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24

Simon CAMAL


Simon CAMAL received his Engineering degree in Energy and Environmental Engineering from Mines Nancy, France in 2010 and his European Master of Science in Renewable Energy from Loughborough University, UK in 2011. He obtained his PhD at MINES ParisTech - PSL University in 2020 on forecasting and optimization of ancillary service provision by renewable energy power plants. He is currently Project Manager of the Horizon2020 Smart4RES Project, working at MINES Paris Center for Processes, Renewable Energies and Energy Systems (PERSEE) in Sophia Antipolis, France. His scientific interests include data science, forecasting, optimization and control in power system applications.


Journal articles3 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⟩
  • Simon Camal, Fei Teng, Andrea Michiorri, Georges Kariniotakis, L Badesa. Scenario generation of aggregated Wind, Photovoltaics and small Hydro production for power systems applications. Applied Energy, Elsevier, 2019, Volume 242, pp.1396-1406. ⟨10.1016/j.apenergy.2019.03.112⟩. ⟨hal-02081282⟩
  • Simon Camal, Andrea Michiorri, Georges Kariniotakis. Optimal Offer of Automatic Frequency Restoration Reserve from a Combined PV/Wind Virtual Power Plant. IEEE Transactions on Power Systems, Institute of Electrical and Electronics Engineers, 2018, 33 (6), pp.6155 - 6170. ⟨10.1109/TPWRS.2018.2847239⟩. ⟨hal-01816576⟩

Conference papers15 documents

  • Simon Camal, Dennis van der Meer, Georges Kariniotakis. Short-term forecasting of renewable production trajectories at hightemporal resolution. EGU General Assembly 2022, May 2022, Vienna, Austria. pp.EGU22-12965, ⟨10.5194/egusphere-egu22-12965⟩. ⟨hal-03620441⟩
  • 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⟩
  • Georges Kariniotakis, Simon Camal, Ricardo Bessa, Pierre Pinson, Gregor Giebel, et al.. Smart4RES: Improved weather modelling and forecasting dedicated to renewable energy applications. EGU General Assembly 2021 - VEGU21, Apr 2021, Virtual Event, Germany. ⟨10.5194/egusphere-egu21-16219⟩. ⟨hal-03175332⟩
  • Simon Camal, Georges Kariniotakis, Fabrizio Sossan, Quentin Libois, Raphael Legrand, et al.. Smart4RES: Next generation solutions for renewable energy forecasting and applications with focus on distribution grids. CIRED 2021 - The 26th International Conference and Exhibition on Electricity Distribution, CIRED, Sep 2021, On line, Switzerland. pp.2899-2903, ⟨10.1049/icp.2021.1829⟩. ⟨hal-03531728⟩
  • Georges Kariniotakis, Simon Camal, Dennis van der Meer, Pierre Pinson, Gregor Giebel, et al.. Research directions and results in the Smart4RES project for improving renewable energy forecasting. Wind Energy Science Conference (WESC), European Academy of Wind Energy (EAWE), May 2021, Virtual Event, Germany. ⟨hal-03248217⟩
  • Simon Camal, Georges Kariniotakis. A Holistic Approach to Improve the Model & Value Chain of Renewable Energy Forecasting - The Smart4RES Project. Wind Europe Technology Workshop 2021 - "Resource Assessment & Analysis of Operating Wind Farms", Wind Europe, Sep 2021, Online, Belgium. ⟨hal-03528716⟩
  • Kevin Bellinguer, Valentin Mahler, Simon Camal, Georges Kariniotakis. Forecasting regional wind production based on weather similarity and site clustering for the EEM20 Competition. 40th International Symposium on Forecasting, International Institute of Forecasters, Oct 2020, Virtual Event, Brazil. ⟨hal-03157849⟩
  • Simon Camal, Andrea Michiorri, Georges Kariniotakis. Forecast trajectories for the production of a renewable virtual power plant able to provide ancillary services. https://www.egu2020.eu/, European Geophysical Union (EGU), May 2020, (On-lines ), Austria. ⟨10.5194/egusphere-egu2020-19081⟩. ⟨hal-02887066⟩
  • Kevin Bellinguer, Valentin Mahler, Simon Camal, Georges Kariniotakis. Probabilistic Forecasting of Regional Wind Power Generation for the EEM20 Competition: a Physics-oriented Machine Learning Approach. 17th European Energy Market Conference, EEM 2020, KTH, IEEE, Sep 2020, Stockholm (by visio), Sweden. ⟨hal-02952589⟩
  • Georges Kariniotakis, Simon Camal, Ricardo Bessa, Pierre Pinson, Gregor Giebel, et al.. Smart4RES: Towards next generation forecasting tools of renewable energy production. https://www.egu2020.eu/, European Geophysical Union (EGU), May 2020, On-line, Austria. ⟨10.5194/egusphere-egu2020-20205⟩. ⟨hal-02887072⟩
  • Julia Strahlhoff, Andreas Liebelt, Stefan Siegl, Simon Camal. Development and Application of KPIs for the Evaluation of the Control Reserve Supply by a Cross-border Renewable Virtual Power Plant .. INFORMATIK/KI/EnviroInfo/SKILL 2019, Sep 2019, Cassel, Germany. ⟨hal-02415649⟩
  • Simon Camal, Andrea Michiorri, Georges Kariniotakis. Forecasting Extremes of Aggregated Production from a RES Virtual Power Plant. Proceedings of the Wind Energy Science Conference 2019, EAWE - European Academy of Wind Energy, Jun 2019, Cork, Ireland. ⟨hal-02158589⟩
  • Andrea Michiorri, Simon Camal, Georges Kariniotakis. Ancillary services from a renewable-sourced virtual power plant: the REstable project. 6th International Conference Energy & Meteorology, WEMC - World Energy and Meteorology Council, Jun 2019, Copenhaguen, Denmark. ⟨hal-02177556⟩
  • Simon Camal, Andrea Michiorri, Georges Kariniotakis. Probabilistic forecasting and bidding strategy of ancillary services for aggregated renewable power plants. 6th International Conference Energy & Meteorology, WEMC - World Energy and Meteorology Council, Jun 2019, Copenhaguen, Denmark. ⟨hal-02177537⟩
  • Simon Camal, Andrea Michiorri, Georges Kariniotakis, Andreas Liebelt. Short-term Forecast of Automatic Frequency Restoration Reserve from a Renewable Energy Based Virtual Power Plant. The 7th IEEE International Conference on Innovative Smart Grid Technologies - ISGT Europe 2017, IEEE Power & Energy Society (PES), Sep 2017, Torino, Italy. pp.1-6, ⟨10.1109/ISGTEurope.2017.8260311⟩. ⟨hal-01615232⟩

Preprints, Working Papers, ...5 documents

  • Dennis van der Meer, Simon Camal, Georges Kariniotakis. Seamless intra-day and day-ahead multivariate probabilistic forecasts at high temporal resolution. 2022. ⟨hal-03638925⟩
  • 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⟩
  • Dennis van der Meer, Simon Camal, Georges Kariniotakis. Generalizing Renewable Energy Forecasting Using Automatic Feature Selection and Combination. 2022. ⟨hal-03638914⟩
  • Luca Santosuosso, Simon Camal, Alessandro Di Giorgio, Francesco Liberati, Andrea Michiorri, et al.. Stochastic Economic Model Predictive Control for Trading Energy and Ancillary Services with Storage. 2022. ⟨hal-03641708⟩
  • 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⟩

Theses1 document

  • Simon Camal. Forecasting and optimization of ancillary services provision by renewable energy sources. Electric power. Université Paris sciences et lettres, 2020. English. ⟨NNT : 2020UPSLM016⟩. ⟨tel-02973808⟩