Ph.D. in Ingegneria Informatica E Dei Sistemi , 38th cycle (2022-2025)
Ph.D. obtained in 2026
Dissertation:
Digital Twin Models for Marine Offshore Renewable (Abstract)
Tutors:
Enrico Macii Edoardo Patti
Research presentation:
PosterProfile
Research topic
Digital Twin models for Marine Offshore Renewable
Keywords
Biography
His main research interests include the Internet of Things, smart cities, cloud technologies and machine learning for energy production and the development of surrogate models.
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
- Programming for IoT applications. A.A. 2023/24, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
- Programming for IoT applications. A.A. 2024/25, ICT FOR SMART SOCIETIES (ICT PER LA SOCIETA' DEL FUTURO). Collaboratore del corso
- Programming for IoT applications. A.A. 2025/26, ICT ENGINEERING FOR SMART SOCIETIES. Collaboratore del corso
- Challenge@PoliTo by Firms - Spoke 2 - Blue Engineering Srl. A.A. 2024/25, INGEGNERIA GESTIONALE (ENGINEERING AND MANAGEMENT). Collaboratore del corso
Research
Research groups
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- Fontana Crespo, Rafael Natalio; Di Cataldo, Santa; Patti, Edoardo (2026)
An IoT ecosystem for data management of laser-based powder bed fusion of polymers. In: Fundamentals of Laser-Based Powder Bed Fusion of Polymers / Pei E., Seepersad C., Kleszczynski S., Lakomiec M., S.L., Elsevier, pp. 299-320. ISBN: 9780443299988
Contributo in Volume - Fontana Crespo, Rafael Natalio (2026)
Digital Twin Models for Marine Offshore Renewable. relatore: MACII, Enrico; PATTI, EDOARDO; , 38. XXXVIII Ciclo, P.: 306
Doctoral Thesis - Gaggini, Francesco; Crespo, Rafael Natalio Fontana; Calo, Matteo; Gentile, Vincenzo ... (2025)
An Internet of Things Ecosystem for Atmospheric Water Generators. In: IEEE ACCESS, vol. 13, pp. 77565-77581. ISSN 2169-3536
Contributo su Rivista - FONTANA CRESPO, RAFAEL NATALIO; Aliberti, Alessandro; Bottaccioli, Lorenzo; Pasta, ... (2024)
A comparative analysis of Machine Learning Techniques for short-term grid power forecasting and uncertainty analysis of Wave Energy Converters. In: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, vol. 138, Part A. ISSN 0952-1976
Contributo su Rivista - FONTANA CRESPO, RAFAEL NATALIO; Luo, Yingjun; Baracani, Manuela; Squillari, Paolo; ... (2024)
A Distributed IoT Software Infrastructure for Multi-Purpose Services in Multi-Energy Systems. In: 2024 IEEE International Conference on Environment and Electrical Engineering and 2024 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe), Rome (ITA), 17-20 June, 2024. ISBN: 979-8-3503-5518-5
Contributo in Atti di Convegno (Proceeding) - FONTANA CRESPO, RAFAEL NATALIO; Aliberti, Alessandro; Bottaccioli, Lorenzo; Macii, ... (2023)
LSTM for Grid Power Forecasting in Short-Term from Wave Energy Converters. In: 47th IEEE Annual Computers, Software, and Applications Conference (COMPSAC 2023), Torino (Italy), 27-29 June 2023, pp. 1495-1500. ISBN: 979-8-3503-2697-0
Contributo in Atti di Convegno (Proceeding) - FONTANA CRESPO, RAFAEL NATALIO; Cannizzaro, Davide; Bottaccioli, Lorenzo; Macii, Enrico; ... (2023)
A Distributed Software Platform for Additive Manufacturing. In: IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2023), Sinaia, Romania, 12-15 September 2023. ISBN: 979-8-3503-3991-8
Contributo in Atti di Convegno (Proceeding)