Publications | Matteo De Felice's Website

L. Ponti, A. Dell'Aquila, M., De Felice, P. Ruti, B. Basso, A. P. Gutierrez, S. Calmanti, A. Graça, J. López Nevado, C. Monotti. Turning climate-related information into added value for traditional Mediterranean grape, olive, and durum wheat food systems. Climate Services, 2024.

M., De Felice, D. Koolen, K. Kanellopoulos, A. Zucker. Climate variability on Fit for 55 European power systems. PLOS One, 2023.

J. Kapica, J. Jurasz, F. A. Canales, H. Bloomfield, M. Guezgouz, M., De Felice, Z. Kobus. The potential impact of climate change on European renewable energy droughts. Renewable and Sustainable Energy Reviews, 2023.

L. Dubus, Y-M Saint-Drenan, A. Troccoli, M., De Felice, Y. Moreau, L. Ho-Tran, C. Goddess, R. Amaro e Silva, L. Sanger. C3S Energy: A climate service for the provision of power supply and demand indicators for Europe based on the ERA5 reanalysis and ENTSO-E data. Meteorological Applications, 2023.

Agne Toleikyte, Juan Carlos Roca Reina, Jonathan Volt, Johan Carlsson, Lorcan Lyons, Andrea Gasparella, Derck Koolen, Matteo De Felice, Daliys Tarvydas, Veronika Czako, Georgio Koukoufikis, Anna Kuokkanen, Simon Letout. The Heat Pump Wave: Opportunities and Challenges. JRC Technical Report, 2023.

Derck Koolen, Matteo De Felice, Sebastian Busch. Flexibility requirements and the role of storage in future European power systems. JRC Technical Report, 2023.

Gustavo Naumann, Guillermo Podesta, Jose Marengo, Juerg Luterbachter, Davide Bavera, Juan Acosta Navarro, Carolina Arias-Muñoz, Paulo Barbosa, Carmelo Cammalleri, Luz Adriana Cuartas, M. De Estrada, Matteo De Felice, Alfred De Jager, Cristian Escobar, Guido Fioravanti, Leandro Giordano, Arthur Hrast Essenfelder, Cecilia Hidalgo, Osvaldo Luiz Leal De Morales, Willem Maetens, Diego Magni, Dario Masante, Marco Mazzeschi, Marisol Osman, Lauro Rossi, Marcelo Seluchi, Maria De Los Milagros Skansi, Pablo Spennemann, Jonathan Spinoni, Andrea Toreti, Carolina Vera. Extreme and long-term drought in the La Plata Basin: event evolution and impact assessment until September 2022. JRC Technical Report, 2023.

Maialen Iturbide, Jesús Fernández, José M. Gutiérrez, Anna Pirani, David Huard, Alaa Al Khourdajie, Jorge Baño-Medina, Joaquin Bedia, Ana Casanueva, Ezequiel Cimadevilla, Antonio S. Cofiño, Matteo De Felice, Javier Diez-Sierra, Markel García-Díez, James Goldie, Dimitris A. Herrera, Sixto Herrera, Rodrigo Manzanas, Josipa Milovac, Aparna Radhakrishnan, Daniel San-Martín, Alessandro Spinuso, Kristen Thyng, Claire Trenham, Özge Yelekçi. Implementation of FAIR principles in the IPCC: The WGI AR6 Atlas repository. Nature Scientific Data, 2022.

P. E. Bett, H. E. Thornton, A. Troccoli, M., De Felice, E. Suckling, L. Dubus, Y-M Saint-Drenan, D. J. Brayshaw. A simplified seasonal forecasting strategy, applied to wind and solar power in Europe. Climate Services, 2022.

Andrea Toreti, Dario Masante, Juan Acosta Navarro, Davide Bavera, Carmelo Cammalleri, Alfred De Jager, Chiara Di Ciollo, Arthur Hrast Essenfelder, Willem Maetens, Diego Magni, Marco Mazzeschi, Jonathan Spinoni, Matteo De Felice. Drought in Europe July 2022. GDO Analytical Report, 2022.

J. Jurasz, A. Kies, Matteo De Felice. Complementary behavior of solar and wind energy based on the reported data on the European level — a country-level analysis. Complementarity of Variable Renewable Energy Sources, 2022.

Georgia Kakoulaki, Rocio Gonzalez-Sanchez, Ana Gracia Amillo, Sándor Szabó, Matteo De Felice, Fabio Farinosi, Luca De Felice, Berny Bisselink, Roman Seliger, Ioannis Kougias, Arnulf Jäger-Waldau. Benefits of Pairing Floating Solar Photovoltaic with Hydropower Reservoirs in Europe (National and Regional Level). SSRN, 2022.

Konstantinos Kanellopoulos, Sebastian Busch, Matteo De Felice, Sergio Giaccaria, Anca Costescu. Blending hydrogen from electrolysis into the European gas grid. JRC Technical Report, 2022.

Konstantinos Kanellopoulos, Sebastian Busch, Matteo De Felice, Derck Koolen. Simulating the electricity price hike in 2021. JRC Technical Report, 2022.

Konstantinos Kanellopoulos, Sergio Giaccaria, Matteo De Felice, Anca Costescu. The impact of PCI projects on the current and future European power & gas systems. JRC Technical Report, 2021.

L. Dubus, Y-M. Saint-Drenan, A. Troccoli, Matteo De Felice, Y. Moreau, L. Ho, C. Goodess, L. Sanger. C3S energy: an operational service to deliver power demand and supply for different electricity sources, time and spatial scales over Europe. EarthArXiv, 2021.

M. Pavičević, Matte De Felice, S. Busch, I. Hidalgo-González, S. Quoilin. Water-Energy nexus in African Power Pools – The Dispa-SET Africa model. Energy, 2021.

Andrea Alessandri, Franco Catalano, Matteo De Felice, Bart Van Den Hurk, G. Balsamo. Varying snow and vegetation signatures of surface albedo feedback on the Northern Hemisphere land warming. ERL, 2020.

H.C., Bloomfield, P.L.M., Gonzalez, J.K., Lundquist, L.P., Stoop, J., Browell, R., Dargaville, M., De Felice, K., Gruber, A., Hilbers, A, Kies, M., Panteli, H.E., Thornton, J., Wohland, M., Zeyringer, D.J., Brayshaw. The importance of weather and climate to energy systems: A workshop on Next Generation Challenges in Energy-Climate Modelling. BAMS, 2020.

Matteo De Felice. Hydropower information for power system modelling: the JRC-EFAS-Hydropower dataset. EarthArXiv, 2020.

K. Kanellopoulos, K. Kavvadias, Matteo De Felice. Wind and other CO2-free assets replacing coal in 2030. JRC Technical Report, 2020.

H.C., Bloomfield, D.J., Brayshaw, A. Troccoli, C.M. Goddess, Matteo De Felice, L. Dubus, P.E. Bett, Y.-M. Saint-Drenan. Quantifying the sensitivity of european power systems to energy scenarios and climate change projections. Renewable Energy, 2020.

S. Busch, Matteo De Felice, I. H. Gonzalez. Analysis of the water-power nexus in the Southern African Power Pool. JRC Technical Report, 2020.

M. Pavičević, Matteo De Felice, I. Hidalgo-González, K. Kavvadias, S. Quoilin. Investigation of Synergies Between Water and Energy Sectors in North, East and Central African Power Pools – Soft Linking Between the Dispa-SET Model and LISFLOOD and TEMBA Models". Conference on Sustainable Development of Energy, Water and Environmental Systems, Cologne, 2020.

Matteo De Felice, S. Busch, K. Kanellopoulos, K. Kavvadias, I. H. Gonzalez. Power system flexibility in a variable climate. JRC Technical Report, 2020.

L. Ho, L. Dubus, Matteo De Felice, A. Troccoli. Reconstruction of Multidecadal Country-Aggregated Hydro Power Generation in Europe Based on a Random Forest Model. Energies, 2020.

K. Kanellopoulos, K. Kavvadias, F. Careri, Matteo De Felice, S. Busch, I. H. Gonzalez. The operation of the European Power System in 2016. JRC Technical Report, 2019.

M. Sciortino, Matteo De Felice, L. De Cecco, F. Borfecchia. Remote sensing for monitoring and mapping Land Productivity in Italy: A rapid assessment methodology. CATENA, 2019.

Marco Pierro, Matteo De Felice, Enrico Maggioni, David Moser, Alessandro Perotto, Francesco Spada, Cristina Cornaro. Residual load probabilistic forecast for reserve assessment: a real case study. Renewable Energy, 2019.

C.M. Goodess, Alberto Troccoli, C. Acton, J.A. Añel, P.E. Bett, D.J., Brayshaw, Matteo De Felice, S.R. Dorling, Laurent Dubus, L. Penny, B. Percy, T. Ranchin, C. Thomas, M. Trolliet, L. Wald. Advancing climate services for the European renewable energy sector through capacity building and user engagement. Climate Services, 2019.

Konstantinos Kanellopoulos, Matteo De Felice, Ignacio Hidalgo Gonzalez, Andrei Bocin Dumitriu, Andreas Uihlein. The Joint Research Centre Power Plant Database (JRC-PPDB). JRC Technical Report, 2019.

Matteo De Felice, Marta Bruno Soares, Andrea Alessandri, Alberto Troccoli. Scoping the potential usefulness of seasonal climate forecasts for solar power management. Renewable Energy, 2019.

P. Bett, H. Thornton, A. Troccoli, M., De Felice, E. Suckling, L. Dubus, Y-M. Saint-Drenan, D. J. Brayshaw. A simplified seasonal forecasting strategy, applied to wind and solar power in Europe. Submitted to Climate Services, 2019.

Matteo De Felice, Iratxe Gonzalez-Aparicio, Thomas Huld, Sebastian Busch, Ignacio Hidalgo Gonzalez. Analysis of the water-power nexus in the West African power pool. JRC Technical Report, 2019.

Davide Magagna, Giovanni Bidoglio, Ignacio Hidalgo Gonzalez, Efstathios Peteves, Marko Adamovic, Bernard Bisselink, Matteo De Felice, Arie De Roo, Chiara Dorati, Daniele Ganora, Hrvoje Medarac, Alberto Pistocchi, Wouter Van De Bund, Davy Vanham. Water – Energy Nexus in Europe. JRC Technical Report, 2019.

Matteo De Felice, Laurent Dubus, Emma Suckling, Alberto Troccoli. The impact of the North Atlantic Oscillation on European hydro-power generation. EarthArXiV pre-print, 2018.

Matteo De Felice, Carlo Buontempo. What is users' next best alternative to the use of dynamical seasonal predictions?. EarthArXiV pre-print, 2018.

Marco Pierro, Matteo De Felice, Enrico Maggioni, David Moser, Alessandro Perotto, Francesco Spada, Cristina Cornaro. Photovoltaic generation forecast for power transmission scheduling: A real case study. Solar Energy, 2018.

Andrea Alessandri, Matteo De Felice, Franco Catalano, June-Yi Lee, Bin Wang, Doo Young Lee, Jin-Ho Yoo, Antje Weisheimer. Grand European and Asian-Pacific multi-model seasonal forecasts: maximization of skill and of potential economical value to end-users. Climate Dynamics, 2017.

Simon Pezzutto, Matteo De Felice, Reza Fazeli, Lukas Kranzl, Stefano Zambotti. Status quo of the air-conditioning market in europe: Assessment of the building stock. Energies, 2017.

Marco Pierro, Francesco Bucci, Matteo De Felice, Enrico Maggioni, David Moser, Alessandro Perotto, Francesco Spada, Cristina Cornaro. Deterministic and stochastic approaches for day-ahead solar power forecasting. Journal of Solar Energy Engineering, 2017.

Marco Pierro, Francesco Bucci, Matteo De Felice, Enrico Maggioni, David Moser, Alessandro Perotto, Francesco Spada, Cristina Cornaro. Data-driven upscaling methods for regional photovoltaic power estimation and forecast using satellite and numerical weather prediction data. Solar Energy, 2017.

Simon Pezzutto, Reza Fazeli, Matteo De Felice, Wolfram Sparber. Future development of the air-conditioning market in Europe: an outlook until 2020. Wiley Interdisciplinary Reviews: Energy and Environment, 2016.

Simon Pezzutto, Reza Fazeli, Matteo De Felice. Smart City Projects Implementation in Europe: Assessment of Barriers and Drivers. International Journal of Contemporary Energy, 2016.

Franco Catalano, Andrea Alessandri, Matteo De Felice, Z. Zhu, R.B. Myneni. Observationally based analysis of land-atmosphere coupling. Earth System Dynamics, 2016.

Andrea Alessandri, Franco Catalano, Matteo De Felice, Bart Van Den Hurk, Francisco Doblas Reyes, Souhail Boussetta, Gianpaolo Balsamo, Paul A Miller. Multi-scale enhancement of climate prediction over land by increasing the model sensitivity to vegetation variability in EC-Earth. Climate Dynamics, 2016.

Marco Pierro, Francesco Bucci, Matteo De Felice, Enrico Maggioni, David Moser, Alessandro Perotto, Francesco Spada, Cristina Cornaro. Multi-Model Ensemble for day ahead prediction of photovoltaic generation. Solar Energy, 2016.

Matteo De Felice, Antonio Cocco. Sviluppo sostenibile e cambiamento climatico in Sardegna. Le previsioni climatiche e il loro impatto di una governance sostenibile. Rapporto Tecnico, 2015.

Matteo De Felice, Marcello Petitta, Paolo M. Ruti. Short-term predictability of photovoltaic production over Italy. Renewable Energy, 2015.

M., De Felice, A. Alessandri, F. Catalano. Seasonal climate forecasts for medium-term electricity demand forecasting. Applied Energy, 2015.

M. Castelli, L. Vanneschi, M., De Felice. Forecasting short-term electricity consumption using a semantics-based genetic programming framework: The South Italy case. Energy Economics, 2015.

R. Iacono, M., De Felice. Constructing analytic approximate solutions to the Lane-Emden equation. Physics Letters A, 2015.

Simon Pezzutto, Agne Toleikyte, Matteo De Felice. Assessment of the space heating and cooling market in the EU28: a comparison between EU15 and EU13 member states. REMOO 2015: Technological, Modelling and Experimental Achievements in Energy Generation Systems, 2015.

Simon Pezzutto, Agne Toleikyte, Matteo De Felice. Assessment of the space heating and cooling market in the EU28: a comparison between EU15 and EU13 member states. International Journal of Contemporary Energy, 2015.

Andrea Alessandri, Matteo De Felice, Ning Zeng, Annarita Mariotti, Yutong Pan, Annalisa Cherchi, June-Yi Lee, Bin Wang, Kyung-Ja Ha, Paolo Ruti, others. Robust assessment of the expansion and retreat of Mediterranean climate in the 21st century. Nature Scientific Reports, 2014.

R. Iacono, M., De Felice. Approximate analytic solutions to the isothermal Lane--Emden equation. Celestial Mechanics and Dynamical Astronomy, 2014.

M., De Felice, A. Alessandri, P.M. Ruti. Electricity Demand Forecasting over Italy: Potential Benefits using Numerical Weather Prediction models. Electric Power Systems Research, 2013.

Anastasia Athanasiou, Matteo De Felice, Giuseppe Oliveto, Pietro S. Oliveto. Dynamical Modeling and Parameter Identification of Seismic Isolation Systems by Evolution Strategies. Computational Intelligence: Revised and Selected Papers of the International Joint Conference, IJCCI 2011, Paris, France, October 24-26, 2011, 2013.

P. M. Ruti, M., De Felice. Climate and Energy Production - A Climate Services Perspective. Climate Vulnerability: Understanding and Addressing Threats to Essential Resources, 2013.

Matteo De Felice, Sandro Meloni, Stefano Panzieri. Influence of Topological Features on Spatially-Structured Evolutionary Algorithms Dynamics. ArXiv e-prints, 2012.

Antonia Azzini, Matteo De Felice, Andrea G.B. Tettamanzi. A Comparison between Nature-Inspired and Machine Learning Approaches to Detecting Trend Reversals in Financial Time Series. Natural Computing in Computational Finance, 2012.

M., De Felice, X. Yao. Short-Term Load Forecasting with Neural Network Ensembles: A Comparative Study. Computational Intelligence Magazine, IEEE, 2011.

Matteo De Felice. Smart Grids: Le Criticitá nella Gestione dei Dati. Safety & Security, n. 36,, 2011.

Matteo De Felice, Ilaria Bertini, Alessandro Pannicelli, Stefano Pizzuti. Soft Computing based optimisation of combined cycled power plant start-up operation with fitness approximation methods. Applied Soft Computing, 2011.

Ilaria Bertini, Matteo De Felice, Alessandro Pannicelli, Stefano Pizzuti. Optimizing the start-up operations of combined cycle power plants using soft computing methods. Logic Journal of IGPL, 2011.

M., De Felice, X. Yao. Neural Networks Ensembles for Short-Term Load Forecasting. IEEE Symposium Series in Computational Intelligence 2011 (SSCI 2011), 2011.

A. Athanasiou, M., De Felice, G. Oliveto, P. S. Oliveto. Evolutionary Algorithms For The Identification Of Structural Systems In Earthquake Engineering. International Conference on Evolutionary Computation Theory and Applications, 2011.

Matteo De Felice, Sandro Meloni, Stefano Panzieri. Effect of topology on diversity of spatially-structured evolutionary algorithms. Proceedings of the 13th annual conference on Genetic and evolutionary computation, 2011.

Giovanni Stracquadanio, Angelo La Ferla, Matteo De Felice, Giuseppe Nicosia. Design of Robust Space Trajectories. Research and Development in Intelligent Systems XXVIII, 2011.

Ilaria Bertini, Matteo De Felice, Stefano Pizzuti. Combining Back-Propagation and Genetic Algorithms to Train Neural Networks for Start-Up Time Modeling in Combined Cycle Power Plants. ESANN 2010 proceedings, European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning, 2010.

Ilaria Bertini, Matteo De Felice, Fabio Moretti, Stefano Pizzuti. Start-Up Optimisation of a Combined Cycle Power Plant with Multiobjective Evolutionary Algorithms. Applications of Evolutionary Computation, 2010.

I. Bertini, F. Ceravolo, M. Citterio, M., De Felice, B. Di Pietra, F. Margiotta, S. Pizzuti, G. Puglisi. Ambient temperature modelling with soft computing techniques. Solar Energy, 2010.

Antonia Azzini, Matteo De Felice, Andrea G.B. Tettamanzi. A Study of Nature-Inspired Methods for Financial Trend Reversal Detection. Applications of Evolutionary Computation, 2010.

Antonia Azzini, A.G.B. Tettamanzi, Matteo De Felice. Tecniche di soft computing per riconoscimento di anomalie : una prima analisi. Modelli, sistemi e applicazioni di Vita Artificiale e Computazione Evolutiva: WIVACE 2009, 2009.

Antonia Azzini, Matteo De Felice, Sandro Meloni, Andrea G.B. Tettamanzi. Soft Computing Techniques for Internet Backbone Traffic Anomaly Detection. Applications of Evolutionary Computing, 2009.

Matteo De Felice, Fabio Moretti. Riduzione delle chiamate della funzione di fitness tramite approssimazione della fitness per algoritmi evolutivi. Modelli, sistemi e applicazioni di Vita Artificiale e Computazione Evolutiva: WIVACE 2009, 2009.

Francesco Ceravolo, Matteo De Felice, Stefano Pizzuti. Combining Back-Propagation and Genetic Algorithms to Train Neural Networks for Ambient Temperature Modeling in Italy. Applications of Evolutionary Computing, 2009.

Gianluca Treppo, Matteo De Felice, Stefano Pizzuti. Artificial Neural Networks and Support Vector Machines ensembling: a comparison. Artificial Life and Evolutionary Computation, Proceedings of Wivace 2008, 2008.

Francesco Ceravolo, Matteo De Felice, Stefano Pizzuti. Ambient Temperature Modelling through Traditional and Soft Computing Methods. Hybrid Artificial Intelligence Systems, 2008.

Mauro Annunziato, Ilaria Bertini, Matteo De Felice, Stefano Pizzuti. Reti neurali evolutive con topologia a rete complessa. WIVACE 2007, 2007.

Mauro Annunziato, Ilaria Bertini, Matteo De Felice, Stefano Pizzuti. Evolving Complex Neural Networks. AIIA 2007: Artificial Intelligence and Human-Oriented Computing*, 2007.