SIMON CAMAL

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Publications

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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-03641708 v1
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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-04534442 v1
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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-04133751 v2
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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-04533274 v1
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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-04408320 v1
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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-04533201 v1
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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-03759187 v2
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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-03782669 v1
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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⟩
Article dans une revue hal-03330017 v3
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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-02081282 v1
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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-01816576 v1

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-04887788 v1
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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-04756329 v1
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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-04531418 v1

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-04637097 v1
Image document

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-04533246 v1

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-04646671 v1

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-04210488 v1
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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-04205841 v1

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-04217651 v1
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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-04210514 v1
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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-04210520 v1

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-04336573 v1
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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-03638925 v1

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-03718663 v1
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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-03772848 v1
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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-03527644 v3

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-03620441 v1
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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-03638914 v2

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-03718662 v1

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-03727324 v1

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-03620444 v1

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-03710717 v1

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-03710704 v1

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-03528716 v1
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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-03248217 v1

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-03175332 v1
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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-03531728 v1

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-02887066 v1
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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-02952589 v1

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-03157849 v1

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-02887072 v1

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-02415649 v1
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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-02158589 v1

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-02177537 v1

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-02177556 v1
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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-01615232 v1
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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-04637355 v1
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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-04217568 v1
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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-04162057 v1
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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-04162071 v1
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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-03768257 v1
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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-04917973 v1
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Investigation of the Impact of Economic and Social Factors on Energy Demand through Natural Language Processing

Yun Bai , Simon Camal , Andrea Michiorri
2024
Pré-publication, Document de travail hal-04608605 v1
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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-04427029 v1

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-04756342 v1
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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.
2024
Pré-publication, Document de travail hal-04738929 v1
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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-04104548 v1
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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-03855709 v1
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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-03363876 v1