNERIA MECCANICA. Collaboratore del corso
- Macchine. A.A. 2022/23, INGEGNERIA MECCANICA. Collaboratore del corso
Bachelor of Science
- Fondamenti di macchine a fluido. A.A. 2023/24, INGEGNERIA MECCANICA. Titolare del corso
- Sistemi energetici industriali. A.A. 2019/20, INGEGNERIA GESTIONALE. Collaboratore del corso
- Sistemi energetici industriali. A.A. 2020/21, INGEGNERIA GESTIONALE. Collaboratore del corso
- Fondamenti di macchine e di oleodinamica. A.A. 2017/18, INGEGNERIA MECCANICA. Titolare del corso
- Fondamenti di macchine e di oleodinamica. A.A. 2018/19, INGEGNERIA MECCANICA. Titolare 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. 2020/21, INGEGNERIA MECCANICA. Titolare del corso
- Fondamenti di macchine e di oleodinamica. A.A. 2021/22, INGEGNERIA MECCANICA. Titolare del corso
- Fondamenti di macchine e di oleodinamica. A.A. 2022/23, INGEGNERIA MECCANICA. Titolare del corso
- Thermal Machines. A.A. 2019/20, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
- Thermal Machines. A.A. 2020/21, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
- Thermal Machines. A.A. 2021/22, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
- Thermal Machines. A.A. 2022/23, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
- Thermal Machines. A.A. 2023/24, INGEGNERIA DELL'AUTOVEICOLO (AUTOMOTIVE ENGINEERING). Collaboratore del corso
Research
Research projects
Projects funded by competitive calls
- 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
- Salvatore Carusotto. Programme in Energetica (cycle 38, 2022-in progress)
- Giuseppe Di Luca. Programme in Energetica (cycle 38, 2022-in progress)
- Teodosio Nacci. Programme in Energetica (cycle 38, 2022-in progress)
- Matteo Acquarone. Programme in Energetica (cycle 37, 2021-in progress)
- Angelo Borneo. Programme in Energetica (cycle 37, 2021-in progress)
- Panagiotis Gallis. Programme in Energetica (cycle 37, 2021-in progress)
- Rosario Nastasi. Programme in Energetica (cycle 37, 2022-in progress)
- Tiziano Alberto Giuliacci. Programme in Energetica (cycle 36, 2020-in progress)
- Alessia Musa. Programme in Energetica (cycle 36, 2020-in progress)
- Nicola Rosafio. Programme in Energetica (cycle 36, 2020-in progress)
- Matteo Spano. Programme in Ingegneria Meccanica (cycle 36, 2020-in progress)
- Alessandro Falai. Programme in Energetica (cycle 35, 2019-in progress)
Thesis: Data driven techniques for on-board performance estimation and prediction in vehicular applications. - Claudio Maino. Programme in Energetica (cycle 34, 2018-2022)
Thesis: Hybrid and Electric Vehicles Optimal Design and Real-time Control based on Artificial Intelligence - Federico Miretti. Programme in Energetica (cycle 34, 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
- 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 - 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) - Misul, DANIELA ANNA; Baratta, Mirko; Xu, Jiajie; Fuerhapter, Alois; Heindl, Rene (2023)
Experimental and CFD Investigation of Fuel Mixing in an Optical-Access Direct-Injection NG Engine and Correlation with Test Rig Combustion and Performance Data. In: ENERGIES, vol. 16. ISSN 1996-1073
Contributo su Rivista - Acquarone, Matteo; Maino, Claudio; Misul, DANIELA ANNA; Spessa, Ezio; Mastropietro, ... (2023)
Influence of the Reward Function on the Selection of Reinforcement Learning Agents for Hybrid Electric Vehicles Real-Time Control. In: ENERGIES, vol. 16. ISSN 1996-1073
Contributo su Rivista - Falai, Alessandro; Misul, DANIELA ANNA (2023)
Data-Driven Model for Real-Time Estimation of NOx in a Heavy-Duty Diesel Engine. In: ENERGIES, vol. 16. ISSN 1996-1073
Contributo su Rivista - Falai, Alessandro; Giuliacci, Tiziano Alberto; Misul, Daniela Anna; Anselma, Pier ... (2022)
Reducing the computational cost for artificial intelligence-based battery state-of-health estimation in charging events. In: BATTERIES, vol. 8. ISSN 2313-0105
Contributo su Rivista - Di Maio, Dario; Stramaccioni, Elena; Misul, Daniela Anna; Napolitano, Pierpaolo; ... (2022)
A Multiphysics Co-Simulation Framework of a Gas Engine and Three-Way Catalyst toward a Complete Vehicle Design Model. In: MACHINES, vol. 10, pp. 852-876. ISSN 2075-1702
Contributo su Rivista - Miretti, Federico; Misul, Daniela (2022)
Robust Modeling for Optimal Control of Parallel Hybrids With Dynamic Programming. In: 2022 IEEE Transportation Electrification Conference & Expo (ITEC), Anaheim, CA, USA, 15-17 June 2022, pp. 1015-1020. ISBN: 978-1-6654-0560-7
Contributo in Atti di Convegno (Proceeding) - Musa, Alessia; Anselma, PIER GIUSEPPE; Spano, Matteo; Misul, DANIELA ANNA; Belingardi, ... (2022)
Cooperative Adaptive Cruise Control: A Gated Recurrent Unit Approach. In: 2022 IEEE Transportation Electrification Conference & Expo (ITEC), Anaheim, CA, USA, 15-17 June 2022, pp. 208-213. ISBN: 9781665405607
Contributo in Atti di Convegno (Proceeding) - Anselma, Pier Giuseppe; Spano, Matteo; Capello, Marco; Misul, Daniela; Belingardi, ... (2022)
Calibrating a Real-time Energy Management for a Heavy-Duty Fuel Cell Electrified Truck towards Improved Hydrogen Economy. In: 2022 SAE CO2 Reduction for Transportation Systems Conference, Torino, Italy, 21-22 June 2022. ISSN 0148-7191
Contributo in Atti di Convegno (Proceeding) - Carusotto, Salvatore; Goel, Prashant; Baratta, Mirko; Misul, DANIELA ANNA; Salvadori, ... (2022)
Combustion Characterization in a Diffusive Gas Turbine Burner for Hydrogen-Compliant Applications. In: ENERGIES, vol. 15. ISSN 1996-1073
Contributo su Rivista - Laveneziana, Lorenzo; Rosafio, Nicola; Salvadori, Simone; Misul, DANIELA ANNA; Baratta, ... (2022)
Conjugate Heat Transfer Analysis of the Aero-Thermal Impact of Different Feeding Geometries for Internal Cooling in Lifetime Extension Processes for Heavy-Duty Gas Turbines. In: ENERGIES, vol. 15. ISSN 1996-1073
Contributo su Rivista - Acquarone, Matteo; Anselma, Pier Giuseppe; Miretti, Federico; Misul, Daniela (2022)
Battery temperature aware equivalent consumption minimization strategy for mild hybrid electric vehicle powertrains. In: 2022 IEEE Vehicle Power and Propulsion Conference (VPPC), Merced (USA), 01-04 November 2022, pp. 1-6. ISBN: 978-1-6654-7587-7
Contributo in Atti di Convegno (Proceeding) - Acquarone, Matteo; Borneo, Angelo; Misul, Daniela Anna (2022)
Acceleration control strategy for Battery Electric Vehicle based on Deep Reinforcement Learning in V2V driving. In: 2022 IEEE Transportation Electrification Conference and Expo, ITEC 2022, Anaheim, CA, USA, 15-17 June 2022, pp. 202-207
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) - Spano, Matteo; Musa, Alessia; Anselma, PIER GIUSEPPE; Misul, DANIELA ANNA; Belingardi, ... (2021)
Battery Electric Vehicles Platooning: Assessing Capability of Energy Saving and Passenger Comfort Improvement. In: 2021 AEIT International Conference on Electrical and Electronic Technologies for Automotive (AEIT AUTOMOTIVE), Torino (IT), 17-19 Novembre 2021. ISBN: 978-88-87237-52-8
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 Claudio Maino Daniela Anna Misul Alessia Musa Ezio Spessa