Day-Ahead Forecasting of the Theoretical and Actual Wind Power Generation in Energy-Constrained Island Systems
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- Garcia Latorre, Francisco Javier & Quintana, Jose Juan & de la Nuez, Ignacio, 2019. "Technical and economic evaluation of the integration of a wind-hydro system in El Hierro island," Renewable Energy, Elsevier, vol. 134(C), pages 186-193.
- Wang, Yun & Zou, Runmin & Liu, Fang & Zhang, Lingjun & Liu, Qianyi, 2021. "A review of wind speed and wind power forecasting with deep neural networks," Applied Energy, Elsevier, vol. 304(C).
- Notton, G. & Duchaud, J.L. & Nivet, M.L. & Voyant, C. & Chalvatzis, K. & Fouilloy, A., 2019. "The electrical energy situation of French islands and focus on the Corsican situation," Renewable Energy, Elsevier, vol. 135(C), pages 1157-1165.
- Tzanes, G. & Zafirakis, D. & Makropoulos, C. & Kaldellis, J.K. & Stamou, A.I., 2023. "Energy vulnerability and the exercise of a data-driven analysis protocol: A comparative assessment on power generation aspects for the non-interconnected islands of Greece," Energy Policy, Elsevier, vol. 177(C).
- Monteiro Alves, Luis M & Lopes Costa, Anildo & da Graça Carvalho, Maria, 2000. "Analysis of potential for market penetration of renewable energy technologies in peripheral islands," Renewable Energy, Elsevier, vol. 19(1), pages 311-317.
- Dimitris Al. Katsaprakakis & Antonia Proka & Dimitris Zafirakis & Markos Damasiotis & Panos Kotsampopoulos & Nikos Hatziargyriou & Eirini Dakanali & George Arnaoutakis & Dimitrios Xevgenos, 2022. "Greek Islands’ Energy Transition: From Lighthouse Projects to the Emergence of Energy Communities," Energies, MDPI, vol. 15(16), pages 1-34, August.
- Bakos, George C., 2002. "Feasibility study of a hybrid wind/hydro power-system for low-cost electricity production," Applied Energy, Elsevier, vol. 72(3-4), pages 599-608, July.
- Katsaprakakis, Dimitris Al & Voumvoulakis, Manolis, 2018. "A hybrid power plant towards 100% energy autonomy for the island of Sifnos, Greece. Perspectives created from energy cooperatives," Energy, Elsevier, vol. 161(C), pages 680-698.
- e Silva, Danilo P. & Félix Salles, José L. & Fardin, Jussara F. & Rocha Pereira, Maxsuel M., 2020. "Management of an island and grid-connected microgrid using hybrid economic model predictive control with weather data," Applied Energy, Elsevier, vol. 278(C).
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Keywords
artificial neural networks; day-ahead forecasting; wind power dispatching; wind energy curtailments; island systems;All these keywords.
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