F. M. FRattale Mascioli
Fabio Massimo Frattale Mascioli was born in Rome, Italy, on June 13, 1963. He received the Laurea degree in Electronic Engineering in 1989 and the Ph.D.degree in Information and Communication Engineering in 1995 from the University "La Sapienza" of Rome. In 1996, he joined the DIET Department (ex INFOCOM) of the University "La Sapienza" of Rome as Assistant Professor (Rearcher) and in 2000 as Associate Professor. Since 2011, he has been Full Professor of Circuit Theory at the same department. His research interest mainly regards neural networks and neuro-fuzzy systems and their applications to clustering, classification and function approximation problems. Currently, he is also working on circuit modelling for vibration damping, energy conversion systems, electric and hybrid vehicles, energy-mobility integrated systems. He is author or co-author of more than 160 papers presented at international conferences or published in international scientific literature. From the 2007, he is the scientific director of the "Polo per la Mobilità Sostenibile della Regione Lazio" (Sustainable Mobility Polo of Lazio Region). He is currently the scientific coordinator of the European project "Life for Silver Coast".
Courses
Prof. Fabio Massimo Frattale Mascioli - Elettrotecnica, for Environmental and Industrial Engineering (Latina)
Prof. Fabio Massimo Frattale Mascioli - Teoria dei circuiti I-II, for Information Engineering (Latina)
I have never perfected an invention without first thinking about the service it would offer to others. First I try to understand what the world needs, and then I try to invent it. " Thomas Edison
The Sustainable Mobility Center is an international HUB that aims to feed and extend its network, placing innovation and research as engines of growth and competitiveness. POMOS is a hub for aggregation and dissemination of innovations from which the best experiences can be drawn to provide an opportunity and a response to new needs.
The Po.Mo.S. aims to carry out the technological transfer and pre-industrial development actions around the themes of sustainable mobility, energy efficiency and territorial planning, to support the technological transformations already underway such as electric mobility and new models for production and energy distribution.
A revolutionary system of sustainable mobility will interest, in the next few years, Isola del Giglio, Monte Argentario and Orbetello. These three municipalities, for the first time along with the citizens and those operating upon that territory, will implement an innovative plan aiming at creating a system of alternative and environmentally friendly transport.
The European Commission has approved the financing for the implementation of the pilot project “Life for Silver Coast”(LSC). The project, with an estimated cost of over 5 million euro, is based on the use of exclusively electrical vehicles that will make areas which are not currently reached by public transport, accessible especially to tourists.
Publications
A physically inspired equivalent neural network circuit model for SoC estimation of electrochemical cells
ENERGIES 2021
A white-box equivalent neural network circuit model for SoC estimation of electrochemical cells
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2020
Optimization strategies for microgrid energy management systems by genetic algorithms
APPLIED SOFT COMPUTING 2020
Microgrid energy management systems design by computational intelligence techniques
APPLIED ENERGY 2020
A generalized framework for ANFIS synthesis procedures by clustering techniques
APPLIED SOFT COMPUTING 2020
Prodotti per edilizia (capitolo 14) 2020
On the optimization of embedding spaces via information granulation for pattern recognition 2020
Classification and calibration techniques in predictive maintenance: A comparison between GMM and a custom one-class classifier 2020
Mining m-grams by a granular computing approach for text classification 2020
Nanogrids: A smart way to integrate public transportation electric vehicles into smart grids 2020
Intelligent energy flow management of a nanogrid fast charging station equipped with second life batteries
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS 2020
A novel neural networks ensemble approach for modeling electrochemical cells
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2019
FIS synthesis by clustering for microgrid energy management systems 2019
An improved PSO for flexible parameters identification of lithium cells equivalent circuit models 2019
ANFIS microgrid energy management system synthesis by hyperplane clustering supported by neurofuzzy min–max classifier
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE 2019
Efficient approaches for solving the large-scale k-medoids problem: Towards structured data 2019
Tecniche Neurofuzzy per la Sintesi di Energy Management Systems in Stazioni di Ricarica Rapida 2019
Il Progetto Europeo "Life For Silver Coast" 2019
Algoritmi di Intelligenza Computazionale per il Modellamento di Celle Elettrochimiche 2019
Distance matrix pre-caching and distributed computation of internal validation indices in k-medoids clustering 2018
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