Publications

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. Photovoltaic generation forecast for power transmission scheduling: A real case study. Solar Energy, 2018.

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. Creating a proof-of-concept climate service to assess future renewable energy mixes in Europe: An overview of the C3S ECEM project. Advances in Science and Research, 2018.

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. What is users' next best alternative to the use of dynamical seasonal predictions?. EarthArXiv Preprints, 2018.

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. Data-driven upscaling methods for regional photovoltaic power estimation and forecast using satellite and numerical weather prediction data. Solar Energy, 2017.

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. Status quo of the air-conditioning market in europe: Assessment of the building stock. Energies, 2017.

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. Grand European and Asian-Pacific multi-model seasonal forecasts: maximization of skill and of potential economical value to end-users. Climate Dynamics, 2017.

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. Deterministic and stochastic approaches for day-ahead solar power forecasting. Journal of Solar Energy Engineering, 2016.

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. Smart City Projects Implementation in Europe: Assessment of Barriers and Drivers. International Journal of Contemporary Energy, 2016.

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. Multi-scale enhancement of climate prediction over land by increasing the model sensitivity to vegetation variability in EC-Earth. Climate Dynamics, pp. 1–23, 2016.

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. Multi-Model Ensemble for day ahead prediction of photovoltaic generation. Solar Energy, 2016.

. Future development of the air-conditioning market in Europe: an outlook until 2020. Wiley Interdisciplinary Reviews: Energy and Environment, 2016.

. Observationally based analysis of land-atmosphere coupling. Earth System Dynamics, 2016.

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. Short-term predictability of photovoltaic production over Italy. Renewable Energy, 2015.

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. 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.

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. Constructing analytic approximate solutions to the Lane-Emden equation. Physics Letters A, 2015.

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. Seasonal climate forecasts for medium-term electricity demand forecasting. Applied Energy, 2014.

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. Robust assessment of the expansion and retreat of Mediterranean climate in the 21st century. Nature Scientific Reports, (4), https://doi.org/10.1038/srep07211, 2014.

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. Approximate analytic solutions to the isothermal Lane--Emden equation. Celestial Mechanics and Dynamical Astronomy, 2014.

. Electricity Demand Forecasting over Italy: Potential Benefits using Numerical Weather Prediction models. Electric Power Systems Research, 2013.

. Dynamical Modeling and Parameter Identification of Seismic Isolation Systems by Evolution Strategies. Computational Intelligence, 2013.

. Climate and Energy Production - A Climate Services Perspective. Climate Vulnerability: Understanding and Addressing Threats to Essential Resources, 2013.

. Influence of Topological Features on Spatially-Structured Evolutionary Algorithms Dynamics. ArXiv e-prints, 2012.

. A Comparison between Nature-Inspired and Machine Learning Approaches to Detecting Trend Reversals in Financial Time Series. Natural Computing in Computational Finance, 2012.

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

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. Soft Computing based optimisation of combined cycled power plant start-up operation with fitness approximation methods. Applied Soft Computing, 2011.

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. Optimizing the start-up operations of combined cycle power plants using soft computing methods. Logic Journal of IGPL, 2011.

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

. Evolutionary Algorithms For The Identification Of Structural Systems In Earthquake Engineering. International Conference on Evolutionary Computation Theory and Applications, 2011.

. Effect of topology on diversity of spatially-structured evolutionary algorithms. Proceedings of the 13th annual conference on Genetic and evolutionary computation, 2011.

. Design of Robust Space Trajectories. Research and Development in Intelligent Systems XXVIII, 2011.

. Start-Up Optimisation of a Combined Cycle Power Plant with Multiobjective Evolutionary Algorithms. Applications of Evolutionary Computation, 2010.

. Combining Back-Propagation and Genetic Algorithms to Train Neural Networks for Start-Up Time Modeling in Combined Cycle Power Plants. Applications of Evolutionary Computing, 2010.

. Ambient temperature modelling with soft computing techniques. Solar Energy, (84), 7, pp. 1264 - 1272, https://doi.org/10.1016/j.solener.2010.04.003, 2010.

. A Study of Nature-Inspired Methods for Financial Trend Reversal Detection. Applications of Evolutionary Computation, 2010.

. Soft Computing Techniques for Internet Backbone Traffic Anomaly Detection. Applications of Evolutionary Computing, 2009.

. Combining Back-Propagation and Genetic Algorithms to Train Neural Networks for Ambient Temperature Modeling in Italy. Applications of Evolutionary Computing, 2009.

. Ambient Temperature Modelling through Traditional and Soft Computing Methods. Hybrid Artificial Intelligence Systems, 2008.

. Evolving Complex Neural Networks. AI*IA 2007: Artificial Intelligence and Human-Oriented Computing, 2007.