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SIMON CAMAL

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Presentation

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 received the 1st masculine prize from Think Smart Grids in 2021 and was co-awarded the EDP Labelec Merit Award in 2022. Research projects: Smart4RES (Horizon2020-RIA, 2019-2020), FINE4CAST (ANR-TASE, 2023-2027), AI-NRGY (ANR-TASE, 2023-2027). He is 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.

Publications

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Distributed Economic Model Predictive Control for the Joint Energy Dispatch of Wind Farms and Run-of-the-River Hydropower Plants

Luca Santosuosso , Simon Camal , Arthur Lett , Guillaume Bontron , Georges Kariniotakis
Electric Power Systems Research, In press
Journal articles hal-04533201v1
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CRPS-based online learning for nonlinear probabilistic forecast combination

Dennis van der Meer , Pierre Pinson , Simon Camal , Georges Kariniotakis
International Journal of Forecasting, inPress, ⟨10.1016/j.ijforecast.2023.12.005⟩
Journal articles hal-04408320v1
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Multivariate Federated Tree-based Forecasting Combining Resilience and Privacy: Application to Distributed Energy Resources

Lukas Stippel , Simon Camal , Georges Kariniotakis
Electric Power Systems Research, inPress
Journal articles hal-04533274v1
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A conditional and regularized approach for large-scale spatiotemporal wind power forecasting

Simon Camal , Robin Girard , Maxime Fortin , Augustin Touron , Laurent Dubus
Sustainable Energy Technologies and Assessments, 2024, 65, pp.103743. ⟨10.1016/j.seta.2024.103743⟩
Journal articles hal-04534442v1
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Stochastic Economic Model Predictive Control for Trading Energy and Ancillary Services with Storage

Luca Santosuosso , Simon Camal , Francesco Liberati , Alessandro Di Giorgio , Andrea Michiorri
Sustainable Energy, Grids and Networks, 2024, pp.101373. ⟨10.1016/j.segan.2024.101373⟩
Journal articles hal-03641708v1
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Prescriptive Trees for Integrated Forecasting and Optimization Applied in Trading of Renewable Energy

Akylas Stratigakos , Simon Camal , Andrea Michiorri , Georges Kariniotakis
IEEE Transactions on Power Systems, 2022, ⟨10.1109/TPWRS.2022.3152667⟩
Journal articles hal-03330017v3
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Vulnerability and Impact of Machine Learning-based Inertia Forecasting Under Cost-Oriented Data Integrity Attack

Yan Chen , Mingyang Sun , Zhongda Chu , Simon Camal , Georges Kariniotakis
IEEE Transactions on Smart Grid, 2022, pp.1-1. ⟨10.1109/TSG.2022.3207517⟩
Journal articles hal-03782669v1
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Reliable Provision of Ancillary Services from Aggregated Variable Renewable Energy Sources through Forecasting of Extreme Quantiles

Simon Camal , Andrea Michiorri , George Kariniotakis
IEEE Transactions on Power Systems, 2022, pp.1-15. ⟨10.1109/TPWRS.2022.3198839⟩
Journal articles hal-03759187v2
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Scenario generation of aggregated Wind, Photovoltaics and small Hydro production for power systems applications

Simon Camal , Fei Teng , Andrea Michiorri , Georges Kariniotakis , L Badesa
Applied Energy, 2019, Volume 242, pp.1396-1406. ⟨10.1016/j.apenergy.2019.03.112⟩
Journal articles hal-02081282v1
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Optimal Offer of Automatic Frequency Restoration Reserve from a Combined PV/Wind Virtual Power Plant

Simon Camal , Andrea Michiorri , Georges Kariniotakis
IEEE Transactions on Power Systems, 2018, 33 (6), pp.6155 - 6170. ⟨10.1109/TPWRS.2018.2847239⟩
Journal articles hal-01816576v1
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Distributed Economic Model Predictive Control for the Joint Energy Dispatch of Wind Farms and Run-of-the-River Hydropower Plants

Luca Santosuosso , Simon Camal , Arthur Lett , Guillaume Bontron , Georges Kariniotakis
PSCC'2024 - XXIII Power Systems Computation Conference, Jun 2024, Paris, France
Conference papers hal-04533246v1
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Multivariate Federated Tree-based Forecasting Combining Resilience and Privacy: Application to Distributed Energy Resources

Lukas Stippel , Simon Camal , Georges Kariniotakis
PSCC'2024, 23nd Power Systems Computation Conference, Jun 2024, Paris, France
Conference papers hal-04531418v1
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Hierarchical Forecasting for the Management of Distribution Grids

Simon Camal , Dennis van Der Meer , Fabrizio Sossan , Georges Kariniotakis
27th International Conference on Electricity Distribution (CIRED 2023), Jun 2023, Rome, Italy. pp.2233 - 2237, ⟨10.1049/icp.2023.1212⟩
Conference papers hal-04210520v1
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Electricity Demand Forecasting through Natural Language Processing with Long Short-Term Memory Networks

Yun Bai , Simon Camal , Andrea Michiorri
2023 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), IEEE Power & Energy Society (PES); Université Grenoble Alpes, Oct 2023, Grenoble, France
Conference papers hal-04205841v1

Resilient Feature-driven Trading of Renewable Energy with Missing Data

Matias Kühnau , Akylas Stratigakos , Simon Camal , Samuel Chevalier , Georges Kariniotakis
IEEE PES ISGT Europe 2023, IEEE Power & Energy Society (PES), Université Grenoble Alpes,, Oct 2023, Grenoble, France
Conference papers hal-04210488v1

Towards a paradigm of explainable AI applied in energy meteorology

Konstantinos Parginos , Georges Kariniotakis , Ricardo J Bessa , Simon Camal
EGU General Assembly 2023, EGU - European Geosciences Union, Apr 2023, Vienna & Online, Austria. ⟨10.5194/egusphere-egu23-13992⟩
Conference papers hal-04217651v1

Risk-conscious asset sizing and energy procurement planning for an electrolytic hydrogen producer

Owen Palmer , Hugo Radet , Simon Camal , Robin Girard
2023 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), IEEE Power & Energy Society (PES); Université Grenoble Alpes, Oct 2023, Grenoble, France
Conference papers hal-04336573v1
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Economic Model Predictive Control for the Energy Management Problem of a Virtual Power Plant Including Resources at Different Voltage Levels

Luca Santosuosso , Simon Camal , Alessandro Di Giorgio , Francesco Liberati , Andrea Michiorri
27th International Conference & Exhibition on Electricity Distribution (CIRED 2023), Jun 2023, Rome, Italy. pp.2044 - 2048, ⟨10.1049/icp.2023.1160⟩
Conference papers hal-04210514v1

Advanced Model Predictive Control Strategies for the Provision of Energy and Ancillary Services by Wind Farms Coupled with Storage

Luca Santosuosso , George Kariniotakis , Alessandro Di Giorgio , Francesco Liberati , Simon Camal
WindEurope Technology Workshop 2022, WindEurope, Jun 2022, Bruxelles, Belgium
Conference papers hal-03710704v1

Short-term forecasting of renewable production trajectories at hightemporal resolution

Simon Camal , Dennis van Der Meer , Georges Kariniotakis
EGU General Assembly 2022, May 2022, Vienna, Austria. pp.EGU22-12965, ⟨10.5194/egusphere-egu22-12965⟩
Conference papers hal-03620441v1
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Generalizing Renewable Energy Forecasting Using Automatic Feature Selection and Combination

Dennis van Der Meer , Simon Camal , Georges Kariniotakis
17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022, Jun 2022, Manchester - Online, United Kingdom. ⟨10.1109/PMAPS53380.2022.9810647⟩
Conference papers hal-03638914v2
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Seamless intra-day and day-ahead multivariate probabilistic forecasts at high temporal resolution

Dennis van Der Meer , Simon Camal , Georges Kariniotakis
17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022, Jun 2022, Manchester - Online, United Kingdom. ⟨10.1109/PMAPS53380.2022.9810606⟩
Conference papers hal-03638925v1

Forecasting the high-resolution variability of renewable production using advanced weather forecasting products

Simon Camal , Georges Kariniotakis
17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022, Jun 2022, Manchester - Online, United Kingdom
Conference papers hal-03718663v1
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Interpretable data-driven solar power plant trading strategies

Konstantinos Parginos , Ricardo J. Bessa , Simon Camal , Georges Kariniotakis
IEEE PES ISGT EUROPE 2022, Innovative Smart Grid Technologies Conference, Oct 2022, Novi Sad, Serbia. ⟨10.1109/ISGT-Europe54678.2022.9960432⟩
Conference papers hal-03772848v1

Smart4RES next-generation forecasting solutions for single wind turbines up to aggregations and for different temporal scales

Simon Camal , George Kariniotakis
WindEurope Technology Workshop 2022, WindEurope, Jun 2022, Bruxelles, Belgium
Conference papers hal-03710717v1

Integrating text analysis in electricity load forecasting: initial findings from UK

Yun Bai , Andrea Michiorri , Simon Camal
42nd International Symposium on Forecasting, Jul 2022, Oxford, United Kingdom
Conference papers hal-03727324v1

Highlight results of the Smart4RES project on weather modelling and forecasting dedicated to renewable energy applications

Georges Kariniotakis , Simon Camal , Dennis van Der Meer , Akylas Stratigakos , Gregor Giebel
EGU General Assembly 2022, May 2022, Vienna, Austria. pp.EGU22-12923, ⟨10.5194/egusphere-egu22-12923⟩
Conference papers hal-03620444v1

Prescriptive Trees for Integrated Forecasting and Optimization Applied in Trading of Renewable Energy

Akylas Stratigakos , Simon Camal , Andrea Michiorri , Georges Kariniotakis
17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022, Jun 2022, Manchester - Online, United Kingdom
Conference papers hal-03718662v1
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End-to-end Learning for Hierarchical Forecasting of Renewable Energy Production with Missing Values

Akylas Stratigakos , Dennis van Der Meer , Simon Camal , Georges Kariniotakis
17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022, Jun 2022, Manchester - Online, United Kingdom. ⟨10.1109/PMAPS53380.2022.9810610⟩
Conference papers hal-03527644v3

Smart4RES: Improved weather modelling and forecasting dedicated to renewable energy applications

Georges Kariniotakis , Simon Camal , Ricardo Bessa , Pierre Pinson , Gregor Giebel
EGU General Assembly 2021 - VEGU21, Apr 2021, Virtual Event, Germany. ⟨10.5194/egusphere-egu21-16219⟩
Conference papers hal-03175332v1
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Research directions and results in the Smart4RES project for improving renewable energy forecasting

Georges Kariniotakis , Simon Camal , Dennis van Der Meer , Pierre Pinson , Gregor Giebel
Wind Energy Science Conference (WESC), European Academy of Wind Energy (EAWE), May 2021, Virtual Event, Germany
Conference papers hal-03248217v1

A Holistic Approach to Improve the Model & Value Chain of Renewable Energy Forecasting - The Smart4RES Project

Simon Camal , Georges Kariniotakis
Wind Europe Technology Workshop 2021 - "Resource Assessment & Analysis of Operating Wind Farms", Wind Europe, Sep 2021, Online, Belgium
Conference papers hal-03528716v1
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Smart4RES: Next generation solutions for renewable energy forecasting and applications with focus on distribution grids

Simon Camal , Georges Kariniotakis , Fabrizio Sossan , Quentin Libois , Raphael Legrand
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⟩
Conference papers hal-03531728v1

Smart4RES: Towards next generation forecasting tools of renewable energy production

Georges Kariniotakis , Simon Camal , Ricardo Bessa , Pierre Pinson , Gregor Giebel
https://www.egu2020.eu/, European Geophysical Union (EGU), May 2020, On-line, Austria. ⟨10.5194/egusphere-egu2020-20205⟩
Conference papers hal-02887072v1
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Probabilistic Forecasting of Regional Wind Power Generation for the EEM20 Competition: a Physics-oriented Machine Learning Approach

Kevin Bellinguer , Valentin Mahler , Simon Camal , Georges Kariniotakis
17th European Energy Market Conference, EEM 2020, KTH, IEEE, Sep 2020, Stockholm (by visio), Sweden
Conference papers hal-02952589v1

Forecast trajectories for the production of a renewable virtual power plant able to provide ancillary services

Simon Camal , Andrea Michiorri , Georges Kariniotakis
https://www.egu2020.eu/, European Geophysical Union (EGU), May 2020, (On-lines ), Austria. ⟨10.5194/egusphere-egu2020-19081⟩
Conference papers hal-02887066v1

Forecasting regional wind production based on weather similarity and site clustering for the EEM20 Competition

Kevin Bellinguer , Valentin Mahler , Simon Camal , Georges Kariniotakis
40th International Symposium on Forecasting, International Institute of Forecasters, Oct 2020, Virtual Event, Brazil
Conference papers hal-03157849v1

Ancillary services from a renewable-sourced virtual power plant: the REstable project

Andrea Michiorri , Simon Camal , Georges Kariniotakis
6th International Conference Energy & Meteorology, WEMC - World Energy and Meteorology Council, Jun 2019, Copenhaguen, Denmark
Conference papers hal-02177556v1

Probabilistic forecasting and bidding strategy of ancillary services for aggregated renewable power plants

Simon Camal , Andrea Michiorri , Georges Kariniotakis
6th International Conference Energy & Meteorology, WEMC - World Energy and Meteorology Council, Jun 2019, Copenhaguen, Denmark
Conference papers hal-02177537v1
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Forecasting Extremes of Aggregated Production from a RES Virtual Power Plant

Simon Camal , Andrea Michiorri , Georges Kariniotakis
Proceedings of the Wind Energy Science Conference 2019, EAWE - European Academy of Wind Energy, Jun 2019, Cork, Ireland
Conference papers hal-02158589v1

Development and Application of KPIs for the Evaluation of the Control Reserve Supply by a Cross-border Renewable Virtual Power Plant .

Julia Strahlhoff , Andreas Liebelt , Stefan Siegl , Simon Camal
INFORMATIK/KI/EnviroInfo/SKILL 2019, Sep 2019, Cassel, Germany
Conference papers hal-02415649v1
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Short-term Forecast of Automatic Frequency Restoration Reserve from a Renewable Energy Based Virtual Power Plant

Simon Camal , Andrea Michiorri , Georges Kariniotakis , Andreas Liebelt
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⟩
Conference papers hal-01615232v1