Department of Information Engineering, Electronics and Telecommunications – “Sapienza” University of Rome, Rome, Italy – antonello.rizzi@uniroma1.it

Antonello Rizzi (M'99-SM'17) since July 2010 has been with the Department of Information Engineering, Electronics and Telecommunications (DIET), ``Sapienza" University of Rome as an Assistant Professor. Currently, he serves as an Associate Professor at DIET. Since 2008, he is the scientific coordinator and R\&D technical director in the Intelligent Systems Laboratory within the Research Center for Sustainable Mobility of Lazio region, Italy. His major research interests are in computational intelligence and pattern recognition, including supervised and unsupervised machine learning techniques, neural networks, fuzzy systems, and evolutionary algorithms, with application in smart grids and microgrids modeling and control, intelligent systems for sustainable mobility, battery management systems. His research activity concerns the design of automatic modeling systems, focusing on classification, clustering, function approximation, and prediction problems. He is currently working on smart grids and microgrids modeling and control, intelligent systems for sustainable mobility, battery management systems, granular computing, data mining and knowledge discovery, computational biology, machine learning in non-metric spaces, graph and sequence matching, agent-based clustering, parallel and distributed computing.

Department of Information Engineering, Electronics and Telecommunications – “Sapienza” University of Rome, Rome, Italy – enrico.desantis@uniroma1.it

Enrico De Santis (Member, IEEE) received the M.A.Sc. (Hons.) and the Ph.D. degrees in Information and Communication engineering from "Sapienza" University of Rome (Italy) and worked as an assistant researcher and successively as a postdoc with the Department of Computer Science at Toronto Metropolitan University (Toronto, Canada). Currently, he holds a researcher position with the Department of Information Engineering, Electronics and Telecommunications (DIET) at "Sapienza". His research interests include artificial intelligence, complex systems and data-driven modeling, natural language processing, computational intelligence, neural networks and fuzzy systems with application in smart grids and predictive maintenance. Since 2017, he has joined an innovative startup at "Sapienza" University as CTO, dealing with the management of Artificial Intelligence projects in production environments.

Department of Information Engineering, Electronics and Telecommunications – “Sapienza” University of Rome, Rome, Italy – antonino.capillo@uniroma1.it

Antonino Capillo is a postdoc researcher at the Department of Electronic Information Engineering and Telecommunications (DIET) at the "Sapienza" University of Rome. His research covers the Synthesis of Energy Management Systems in residential microgrids, specifically for Renewable Energy Communities, optimized by Evolutionary Fuzzy Systems. A Particular focus is on AI grey-box systems based on Fuzzy Rules, aiming at a better explainability and reliability of Machine Learning techniques. Currently, Antonino's research covers the task of applying Multi-Objective Optimization procedures, with the purpose of maximizing the Microgrid auto-consumption and of minimizing the prosumer overall costs in real-world scenarios. Antonino's skills range from basic research to complex application projects in the field of Renewable Energy Communities and complex systems.