Lorenzo Bottaccioli

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 38

Top Topics

Reinforcement Learning

Top Venues

Expert Syst. Appl.

Publications

Luca Barbierato, Daniele Salvatore Schiera, Matteo Orlando, Andrea Lanzini, Enrico Pons, Lorenzo Bottaccioli, Edoardo Patti
Facilitating Smart Grids Integration Through a Hybrid Multi-Model Co-Simulation Framework. IEEE Access 12 (2024)
Francesco M. Solinas, Alberto Macii, Edoardo Patti, Lorenzo Bottaccioli
An online reinforcement learning approach for HVAC control. Expert Syst. Appl. 238 (Part A) (2024)
Cristina Becchio, Lorenzo Bottaccioli, Marta Bottero, Giulio Cavana, Giovanna Fancello, Alessandro Sciullo
Renewable Energy Communities: An Urban Capability-Based Approach to Evaluate Differential Participation in Cities. ICCSA (Workshops 7) (2024)
Alfonso Gijón, Simone Eiraudo, Antonio Manjavacas, Lorenzo Bottaccioli, Andrea Lanzini, Miguel Molina-Solana, Juan Gómez-Romero
Explainable Hybrid Semi-parametric Model for Prediction of Power Generated by Wind Turbines. ICCS (5) (2024)
Andrea Bellagarda, Donato Grassi, Alessandro Aliberti, Lorenzo Bottaccioli, Alberto Macii, Edoardo Patti
Effectiveness of neural networks and transfer learning to forecast photovoltaic power production. Appl. Soft Comput. 149 (Part A) (2024)
Matteo Orlando, Lorenzo Bottaccioli, Stefano Quer, Massimo Poncino, Sara Vinco, Edoardo Patti
A Framework for Economic and Environmental Benefit Through Renewable Energy Community. IEEE Syst. J. 17 (4) (2023)
Luca Barbierato, Enrico Pons, Ettore Francesco Bompard, Vetrivel Subramaniam Rajkumar, Peter Palensky, Lorenzo Bottaccioli, Edoardo Patti
Exploring Stability and Accuracy Limits of Distributed Real-Time Power System Simulations via System-of-Systems Cosimulation. IEEE Syst. J. 17 (2) (2023)
Rafael Natalio Fontana Crespo, Davide Cannizzaro, Lorenzo Bottaccioli, Enrico Macii, Edoardo Patti, Santa Di Cataldo
A Distributed Software Platform for Additive Manufacturing. ETFA (2023)
Rafael Natalio Fontana Crespo, Alessandro Aliberti, Lorenzo Bottaccioli, Enrico Macii, Giorgio Fighera, Edoardo Patti
LSTM for Grid Power Forecasting in Short-Term from Wave Energy Converters. COMPSAC (2023)
Claudia De Vizia, Edoardo Patti, Enrico Macii, Lorenzo Bottaccioli
A User-Centric View of a Demand Side Management Program: From Surveys to Simulation and Analysis. IEEE Syst. J. 16 (2) (2022)
Claudia De Vizia, Alberto Macii, Edoardo Patti, Lorenzo Bottaccioli
A hierarchical and modular agent-oriented framework for power systems co-simulations. Energy Inform. 5 (2022)
Luca Barbierato, Daniele Salvatore Schiera, Rossano Scoccia, Alessandro Margara, Lorenzo Bottaccioli, Edoardo Patti
COMET: Co-simulation of Multi-Energy Systems for Energy Transition. COMPSAC (2022)
Luca Barbierato, Pietro Rando Mazzarino, Marco Montarolo, Alberto Macii, Edoardo Patti, Lorenzo Bottaccioli
A comparison study of co-simulation frameworks for multi-energy systems: the scalability problem. Energy Inform. 5 (2022)
Matteo Orlando, Abouzar Estebsari, Enrico Pons, Marco Pau, Stefano Quer, Massimo Poncino, Lorenzo Bottaccioli, Edoardo Patti
A Smart Meter Infrastructure for Smart Grid IoT Applications. IEEE Internet Things J. 9 (14) (2022)
Matteo Orlando, Lorenzo Bottaccioli, Sara Vinco, Enrico Macii, Massimo Poncino, Edoardo Patti
Design of District-level Photovoltaic Installations for Optimal Power Production and Economic Benefit. COMPSAC (2021)
Claudia De Vizia, Edoardo Patti, Enrico Macii, Lorenzo Bottaccioli
A Win-Win Algorithm for Learning the Flexibility of Aggregated Residential Appliances. IEEE Access 9 (2021)
Marco Castangia, Alessandro Aliberti, Lorenzo Bottaccioli, Enrico Macii, Edoardo Patti
A compound of feature selection techniques to improve solar radiation forecasting. Expert Syst. Appl. 178 (2021)
Alessandro Aliberti, Daniele Fucini, Lorenzo Bottaccioli, Enrico Macii, Andrea Acquaviva, Edoardo Patti
Comparative Analysis of Neural Networks Techniques to Forecast Global Horizontal Irradiance. IEEE Access 9 (2021)
Mulugeta Weldezgina Asres, Million Abayneh Mengistu, Pino Castrogiovanni, Lorenzo Bottaccioli, Enrico Macii, Edoardo Patti, Andrea Acquaviva
Supporting Telecommunication Alarm Management System With Trouble Ticket Prediction. IEEE Trans. Ind. Informatics 17 (2) (2021)
Sara Vinco, Daniele Jahier Pagliari, Lorenzo Bottaccioli, Edoardo Patti, Enrico Macii, Massimo Poncino
A Microservices-Based Framework for Smart Design and Optimization of PV Installations. IEEE Trans. Sustain. Comput. 6 (4) (2021)
Davide Cannizzaro, Alessandro Aliberti, Lorenzo Bottaccioli, Enrico Macii, Andrea Acquaviva, Edoardo Patti
Solar radiation forecasting based on convolutional neural network and ensemble learning. Expert Syst. Appl. 181 (2021)
Tania Cerquitelli, Daniele Jahier Pagliari, Andrea Calimera, Lorenzo Bottaccioli, Edoardo Patti, Andrea Acquaviva, Massimo Poncino
Manufacturing as a Data-Driven Practice: Methodologies, Technologies, and Tools. Proc. IEEE 109 (4) (2021)
Francesco M. Solinas, Lorenzo Bottaccioli, Elisa Guelpa, Vittorio Verda, Edoardo Patti
Peak shaving in district heating exploiting reinforcement learning and agent-based modelling. Eng. Appl. Artif. Intell. 102 (2021)
Luca Barbierato, Daniele Salvatore Schiera, Edoardo Patti, Enrico Macii, Enrico Pons, Ettore Francesco Bompard, Andrea Lanzini, Romano Borchiellini, Lorenzo Bottaccioli
GAMES: A General-Purpose Architectural Model for Multi-energy System Engineering Applications. COMPSAC (2020)
Matteo Orlando, Lorenzo Bottaccioli, Edoardo Patti, Enrico Macii, Sara Vinco, Massimo Poncino
Optimal Configuration and Placement of PV Systems in Building Roofs with Cost Analysis. COMPSAC (2020)
Daniele Salvatore Schiera, Francesco Demetrio Minuto, Lorenzo Bottaccioli, Romano Borchiellini, Andrea Lanzini
Analysis of Rooftop Photovoltaics Diffusion in Energy Community Buildings by a Novel GIS- and Agent-Based Modeling Co-Simulation Platform. IEEE Access 7 (2019)
Donkyu Baek, Yukai Chen, Alberto Bocca, Lorenzo Bottaccioli, Santa Di Cataldo, Valentina Gatteschi, Daniele Jahier Pagliari, Edoardo Patti, Gianvito Urgese, Naehyuck Chang, Alberto Macii, Enrico Macii, Paolo Montuschi, Massimo Poncino
Battery-Aware Operation Range Estimation for Terrestrial and Aerial Electric Vehicles. IEEE Trans. Veh. Technol. 68 (6) (2019)
Lorenzo Bottaccioli, Santa Di Cataldo, Andrea Acquaviva, Edoardo Patti
Realistic Multi-Scale Modeling of Household Electricity Behaviors. IEEE Access 7 (2019)
Sara Vinco, Lorenzo Bottaccioli, Edoardo Patti, Andrea Acquaviva, Enrico Macii, Massimo Poncino
GIS-based optimal photovoltaic panel floorplanning for residential installations. DATE (2018)
Sara Vinco, Lorenzo Bottaccioli, Edoardo Patti, Andrea Acquaviva, Massimo Poncino
A Compact PV Panel Model for Cyber-Physical Systems in Smart Cities. ISCAS (2018)
Alessandro Aliberti, Lorenzo Bottaccioli, Giansalvo Cirrincione, Enrico Macii, Andrea Acquaviva, Edoardo Patti
Forecasting Short-term Solar Radiation for Photovoltaic Energy Predictions. SMARTGREENS (2018)
Alessandro Aliberti, Lorenzo Bottaccioli, Giansalvo Cirrincione, Enrico Macii, Andrea Acquaviva, Edoardo Patti
Non-linear Autoregressive Neural Networks to Forecast Short-Term Solar Radiation for Photovoltaic Energy Predictions. SMARTGREENS/VEHITS (Selected Papers) (2018)
Lorenzo Bottaccioli, Edoardo Patti, Enrico Macii, Andrea Acquaviva
Distributed Infrastructure for Multi-Energy-Systems Modelling and Co-simulation in Urban Districts. SMARTGREENS (2018)
Lorenzo Bottaccioli, Edoardo Patti, Enrico Macii, Andrea Acquaviva
GIS-Based Software Infrastructure to Model PV Generation in Fine-Grained Spatio-Temporal Domain. IEEE Syst. J. 12 (3) (2018)
Lorenzo Bottaccioli, Alessandro Aliberti, Francesca Ugliotti, Edoardo Patti, Anna Osello, Enrico Macii, Andrea Acquaviva
Building Energy Modelling and Monitoring by Integration of IoT Devices and Building Information Models. COMPSAC (1) (2017)
Lorenzo Bottaccioli, Enrico Macii, Edoardo Patti, Abouzar Estebsari, Enrico Pons, Andrea Acquaviva
PVInGrid: A Distributed Infrastructure for Evaluating the Integration of Photovoltaic Systems in Smart Grid. DoCEIS (2017)
Lorenzo Bottaccioli, Abouzar Estebsari, Enrico Pons, Ettore Bompard, Enrico Macii, Edoardo Patti, Andrea Acquaviva
A Flexible Distributed Infrastructure for Real-Time Cosimulations in Smart Grids. IEEE Trans. Ind. Informatics 13 (6) (2017)
Lorenzo Bottaccioli, Edoardo Patti, Michelangelo Grosso, Gaetano Rasconà, Angelo Marotta, Salvatore Rinaudo, Andrea Acquaviva, Enrico Macii
Distributed Software Infrastructure for Evaluating the Integration of Photovoltaic Systems in Urban Districts. SMARTGREENS (2016)
Lorenzo Bottaccioli, Edoardo Patti, Andrea Acquaviva, Enrico Macii, Matteo Jarre, Michel Noussan
A tool-chain to foster a new business model for photovoltaic systems integration exploiting an Energy Community approach. ETFA (2015)
Andrea Acquaviva, Daniele Apiletti, Antonio Attanasio, Elena Baralis, Lorenzo Bottaccioli, Federico Boni Castagnetti, Tania Cerquitelli, Silvia Chiusano, Enrico Macii, Dario Martellacci, Edoardo Patti
Energy Signature Analysis: Knowledge at Your Fingertips. BigData Congress (2015)