Georges Kariniotakis

390
Documents
Affiliation actuelle
  • Centre Procédés, Énergies Renouvelables, Systèmes Énergétiques (PERSEE)
Contact

Présentation

Distinguished Professor, MINES Paris, PSL - Centre PERSEE
Head of Renewable Energies & Smart Energy Systems Group (ERSEI)
Directeur de recherche de classe exceptionnelle, MINES Paris, PSL - Centre PERSEE.
Resp. Groupe Énergies Renouvelables & Systèmes Énergétiques Intelligents (ERSEI).

George Kariniotakis received his Engineering and M.Sc. degrees from Greece in 1990 and 1992 respectively. He received his PhD degree from Ecole des Mines de Paris in 1996. He is currently Distinguished Professor at Mines Paris – PSL (Paris Science Letters University). He is head of the Renewable Energies and Smart Energy Systems Group (ERSEI) at Center PERSEE of Mines Paris. He is the author of over 350 scientific publications in scientific journals and conferences. He has been involved as participant or coordinator in more than 50 R&D projects in the fields of renewable energies and smart-grids. In particular, he has coordinated 4 major EU projects in the field of wind forecasting and integration: Anemos (FP5), Anemos.plus (FP6), SafeWind (FP7) as well as the Smart4RES (H2020) project on renewable energy sources (RES) forecasting and integration. His scientific interests include forecasting, RES integration, modelling, management and planning of power systems, artificial intelligence and data science for energy among others. His research into AI for energy dates to the early '90s, when he worked on Neural Networks and Fuzzy Logic for wind power forecasting. A paper published in 1996 in the IEEE Transactions on Energy Conversion is probably the first journal paper where AI was applied to the field of renewable energies. He is Senior Member of IEEE and member of several expert groups like ETIP SNET, EERA Joint Programme Smart Grids, the European Academy of Wind Energy, the National CIRED committee, the "Conseil d'Administration" and the Conseil Scientifique of Think SmartGrids, the "Conseil d'Administration" of CapEnergies and others.

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Publications

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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

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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Exploring the Interdependence of Vertical Extrapolation Uncertainties in Repowering Wind Farms

Paul Mazoyer , Thomas Duc , Georges Kariniotakis , Andreas Bechmann

Journal of Physics: Conference Series, 2024, 2767, pp.092009. ⟨10.1088/1742-6596/2767/9/092009⟩

Article dans une revue hal-04531520v1
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Assessing the relative impacts of maximum investment rate and temporal detail in capacity expansion models applied to power systems

Thomas Heggarty , Jean-Yves Bourmaud , Robin Girard , Georges Kariniotakis

Energy, 2024, 290, pp.130231. ⟨10.1016/j.energy.2024.130231⟩

Article dans une revue hal-04383397v1
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Interpretable Machine Learning for DC Optimal Power Flow with Feasibility Guarantees

Akylas Stratigakos , Salvador Pineda , Juan Miguel Morales , Georges Kariniotakis

IEEE Transactions on Power Systems, 2024, 39 (3), pp.5126 - 5137. ⟨10.1109/TPWRS.2023.3333165⟩

Article dans une revue hal-04038380v4
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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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Towards Resilient Energy Forecasting: A Robust Optimization Approach

Akylas Stratigakos , Panagiotis Andrianesis , Andrea Michiorri , Georges Kariniotakis

IEEE Transactions on Smart Grid, 2023, 15 (1), pp.874 - 885. ⟨10.1109/TSG.2023.3272379⟩

Article dans une revue hal-03792191v3
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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, 2023, 38 (4), pp.3070-3084. ⟨10.1109/TPWRS.2022.3198839⟩

Article dans une revue hal-03759187v2
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Analysis of the systematic errors of energy yield assessment in the context of wind farm repowering

Paul Mazoyer , Thomas Duc , Andreas Bechmann , Georges Kariniotakis

Journal of Physics: Conference Series, 2023, WindEurope Annual Event 2023 25/04/2023 - 27/04/2023 Copenhagen, Denmark, 2507 (1), pp.012016. ⟨10.1088/1742-6596/2507/1/012016⟩

Article dans une revue hal-04217554v1
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Integrating Thermal Properties and Degradation Modelling of Batteries into the Scheduling of Hybrid Power Plants with Photovoltaics

Alberto Vazquez-Rodriguez , Andrea Michiorri , Georges Kariniotakis

Journal of Energy Storage, 2023, 73 (Part A), pp.108782. ⟨10.1016/j.est.2023.108782⟩

Article dans une revue hal-04192269v1
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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

Special Section on Advances in Renewable Energy Forecasting: Predictability, Business Models and Applications in the Power Industry

Ricardo Bessa , Pierre Pinson , George Kariniotakis , Dipti Srinivasan , Charlie Smith et al.

IEEE Transactions on Sustainable Energy , 2022, 13 (2), pp.1166-1168. ⟨10.1109/TSTE.2022.3157009⟩

Article dans une revue hal-04075713v1
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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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A generic methodology to efficiently integrate weather information in short-term Photovoltaic generation forecasting models

Kevin Bellinguer , Robin Girard , Guillaume Bontron , Georges Kariniotakis

Solar Energy, 2022, 244, pp.401-413. ⟨10.1016/j.solener.2022.08.042⟩

Article dans une revue hal-03768254v1
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Identification and Quantification of the Flexibility Potential of a Complex Industrial Process for Ancillary Services Provision

Sylvain Ledur , Robin Molinier , Fabrizio Sossan , Jean-Christophe Alais , Moulay-Driss El Alaoui Faris et al.

Electric Power Systems Research, 2022, 212, pp.108396. ⟨10.1016/j.epsr.2022.108396⟩

Article dans une revue hal-03788225v1
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Data-driven structural modeling of electricity price dynamics

Valentin Mahler , Robin Girard , Georges Kariniotakis

Energy Economics, 2022, 107, pp.105811. ⟨10.1016/j.eneco.2022.105811⟩

Article dans une revue hal-03542564v1

Forecasting and Market Design Advances: Supporting an Increasing Share of Renewable Energy

Jack Fox , Erik Ela , Ben Hobbs , Justin Sharp , Josh Novacheck et al.

IEEE Power and Energy Magazine, 2021, The Future Balancing Act - High VRE Penetration and Energy System Integration, 19, (6, November/December 2021), pp.77-85. ⟨10.1109/MPE.2021.3104132⟩

Article dans une revue hal-03406043v1

Photovoltaic Power Forecasting: Assessment of the Impact of Multiple Sources of Spatio-Temporal Data on Forecast Accuracy

Xwégnon Ghislain Agoua , Robin Girard , Georges Kariniotakis

Energies, 2021, Special Issue "Smart Photovoltaic Energy Systems for a Sustainable Future", ⟨10.3390/en14051432⟩

Article dans une revue hal-03160906v1
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A Novel Approach for Seamless Probabilistic Photovoltaic Power Forecasting Covering Multiple Time Frames

Thomas Carriere , Christophe Vernay , Sébastien Pitaval , Georges Kariniotakis

IEEE Transactions on Smart Grid, 2020, 11 (3), pp.2281 - 2292. ⟨10.1109/TSG.2019.2951288⟩

Article dans une revue hal-02369413v1
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Extreme Quantiles Dynamic Line Rating Forecasts and Application on Network Operation

Romain Dupin , Laura Cavalcante , Ricardo Bessa , Georges Kariniotakis , Andrea Michiorri

Energies, 2020, 13 (12), pp.3090. ⟨10.3390/en13123090⟩

Article dans une revue hal-02889892v1

Special Issue on Advanced Approaches and Applications for Electric Vehicle Charging Demand Management

Wei-Jen Lee , Goran Strbac , Zechun Hu , Zhaohao Ding , Piampoom Sarikprueck et al.

IEEE Transactions on Industry Applications, 2020, 56 (5), pp.5682-5683. ⟨10.1109/TIA.2020.3003567⟩

Article dans une revue hal-04075696v1
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Joint optimization of building-envelope and heating-system retrofits at territory scale to enhance decision-aiding

Antoine Rogeau , Robin Girard , Seddik Yassine Abdelouadoud , Mathieu Thorel , Georges Kariniotakis

Applied Energy, 2020, 264, pp.114639. ⟨10.1016/j.apenergy.2020.114639⟩

Article dans une revue hal-02491850v1

Special Issue on Advanced Approaches and Applications for Electric Vehicle Charging Demand Management

Wei-Jen Lee , Goran Strbac , Zechun Hu , Zhaohao Ding , Piampoom Sarikprueck et al.

IEEE Transactions on Industry Applications, 2020, 56 (5), pp.5682-5683. ⟨10.1109/TIA.2020.3003567⟩

Article dans une revue hal-03666915v1
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Quantifying power system flexibility provision

Thomas Heggarty , Jean-Yves Bourmaud , Robin Girard , Georges Kariniotakis

Applied Energy, 2020, 279, pp.115852. ⟨10.1016/j.apenergy.2020.115852⟩

Article dans une revue hal-02939532v1
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Overhead lines Dynamic Line rating based on probabilistic day-ahead forecasting and risk assessment

Romain Dupin , George Kariniotakis , Andrea Michiorri

International Journal of Electrical Power & Energy Systems, 2019, 110, pp.565-578. ⟨10.1016/j.ijepes.2019.03.043⟩

Article dans une revue hal-02085660v1
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Optimal Participation of Residential Aggregators in Energy and Local Flexibility Markets

Carlos Adrian Correa-Florez , Andrea Michiorri , George Kariniotakis

IEEE Transactions on Smart Grid, 2019, pp.1-14. ⟨10.1109/TSG.2019.2941687⟩

Article dans une revue hal-02314162v1
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Strategies for Combined Operation of PV/Storage Systems Integrated into Electricity Markets

Thomas Carriere , Christophe Vernay , Sébastien Pitaval , François-Pascal Neirac , Georges Kariniotakis

IET Renewable Power Generation, 2019, ⟨10.1049/iet-rpg.2019.0375⟩

Article dans une revue hal-02124855v1
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Comparative Analysis of Adjustable Robust Optimization Alternatives for the Participation of Aggregated Residential Prosumers in Electricity Markets

Adrian Carlos Correa-Florez , Andrea Michiorri , Georges Kariniotakis

Energies, 2019, Special Issue: "Digital Solutions for Energy Management and Power Generation", 12 (6), pp.1-27. ⟨10.3390/en12061019⟩

Article dans une revue hal-02069010v1
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An Integrated Approach for Value-oriented Energy Forecasting and Data-driven Decision-making. Application to Renewable Energy Trading

Thomas Carriere , Georges Kariniotakis

IEEE Transactions on Smart Grid, 2019, 10 (6), pp.6933 - 6944. ⟨10.1109/TSG.2019.2914379⟩

Article dans une revue hal-02124851v1
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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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Modeling and Forecasting Electric Vehicle Consumption Profiles

Alexis Gerossier , Robin Girard , Georges Kariniotakis

Energies, 2019, Special Issue Selected Papers from MEDPOWER 2018—the 11th Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion, 12 (7, 1341), pp.1-14. ⟨10.3390/en12071341⟩

Article dans une revue hal-02093144v1
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Probabilistic Model for Spatio-Temporal Photovoltaic Power Forecasting

Xwégnon Ghislain Agoua , Robin Girard , Georges Kariniotakis

IEEE Transactions on Sustainable Energy , 2019, 10 (2), pp.780 - 789. ⟨10.1109/TSTE.2018.2847558⟩

Article dans une revue hal-01817629v1
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Optimal Dynamic Line Rating Forecasts Selection Based on Ampacity Probabilistic Forecasting and Network Operators' Risk Aversion

Romain Dupin , Andrea Michiorri , Georges Kariniotakis

IEEE Transactions on Power Systems, In press, pp.1-1. ⟨10.1109/TPWRS.2018.2889973⟩

Article dans une revue hal-01998856v1
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Multi-temporal assessment of power system flexibility requirement

Thomas Heggarty , Jean-Yves Bourmaud , Robin Girard , Georges Kariniotakis

Applied Energy, 2019, 238, pp.1327-1336. ⟨10.1016/j.apenergy.2019.01.198⟩

Article dans une revue hal-01998837v2
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Incorporating flexibility options into distribution grid reinforcement planning: A techno-economic framework approach

Sergey Klyapovskiy , Shi You , Andrea Michiorri , Georges Kariniotakis , Henrik W Bindner

Applied Energy, 2019, 254, pp.113662. ⟨10.1016/j.apenergy.2019.113662⟩

Article dans une revue hal-02280731v1
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Understanding the Benefits of Dynamic Line Rating under Multiple Sources of Uncertainty

Fei Teng , Romain Dupin , Andrea Michiorri , Georges Kariniotakis , Yanfei Chen et al.

IEEE Transactions on Power Systems, 2018, 33 (3), pp.3306 - 3314. ⟨10.1109/TPWRS.2017.2786470⟩

Article dans une revue hal-01686328v1
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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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A Stochastic Optimal Power Flow for Scheduling Flexible Resources in Microgrids Operation

Etta Grover-Silva , Miguel Heleno , Salman Mashayekh , Gonçalo Cardoso , Robin Girard et al.

Applied Energy, 2018, ⟨10.1016/j.apenergy.2018.07.114⟩

Article dans une revue hal-01855950v1
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Optimal sizing and placement of distribution grid connected battery systems through an SOCP optimal power flow algorithm

Etta Grover-Silva , Robin Girard , Georges Kariniotakis

Applied Energy, 2018, 219, pp.385-393. ⟨10.1016/j.apenergy.2017.09.008⟩

Article dans une revue hal-01617620v2
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Robust optimization for day-ahead market participation of smart-home aggregators

Carlos Adrian Correa-Florez , Andrea Michiorri , Georges Kariniotakis

Applied Energy, 2018, 229, pp.433-445. ⟨10.1016/j.apenergy.2018.07.120⟩

Article dans une revue hal-01862545v1
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Robust Day-Ahead Forecasting of Household Electricity Demand and Operational Challenges

Alexis Gérossier , Robin Girard , Alexis Bocquet , Georges Kariniotakis

Energies, 2018, 11 (12), pp.3503. ⟨10.3390/en11123503⟩

Article dans une revue hal-01958276v1
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Stochastic operation of home energy management systems including battery cycling

Carlos Adrian Correa Florez , Alexis Gerossier , Andrea Michiorri , Georges Kariniotakis

Applied Energy, 2018, 225, pp.1205-1218. ⟨10.1016/j.apenergy.2018.04.130⟩

Article dans une revue hal-01809270v1
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Storage sizing for grid connected hybrid wind and storage power plants taking into account forecast errors autocorrelation

Andrea Michiorri , Jesus Lugaro , Nils Siebert , Robin Girard , Georges Kariniotakis

Renewable Energy, 2018, 117, pp.380-392. ⟨10.1016/j.renene.2017.10.070⟩

Article dans une revue hal-01626067v1
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Short-Term Spatio-Temporal Forecasting of Photovoltaic Power Production

Xwégnon Ghislain Agoua , Robin Girard , Georges Kariniotakis

IEEE Transactions on Sustainable Energy , 2018, 9 (2), pp. 538 - 546. ⟨10.1109/TSTE.2017.2747765⟩

Article dans une revue hal-01581946v1
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Towards Improved Understanding of the Applicability of Uncertainty Forecasts in the Electric Power Industry

Ricardo J. Bessa , Corinna Möhrlen , Vanessa Fundel , Malte Siefert , Jethro Browell et al.

Energies, 2017, 10 (9), pp.1402. ⟨10.3390/en10091402⟩

Article dans une revue hal-01589969v1
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A generic GIS-based method for small Pumped Hydro Energy Storage (PHES) potential evaluation at large scale

Antoine Rogeau , Robin Girard , Georges Kariniotakis

Applied Energy, 2017, 197, pp.241 - 253. ⟨10.1016/j.apenergy.2017.03.103⟩

Article dans une revue hal-01513139v1
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Sensitivity analysis in the technical potential assessment of onshore wind and ground solar photovoltaic power resources at regional scale

Arthur Bossavy , Robin Girard , Georges Kariniotakis

Applied Energy, 2016, 182, pp.145-153. ⟨10.1016/j.apenergy.2016.08.075⟩

Article dans une revue hal-01356857v1
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Wind power forecasting: IEA Wind Task 36 & future research issues

Gregor Giebel , Joël Cline , Helmut Frank , Will Shaw , Pierre Pinson et al.

Journal of Physics: Conference Series, 2016, The Science of Making Torque from Wind (TORQUE 2016), 753, pp.Article 032042. ⟨10.1088/1742-6596/753/3/032042⟩

Article dans une revue hal-01409112v1
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The " Weather Intelligence for Renewable Energies " Benchmarking Exercise on Short-Term Forecasting of Wind and Solar Power Generation

Simone Sperati , Stefano Alessandrini , Pierre Pinson , Georges Kariniotakis

Energies, 2015, 8 (9), pp.9594-9619. ⟨10.3390/en8099594⟩

Article dans une revue hal-01199212v1
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An edge model for the evaluation of wind power ramps characterization approaches

Arthur Bossavy , Robin Girard , Georges Kariniotakis

Wind Energy, 2015, 18 (7), pp.1169-1184. ⟨10.1002/we.1753⟩

Article dans une revue hal-01108808v1
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An integrated approach for optimal coordination of wind power and hydro pumping storage

Edgardo D. Castronuovo , Julio Usaola , Ricardo Bessa , Manuel Antonio Matos , I.C. Costa et al.

Wind Energy, 2014, 17 (6), pp.829-852. ⟨10.1002/we.1600⟩

Article dans une revue hal-00802781v1
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Forecasting ramps of wind power production with numerical weather prediction ensembles

Arthur Bossavy , Robin Girard , Georges Kariniotakis

Wind Energy, 2013, 16 (1), pp.51-63. ⟨10.1002/we.526⟩

Article dans une revue hal-00682772v1
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Assessment of wind power predictability as a decision factor in the investment phase of wind farms

Robin Girard , K. Laquaine , Georges Kariniotakis

Applied Energy, 2013, 101, pp.609-617. ⟨10.1016/j.apenergy.2012.06.064⟩

Article dans une revue hal-00734082v1
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Quelle recherche et développement pour un leadership européen dans l'éolien ?

Georges Kariniotakis

Tribunes Parlementaires Européennes, 2012, Quel avenir pour la filière éolienne ?, pp.34

Article dans une revue hal-00801685v1
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Conditional Prediction Intervals of Wind Power Generation

Pierre Pinson , Georges Kariniotakis

IEEE Transactions on Power Systems, 2010, 25 (4), pp.1845-1856. ⟨10.1109/TPWRS.2010.2045774⟩

Article dans une revue hal-00614425v1
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Skill forecasting from ensemble predictions of wind power

Pierre Pinson , Henrik Aa. Nielsen , Henrik Madsen , Georges Kariniotakis

Applied Energy, 2009, 86 (7-8, July-August 2009), pp.Pages 1326-1334. ⟨10.1016/j.apenergy.2008.10.009⟩

Article dans une revue hal-00812349v1
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Wind into power, from ANEMOS to SafeWind

Georges Kariniotakis

Public Service Review, Science and Technology, 2009, 5, pp.188-189

Article dans une revue hal-00812703v1
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Improvements in wind speed forecasts for wind power prediction purposes using Kalman filtering

Petroula Louka , Georges Galanis , Nils Siebert , Georges Kariniotakis , Petros Katsafados et al.

Journal of Wind Engineering and Industrial Aerodynamics, 2008, 96 (12), pp.Pages 2348-2362. ⟨10.1016/j.jweia.2008.03.013⟩

Article dans une revue hal-00505993v1

Non-parametric probabilistic forecasts of wind power: Required properties and evaluation

Pierre Pinson , Henrik Aa. Nielsen , Jan K. Moller , Henrik Madsen , Georges Kariniotakis

Wind Energy, 2007, 10 (6), pp.497-516. ⟨10.1002/we.230⟩

Article dans une revue istex hal-00525361v1

ViLab: A virtual laboratory for collaborative research on wind power forecasting

Pierre Pinson , Sergio Lozano , Ignacio Marti , Georges Kariniotakis , Gregor Giebel

Wind Engineering, 2007, 31 (2), p. 117-122. ⟨10.1260/030952407781494458⟩

Article dans une revue hal-00822464v1

Trading Wind Generation From Short-Term Probabilistic Forecasts of Wind Power.

Pierre Pinson , Christophe Chevallier , Georges Kariniotakis

IEEE Transactions on Power Systems, 2007, 22 (3), pp.1148-1156. ⟨10.1109/TPWRS.2007.901117⟩

Article dans une revue hal-00213325v1
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Trading Wind Generation From Short-Term Probabilistic Forecasts of Wind Power

Pierre Pinson , Christophe Chevallier , Georges Kariniotakis

IEEE Transactions on Power Systems, 2007, 22 (3), pp.1148 - 1156. ⟨10.1109/TPWRS.2007.901117⟩

Article dans une revue hal-00617685v1

ViLab : a virtual laboratory for collaborative research on wind power forecasting.

Pierre Pinson , Sergio Lozano , Ignacio Marti , Georges Kariniotakis , Gregor Giebel

Wind Engineering, 2007, 31 (2), pp.117-121

Article dans une revue hal-00213387v1
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Management of microgrids in market environment

Antonis G. Tsikalakis , Aris L. Dimeas , Nikos D. Hatziargyriou , Joao A. Pecas Lopes , Georges Kariniotakis et al.

International Journal of Distributed Energy Resources, 2006, 2 (3), pp.177-193

Article dans une revue hal-00526397v1
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Dynamic modeling of MicroGrids

Georges Kariniotakis , N.L. Soultanis , A.I. Tsouchnikas , S.A. Papathanasiou , Nikos D. Hatziargyriou et al.

International Journal of Distributed Energy Resources, 2006, 2 (4), pp.279-303

Article dans une revue hal-00526378v1
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A Protocol for Standardazing the performance evaluation of short term wind power prediction models

Henrik Madsen , Pierre Pinson , Georges Kariniotakis , Henrik Aa. Nielsen , Torben Skov Nielsen

Wind Engineering, 2005, 29 (6), p. 475-489. ⟨10.1260/030952405776234599⟩

Article dans une revue hal-00527248v1
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On-line Assessment of Prediction Risk for Wind Power Production Forecasts

Pierre Pinson , Georges Kariniotakis

Wind Energy, 2004, Special Issue: A Sampling of the 2003 EWEC in Madrid, 7 (2), pp.119 - 132. ⟨10.1002/we.114⟩

Article dans une revue hal-01721503v1

The "CARE" system overview : advanced control advice for power systems with large scale Integration of renewable Energy Sources

Nikos D. Hatziargyriou , Georges Contaxis , Michaël P. Papadopoulos , Basil C. Papadias , Joao A. Pecas Lopes et al.

Wind Engineering, 1999, 23 (2), p.57-68

Article dans une revue hal-00538534v1
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Modélisation dynamique des systèmes électriques insulaires incluant des énergies renouvelables : hydraulique et éolienne

Georges Kariniotakis

La Houille Blanche - Revue internationale de l'eau, 1999, 1, p. 27-34. ⟨10.1051/lhb/1999003⟩

Article dans une revue hal-00542358v1
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Load and wind power forecasting methods for the optimal management of isolated power systems with high wind penetration

Geoff A. Dutton , Georges Kariniotakis , Jackie A. Halliday , Eric Nogaret

Wind Engineering, 1999, 23 (2), p.69-87

Article dans une revue hal-00538463v1

An advanced control system for the optimal operation and management of medium size power systems with a large penetration from renewable power sources

Eric Nogaret , Georges Stavrakakis , Georges Kariniotakis , Michaël P. Papadopoulos , Nikos D. Hatziargyriou et al.

Renewable Energy, 1997, 12 (2), pp.Pages 137-149. ⟨10.1016/S0960-1481(97)00028-1⟩

Article dans une revue istex hal-00618082v1
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Wind Power Forecasting Using Advanced Neural Networks Models

Georges Kariniotakis , Georges Stavrakakis , Eric Nogaret

IEEE Transactions on Energy Conversion, 1996, 11 (4), pp.762 - 767. ⟨10.1109/60.556376⟩

Article dans une revue hal-01441822v1

A general simulation algorithm for the accurate assessment of isolated diesel-wind turbines systems interaction. Part II: Implementation of the algorithm and case-studies with induction generators

Georges Kariniotakis , Georges Stavrakakis

IEEE Transactions on Energy Conversion, 1995, 10 (3), pp.584 - 590. ⟨10.1109/60.464886⟩

Article dans une revue hal-01441838v1

A general simulation algorithm for the accurate assessment of isolated diesel-wind turbines systems interaction. I. A general multimachine power system model

Georges Stavrakakis , Georges Kariniotakis

IEEE Transactions on Energy Conversion, 1995, 10 (3), pp.577 - 583. ⟨10.1109/60.464885⟩

Article dans une revue hal-01441827v1

The role of predictability in the investment phase of wind farms

Sanz Rodrigo Javier , Laura Frías Paredes , Robin Girard , Georges Kariniotakis , Kevin Laquaine et al.

Renewable Energy Forecasting: From Models to Applications , Elsevier - Woodhead Publishing, Chapter 14 - p. 341-357, 2017, Woodhead Publishing Series in Energy, 978-0-0810-0504-0 ⟨10.1016/B978-0-08-100504-0.00014-7⟩

Chapitre d'ouvrage hal-01544744v1

Wind power forecasting - a review of the state of the art

Gregor Giebel , Georges Kariniotakis

Renewable Energy Forecasting: From Models to Applications , Elsevier - Woodhead Publishing, Chapter 3 - p. 59-96, 2017, Woodhead Publishing Series in Energy, 978-0-0810-0504-0 ⟨10.1016/B978-0-08-100504-0.00003-2⟩

Chapitre d'ouvrage hal-01544728v1

Digital use cases for power generation

Georges Kariniotakis

European technology platform for the electricity networks of the future The Digital Energy System 4.0 2016 , 8-15 - Chapter 3.1, 2016

Chapitre d'ouvrage hal-01573946v1

R&D roadmap for wind energy

Georges Kariniotakis

ADEME, CNRS, UNESCO. Renewable energies in the service of humanity - 40th anniversary of the congress 'The sun in the Service of Mankind' 1973-2013. Current challenges and prospects by 2030 and 2050, , pp.33-35, 2015, 978-2-35838-952-5

Chapitre d'ouvrage hal-01573658v1

Microgrids Control Issues

Aris L. Dimeas , Antonis G. Tsikalakis , Georges Kariniotakis , George Korres

Nikos Hatziargyriou. Microgrids: Architectures and Control, Wiley-IEEE Press, pp.25-80, 2014, 978-1-118-72068-4

Chapitre d'ouvrage hal-00950016v1

Pilot Sites: Success Stories and Learnt Lessons

Georges Kariniotakis , Aris L. Dimeas , Franck van Overbeeke

Nikos Hatziargyriou. Microgrids: Architectures and Control, Wiley-IEEE Press, pp.206-274, 2014, 978-1-118-72068-4

Chapitre d'ouvrage hal-00950032v1
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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
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Using One Wind Farm as a Reference to Estimate the Energy Production of Another: Insights from a Probabilistic Analysis

Paul Mazoyer , Duc Thomas , Andreas Bechmann , Georges Kariniotakis

Wind Energy Science Conference, WESC 2025, European Academy of Wind Energy (EAWE), Jun 2025, Nantes, France

Communication dans un congrès hal-05138375v1

Assessment of Kolmogorov-Arnold Networks for Spatio-Temporal Renewable Energy Forecasting

Lukas Stippel , Carla Gonçalves , Simon Camal , Georges Kariniotakis , Ricardo J Bessa

International Conference on Energy & Meteorology, World Energy and Meteorology Council, Jun 2025, Galzignano Terme, Italy

Communication dans un congrès hal-05552098v1

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
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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

Renewable Energy Forecasting – Is AI a game changer?

Georges Kariniotakis

AMLD2024 - Applied Machine Learning Days, EPFL, Mar 2024, Laussane, Switzerland

Communication dans un congrès hal-04945398v1

Short-term forecasting of wind power: Highlight results from the Smart4RES project and perspectives

Georges Kariniotakis

Journées Scientifiques de l'Eolien, France Renouvelables, IFPEN, Jan 2024, Saint-Malo, France

Communication dans un congrès hal-04918048v1
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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

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

Renewable energy forecasting: State of the art & latest tendencies of research.

Georges Kariniotakis

Energy, mathematics, and theoretical challenges Workshop, Sep 2024, Paris, France

Communication dans un congrès hal-04945444v1

Advances in RES Forecasting and Challenges for the Future

Georges Kariniotakis

12th INREC 2023 - Uncertainties in Energy - Markets, Systems & Decisions, University of Duisburg Essen, Sep 2023, Essen, Germany

Communication dans un congrès hal-04246939v1
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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

CONWEY: an Energy Yield Assessment based on Operational Data for Repowering Projects

Paul Mazoyer , Thomas Duc , Andreas Bechmann , Georges Kariniotakis

Wind Energy Science Conference, WESC 2023, European Academy of Wind Energy, May 2023, Glasgow, United Kingdom

Communication dans un congrès hal-04637798v1
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A New Energy Yield Assessment Model with Reduced Uncertainty for Wind Farms Repowering

Paul Mazoyer , Duc Thomas , Andreas Bechmann , Georges Kariniotakis

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

Communication dans un congrès hal-04162063v1
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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

An outlook of Smart4RES contributions and research perspectives for renewable energy forecasting

Georges Kariniotakis

WindEurope Technology Workshop 2023, WindEurope, Jun 2023, Bruxelles, Belgium

Communication dans un congrès hal-04217580v1

Validation of an uncertainty model for wind vertical extrapolation

Paul Mazoyer , Duc Thomas , Andreas Bechmann , Georges Kariniotakis

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

Communication dans un congrès hal-04918014v1

Keynote. Renewable Energy Forecasting – State of the art, highlight results of Smart4RES and future directions.

Georges Kariniotakis

7th International Conference Energy & Meteorology (ICEM), WEMC - World Energy & Meteorology Council, Jun 2023, Padova, Italy

Communication dans un congrès hal-04217573v1

Optimization of large-scale virtual power plants integrating wind farms

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

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

Communication dans un congrès hal-04162056v1

Renewable energy forecasting: results of the Smart4RES project and future research directions.

Georges Kariniotakis , Simon Camal

EGU General Assembly 2023, EGU - European Geosciences Union, Apr 2023, Vienna, Austria. ⟨10.5194/egusphere-egu23-9658⟩

Communication dans un congrès hal-04076542v1

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

Wind Power Forecasting - State of the art and new directions of research

Georges Kariniotakis

Journées Scientifiques de l’Eolien 2022, France Energie Eolienne et IFP Energies Nouvelles, Oct 2022, Paris, France

Communication dans un congrès hal-04073569v1
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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

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
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Forecasting for the Weather Driven Energy System - A new Task under IEA Wind

Gregor Giebel , Caroline Draxl , Helmut Frank , John Zack , Corinna Möhrlen et al.

21st Wind & Solar Integration Workshop (WIW 2022), Energynautics, Oct 2022, The Hague, Netherlands. ⟨10.1049/icp.2022.2830⟩

Communication dans un congrès hal-03781974v1

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

Forecasting for the Weather Driven Energy System – The New IEA Wind Task 51

Gregor Giebel , Caroline Draxl , Helmut Frank , John Zack , Jethro Browell et al.

EGU General Assembly 2022, May 2022, Vienna, Austria. pp.EGU22-7926, ⟨10.5194/egusphere-egu22-7926⟩

Communication dans un congrès hal-03620462v1
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Identification and Quantification of the Flexibility Potential of a Complex Industrial Process for Ancillary Services Provision

Sylvain Ledur , Robin Molinier , Fabrizio Sossan , Jean-Christophe Alais , Moulay Driss El Alaoui Faris et al.

PSCC'2022, 22nd Power Systems Computation Conference, Jun 2022, Porto, Portugal

Communication dans un congrès hal-03734476v1
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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

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

Making Energy Forecasting Resilient to Missing Features: a Robust Optimization Approach

Akylas Stratigakos , Panagiotis Andrianesis , Andrea Michiorri , Georges Kariniotakis

42nd International Symposium on Forecasting, Jul 2022, Oxford, United Kingdom

Communication dans un congrès hal-03718668v1

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

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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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

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

Konstantinos Parginos , George Kariniotakis , Ricardo Bessa , Simon Camal

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

Communication dans un congrès hal-03710698v1

Assessment of Alternative Ways to Integrate Weather Predictions in Photovoltaic Generation Forecasting

Kevin Bellinguer , Robin Girard , Guillaume Bontron , Georges Kariniotakis

EGU General Assembly 2021 - VEGU21, European Geophysical Union (EGU), Apr 2021, Virtual Event, Germany. ⟨10.5194/egusphere-egu21-16091⟩

Communication dans un congrès hal-03175357v1

Short-term trading of wind energy production using data-driven prescriptive optimization

Akylas Stratigakos , S Camal , T Blondel , Georges Kariniotakis

Wind Energy Science Conference, May 2021, Hannover, Germany

Communication dans un congrès hal-03238445v1
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Short-Term Photovoltaic Generation Forecasting Enhanced by Satellite Derived Irradiance

Kevin Bellinguer , Robin Girard , Guillaume Bontron , Georges Kariniotakis

26th International Conference & Exhibition on Electricity Distribution (CIRED 2021), CIRED, Sep 2021, Virtual Event, Switzerland

Communication dans un congrès hal-03407898v1
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Scheduling the Charge of Electric Vehicles Including Reactive Power Support: Application to a Medium-Voltage Grid

Biswarup Mukherjee , Georges Kariniotakis , Fabrizio Sossan

The 26th International Conference & Exhibition on Electricity Distribution (CIRED 2021), IET, Sep 2021, Geneva, Switzerland. pp.1534-1538, ⟨10.1049/icp.2021.1680⟩

Communication dans un congrès hal-03342389v1
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Games and Other News from IEA Wind Task 36 Forecasting for Wind Energy

Gregor Giebel , Will Shaw , Helmut Frank , Caroline Draxl , John Zack et al.

20th International Workshop on Large-scale Integration of Wind Power into Power Systems as well as on Transmission Networks for Offshore Wind Power Plants, EnergyNautics GmbH, Sep 2021, Berlin, Germany. pp.99-103, ⟨10.1049/icp.2021.2605⟩

Communication dans un congrès hal-03622018v1
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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

IEA Wind Task 36 - International Collaboration on Forecast Improvements

Gregor Giebel , Will Shaw , Helmut Frank , Caroline Draxl , John Zack et al.

EGU General Assembly 2021 - VEGU21, European Geophysical Union (EGU), Apr 2021, Virtual Event, Germany. ⟨10.5194/egusphere-egu21-13417⟩

Communication dans un congrès hal-03175362v1
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IMPACT OF TRANSFORMER AND CABLE AGING ON DISTRIBUTION LOCATIONAL MARGINAL COSTS IN ACTIVE DISTRIBUTION NETWORKS

Panagiotis Andrianesis , Andrea Michiorri , Georges Kariniotakis , Michael Caramanis

CIRED 2021 Conference, Sep 2021, Online, France. ⟨10.1049/icp.2021.1735⟩

Communication dans un congrès hal-03407221v1
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State of Charge and Thermal-Related Deterioration Prediction for Li-Ion Storage Systems in Hybrid Photovoltaic Systems in the Island of Corsica

Alberto Vazques-Rodriguez , François-Pascal Neirac , Georges Kariniotakis

26th International Conference & Exhibition on Electricity Distribution (CIRED 2021), CIRED, Sep 2021, Virtual Event, Switzerland

Communication dans un congrès hal-03407790v1
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Smart Charging, Vehicle-to-Grid, and Reactive Power Support from Electric Vehicles in Distribution Grids: A Performance Comparison

Biswarup Mukherjee , Georges Kariniotakis , Fabrizio Sossan

2021 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), IEEE, Oct 2021, Espoo, Finland

Communication dans un congrès hal-03341731v1
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Data Science for Next Generation Renewable Energy Forecasting - Highlight Results from the Smart4RES Project

Georges Kariniotakis , Simon Camal , Fabrizio Sossan , Bijan Nouri , Jorge Lezaca et al.

11th International Workshop on Integration of Solar Power into Power Systems, EnergyNautics GmbH, Sep 2021, Berlin, Germany. ⟨10.1049/icp.2021.2499⟩

Communication dans un congrès hal-03623923v1

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
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A Value-Oriented Price Forecasting Approach to Optimize Trading of Renewable Generation

Akylas Stratigakos , Andrea Michiorri , Georges Kariniotakis

2021 IEEE Madrid PowerTech, IEEE, Jun 2021, Madrid, Spain

Communication dans un congrès hal-03208575v1

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

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
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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

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

IEA Wind Task 36 Forecasting

Gregor Giebel , Will Shaw , Helmut Frank , Pierre Pinson , Caroline Draxl et al.

https://www.egu2020.eu/, May 2020, (On-line ), Austria. ⟨10.5194/egusphere-egu2020-14253⟩

Communication dans un congrès hal-02888293v1
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Short-term Forecasting of Photovoltaic Generation based on Conditioned Learning of Geopotential Fields

Kevin Bellinguer , Robin Girard , Guillaume Bontron , Georges Kariniotakis

55th International Universities Power Engineering Conference - Virtual Conference UPEC 2020 – "Verifying The Targets", Sep 2020, Torino (Virtual Conference), Italy

Communication dans un congrès hal-02932018v1

Towards a seamless approach for photovoltaic forecasting

Georges Kariniotakis , Thomas Carriere

EGU General Assembly 2020, European Geosciences Union (EGU), May 2020, (On-line ), Austria. ⟨10.5194/egusphere-egu2020-21753⟩

Communication dans un congrès hal-02886692v1

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
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IEA Wind Task 36 -An Overview

Gregor Giebel , Will Shaw , Helmut Frank , Caroline Draxl , John Zack et al.

19th Wind Integration Workshop 2020, Nov 2020, Virtual Event, Germany

Communication dans un congrès hal-03036097v1

Short-term photovoltaic generation forecasting using multiple heterogenous sources of data based on an analog approach.

Kevin Bellinguer , Robin Girard , Guillaume Bontron , Georges Kariniotakis

EGU General Assembly 2020, European Geophysical Union (EGU), May 2020, On-line, Austria. ⟨10.5194/egusphere-egu2020-13790⟩

Communication dans un congrès hal-02886725v1

Towards improved RES predictability

Georges Kariniotakis

EnerGaïa 2019: The renewable energy Forum, Dec 2019, Montpellier, France

Communication dans un congrès hal-02440062v1
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Sizing of a PV/Battery System Through Stochastic Control and Plant Aggregation.

Thomas Carriere , Christophe Vernay , Sébastien Pitaval , François-Pascal Neirac , George Kariniotakis

36th European PV Solar Energy Conference and Exhibition (EU PVSEC), Sep 2019, Marseille, France

Communication dans un congrès hal-02315194v1

Probabilistic photovoltaic forecasting combining heterogeneous sources of input data for multiple time-frames

Thomas Carriere , Christophe Vernay , Sébastien Pitaval , François-Pascal Neirac , Georges Kariniotakis

6th International Conference Energy & Meteorology, WEMC - World Energy and Meteorology Council, Jun 2019, Copenhagen, Denmark

Communication dans un congrès hal-02177673v1

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
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Short-term photovoltaic generation forecasting using multiple heterogenous sources of data

Kevin Bellinguer , Robin Girard , Guillaume Bontron , Georges Kariniotakis

36th European PV Solar Energy Conference and Exhibition (EU PVSEC), WIP Renewable Energies, Sep 2019, Marseille, France

Communication dans un congrès hal-02314083v1
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Retrofitting a building stock: modeling and optimization for decision aiding at territory scale

A Rogeau , R Girard , Y Abdelouadoud , Georges Kariniotakis

CISBAT 2019, Climate resilient cities - Energy efficiency & renewables in the digital era, Sep 2019, Lausanne, Switzerland. ⟨10.1088/1742-6596/1343/1/012029⟩

Communication dans un congrès hal-02337521v1

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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Simulation of day-ahead electricity market prices using a statistically calibrated structural model

Valentin Mahler , Robin Girard , Sébastien Billeau , Georges Kariniotakis

16th European Energy Market Conference (EEM 2019), IEEE PES, Sep 2019, Ljubljana, Slovenia

Communication dans un congrès hal-02351932v1
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Strategies for Combined Operation of PV/Storage Systems Integrated to Electricity Markets

Thomas Carriere , Christophe Vernay , Sébastien Pitaval , François-Pascal Neirac , Georges Kariniotakis

11th Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion, MEDPOWER 2018, Nov 2018, Dubrovnik (Cavtat), Croatia

Communication dans un congrès hal-01949553v1
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Day-Ahead Management of Smart Homes Considering Uncertainty and Grid Flexibilities

Carlos Adrian Correa-Florez , Andrea Michiorri , Alexis Gerossier , Georges Kariniotakis

11th Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion, MEDPOWER 2018, Nov 2018, Dubrovnik (Cavtat), Croatia

Communication dans un congrès hal-01948634v1

IEA Wind Task 36 Forecasting for Wind Energy

Gregor Giebel , Will Shaw , Helmut Frank , Pierre Pinson , Bri-Mathias Hodge et al.

2018 European Geosciences Union (EGU) General Assembly 2018, Apr 2018, Vienna, Austria. pp.EGU2018-6942-1

Communication dans un congrès hal-01813288v1
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An address-matching algorithm for household-scale databases to enhance electricity demand characterization

Antoine Rogeau , Robin Girard , Georges Kariniotakis , Nicolas Kong

11th Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion (MEDPOWER 2018), Nov 2018, Dubrovnik (Cavtat), Croatia

Communication dans un congrès hal-01948608v1
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Modeling Electric Vehicle Consumption Profiles for Short-Term Forecasting and Long-Term Simulation

Alexis Gerossier , Robin Girard , George Kariniotakis

11th Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion, MEDPOWER 2018, Nov 2018, Dubrovnik (Cavtat), Croatia

Communication dans un congrès hal-01948609v1
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Probabilistic Day-Ahead Forecasting of Household Electricity Demand

Alexis Gerossier , Robin Girard , Georges Kariniotakis , Andrea Michiorri

CIRED 2017 - 24th International Conference on Electricity Distribution, Jun 2017, Glasgow, United Kingdom. pp.2500 - 2504, ⟨10.1049/oap-cired.2017.0625⟩

Communication dans un congrès hal-01518373v1
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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

Task 36 Forecasting for Wind Power

Gregor Giebel , Joël Cline , Helmut Frank , Will Shaw , Pierre Pinson et al.

97th American Meteorological Society Annual Meeting, Host: “Eighth Conference on Weather, Climate, Water and the New Energy Economy”, American Geophysical Society, Jan 2017, Seattle, WA, United States. pp.EGU2017-18663

Communication dans un congrès hal-01534407v1

The role of predictive analytics in smart grids

Georges Kariniotakis

IEEE International Conference on Smart Grid Communications (SmartGridComm 2017), IEEE, Oct 2017, Dresde, Germany

Communication dans un congrès hal-04073663v1
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Challenges, Innovative Architectures and Control Strategies for Future Networks: The Web-of-Cells, Fractal Grids and Other Concepts

Georges Kariniotakis , Luciano Martini , Chris Caerts , Helfried Brunner , Nicolas Retière

CIRED 2017 - 24th International Conference on Electricity Distribution, Jun 2017, Glascow, United Kingdom. pp.2149 - 2152, ⟨10.1049/oap-cired.2017.1287⟩

Communication dans un congrès hal-01518368v1
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Long Term Forecast of Local Electrical Demand and Evaluation of Future Impacts on the Electricity Distribution Network

Nicolas Kong , Maxence Bocquel , Thibaut Barbier , Robin Girard , Elena Magliaro et al.

CIRED 2017, Jun 2017, Glascow, United Kingdom. pp.0743

Communication dans un congrès hal-01513138v1

IEA Wind Task 36 Forecasting

Gregor Giebel , Joël Cline , Helmut Frank , Will Shaw , Bri-Mathias Hodge et al.

Offshore Wind energy 2017, Jun 2017, London, United Kingdom

Communication dans un congrès hal-01534454v1
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A Stochastic Multi-Temporal Optimal Power Flow Approach for the Management of Grid Connected Storage

Etta Grover-Silva , Xwégnon Ghislain Agoua , Robin Girard , Georges Kariniotakis

CIRED 2017 (Congres International des Réseaux Electriques de Distribution), Jun 2017, Glasgow, United Kingdom. pp.12 - 15

Communication dans un congrès hal-01500379v1

IEA Wind Task 36 Forecasting

Gregor Giebel , Joël Cline , Helmut Frank , Will Shaw , Pierre Pinson et al.

EGU 2017, European Geosciences Union General Assembly 2017, Apr 2017, Vienna, Austria. pp. EGU2017-18663

Communication dans un congrès hal-01534274v1

Task 36 Forecasting for Wind Power

Gregor Giebel , Helmut Frank , Joel Cline , Will Shaw , Pierre Pinson et al.

Wind Energy Science Conference 2017, Jun 2017, Lyngby, Denmark

Communication dans un congrès hal-02126087v1

Energy digitalisation and integration of renewable energy sources - the role of forecasting

Georges Kariniotakis

Big Data and Sustainability Energy and Networks, NTNU/SINTEF, French Embassy in Norway, Oct 2017, Trondheim, Norway

Communication dans un congrès hal-04073655v1
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Optimal Scheduling of Storage Devices in Smart Buildings Including Battery Cycling

Carlos Adrian Correa Florez , Alexis Gerossier , Andrea Michiorri , Georges Kariniotakis

12th IEEE Power and Energy Society PowerTech Conference - PowerTech, Jun 2017, Manchester, United Kingdom. ⟨10.1109/PTC.2017.7981199⟩

Communication dans un congrès hal-01520365v1
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Residential Electrical and Thermal Storage Optimisation in a Market Environment

Carlos Adrian Correa Florez , Alexis Gerossier , Andrea Michiorri , Robin Girard , Georges Kariniotakis

CIRED 2017 - 24th International Conference on Electricity Distribution, Jun 2017, Glasgow, United Kingdom. pp.1967 - 1970, ⟨10.1049/oap-cired.2017.1086⟩

Communication dans un congrès hal-01518380v1

The Fractal Grid Approach

Georges Kariniotakis

24th International Conference on Electricity Distribution (CIRED 2017), CIRED, Jun 2017, Glagow, United Kingdom

Communication dans un congrès hal-04073658v1
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Fractal Grid – Towards the Future Smart Grid

Nicolas Retière , Giovanni Muratore , Georges Kariniotakis , Andrea Michiorri , Pierre Frankhauser et al.

CIRED 2017 - 24th International Conference on Electricity Distribution, Jun 2017, Glascow, United Kingdom. pp.1236

Communication dans un congrès hal-01518413v1
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An optimisation algorithm for matching large scale databases on customers for improved characterisation of electricity consumption

Thibaut Barbier , Robin Girard , Nicolas Kong , François-Pascal Neirac , Georges Kariniotakis et al.

MedPower 2016 - The 10th Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion, Nov 2016, Belgrade, Serbia

Communication dans un congrès hal-01407901v1
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Dynamic line rating day-ahead forecasts - cost benefit based selection of the optimal quantile

Romain Dupin , Andrea Michiorri , Georges Kariniotakis

CIRED 2016 workshop - Electrical networks for society and people , CIREC - Centre International de Recherche sur l’Environnement et le Développement, Jun 2016, Helsinki, Finland

Communication dans un congrès hal-01398440v1
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Assessment of probabilistic PV production forecasts performance in an operational context

Alexis Bocquet , Andrea Michiorri , Arthur Bossavy , Robin Girard , Georges Kariniotakis

6th Solar Integration Workshop - International Workshop on Integration of Solar Power into Power Systems, Nov 2016, Vienna, Austria. pp.6 - ISBN 978-3-9816549-3-6

Communication dans un congrès hal-01409042v1

Challenges with the Integration of Renewables into Power Systems and Electricity Markets

Georges Kariniotakis

Franco-thaï workshop on smartgrids - Atelier franco-thaïlandais sur les smartgrids , Partenariat entre l’Ambassade de France, l’Université technologique King Mongkut Thonburi (KMUTT) et le Bureau de la planification et de la politique énergétique (EPPO), Nov 2016, Bangkok, Thailand

Communication dans un congrès hal-01433367v1

IEA Wind Task 36 on Wind Power Forecasting

Gregor Giebel , Joël Cline , Helmut Frank , Will Shaw , Bri-Mathias Hodge et al.

Conference Wind Europe Summit 2016, Sep 2016, Hamburg, Germany

Communication dans un congrès hal-01409099v1
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Multi-temporal Optimal Power Flow for Assessing the Renewable Generation Hosting Capacity of an Active Distribution System

Etta Grover-Silva , Robin Girard , Georges Kariniotakis

IEEE/PES Transmission and Distribution Conference and Exposition (T&D), May 2016, Dallas, TX, United States. ⟨10.1109/TDC.2016.7520043⟩

Communication dans un congrès hal-01309189v1

Challenges with the Integration of Renewables into Power Systems and Electricity Markets - The Role of Predictability

Georges Kariniotakis

Joint Conferences SEE (6th International Conference on Sustainable Energy and Environment) ICGSI (6th International Conference on Green and Sustainable Innovation), CTI (1 st International Conference on Climate Technology and Innovation), Nov 2016, Bangkok, Thailand

Communication dans un congrès hal-01433374v1

Énergies renouvelables météo-dépendantes. So what!?

Georges Kariniotakis

Colloque “Les réseaux intelligents d’eau, de gaz et d’électricité, Technologies, enjeux et applications“, ARPROM, Apr 2015, Paris, France

Communication dans un congrès hal-01256289v1

Quels solutions / outils pour répondre aux problématiques de prévision

Georges Kariniotakis

La prévision au service du développement des énergies renouvelables électriques, ADEME Midi-Pyrénées, ATEE, le pôle DERBI et Madeeli, Oct 2015, Toulouse, France

Communication dans un congrès hal-01256265v1

The new IEA Wind Task 36 on Wind Power Forecasting

Gregor Giebel , Joël Cline , Helmut Franck , Will Shaw , Bri-Mathias Hodge et al.

3rd International Conference Energy & Meterology - ICEM 2015, Jun 2015, Boulder, Colorado, United States

Communication dans un congrès hal-01256320v1

Water/Energy/Climate Nexus

Georges Kariniotakis

Grenoble Interdisciplinary Days, Université Grenoble Alpes en lien avec COP21-UGA, Mar 2015, Grenoble, France

Communication dans un congrès hal-01256299v1

Presentation of European projects Grid4EU and Microgrids

Georges Kariniotakis

Journée “Creation of Local Energy Communities - training on SmartGrids", CCI France et le projet STEEP, May 2015, Nice, France

Communication dans un congrès hal-01256286v1

FractalGrid: An innovative project for future smartgrid architectures based on multiscale and fractal modelling

Nicolas Retiere , Georges Kariniotakis

EERA ELECTRA Programme / European Technology Platform Smart Grids Joint Technical Workshop: “The Web of Cells and alternative concepts”, Dec 2015, Bruxelles, Belgium

Communication dans un congrès hal-01256253v1

The new IEA Wind Task 36 on Wind Power Forecasting

Gregor Giebel , Joël Cline , Helmut Franck , Will Shaw , Bri-Mathias Hodge et al.

EWEA 2015 – European Wind Energy Association Annual Event, Nov 2015, Paris, France

Communication dans un congrès hal-01256311v1

Spatio-temporal models for photovoltaic power short-term forecasting

Xwégnon Ghislain Agoua , Robin Girard , Georges Kariniotakis

Solar Integration workshop 2015, Oct 2015, Brussels, Belgium

Communication dans un congrès hal-01220321v1

Highlight of a EU-India Success Story: The SAFEWIND FP7 project

Georges Kariniotakis

Workshop on EU-India Collaboration - Smart Grids, Jun 2015, Nice, France

Communication dans un congrès hal-01256278v1

Dynamic Line Rating Forecasting and Evaluation

Romain Dupin , Andrea Michiorri , Georges Kariniotakis

EWEA Technology Workshop, Wind Power Forecasting 2015, European Wind Energy Association, Oct 2015, Leuven, Belgium

Communication dans un congrès hal-01220999v1

La prévision de la production éolienne : État de l'art et perspectives

Georges Kariniotakis

XXVIIIe Colloque annuel de l’Association Internationale de Climatologie (AIC) , Jul 2015, Liège, Belgique

Communication dans un congrès hal-01256273v1

Weather intelligence for Renewable Urban Areas Gaps, Challenges and future perspectives

Anna Maria Sempreviva , Gregor Giebel , Henrik Madsen , Sven-Erik Gryning , Georges Kariniotakis et al.

3rd International Conference Energy & Meterology - ICEM 2015, Jun 2015, Boulder, Colorado, France

Communication dans un congrès hal-01256336v1
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Evaluation of the level of prediction errors and sub-hourly variability of PV and wind generation in a future with a large amount of renewables

Robin Girard , Arthur Bossavy , Loïc Le Gars , Georges Kariniotakis

23rd International Conference on Electricity Distribution - CIRED 2015, Jun 2015, Lyon, France

Communication dans un congrès hal-01255039v1

Evaluation of the level of prediction errors of wind and PV in a future with a large amount of renewables

Robin Girard , Arthur Bossavy , Loïc Legars , Georges Kariniotakis

EWEA Technology Workshop, Wind Power Forecasting 2015, European Wind Energy Association, Oct 2015, Leuven, Belgium

Communication dans un congrès hal-01220989v1
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An aggregator for distributed energy storage units under multiple constraints in the nice grid demonstrator

Andrea Michiorri , Georges Kariniotakis , Fiona Foucault

CIRED Workshop 2014 - Grid operation and congestion management, Jun 2014, Rome, Italy

Communication dans un congrès hal-01016026v1

Résultats des projets européens MicroGrids (FP5) et More Microgrids (FP6)

Georges Kariniotakis

Journée "Microgrids" Tenerdis-Capenergies, Oct 2014, Lyon, France

Communication dans un congrès hal-01113005v1
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A novel approach for electric load curve holistic modelling and simulation

Thibaut Barbier , Robin Girard , François-Pascal Neirac , Nicolas Kong , Georges Kariniotakis

MedPower 2014 - The 9th Mediterranean Conference on Power Generation, Transmission Distribution and Energy Conversion, Nov 2014, Athènes, Greece

Communication dans un congrès hal-01087253v1

Challenges with large-scale integration of wind generation into power systems

Georges Kariniotakis

10th EAWE PhD Seminar on Wind Energy in Europe, EAWE (European Academy of Wind Energy), Oct 2014, Orleans, France

Communication dans un congrès hal-01113007v1

Electricité intermittente : prédiction

Georges Kariniotakis

6ème Ecole Energies & Recherches 2014 : "Sources, vecteurs, contraintes", ADEME, Mar 2014, Roscoff, France

Communication dans un congrès hal-01112996v1
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The Nice Grid project : Using Distributed Energy Resources to Reduce Power Demand through Advanced Network Management

Guillaume Foggia , M. Muscholl , Jean-Christophe Passelergue , P. Gambier-Morel , Cyril Vuillecard et al.

2014 CIGRE Session, Aug 2014, Paris, France

Communication dans un congrès hal-01112769v1

Ressource vent et maîtrise de la production

Georges Kariniotakis

1ères rencontres CEVEO Cluster "Quelle R&D partagée pour renforcer la compétitivité du secteur éolien terrestre et offshore ?", Jun 2014, Rouen, France

Communication dans un congrès hal-01113000v1
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Fast dynamic programming with application to storage planning

Robin Girard , Vincent Barbesant , Fiona Foucault , Georges Kariniotakis

2014 IEEE PES T&D Conference and Exposition, IEEE, Apr 2014, Chicago, IL, United States. ⟨10.1109/TDC.2014.6863551⟩

Communication dans un congrès hal-01110689v1
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Wind farm strategic investment considering forecast errors penalties in a nodal prices market

Fiona Foucault , Robin Girard , Georges Kariniotakis

EWEA 2014, Mar 2014, Spain. pp.1-9

Communication dans un congrès hal-01002074v1

Réseaux de distribution - Gestion et planification dans le contexte des smartgrids

Georges Kariniotakis

Journée Futuring Cities – Ville et Energie Durable, Institut Mines Telecom, Oct 2014, Paris, France

Communication dans un congrès hal-01113001v1

Variability and Predictability of Renewable Energies

Georges Kariniotakis

Labora Forum 2014, Oct 2014, Lisbonne, Portugal

Communication dans un congrès hal-01112983v1
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A robust investment strategy for generation capacity in an uncertain demand and renewable penetration environment

Fiona Foucault , Robin Girard , Georges Kariniotakis

11th International Conference on the European Energy Market (EEM), May 2014, Krakow, Poland. ⟨10.1109/EEM.2014.6861240⟩

Communication dans un congrès hal-01058281v1
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The value of schedule update frequency on distributed energy storage performance in renewable energy integration

Andrea Michiorri , Arthur Bossavy , Georges Kariniotakis , Robin Girard

The 4th IEEE/PES European Innovative Smart Grid Technologies (ISGT), International Conference and Exibition, Oct 2013, Copenhagen, Denmark. 5 p., ⟨10.1109/ISGTEurope.2013.6695299⟩

Communication dans un congrès hal-00870566v1
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The impact of available data history on the performance of photovoltaïc generation forecasting models

Arthur Bossavy , Andrea Michiorri , Robin Girard , Georges Kariniotakis

22nd International Conference on Electricity Distribution - CIRED 2013, Jun 2013, Stockholm, Sweden. 4 p. - ISBN 978-1-84919-732-8, ⟨10.1049/cp.2013.0971⟩

Communication dans un congrès hal-00870576v1
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Impact of PV forecasts uncertainty on batteries management in microgrids

Andrea Michiorri , Arthur Bossavy , Georges Kariniotakis , Robin Girard

PowerTech 2013 - Towards carbon free society through smarter grids, Jun 2013, Grenoble, France. pp.1-6 - Article number 13881974 - ISBN 978-1-4673-5667-1, ⟨10.1109/PTC.2013.6652254⟩

Communication dans un congrès hal-00870552v1

Gestion de la production : gestion des réseaux de distribution incluant des ressources fluctuantes. Flexibilité de la demande, prévision à court terme et rôle du stockage

Georges Kariniotakis

Colloque IMT - L'énergie demain - Transition énergétique : recherches et ingénierie, Institut Mines-Télécom, May 2013, Paris, France

Communication dans un congrès hal-01576845v1
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A Novel Methodology for comparison of different wind power ramp characterization approaches

Arthur Bossavy , Robin Girard , Georges Kariniotakis

EWEA 2013 - European Wind Energy Association annual event, Feb 2013, Vienna, Austria. 6 p

Communication dans un congrès hal-00812403v1

Advanced spatio-temporal wind power forecasting with distributed wind farms as sensors

Robin Girard , Arthur Bossavy , Georges Kariniotakis

EWEA 2013 - European Wind Energy Association annual event, Feb 2013, Vienna, Austria

Communication dans un congrès hal-00961740v1

Storage for managing renewables variability - the role of predictability

Georges Kariniotakis

InnoGrid2020+: The Transmission and Distribution R&D Seminar, Feb 2013, Bruxelles, Belgium. pp.Panel Session "Integration of storage in network management - why, when, where, how?"

Communication dans un congrès hal-00822651v1
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The impact of electricity market schemes on predictability being a decision factor in the wind farm investment phase

Fiona Foucault , Robin Girard , Georges Kariniotakis

EWEA 2013, Feb 2013, Austria. pp.1-8

Communication dans un congrès hal-00788287v2

A model to make probabilistic forecasts of PV production from a plan-oriented parameterization of solar irradiance

Arthur Bossavy , Robin Girard , Andrea Michiorri , Georges Kariniotakis

2nd International Conference Energy & Meteorology - Weather & Climate for the Energy Industry, ICEM 2013, Jun 2013, Toulouse, France

Communication dans un congrès hal-00870581v1

SafeWind: Towards Improved Wind Power Forecasting Technology with Focus on Extremes

Georges Kariniotakis

InnoGrid2020+: The Transmission and Distribution R&D Seminar, Feb 2013, Bruxelles, Belgium. pp.Panel Session "Integration of storage in network management - why, when, where, how?"

Communication dans un congrès hal-00822652v1

Advances In Short-Term Wind Power Forecasting With Focus on 'Extreme' Situations - SafeWind

Georges Kariniotakis , Robin Girard , Gregor Giebel , Michael Courtney , Matthias Lange et al.

Annual EWEA 2012 Conference, Apr 2012, Copenhagen, Denmark. 12 p. - Oral presentation

Communication dans un congrès hal-00812424v1

SafeWind: Towards Improved Wind Power Forecasting Technology with Focus on Extremes

Georges Kariniotakis

1st InnoGrid2020+: The European Research and Development Dissemination Seminar, Feb 2012, Bruxelles, Belgium

Communication dans un congrès hal-00823186v1

Assessment Of Short-Term Wind Power Predictability In India

Shankar Kumar , Raphael Jolivet , Alexis Bocquet , Nils Siebert , Georges Kariniotakis et al.

Annual EWEA 2012 Conference, Apr 2012, Copenhagen, Denmark. 1 page - Oral presentation

Communication dans un congrès hal-00812432v1
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A local energy management system for solar integration and improved security of supply: The Nice Grid project

Andrea Michiorri , Robin Girard , Georges Kariniotakis , Christophe Lebossé , Sandrine Albou

3rd IEEE PES International Conference and Exhibition on Innovative Smart Grid Technologies (ISGT Europe), Dec 2012, Berlin, Germany. 6 p. - ISBN 978146732597, ⟨10.1109/ISGTEurope.2012.6465667⟩

Communication dans un congrès hal-00804442v1

State of the Art in Short-term Wind and Solar Power Forecasting Fields in France

Georges Kariniotakis

Workshop "State of the Art on Weather Intelligence for Renewable Energies", COST Action WIRE ES1002, Mar 2011, Sophia Antipolis, France

Communication dans un congrès hal-00822412v1

State of the art in wind power forecasting - Experiences for the case of Crete

Georges Kariniotakis

IEEE 16th ISAP 2011 Conference "Intelligent Systems Application to Power Systems", Sep 2011, Hersonissos, Greece

Communication dans un congrès hal-00822399v1

Analysing spatio-temporal patterns of wind power production for off shore wind power scenario generation

Robin Girard , Georges Kariniotakis

EWEA OFFSHORE 2011, Nov 2011, Amsterdam, Netherlands. Poster presentation

Communication dans un congrès hal-00812457v1

Gestion prédictive et dimensionnement des systèmes incluant le stockage

Georges Kariniotakis

2ème Colloque "Stockage des énergies intermittentes - Réponses de la Chimie", Apr 2011, Paris, France

Communication dans un congrès hal-00822711v1

SafeWind: Multi-scale data assimilation, advanced wind modelling & forecasting with emphasis to extreme weather situations for a safe large-scale wind power integration

Georges Kariniotakis

Journée sur Les Programmes Européens pour la Recherche et l'innovation dans les Thématiques Energie/Environnement, Apr 2011, Paris, France

Communication dans un congrès hal-00822706v1

La prévision de la production d'électricité d'origine éolienne et photovoltaïque

Georges Kariniotakis

Table ronde au SENAT, Office Parlementaire d'Evaluation des Choix Scientifiques et Technologiques, Commission sur la Sécurité Nucléaire et Avenir de la Filière Nucléaire - La Maturité des Énergies Renouvelables, Nov 2011, Paris, France

Communication dans un congrès hal-00822660v1

Towards Improved Wind Power Forecasting Technology with Focus on Extremes. The SafeWind Project

Georges Kariniotakis

Workshop "State of the Art on Weather Intelligence for Renewable Energies", COST Action WIRE ES1002, Mar 2011, Sophia Antipolis, France

Communication dans un congrès hal-00822410v1

Forecasting Ramps of Wind Power Production

Arthur Bossavy , Robin Girard , Georges Kariniotakis

IEEE 16th ISAP 2011 Conference "Intelligent Systems Application to Power Systems", Sep 2011, Hersonissos, Greece

Communication dans un congrès hal-00822398v1

Optimal Coordination of Pumped Storage Stations coupled to Wind Farms for Market Participation

Jesus Lugaro , Nils Siebert , Georges Kariniotakis

2ème Colloque "Stockage des énergies intermittentes - Réponses de la Chimie", Apr 2011, Paris, France

Communication dans un congrès hal-00822404v1

Management of uncertainties related to renewable generation - The role of short-term forecasting

Georges Kariniotakis

Journée thématique GdR ISIS, MACS et SEEDS : "Smart Grids : Enjeux Scientifiques", Oct 2011, Paris, France

Communication dans un congrès hal-00822665v1

A Probabilistic Approach to Forecast Ramps of Wind Power Production using Ensemble

Arthur Bossavy , Robin Girard , Georges Kariniotakis

11th EMS Annual Meeting - 10th European Conference on Applications of Meteorology (ECAM), Sep 2011, Berlin, Germany

Communication dans un congrès hal-00771470v1

Optimal Management of Wind Generation in Power Systems & Markets - The ANEMOS.plus Project

Georges Kariniotakis

Annual EWEA 2011 Conference, Mar 2011, Brussels, Belgium

Communication dans un congrès hal-00822424v1

ANEMOS.plus: Demonstration of New Approaches for the Optimal Management of Wind Generation in Power Systems & Markets

Georges Kariniotakis

Workshop "State of the Art on Weather Intelligence for Renewable Energies", COST Action WIRE ES1002, Mar 2011, Sophia Antipolis, France

Communication dans un congrès hal-00822409v1
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Forecasting Ramps of Wind Power Production at different time scales

Robin Girard , Arthur Bossavy , Georges Kariniotakis

Annual EWEA 2011 Conference, Mar 2011, Bruxelles, Belgium

Communication dans un congrès hal-00772198v1

Towards Improved Wind Power Forecasting Technology with Focus on Extremes. The SafeWind Project

Georges Kariniotakis , Robin Girard

Annual EWEA 2011 Conference, Mar 2011, Brussels, Belgium

Communication dans un congrès hal-00772417v1

Benefits from the increased contribution of the European weather forecasting community to wind power prediction

Pierre Pinson , Thomas Petroliagis , Robin Girard , Georges Kariniotakis , Frédéric Chavaux et al.

Annual EWEA 2011 Conference, Mar 2011, Brussels, Belgium

Communication dans un congrès hal-00772433v1
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Resolution enhancement of input parameters in a demand side management model

Pierre Imbert , Georges Kariniotakis , Philippe Blanc , François-Pascal Neirac

11th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2010, Jun 2010, Singapore, Singapore. 7 p. - ISBN 978-1-4244-5721-2

Communication dans un congrès hal-00506741v1

The uncertainty of wind power output - how it declines during the day. The state of the art and research priorities in wind power forecasting

Georges Kariniotakis

Climate Policy Initiative Workshop "The Role of Power Market Design for the Achievement of the 20% Renewables Target", Jun 2010, Bruxelles, Belgium

Communication dans un congrès hal-00822719v1

Field Tests on Actual Microgrids

Georges Kariniotakis

Workshop "MICROGRIDS - Novel Architectures for Future Power Systems", Jan 2010, Paris, France

Communication dans un congrès hal-00822448v1
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Wind power prediction risk indices based on numerical weather prediction ensembles

Erik Holmgren , Siebert Nils , Georges Kariniotakis

European Wind Energy Conference and Exhibition 2010, EWEC 2010, Apr 2010, Warsaw, Poland. pp.Pages 946-970 - ISBN 9781617823107

Communication dans un congrès hal-00765879v1

More Microgrids Project: Overview of Demonstration Objectives and Highlight Results

Georges Kariniotakis

Microgrids at Berkeley Laboratory Symposium, Jul 2010, Vancouver, Canada

Communication dans un congrès hal-00822670v1

Anemos.Plus: Demonstration of New Approaches for the Optimal Management of Wind Generation in Power Systems & Markets

Georges Kariniotakis

European Wind Energy Conference and Exhibition 2010, EWEC 2010, Apr 2010, Warsaw, Poland

Communication dans un congrès hal-00822438v1

A Study of Wind Power Predictability Using Prediction Risk Indices Based on Meteorological Ensembles

Erik Holmgren , Nils Siebert , Georges Kariniotakis

Renewable UK 2010 Annual Conference & Exhibition, Nov 2010, Glasgow, United Kingdom

Communication dans un congrès hal-00822427v1
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Forecasting Uncertainty Related to Ramps of Wind Power Production

Arthur Bossavy , Robin Girard , Georges Kariniotakis

European Wind Energy Conference and Exhibition 2010, EWEC 2010, Apr 2010, Warsaw, Poland. 9 p. - ISBN 9781617823107

Communication dans un congrès hal-00765885v1

Safewind : Multi-Scale Data Assimilation, Advanced Wind Modelling & Forecasting With Emphasis To Extreme Weather Situations

Georges Kariniotakis

European Wind Energy Conference and Exhibition 2010, EWEC 2010, Apr 2010, Warsaw, Poland

Communication dans un congrès hal-00822441v1
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Photovoltaic Forecasting: A state of the art

Bella Espinar , José-Luis Aznarte , Robin Girard , Alfred Mbairadjim Moussa , Georges Kariniotakis

5th European PV-Hybrid and Mini-Grid Conference, Apr 2010, Tarragona, Spain. pp.Pages 250-255 - ISBN 978-3-941785-15-1

Communication dans un congrès hal-00771465v1

Anemos Plus, Advanced Tools for the Management of Electricity Grids with Large- Scale Wind Generation , Safewind, External conditions, resource assessment and forecasting for wind Energy

Georges Kariniotakis , Pauline Borgniet

RESBOAT Conference, Mar 2009, Vienna, Austria

Communication dans un congrès hal-00822842v1
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Strategies for Wind Power Trading in Sequential Short-Term Electricity Markets

Franck Bourry , Georges Kariniotakis

European Wind Energy Conference (EWEC) 2009, Apr 2009, Marseille, France. 9 p

Communication dans un congrès hal-00505144v1
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Prediction of waves, wakes and offshore wind. The results of the Pow'Wow project

Gregor Giebel , Teresa Pontes , Pierre Pinson , Rebecca Barthelmie , Georges Kariniotakis et al.

European Wind Energy Conference and Exhibition, Mar 2009, Marseille, France. 7 p. - http://orbit.dtu.dk/recid/241168

Communication dans un congrès hal-00505151v1

Wind Power Forecasting for Extreme Situations-The Safewind Project

Georges Kariniotakis

European Wind Energy Conference (EWEC) 2009, Mar 2009, Marseille, France

Communication dans un congrès hal-00822452v1
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Risk-based strategies for wind/pumped-hydro coordination under electricity markets

Franck Bourry , Luis Costa , Georges Kariniotakis

Bucharest PowerTech Conference, Jun 2009, Bucharest, Romania. pp.3086-3093 - ISBN 978-1-4244-2234-0, ⟨10.1109/PTC.2009.5282276⟩

Communication dans un congrès hal-00505139v1
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Uncertainty estimation of wind power forecasts: Comparison of Probabilistic Modelling Approaches

Jérémie Juban , Lionel Fugon , Georges Kariniotakis

European Wind Energy Conference & Exhibition EWEC 2008, Mar 2008, Brussels, Belgium. 10 p. - http://www.ewec2008proceedings.info/

Communication dans un congrès hal-00506297v1

Forecasting of wind generation : recent advances and future challenges

Pierre Pinson , Henrik Madsen , Gregor Giebel , Georges Kariniotakis , Lueder von Bremen et al.

European Wind Energy Conference & Exhibition EWEC 2008, Mar 2008, Brussels, Belgium. http://www.ewec2008proceedings.info/index.php

Communication dans un congrès hal-00506368v1

An estimation of the cost reduction associated to the use of microgrids

Luis Costa , Georges Kariniotakis

6th Mediterranean Conference and Exhibition on Power Generation, Transmission and Distribution, MedPower 2008, Nov 2008, Thessaloniki, Greece. 6 p. - http://www.medpower08.com

Communication dans un congrès hal-00506098v1
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Best practice in the use of short-term forecasting. Results from 2 workshops organised by the Pow'Wow project

Gregor Giebel , Georges Kariniotakis

European Wind Energy Conference & Exhibition EWEC 2008, Mar 2008, Brussels, Belgium. http://www.ewec2008proceedings.info/

Communication dans un congrès hal-00506107v1

Workshops and virtual laboratories of the Pow'Wow project

Gregor Giebel , Rebecca Barthelmie , Anna Maria Sempreviva , Abha Sood , Carl von Ossietzky et al.

European Wind Energy Conference & Exhibition EWEC 2008, Mar 2008, Brussels, Belgium. 7 p. - http://www.ewec2008proceedings.info/index.php

Communication dans un congrès hal-00506119v1
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Stochastic optimization techniques for the optimal combination of wind power generation and energy storage in a market environment

Luis Costa , Franck Bourry , Georges Kariniotakis

European Wind Energy Conference & Exhibition EWEC 2008, Mar 2008, Brussels, Belgium. 10 p

Communication dans un congrès hal-00506077v1
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Data mining for wind power forecasting

Lionel Fugon , Jérémie Juban , Georges Kariniotakis

European Wind Energy Conference & Exhibition EWEC 2008, Mar 2008, Brussels, Belgium. 6 p

Communication dans un congrès hal-00506101v1

Management of energy storage coordinated with wind power under electricity market conditions

Luis Costa , Franck Bourry , Jérémie Juban , Georges Kariniotakis

10th International Conference on Probabilistic Methods Applied to Power Systems, May 2008, Rincon, Puerto Rico. Pages 259-266 - ISBN: 978-1-9343-2521-6 - http://ieeexplore.ieee.org/

Communication dans un congrès hal-00506083v1

A spot-risk-based approach for addressing problems of decision-making under uncertainty

Luis Costa , Jérémie Juban , Franck Bourry , Georges Kariniotakis

10th International Conference on Probabilistic Methods Applied to Power Systems, May 2008, Rincon, Puerto Rico. Pages 32-40 - ISBN 978-1-9343-2521-6 - http://ieeexplore.ieee.org/

Communication dans un congrès hal-00506090v1

ANEMOS - Leading European Union Research on Wind Power Forecasting The ANEMOS Forecasting System

Georges Kariniotakis

International Wind Forecast Techniques & Methodologies, Jul 2008, Portland, United States

Communication dans un congrès hal-00822851v1

ANEMOS.plus and SafeWind Projects Leading European Union Research on Wind Power Forecasting

Georges Kariniotakis

IEA/Pow'Wow Workshop on Wind Forecasting, Sep 2008, Madrid, Spain. p. 17-28

Communication dans un congrès hal-00822850v1
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Advanced strategies for wind power trading in short-term electricity markets

Franck Bourry , Jérémie Juban , Luis Costa , Georges Kariniotakis

European Wind Energy Conference & Exhibition EWEC 2008, Mar 2008, Brussels, Belgium. 8 p

Communication dans un congrès hal-00506067v1
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Towards smart integration of wind generation

Gregor Giebel , Peter Meibom , Pierre Pinson , Georges Kariniotakis

Nordic Wind Power Conference - NWPC'2007: Power System Integration and Electrical Systems of Wind Turbines and Wind Farms, Nov 2007, Roskilde, Denmark. 7 p. - ISBN 978-87-550-3640-6

Communication dans un congrès hal-00822869v1

Towards smart integration of wind generation

Georges Kariniotakis

EWEC2007, European Wind Energy Conference 2007, May 2007, Milan, Italy. Oral presentation

Communication dans un congrès hal-00822866v1
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Skill forecasting from different wind power ensemble prediction methods

Pierre Pinson , Henrik A. Nielsen , Henrik Madsen , Georges Kariniotakis

The Science of Making Torque from Wind, Aug 2007, Kongens Lyngby, Denmark. pp.012046, ⟨10.1088/1742-6596/75/1/012046⟩

Communication dans un congrès hal-00837982v1
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Probabilistic short-term wind power forecasting based on kernel density estimators

Jérémie Juban , Lionel Fugon , Georges Kariniotakis

European Wind Energy Conference and exhibition, EWEC 2007, May 2007, MILAN, Italy. http:/ewec2007proceedings.info/>

Communication dans un congrès hal-00526011v1
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ANEMOS Advanced Wind Power Forecasting. Operational Challenges and On-line Performance

Vincent Guénard , Georges Kariniotakis , Ignacio Marti

European wind Energy Conference - EWEC 2007, European Wind Energy Association, May 2007, Milan, Italy

Communication dans un congrès hal-00526249v1

Probabilistic short-term wind power forecasting for the optimal management of wind generation.

Jérémie Juban , Nils Siebert , Georges Kariniotakis

IEEE powertech 2007 conference,, Jul 2007, Lausanne, Switzerland. pp.683-688 - ISBN 978-1-4244-2189-3, ⟨10.1109/PCT.2007.4538398⟩

Communication dans un congrès hal-00222776v1

A stochastic dynamic programming model for optimal use of local energy resources in a market environment

Luis Miguel Costa , Georges Kariniotakis

2007 IEEE Lausanne POWERTECH, Jul 2007, Lausanne, Switzerland. pp.449- 454, ⟨10.1109/PCT.2007.4538359⟩

Communication dans un congrès hal-00525890v1
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POW'WOW Virtual Laboratory for Wind Power Forecasting – ViLab.

Georges Kariniotakis , Pierre Pinson , Ignacio Marti , Sergio Lozano , Gregor Giebel

Proceedings EWEC 2007, May 2007, MILAN, Italy. http://www.ewec2007proceedings.info/ 3 p

Communication dans un congrès hal-00526282v1
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Best Practice in short-term Forecasting. A users Guide

Gregor Giebel , Georges Kariniotakis

European Wind Energy Conference and Exhibition 2007, May 2007, Milan, Italy. 5 p. - http://www.ewec2007proceedings.info

Communication dans un congrès hal-00525931v1
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The Anemos Wind Power forecasting Platform technology - techniques and experiences

Igor Waldl , Félix Dierich , Georges Kariniotakis , Alexis Bocquet , Silvère Virlot

EWEC 2006, Feb 2006, Athènes, Greece. 4 p

Communication dans un congrès hal-00527160v1

Next generation forecasting tools for the optimal management of wind generation

Georges Kariniotakis , H.P. Waldl , Ignacio Marti , Gregor Giebel , T.S. Nielsen et al.

9th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2006, Jun 2006, Stockholm, Sweden. pp.1-6 - ISBN 978-91-7178-585-5, ⟨10.1109/PMAPS.2006.360238⟩

Communication dans un congrès hal-00526448v1
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Short-term Forecasting of Offshore Wind Farm Production – Developments of the Anemos Project

Jens Tambke , Lueder von Bremen , Rebecca Barthelmie , Ana Maria Palomares , Thierry Ranchin et al.

2006 European Wind Energy Conference, EWEC, Feb 2006, Athènes, Greece. 13 p

Communication dans un congrès hal-00526716v1
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POW WOW A coordination Action on the prediction of Waves, Wakes and offshore wind

Gregor Giebel , Rebecca Barthelmie , Jake Badger , Torben Skov Nielsen , Georges Kariniotakis et al.

EWEC 2006, Feb 2006, Athènes, Greece. http://www.ewec2006proceedings.info/allfiles2/774_Ewec2006fullpaper.pdf

Communication dans un congrès hal-00526600v1

On the quality and value of probabilistic forecasts of wind generation

Pierre Pinson , Jérémie Juban , Georges Kariniotakis

9th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS, Jun 2006, Stockholm, Sweden. pp.1-7, ⟨10.1109/PMAPS.2006.360290⟩

Communication dans un congrès hal-00526455v1
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Evaluation of Advanced Wind Power Forecasting Models – Results of the Anemos Project

Ignacio Marti , Georges Kariniotakis , Pierre Pinson , I. Sanchez , T.S. Nielsen et al.

European Wind Energy Conference, EWEC 2006, Feb 2006, Athènes, Greece. 9 p

Communication dans un congrès hal-00526668v1

Properties of quantile and interval forecasts of wind generation and their evaluation.

Pierre Pinson , Georges Kariniotakis , Henrik Aalborg Nielsen , Torben Skov Nielsen , Henrik Madsen

the 2006 European Wind Energy Conference (EWEC 2006)., 2006, Athènes, Greece. pp.128-133

Communication dans un congrès hal-00092435v1
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Next Generation Short-Term Forecasting of Wind Power – Overview of the ANEMOS Project.

Georges Kariniotakis , J. Halliday , R. Brownsword , Ignacio Marti , Ana Maria Palomares et al.

European Wind Energy Conference, EWEC 2006, Feb 2006, Athènes, Greece. 10 p. - http://www.ewec2006proceedings.info/allfiles2/965_Ewec2006fullpaper.pdf

Communication dans un congrès hal-00526638v1

Next generation short term forecasting of Wind Power - Results of the ANEMOS Project

H.P. Waldl , Georges Kariniotakis

DEWEK 2006, the International technical conference, 8th german wind energy conference, Nov 2006, Germany. 10 p. CD-ROM

Communication dans un congrès hal-00526773v1
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Reference wind farm selection for regional wind power prediction models

Nils Siebert , Georges Kariniotakis

European Wind energy conference, EWEC 2006, Feb 2006, Athènes, Greece. 10 p

Communication dans un congrès hal-00526690v1
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POW WOW Virtual laboratories and best practice guides for the prediction of Waves Wakes and Offshore

Gregor Giebel , Rebecca Barthelmie , Torben Skov Nielsen , Georges Kariniotakis , I.M. Perez et al.

Sixth International workshop on large scale integration of wind power and transmission network for offshorewind farms, Oct 2006, Delft, Netherlands. pp.Pages 285-290

Communication dans un congrès hal-00526612v1

I. Short-term forecasting of offshore wind farm production. Developments of the Anemos project.

Jens Tambke , Lueder von Bremen , Rebecca Barthelmie , Ana Maria Palomares , Thierry Ranchin et al.

The 2006 European Wind Energy Conference (EWEC 2006),, 2006, Athènes, Greece

Communication dans un congrès hal-00092189v1
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Microgrids - Large scale integration of microgeneration to low voltage grids

Nikos D. Hatziargyriou , N. Jenkins , G. Strbac , Joao A. Pecas Lopes , J. Ruela et al.

CIGRE 2006, Conseil International des Grands Réseaux Electriques, Aug 2006, Paris, France

Communication dans un congrès hal-00526633v1

POW'WOW : a coordination action on the prediction of waves, wakes and offshore wind.

Gregor Giebel , Rebecca Barthelmie , Jake Badger , Torben Skov Nielsen , Georges Kariniotakis

European Seminar Offshore Wind and other marine renewable Energy in Mediterranean and European Seas, Civitavecchia., 2006, Rome, Italy. pp.353-363

Communication dans un congrès hal-00092138v1
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Short-term Wind Power Forecasting Using Advanced Statistical Methods

T.S. Nielsen , H. Madsen , H. Aa. Nielsen , Pierre Pinson , Georges Kariniotakis et al.

The European Wind Energy Conference, EWEC 2006, Feb 2006, Athènes, Greece. 9 p

Communication dans un congrès hal-00526680v1

Dynamic modeling of microgrids

Georges Kariniotakis , N.L. Soultanis , A.I. Tsouchnikas , S.A. Papathanasiou

Internatinal conference on Future Power Systems, FPS 2005, Nov 2005, Amsterdam, Netherlands. 7 p. - ISBN 90-78205-02-4, ⟨10.1109/FPS.2005.204227⟩

Communication dans un congrès hal-00101993v1

Management of microgrids in market environment

Nikos D. Hatziargyriou , Aris L. Dimeas , Antonis G. Tsikalakis , Joao A. Pecas Lopes , Georges Kariniotakis et al.

International Conference on Future Power Systems FPS, Nov 2005, Amsterdam, Netherlands

Communication dans un congrès hal-00023375v1

Improvements in wind speed forecasts for wind power prediction purposes using Kalman filtering.

Petroula Louka , G. Galanis , N. Siebert , Georges Kariniotakis , P. Katsafados et al.

International conference on Computational and Mathematical methods in Science and Engineering (CMMSE 2005)., Jun 2005, Alicante, Spain. pp.P. 329-352

Communication dans un congrès hal-00102002v1
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Uncertainty of short-term Wind Power Forecasts - A methodology for on-line Assessment

Georges Kariniotakis , Pierre Pinson

2004 International Conference on Probabilistic Methods Applied to Power Systems (PMAPS), IEEE, Sep 2004, Ames - Iowa, United States. pp.729-736

Communication dans un congrès hal-00528873v1
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Uncertainty and Prediction Risk Assessment of short-term wind power forecasts

Pierre Pinson , Georges Kariniotakis

The science of making Torque from Wind, Apr 2004, Delft, Netherlands. pp.CD ROM

Communication dans un congrès hal-00529594v1

Incertitude des prédictions court terme de la production éolienne -intervalles de confiance et évaluation en-ligne du risque météorologique

Pierre Pinson , Georges Kariniotakis

Ocean Energy Conference ADEME-IFREMER, Oct 2004, Brest, France. pp.CD-ROM

Communication dans un congrès hal-00529477v1

The Anemos Project : next generation forecasting of wind power

Georges Kariniotakis , Didier Mayer , Anemos Team

Ocean Energy ADEME - IFREMER, Oct 2004, Brest, France. pp.CD ROM

Communication dans un congrès hal-00529236v1

Uncertainty & Prediction risk Assessment for short-term wind Power Forecasts

Georges Kariniotakis , Pierre Pinson

the 2nd IEA Joint Action Symposium on Wind forecasting techniques, Jun 2004, Lyngby, Denmark. p.115-130

Communication dans un congrès hal-00528858v1
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Modelling of micro-sources for security studies

Nikos D. Hatziargyriou , F. Kanellos , Georges Kariniotakis , Xavier Le Pivert , N. Jenkins et al.

CIGRE 2004, Conseil International des Grands Réseaux Electriques, Aug 2004, Paris, France

Communication dans un congrès hal-00529155v1
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The Anemos Project : Next Generation forecasting of Wind power

Georges Kariniotakis , Didier Mayer , Heinemann Detlev , Jens Tambke , Julio Usaola et al.

International technical Conference DEWEK 2004, 7th German Wind Energy Conference, Oct 2004, Wilhelmshaven, Germany. pp.DEWEK 2004

Communication dans un congrès hal-00529251v1
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What performance can be expected by short-term wind power prediction models depending on site characteristics?

Georges Kariniotakis , Ignacio Marti , D. Casas , Pierre Pinson , T. S. Nielsen et al.

European Wind Energy Conference EWEC 2004, European Wind Energy Association, Nov 2004, Londres, United Kingdom

Communication dans un congrès hal-00529266v1
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On-line adaptation of confidence intervals based on weather stability for wind power forecasting

Pierre Pinson , Georges Kariniotakis

Global WindPower Conference, Mar 2004, Chicago, United States

Communication dans un congrès hal-00529488v1
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Short-term wind power prediction for offshore wind farms Evaluation of Fuzzy-Neural network based models

Pierre Pinson , Thierry Ranchin , Georges Kariniotakis

Global windpower Conference, Mar 2004, Chicago, United States. pp.CD ROM

Communication dans un congrès hal-00529595v1
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The state of the art in short term prediction of wind power - from an offshore perspective

Georges Kariniotakis , Pierre Pinson , Nils Siebert , Gregor Giebel , Rebecca Barthelmie

SeaTech Week - Ocean Energy Conference ADEME-IFREMER, Oct 2004, Brest, France

Communication dans un congrès hal-00529338v1

Development of a next generation wind power forecasting system for the large-scale integration of On-Shore & Off-Shore wind farms

Georges Kariniotakis

2nd IEA joint action Symposium on Wind forecasting Techniques, Jun 2004, Lyngby, Denmark. p.23-29

Communication dans un congrès hal-00528841v1
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Towards Next Generation Short-term forcasting of Wind power - The Anemos Project

Georges Kariniotakis , J. Moussafir , D. Buty , J. Usaola , I. Sanchez et al.

Global WindPower 2004 Conference, Mar 2004, Chicago, United States. pp.CD ROM

Communication dans un congrès hal-00529229v1
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Quantification of capacity credit and reserve requirements from the large scale integration of wind energy in the french power system

Lucian Balea , Nils Siebert , Georges Kariniotakis , Eric Peirano

Global WindPower 2004 Conference, Mar 2004, Chicago, United States. 9 p

Communication dans un congrès hal-00529125v1
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Optimizing Benefits from wind power participation in electricity market using advanced tools for wind power forecasting and uncertainty assessment

Pierre Pinson , Christophe Chevallier , Georges Kariniotakis

EWEC 2004, Nov 2004, Londres, United Kingdom. http://www.2004ewec.info/index.php

Communication dans un congrès hal-00529464v1
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Forecasting of regional wind generation by a dynamic fuzzy-neural networks based upscaling approach

Pierre Pinson , Nils Siebert , Georges Kariniotakis

EWEC 2003 (European Wind energy and conference), Jun 2003, Madrid, Spain. 5 p. - CD ROM

Communication dans un congrès hal-00530550v1
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Wind Power forecasting using fuzzy neural networks enhanced with on-line prediction risk assessment

Pierre Pinson , Georges Kariniotakis

2003 IEEE Bologna Powzer Tech conference, Jun 2003, Bologna, Italy. 8 p. - ISBN 0-7803-7968-3, ⟨10.1109/PTC.2003.1304289⟩

Communication dans un congrès hal-00530561v1
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On-line Assessment of prediction risk for wind power production forecast

Pierre Pinson , Georges Kariniotakis

EWEC 2003 - European Wind Energy Conference, Jun 2003, Madrid, Spain

Communication dans un congrès hal-00528803v1
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Evaluation of the MORE-CARE wind power prediction platform. Perfrmance of the fuzzy logic based models

Georges Kariniotakis , Pierre Pinson

EWEC 2003 - European Wind Energy Conference, Jun 2003, Madrid, Spain

Communication dans un congrès hal-00530467v1
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Anemos : development of a next generation wind power forecasting system for the large-scale integration of onshore & offshore wind farms

Georges Kariniotakis , Didier Mayer , J. Moussafir , R. Chevallaz-Perrier , Julio Usaola et al.

Ewec 2003, Jun 2003, Madrid, Spain. pp.CD-ROM

Communication dans un congrès hal-00530475v1
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The state-of-the-art in short term prediction of wind power from a danish perspective

Gregor Giebel , Georges Kariniotakis , Richard Brownsword

4th International Workshop on large scale integration of wind power and transmission networks for offshore wind farms, Oct 2003, Billund, Denmark

Communication dans un congrès hal-00529986v1
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Forecasting of wind parks production by dynamic fuzzy models with optimal generalisation capacity

Georges Kariniotakis

12th Intelligent systems Application to power systems conference - ISAP 2003, Aug 2003, Lemnos, Greece

Communication dans un congrès hal-00530064v1
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State-of-the-art Methods and software tools for short-term prediction of wind energy production

Gregor Giebel , L. Landberg , Georges Kariniotakis , Richard Brownsword

EWEC 2003 (European Wind Energy Conference and exhibition), Jun 2003, Madrid, Spain

Communication dans un congrès hal-00530022v1

Energy management and control of island power systems with increased penetration from renewable sources

Nikos D. Hatziargyriou , Georges Contaxis , M. Matos , J. A. P. Lopes , Georges Kariniotakis et al.

IEEE 2002 Power Engineering Society Winter Meeting, Jan 2002, New York, France. pp.Pages 335-339 - ISBN 0-7803-7322-7, ⟨10.1109/PESW.2002.985008⟩

Communication dans un congrès hal-00617781v1
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MORE CARE Overview

Nikos D. Hatziargyriou , Georges Contaxis , A. Atsaves , Manuela Matos , Joao A. Pecas Lopes et al.

Med power 2002, Nov 2002, Athènes, Greece

Communication dans un congrès hal-00534184v1
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An advanced On-line Wind Resource Prediction system for the optimal management of wind park

Georges Kariniotakis , Didier Mayer

Med Power 2002, Nov 2002, Athènes, Greece

Communication dans un congrès hal-00534195v1
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Short-Term load forecasting using a neuro-fuzzy model based on entropy maximisation

Georges Kariniotakis

Med Power 2002, Nov 2002, Athènes, Greece

Communication dans un congrès hal-00534191v1
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Choice Criteria between AC and DC Bus in a subsystem in the frame of a distributed Power production

Céline Trousseau , Georges Kariniotakis

Med Power 2002, Nov 2002, Athènes, Greece

Communication dans un congrès hal-00534354v1
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Load, Wind and Hydro Power Forecasting Functions of the More-Care EMS System

Georges Kariniotakis , Didier Mayer , James Halliday , Geoff. Dutton , Andrew D. Irving et al.

Med Power 2002, Nov 2002, Athènes, Greece

Communication dans un congrès hal-00534207v1
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Potential benefits of wind forecasting and the application of more-care in Ireland

Ruairi Costello , Damian Mccoy , Philip O'Donnel , Geoff Dutton , Georges Kariniotakis

Med power 2002, Nov 2002, Athènes, Greece

Communication dans un congrès hal-00534004v1
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Preliminary results from the More Advanced Control Advice Project for secure operation of isolated power systems with increased renewable energy penetration and storage

Nikos D. Hatziargyriou , Georges Contaxis , M. Matos , Joao A. Pecas Lopes , M. H. Vasconcelos et al.

IEEE Porto Power Tech - PPT 2001, Sep 2001, Porto, Portugal. 6 p. - ISBN 0-7803-7139-9, ⟨10.1109/PTC.2001.964855⟩

Communication dans un congrès hal-00617608v1

Optimal sizing of wind parks in autonomous power systems

Paul Stelizuk , Georges Kariniotakis , François-Pascal Neirac

Conference Photovoltaic Hybrid Power systems, Sep 2000, Aix en Provence, France. 4 p

Communication dans un congrès hal-00537827v1

Optimal sizing of wind parks in autonomous power systems

Paul Stelizuk , Georges Kariniotakis , Sara Sanchidrian - Ruiz , François-Pascal Neirac , Céline Trousseau

the International EWEA Conference "Wind Power for the 21st century", Sep 2000, Kassel, Germany. 4 p

Communication dans un congrès hal-00539189v1
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Operation and control of island systems-the Crete case

N. Hatziargyriou , G. Contaxis , M. Papadopoulos , B. Papadias , M.A. Matos et al.

2000 IEEE Power Engineering Society Winter Meeting., IEEE PES, Jan 2000, Singapour, Singapore. pp.1053-1056, ⟨10.1109/PESW.2000.850084⟩

Communication dans un congrès hal-03666911v1

Evaluation of advanced wind power and load forecasting methods for the optimal management of isolated power systems

Georges Kariniotakis , Eric Nogaret , Geoff Dutton , Jackie A. Halliday , Aris Androutsos

EWEC 1999, Mar 1999, Nice, France. p.1082-1085

Communication dans un congrès hal-00544849v1
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Assessment of the benefits from advanced load & wind power forecasting in autonomous power systems

Georges Kariniotakis , M. Matos , V. Miranda

EWEC 1999, Mar 1999, Nice, France. pp.391-394

Communication dans un congrès hal-00544846v1

Control Advice for Power Systems with Large Scale Integration of renewable energy Sources

Nikos D. Hatziargyriou , Georges Contaxis , Michaël P. Papadopoulos , Basil C. Papadias , Jackie A. Halliday et al.

EWEC 1999, Mar 1999, Nice, France. p.413-416

Communication dans un congrès hal-00544842v1
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Dynamic Modelling of Large Autonomous power systems with high penetration from renewable (wind & hydro) power sources

Georges Kariniotakis

EWEC 1999, Mar 1999, Nice, France. pp.421-424

Communication dans un congrès hal-00544845v1

Control of isolated power systems with increased PV and wind power integration

Nikos D. Hatziargyriou , N. Papadopoulos , P. Papadias , Georges Contaxis , Eric Nogaret et al.

2nd World Conference on Photovoltaic Solar Energy Conversion, Jul 1998, Vienna, Austria. pp.2795-2798

Communication dans un congrès hal-00617860v1

Control of isolated power systems with increased wind power integration

Nikos D. Hatziargyriou , Georges Contaxis , Michaël P. Papadopoulos , Basil C. Papadias , Eric Nogaret et al.

1st Mediterranean Conference on Power Generation, Transmission and Distribution MEDPOWER'98, Nov 1998, Lefkosia, Cyprus. 8 p

Communication dans un congrès hal-00617847v1

Advanced short-term forecasting of wind power production

Georges Kariniotakis , Eric Nogaret , Georges Stavrakakis

European wind energy conference. EWEC '97, Oct 1997, Dublin, Ireland. pp.751-754

Communication dans un congrès hal-00617946v1
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Control Requirements for Optimal Operation of Large Isolated Systems with Increased Wind Power Penetration

Nikos Hatziargyriou , Michael Papadopoulos , Sokratis Tentzerakis , Joao A. Pecas Lopes , Helena Vasconcelos et al.

1997 European Wind Energy Conference - EWEC'97, EWEA, Oct 1997, Dublin, Ireland. pp.763-766

Communication dans un congrès hal-04265093v1
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A fuzzy logic and a neural network based wind power forecasting model

Georges Kariniotakis , Eric Nogaret , Georges Stavrakakis

1996 European Union Wind Energy Conference, EUWEC'96, EWEA, May 1996, Göteborg, Sweden. pp.596-599

Communication dans un congrès hal-04268994v1
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An Advanced Control System for Wind/Diesel Power Systems

Eric Nogaret , Georges Stavrakakis , Georges Kariniotakis , Michael Papadopoulos , Nikos Hatziargyriou et al.

European Union Wind Energy Conference EUWEC'96, May 1996, Göteborg, Sweden

Communication dans un congrès hal-01568348v1
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Development and Implementation of an Advanced Control System for Autonomous Power Systems Including Renewable Power Sources

Eric Nogaret , George Stavrakakis , Georges Kariniotakis , Michael Papadopoulos , Nikos Hatziargyriou et al.

31st International Universities Power Engineering Conference - UPEC96, IEEE, Sep 1996, Heraklion, Greece

Communication dans un congrès hal-04264832v1

Development and implementation of an advanced control system for medium size wind-diesel power systems

Eric Nogaret , Georges Kariniotakis , Georges Stavrakakis

1994 European Wind Energy Conference, EWEC’94, EWEA, Oct 1994, Thessaloniki, Greece. pp.599-604

Communication dans un congrès hal-04268992v1

Analysis and evaluation of the real-time operation of a wind-diesel power system with high wind power penetration

Georges Kariniotakis , Eric Nogaret , Georges Stavrakakis , Jerôme Billerey

1994 European Wind Energy Conference, EWEC’94, EWEA, Oct 1994, Thessaloniki, Greece. pp.1061-1066

Communication dans un congrès hal-04268991v1
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A new expert system based control tool for power systems with large integration of PVs and wind power plants

Eric Nogaret , George Stavrakakis , Georges Kariniotakis , Jean-Charles Bonin , Michael Papadopoulos et al.

1994 IEEE 1st World Conference on Photovoltaic Energy Conversion - WCPEC (A Joint Conference of PVSC, PVSEC and PSEC), IEEE, Dec 1994, Waikoloa, HI, United States. pp.1052-1055, ⟨10.1109/WCPEC.1994.520142⟩

Communication dans un congrès hal-04264617v1

Advanced modelling and identification of autonomous wind-diesel power system. Application on the French island Desirade

Georges Kariniotakis , George Stavrakakis , Eric Nogaret , Marc Bordier

1993 European Community Wind Energy Conference - EWEC'93, EWEA, Mar 1993, Lubeck-Travemunde, Germany

Communication dans un congrès hal-04268990v1
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Load Forecasting Using Dynamic High-Order Neural Networks

Georges Kariniotakis , Elias B. Kosmatopoulos , Manolis A. Christodoulou , Georges S. Stavrakakis

IEEE Joint International Power Conference Athens Power Tech, Sep 1993, Athènes, Greece. pp.801-805, ⟨10.1109/APT.1993.673905⟩

Communication dans un congrès hal-03821839v1
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IEA Wind Task 51: Forecasting for the Weather Driven Energy System

Gregor Giebel , Caroline Draxl , Helmut Frank , John Zack , Jethro Browell et al.

WindEurope Annual Event 2024, Mar 2024, Bilbao, Spain. 2024

Poster de conférence hal-04533404v1
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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

New methods to assess the potential for repowering wind farm projects.

Paul Mazoyer , Duc Thomas , Andreas Bechmann , Georges Kariniotakis

Journées Scientifiques de l'Eolien, Jan 2024, Saint-Malo, France

Poster de conférence hal-04918035v1
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Posters du Séminaire PEPR TASE 2024

Bruno Lacarrière , Vincent Debusschere , Thierry Monteil , Stéphane Collin , Romain Feilleux et al.

18th Theoretical Aspects of Software Engineering Conference (TASE 2024), Jul 2024, Paris, France. PEPR_TASE

Poster de conférence hal-04658037v1
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Exploring the Interdependence of Vertical Extrapolation Uncertainties in Repowering Wind Farms

Paul Mazoyer , Georges Kariniotakis , Andreas Bechmann , Duc Thomas

TORQUE, May 2024, FLORENCE, Italy

Poster de conférence hal-04693884v1

Interpretable Machine Learning for DC Optimal Power Flow with Feasibility Guarantees

Akylas Stratigakos , Georges Kariniotakis , Salvador Pineda , Juan Miguel Morales

2024 IEEE Power & Energy Society General Meeting (PESGM), Jul 2024, Seattle, Washington, United States. IEEE, pp.1-1, 2024, ⟨10.1109/PESGM51994.2024.10688644⟩

Poster de conférence hal-04731370v1

IEA Wind Task 51: Forecasting for the Weather Driven Energy System

Gregor Giebel , Caroline Draxl , Helmut Frank , John Zack , Corinna Möhrlen et al.

EGU General Assembly 2024, Apr 2024, Vienne & Online, Austria. 2024, ⟨10.5194/egusphere-egu24-17848⟩

Poster de conférence hal-04945492v1
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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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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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IEA Wind Task 51 Forecasting for the Weather Driven Energy System

Gregor Giebel , Caroline Draxl , Helmut Frank , John Zack , Jethro Browell et al.

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

Poster de conférence hal-04217558v1
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Use of Several Sources of Spatio-temporal Information to Improve Short-term Photovoltaic Power Forecasting

Kevin Bellinguer , Robin Girard , Guillaume Bontron , Georges Kariniotakis

EGU General Assembly 2023, Apr 2023, Vienna & Online, Austria. 2023, ⟨10.5194/egusphere-egu23-14422⟩

Poster de conférence hal-04217631v1
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Optimizing wind energy trading decisions using interpretable AI-based tools: The symbolic regression approach

Konstantinos Parginos , Simon Camal , Ricardo Bessa , Georges Kariniotakis

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

Poster de conférence hal-04162065v1
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The Challenge of Repowering from the Energy Yield Assessment Point of View

Paul Mazoyer , Thomas Duc , Georges Kariniotakis , Andreas Bechmann

Wind Europe Annual Event 2022, Apr 2022, Bilbao, Spain. , 2022

Poster de conférence hal-03620438v1
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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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The challenge of repowering from the energy yield assessment point of view

Paul Mazoyer , Georges Kariniotakis , Duc Thomas , Andreas Bechmann

WIND EUROPE ANNUAL EVENT, Apr 2022, BILBAO, Spain

Poster de conférence hal-04693896v1
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Uncertainty evaluation of an alternative energy yield assessment method for repowering projects

Paul Mazoyer , Andreas Bechmann , Georges Kariniotakis , Thomas Duc

WindEurope Technological workshop, Jun 2022, Brussels, Belgium. 2022

Poster de conférence hal-03706130v1
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Automatic Feature Selection and Forecast Combination to Enhance and Generalize Renewable Energy Forecasting

Dennis van der Meer , Simon Camal , George Kariniotakis

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

Poster de conférence hal-03710711v1
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IEA Wind Task 36 - Forecast Improvements

Gregor Giebel , William Shaw , Helmut Frank , Corinna Möhrlen , Carolina Draxl et al.

Wind Europe Electric City 2021, Nov 2021, Copenhague, Denmark.

Poster de conférence hal-03528801v1
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Simulation of day-ahead electricity market prices using a statistically calibrated structural model

Valentin Mahler , Robin Girard , Sébastien Billeau , Georges Kariniotakis

DTU CEE Summer School 2019: Data-Driven Analytics and Optimization for Energy Systems, Jun 2019, Copenhagen, Denmark

Poster de conférence hal-03445344v1

IEA Wind Task 36: The second phase for the Forecasting Task

Gregor Giebel , Will Shaw , Helmut Frank , Pierre Pinson , Caroline Draxl et al.

6th International Conference Energy & Meteorology, Jun 2019, Copenhagen, Denmark. , 2019

Poster de conférence hal-02177717v1
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IEA Wind Task 36 Forecasting – Phase II

Gregor Giebel , William Shaw , Helmut Franck , Draxl Caroline , Pierre Pinson et al.

Wind Europe Offshore 2019 Conference, Nov 2019, Copenhague, Denmark. , 2019

Poster de conférence hal-02440095v1
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IEA Wind Task 36 Forecasting-Phase II

Gregor Giebel , Will Shaw , Helmut Frank , Pierre Pinson , Georges Kariniotakis et al.

Geophysical Research Abstracts, Apr 2019, Vienna, Austria. , 21, pp.EGU2019 - 16557

Poster de conférence hal-02159510v1
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IEA Wind Task 36 Forecasting

Gregor Giebel , Will Shaw , Helmut Frank , Hodge Bri-Mathias , Caroline Draxl et al.

Global Wind Summit 2018, Sep 2018, Hambourg, Germany. , 2018

Poster de conférence hal-02126092v1
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IEA Wind Task 36 Forecasting

Gregor Giebel , Will Shaw , Helmut Frank , Pierre Pinson , Bri-Mathias Hodge et al.

20th European Geosciences Union General Assembly, EGU 2018, Apr 2018, Vienna, Austria. 20 (6), pp.6942, 2018, ⟨10.1109/MPE.2017.2729100⟩

Poster de conférence hal-02124857v1

Prévision pour les smart grids

Georges Kariniotakis

L’énergie en révolution numérique, Apr 2017, Paris, France

Poster de conférence hal-01534244v1
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Recherche en IA pour l'énergie au Centre PERSEE de Mines Paris - PSL

Georges Kariniotakis

Bulletin de l'Association française pour l'intelligence artificielle (AFIA), 2023, pp. 39-47

Autre publication scientifique hal-04262679v1
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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
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CONWEY - A new methodology for assessing the energy yield of repowered wind farms with quantified reduced uncertainty

Paul Mazoyer , Georges Kariniotakis , Andreas Bechmann , Thomas Duc

2023

Pré-publication, Document de travail (preprint/prepublication) hal-04065282v1
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Decision-Focused Data Pooling for Contextual Stochastic Optimization

Akylas Stratigakos , Juan Miguel Morales , Salvador Pineda , Georges Kariniotakis

2023

Pré-publication, Document de travail hal-04268454v1
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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

Integration of Physical Knowledge in Statistical Photovoltaic Production Forecasting Models

Kevin Bellinguer , Robin Girard , Guillaume Bontron , Georges Kariniotakis

2022

Pré-publication, Document de travail (preprint/prepublication) hal-03839668v1
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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

Short-term Photovoltaic Power Forecasting Enhanced by Heterogeneous Sources of Spatio-temporal Information

Kevin Bellinguer , Robin Girard , Guillaume Bontron , Georges Kariniotakis

2022

Pré-publication, Document de travail (preprint/prepublication) hal-03839690v1
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Data-driven Structural Modeling of Electricity Price Dynamics

Valentin Mahler , Robin Girard , Georges Kariniotakis

2021

Pré-publication, Document de travail hal-03445396v1
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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
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A Novel Approach for Probabilistic Photovoltaic Power Forecasting Covering Multiple Time Frames

Thomas Carriere , Christophe Vernay , Sébastien Pitaval , François-Pascal Neirac , Georges Kariniotakis

2018

Pré-publication, Document de travail hal-02043353v1
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EU Digital Technologies and Policy Conference (EUDTP 2025) Abstracts and Contributions

Juan-Antonio Cordero-Fuertes , Mehwish Alam , Olivier Blazy , Anne Alombert , Natalia Díaz-Rodríguez et al.

EU Digital Technologies and Policy (EUDTP) Conference 2025, May 2025, Bruxelles, Belgium. 2025

Proceedings/Recueil des communications hal-05267621v1