Fabrizio Bonacina | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Deep anomaly detection in horizontal axis wind turbines using Graph Convolutional Autoencoders for Multivariate Time series	ENERGY AND AI	2022
Unsupervised feature selection of multi-sensor scada data in horizontal axis wind turbine condition monitoring	Proceedings of the ASME Turbo Expo	2022
On the use of artificial Intelligence for condition monitoring in horizontal-axis wind turbines	IOP Conference series. Earth and environmental science	2022
Energy profiling of end-users in service and industry sectors with use of Complex Network Analysis	Volume 312 (2021)	2021
An application of data-driven analysis in road tunnels monitoring	Proceedings of the International Conference on Industrial Engineering and Operations Management Rome, Italy, August 2-5, 2021	2021
Time series clustering. A complex network-based approach for feature selection in multi-sensor data	MODELLING	2020
Complex network analysis of photovoltaic plant operations and failure modes	ENERGIES	2019
Internal combustion engine sensor network analysis using graph modeling	ENERGY PROCEDIA	2017
Energy rating of a water pumping station using multivariate analysis	ENERGY PROCEDIA	2017
Multivariate KPI for energy management of cooling system in food industry	ENERGY PROCEDIA	2016
Industrial energy management systems in Italy: state of the art and perspective	ENERGY PROCEDIA	2015
Multivariate Key Performance Indicator of Baking Process	ENERGY PROCEDIA	2015
Diagnosi energetiche in conformità al D.Lgs. 102/14	Reloader Magazine	2015