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Journal articles2 documents

  • Akylas Stratigakos, Simon Camal, Andrea Michiorri, Georges Kariniotakis. Prescriptive Trees for Integrated Forecasting and Optimization Applied in Trading of Renewable Energy. IEEE Transactions on Power Systems, Institute of Electrical and Electronics Engineers, 2022, ⟨10.1109/TPWRS.2022.3152667⟩. ⟨hal-03330017v3⟩
  • Akylas Stratigakos, Athanasios Bachoumis, Vasiliki Vita, Elias Zafiropoulos. Short-Term Net Load Forecasting with Singular Spectrum Analysis and LSTM Neural Networks. Energies, MDPI, 2021, 14 (14), pp.4107. ⟨10.3390/en14144107⟩. ⟨hal-03330926⟩

Conference papers4 documents

  • Georges Kariniotakis, Simon Camal, Dennis van der Meer, Dennis van Der Meer, Akylas Stratigakos, et al.. Highlight results of the Smart4RES project on weather modelling and forecasting dedicated to renewable energy applications. EGU General Assembly 2022, May 2022, Vienna, Austria. pp.EGU22-12923, ⟨10.5194/egusphere-egu22-12923⟩. ⟨hal-03620444⟩
  • Akylas Stratigakos. A robust fix-and-optimize matheuristic for timetabling problems with uncertain renewable energy production. IEEE Symposium Series on Computational Intelligence 2021, IEEE, Dec 2021, Orlando, United States. ⟨hal-03449920⟩
  • Akylas Stratigakos, S Camal, T Blondel, Georges Kariniotakis. Short-term trading of wind energy production using data-driven prescriptive optimization. Wind Energy Science Conference, May 2021, Hannover, Germany. ⟨hal-03238445⟩
  • Akylas Stratigakos, Andrea Michiorri, Georges Kariniotakis. A Value-Oriented Price Forecasting Approach to Optimize Trading of Renewable Generation. 2021 IEEE Madrid PowerTech, IEEE, Jun 2021, Madrid, Spain. ⟨hal-03208575⟩

Preprints, Working Papers, ...2 documents

  • Akylas Stratigakos, Dennis van der Meer, Simon Camal, Georges Kariniotakis. End-to-end Learning for Hierarchical Forecasting of Renewable Energy Production with Missing Values. 2022. ⟨hal-03527644v3⟩
  • Akylas Stratigakos, Simon Camal, Andrea Michiorri, Georges Kariniotakis. Prescriptive Trees for Value-oriented Forecasting and Optimization: Applications on Storage Scheduling and Market Clearing. 2021. ⟨hal-03363876⟩