Georges Kariniotakis

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Affiliations actuelles

214579

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georges-kariniotakis
ResearcherId : E-3507-2018
0000-0002-5261-0172
Google Scholar : https://scholar.google.fr/citations?user=zkvmPRQAAAAJ&hl=fr
IdRef : 118768484

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http://www.mines-paristech.fr/Services/Annuaire/georges-kariniotakis

Présentation

Publications

simon-camal

	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⟩ Article dans une revue hal-04408320v1
	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 Article dans une revue hal-04533274v1
	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, inPress Article dans une revue hal-04533201v1
	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⟩ Article dans une revue hal-03641708v1
	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-03330017v3
	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
	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⟩ Article dans une revue hal-03782669v1
	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
	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

	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
	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 Communication dans un congrès hal-04531418v1
	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⟩ Communication dans un congrès hal-04210514v1
	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
	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
	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
	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
	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
	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
	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 Communication dans un congrès hal-03710704v1
	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
	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
	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
	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
	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 EGU General Assembly 2022, May 2022, Vienna, Austria. pp.EGU22-12923, ⟨10.5194/egusphere-egu22-12923⟩ Communication dans un congrès hal-03620444v1
	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⟩ Communication dans un congrès hal-03175332v1
	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
	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 Communication dans un congrès hal-03248217v1
	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⟩ Communication dans un congrès hal-03531728v1
	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 https://www.egu2020.eu/, European Geophysical Union (EGU), May 2020, On-line, Austria. ⟨10.5194/egusphere-egu2020-20205⟩ Communication dans un congrès hal-02887072v1
	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
	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
	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
	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

	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
	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
	Next Generation Forecasting Solutions for Wind Energy – Results from the Smart4RES Project Georges Kariniotakis , Simon Camal , Dennis van Der Meer , Konstantinos Parginos , Lucas Santosuosso WindEurope Annual Event 2023, Apr 2023, Copenhagen, Denmark. 2023 Poster de conférence hal-04162071v1
	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

	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
	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
	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 2022 Pré-publication, Document de travail hal-03855709v1
	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

Georges Kariniotakis

Présentation

Publications

CRPS-based online learning for nonlinear probabilistic forecast combination

Multivariate Federated Tree-based Forecasting Combining Resilience and Privacy: Application to Distributed Energy Resources

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

Stochastic Economic Model Predictive Control for Trading Energy and Ancillary Services with Storage

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

Reliable Provision of Ancillary Services from Aggregated Variable Renewable Energy Sources through Forecasting of Extreme Quantiles

Vulnerability and Impact of Machine Learning-based Inertia Forecasting Under Cost-Oriented Data Integrity Attack

Scenario generation of aggregated Wind, Photovoltaics and small Hydro production for power systems applications

Optimal Offer of Automatic Frequency Restoration Reserve from a Combined PV/Wind Virtual Power Plant

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

Multivariate Federated Tree-based Forecasting Combining Resilience and Privacy: Application to Distributed Energy Resources

Economic Model Predictive Control for the Energy Management Problem of a Virtual Power Plant Including Resources at Different Voltage Levels

Hierarchical Forecasting for the Management of Distribution Grids

Resilient Feature-driven Trading of Renewable Energy with Missing Data

Towards a paradigm of explainable AI applied in energy meteorology

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

End-to-end Learning for Hierarchical Forecasting of Renewable Energy Production with Missing Values

Short-term forecasting of renewable production trajectories at hightemporal resolution

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

Generalizing Renewable Energy Forecasting Using Automatic Feature Selection and Combination

Seamless intra-day and day-ahead multivariate probabilistic forecasts at high temporal resolution

Interpretable data-driven solar power plant trading strategies

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

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

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

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

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

Research directions and results in the Smart4RES project for improving renewable energy forecasting

Smart4RES: Next generation solutions for renewable energy forecasting and applications with focus on distribution grids

Probabilistic Forecasting of Regional Wind Power Generation for the EEM20 Competition: a Physics-oriented Machine Learning Approach

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

Smart4RES: Towards next generation forecasting tools of renewable energy production

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

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

Forecasting Extremes of Aggregated Production from a RES Virtual Power Plant

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

Short-term Forecast of Automatic Frequency Restoration Reserve from a Renewable Energy Based Virtual Power Plant

Improving probabilistic wind power forecasting: A novel nonlinear and online combination method

Optimization of large-scale virtual power plants integrating wind farms

Next Generation Forecasting Solutions for Wind Energy – Results from the Smart4RES Project

Towards increased interpretability of AI-tools in the energy sector with focus on the wind energy trading application

Optimal Scheduling of a Large-scale Electrolyzer for Grid Services Provision and Renewable Sourced-Hydrogen Production

Resilient Feature-driven Trading of Renewable Energy with Missing Data

Field Tests for the Provision of Frequency Containment and Frequency Restoration Reserve by Variable Renewable Energy Sources Virtual Power Plants

Prescriptive Trees for Value-oriented Forecasting and Optimization: Applications on Storage Scheduling and Market Clearing