SIMON CAMAL

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Publications

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News and Load: Social and Economic Drivers of Regional Multi-horizon Electricity Demand Forecasting

Yun Bai , Simon Camal , Andrea Michiorri

IEEE Transactions on Power Systems, 2025, 40 (6), pp.4839-4851. ⟨10.1109/TPWRS.2025.3585965⟩

Article dans une revue hal-04608605v3
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A Scenario-Spatial Decomposition Approach With a Performance Guarantee for the Combined Bidding of Cascaded Hydropower and Renewables

Luca Santosuosso , Simon Camal , Arthur Lett , Guillaume Bontron , Jalal Kazempour et al.

IEEE Transactions on Power Systems, 2025, pp.1-12. ⟨10.1109/TPWRS.2025.3638005⟩

Article dans une revue hal-04738929v2

Hedging hydrogen: Planning and contracting under uncertainty for a green hydrogen producer

Owen Palmer , Hugo Radet , Simon Camal , Jalal Kazempour , Robin Girard

Energy Economics, 2025, 152 (108981), ⟨10.1016/j.eneco.2025.108981⟩

Article dans une revue hal-05341060v1

Decision-Focused Learning for Power System Decision-Making Under Uncertainty

Haipeng Zhang , Ran Li , Qintao Du , Junyi Tao , Salvador Pineda et al.

IEEE Transactions on Power Systems, 2025, pp.1-18. ⟨10.48550/arXiv.2401.03680⟩

Article dans une revue hal-04841642v1

Interpretable Power Grid Overload Detection with Information Flow-based Fuzzy Cognitive Maps

Konstantinos Parginos , Marios Tyrovolas , Ricardo J Bessa , X. San Liang , Chrysostomos Stylios et al.

CSEE Journal of Power and Energy Systems, 2025, pp.1-12. ⟨10.17775/CSEEJPES.2024.04780⟩

Article dans une revue hal-05110354v1
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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⟩

Article dans une revue hal-04534442v1
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News and Load: A Quantitative Exploration of Natural Language Processing Applications for Forecasting Day-ahead Electricity System Demand

Yun Bai , Simon Camal , Andrea Michiorri

IEEE Transactions on Power Systems, 2024, 39 (5), pp.1-13. ⟨10.1109/TPWRS.2024.3361074⟩

Article dans une revue hal-04133751v2
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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 et al.

Sustainable Energy, Grids and Networks, 2024, pp.101373. ⟨10.1016/j.segan.2024.101373⟩

Article dans une revue hal-03641708v1
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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, 2024, 40 (4), pp.1449-1466. ⟨10.1016/j.ijforecast.2023.12.005⟩

Article dans une revue 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, 2024, 234, pp.110730. ⟨10.1016/j.epsr.2024.110730⟩

Article dans une revue hal-04533274v1
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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, 2024, 235, pp.110805. ⟨10.1016/j.epsr.2024.110805⟩

Article dans une revue hal-04533201v1
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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 et al.

IEEE Transactions on Smart Grid, 2022, pp.1-1. ⟨10.1109/TSG.2022.3207517⟩

Article dans une revue 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⟩

Article dans une revue hal-03759187v2
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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, 37 (6), pp.4696 - 4708. ⟨10.1109/TPWRS.2022.3152667⟩

Article dans une revue hal-03330017v3
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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⟩

Article dans une revue 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⟩

Article dans une revue hal-01816576v1
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Unlock Data Sharing in Wind Power Forecasting through Privacy-preserving Federated-Learning: Benchmarking of Mixed and Fully Encrypted Frameworks

Lukas Stippel , Simon Camal , Georges Kariniotakis

Wind Energy Science Conference 2025 - WESC2025, European Academy of Wind Energy - EAWE, Jun 2025, Nantes, France

Communication dans un congrès hal-05135678v1

Federated Learning with Mixed Encryption for Distributed Energy Resources: Forecasting Electricity Charging Demand at Multiple Electrical Vehicle Charging Stations

Lukas Stippel , Simon Camal , Georges Kariniotakis

IEEE PowerTech 2025 Conference, IEEE, Jun 2025, Kiel, Germany

Communication dans un congrès hal-05138389v1

Hedging hydrogen – how risk management in electricity procurement is the key to unlocking investment in green hydrogen projects. A European perspective.

Owen Palmer , Hugo Radet , Simon Camal , Robin Girard

Quantitative Methods in Finance (QMF) 2024, Dec 2024, Sidney, Australia

Communication dans un congrès hal-04887788v1
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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, 23rd Power Systems Computation Conference, Jun 2024, Paris, France

Communication dans un congrès hal-04531418v1
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Green and low-carbon hydrogen - the impact of classification rules and subsidies on asset sizing and energy sourcing for electrolytic hydrogen production

Owen Palmer , Hugo Radet , Simon Camal , Robin Girard

2024 IEEE 34th Australasian Universities Power Engineering Conference (AUPEC), IEEE PES, Nov 2024, Sydney, Australia. pp.1-6, ⟨10.1109/AUPEC62273.2024.10807631⟩

Communication dans un congrès hal-04756329v1

Extending Privacy-preserving Regression Trees to a Value-oriented Forecasting Approach for Trading DER Resources

Lukas Stippel , Simon Camal , Georges Kariniotakis

44th International Symposium on Forecasting (ISF), International Institute of Forecasters (IIF), Jun 2024, Dijon, France

Communication dans un congrès hal-04637097v1
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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

Communication dans un congrès hal-04533246v1

News and Load: Quantification of Economic and Social Drivers behind Regional Electricity Demand

Yun Bai , Andrea Michiorri , Simon Camal

44th International Symposium on Forecasting, Jul 2024, Dijon (Bourgogne), France

Communication dans un congrès hal-04646671v1

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

Communication dans un congrès 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 et al.

27th International Conference & Exhibition on Electricity Distribution (CIRED 2023), Jun 2023, Rome, Italy. pp.2044 - 2048, ⟨10.1049/icp.2023.1160⟩

Communication dans un congrès hal-04210514v1
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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⟩

Communication dans un congrès hal-04210520v1

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⟩

Communication dans un congrès hal-04217651v1

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

Communication dans un congrès hal-04210488v1
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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

Communication dans un congrès hal-04205841v1

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

Communication dans un congrès hal-03727324v1

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

Communication dans un congrès hal-03718662v1

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 et al.

EGU General Assembly 2022, May 2022, Vienna, Austria. pp.EGU22-12923, ⟨10.5194/egusphere-egu22-12923⟩

Communication dans un congrès hal-03620444v1
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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⟩

Communication dans un congrès hal-03527644v3
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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⟩

Communication dans un congrès hal-03638914v2

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⟩

Communication dans un congrès hal-03620441v1

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

Communication dans un congrès hal-03710717v1

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 et al.

WindEurope Technology Workshop 2022, WindEurope, Jun 2022, Bruxelles, Belgium

Communication dans un congrès hal-03710704v1
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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⟩

Communication dans un congrès hal-03772848v1
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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⟩

Communication dans un congrès 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

Communication dans un congrès hal-03718663v1
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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 et al.

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⟩

Communication dans un congrès hal-03531728v1

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

Communication dans un congrès hal-03528716v1
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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 et al.

Wind Energy Science Conference (WESC), European Academy of Wind Energy (EAWE), May 2021, Virtual Event, Germany

Communication dans un congrès hal-03248217v1

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

Georges Kariniotakis , Simon Camal , Ricardo Bessa , Pierre Pinson , Gregor Giebel et al.

EGU General Assembly 2021 - VEGU21, Apr 2021, Virtual Event, Germany. ⟨10.5194/egusphere-egu21-16219⟩

Communication dans un congrès hal-03175332v1

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

Communication dans un congrès hal-03157849v1
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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

Communication dans un congrès 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⟩

Communication dans un congrès hal-02887066v1

Smart4RES: Towards next generation forecasting tools of renewable energy production

Georges Kariniotakis , Simon Camal , Ricardo Bessa , Pierre Pinson , Gregor Giebel et al.

https://www.egu2020.eu/, European Geophysical Union (EGU), May 2020, On-line, Austria. ⟨10.5194/egusphere-egu2020-20205⟩

Communication dans un congrès hal-02887072v1

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

Communication dans un congrès hal-02415649v1

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

Communication dans un congrès 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

Communication dans un congrès hal-02158589v1

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

Communication dans un congrès hal-02177556v1
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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⟩

Communication dans un congrès hal-01615232v1
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Nouvelle Génération d'Outils de Prévision de Demande d'Energie et de Production Renouvelable à Fine Échelle Spatiale et Temporelle

Georges Kariniotakis , Simon Camal , Alexis Bocquet , Yun Bai , Andrea Michiorri et al.

PEPR TASE DAYS 2024, Jul 2024, Paris, France

Poster de conférence hal-04637355v1
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Next Generation Forecasting Solutions for Wind Energy – Results from the Smart4RES Project

Georges Kariniotakis , Simon Camal , Dennis van Der Meer , Konstantinos Parginos , Lucas Santosuosso et al.

WindEurope Annual Event 2023, Apr 2023, Copenhagen, Denmark. 2023

Poster de conférence hal-04162071v1
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Improving probabilistic wind power forecasting: A novel nonlinear and online combination method

Georges Kariniotakis , Dennis van Der Meer , Simon Camal

7th International Conference Energy & Meteorology (ICEM 2023), Jun 2023, Padoue, Italy.

Poster de conférence hal-04217568v1
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Optimization of large-scale virtual power plants integrating wind farms

Luca Santosuosso , Simon Camal , Guillaume Bontron , Georges Kariniotakis

WindEurope Annual Event 2023, Apr 2023, Copenhagen, Denmark. 2023

Poster de conférence hal-04162057v1
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Towards increased interpretability of AI-tools in the energy sector with focus on the wind energy trading application

Konstantinos Parginos , Simon Camal , George Kariniotakis , Ricardo J. Bessa

WindEurope Technology Workshop 2022, Jun 2022, Bruxelles, Belgium. , 2022

Poster de conférence hal-03768257v1
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Run-of-river hydropower to improve the market value of wind: A case study in France

Luca Santosuosso , Simon Camal , Guillaume Bontron , Arthur Lett , Georges Kariniotakis

Wind Europe Technology Workshop 2023 - Resource Assessment & Analysis of Operating Wind Farms, Jun 2022, Lyon, France. 2023

Poster de conférence hal-04917973v1
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Multi-Market Bidding of Virtual Power Plants with Machine Learning-Assisted Asynchronous Distributed Optimization

Claire Bizon Monroc , Lukas Stippel , Simon Camal , Georges Kariniotakis , Luca Santosuosso et al.

2025

Pré-publication, Document de travail hal-05320139v1
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Optimal Scheduling of a Large-scale Electrolyzer for Grid Services Provision and Renewable Sourced-Hydrogen Production

Sylvain Ledur , Robin Molinier , Simon Camal , Moulay-Driss Elalaouifaris , Georges Kariniotakis

2024

Pré-publication, Document de travail hal-04427029v1

Long-term investment and energy procurement risk management under uncertainty for an electrolytic green hydrogen producer.

Owen Palmer , Hugo Radet , Simon Camal , Robin Girard

2024

Pré-publication, Document de travail hal-04756342v1
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Resilient Feature-driven Trading of Renewable Energy with Missing Data

Matias Kühnau , Akylas Stratigakos , Simon Camal , Samuel Chevalier , Georges Kariniotakis

2023

Pré-publication, Document de travail hal-04104548v1
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Field Tests for the Provision of Frequency Containment and Frequency Restoration Reserve by Variable Renewable Energy Sources Virtual Power Plants

Andrea Michiorri , Andreas Liebelt , Andreas Linder , Georges Kariniotakis , Lina Ruiz et al.

2022

Pré-publication, Document de travail hal-03855709v1
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Prescriptive Trees for Value-oriented Forecasting and Optimization: Applications on Storage Scheduling and Market Clearing

Akylas Stratigakos , Simon Camal , Andrea Michiorri , Georges Kariniotakis

2021

Pré-publication, Document de travail hal-03363876v1