Profile
Position: Professore Ordinario
Unit: Dipartimento di Ingegneria dell'Energia, dei Sistemi, del Territorio e delle Costruzioni
Scientific-disciplinary sector: Elettrotecnica IIET-01/A
Positions
- Presidente del Consiglio Aggregato - Scienze Marittime e Navali (Laurea)
- Presidente del Consiglio Aggregato - Scienze Marittime e Navali (Laurea)
Mauro Tucci was born in Rosario, Argentina, in 1981. He graduated in Automation Engineering in 2004, and he achieved the PH.D. in Applied Electromagnetics in 2008 at the University of Pisa. In 2010 he joined the Department of Electrical Systems and Automation of the University of Pisa.
Currently he is Associate professor at DESTEC, Univetsity of Pisa, where he teaches the courses of Diagnostics and Monitoring of Electrical Systems and Devices and Circuit Theory (Elettrotecnica).
Mauro Tucci is IEEE Senior Member, and he is author and coauthor of more than 80 papers published on international journals and on the proceedings of international conferences.
A significant research interest of Mauro Tucci is in Powerline Communications (PLC). Other research areas of Mauro Tucci are neural networks, signal analysis for nondestructive testing, transmission lines, nonlinear circuit analysis and uncertain parameters systems analysis, magnetic levitation systems, evolutionary optimization algorithms, forecasting, renewable energy production plants, and wireless power transfer.
Currently he is Associate professor at DESTEC, Univetsity of Pisa, where he teaches the courses of Diagnostics and Monitoring of Electrical Systems and Devices and Circuit Theory (Elettrotecnica).
Mauro Tucci is IEEE Senior Member, and he is author and coauthor of more than 80 papers published on international journals and on the proceedings of international conferences.
A significant research interest of Mauro Tucci is in Powerline Communications (PLC). Other research areas of Mauro Tucci are neural networks, signal analysis for nondestructive testing, transmission lines, nonlinear circuit analysis and uncertain parameters systems analysis, magnetic levitation systems, evolutionary optimization algorithms, forecasting, renewable energy production plants, and wireless power transfer.
Teaching
Teaching activity
Teaching responsibility for modules/courses
- Elettrotecnica - corso itc-l an (cod. 091II) per Laurea in Ingegneria delle telecomunicazioni
- Intelligenza artificiale per la diagnostica in ingegneria elettrica (cod. 955II) per Laurea Magistrale in Ingegneria elettrica
- Elettrotecnica (cod. 781II) per Laurea in Scienze marittime e navali
Student consultation hours
Mode of office hours:
Location: Ufficio personale, Piano 4, DESTEC, polo A
Time: Ingegneria Biomedica: martedì dalle 10:30 alle 12:30
Research
Publications
- Monitoring Hydropower Plants with LSTM-Based Time-series Forecasting (Hajimohammadali, Fatemeh; Tucci, Mauro; Fontana, Nunzia; Crisostomi, Emanuele - 2024 - 4.1 Contributo in Atti di convegno)
- Synthesis of Boundary Conditions in Magnetics: a Neural Network Approach (Di Barba, P.; Mognaschi, M. E.; Barmada, S.; Fontana, N.; Tucci, M. - 2024 - 4.1 Contributo in Atti di convegno)
- Hybrid Boundary Element - Physics Informed Neural Network Formulation for Electromagnetics Problems (Barmada, S.; Tucci, M.; Formisano, A.; Di Barba, P.; Mognaschi, M. E. - 2024 - 4.1 Contributo in Atti di convegno)
- Analyzing the Impact of Training Data Availability on Machine Learning Models Accuracy for Regional Photovoltaic Production Forecast (Taheri, N.; Piazzi, A.; Tucci, M. - 2024 - 4.1 Contributo in Atti di convegno)
- Enhancing Regional Wind Power Forecasting through Advanced Machine-Learning and Feature-Selection Techniques (Taheri, N.; Tucci, M. - 2024 - 1.1 Articolo in rivista)
- A Novel Hybrid Boundary Element - Physics Informed Neural Network Method for Numerical Solutions in Electromagnetics (Barmada, S.; Dodge, S.; Tucci, M.; Formisano, A.; Di Barba, P.; Evelina Mognaschi, M. - 2024 - 1.1 Articolo in rivista)
- Enhanced prediction of transformers vibrations under complex operating conditions (Rao, Shaowei; Yang, Shiyou; Tucci, Mauro; Marracci, Mirko; Barmada, Sami - 2024 - 1.1 Articolo in rivista)
- Evaluating Deep Learning Networks Versus Hybrid Network for Smart Monitoring of Hydropower Plants (Hajimohammadali, Fatemeh; Crisostomi, Emanuele; Tucci, Mauro; Fontana, Nunzia - 2024 - 1.1 Articolo in rivista)
- A Source Identification Problem in Magnetics Solved by Means of Deep Learning Methods (Barmada, Sami; Di Barba, Paolo; Fontana, Nunzia; Evelina Mognaschi, Maria; Tucci, Mauro - 2024 - 1.1 Articolo in rivista)
- Machine Learning Approaches for Inverse Problems and Optimal Design in Electromagnetism (Formisano, A.; Tucci, M. - 2024 - 1.1 Articolo in rivista)