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Georges Kariniotakis

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Presentation

#### **Prof. MINES Paris, PSL University - Centre PERSEE** #### **Head of Renewable Energies & SmartGrids Group (ERSEI)** ![](https://pbs.twimg.com/media/DQIzTFbXUAEZk8F.jpg:small)![](https://secure-ecsd.elsevier.com/covers/80/Tango2/large/9780081005040.jpg)

Publications

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CRPS-based online learning for nonlinear probabilistic forecast combination

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

Lukas Stippel , Simon Camal , Georges Kariniotakis
Electric Power Systems Research, inPress
Journal articles hal-04533274v1
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Stochastic Economic Model Predictive Control for Trading Energy and Ancillary Services with Storage

Luca Santosuosso , Simon Camal , Francesco Liberati , Alessandro Di Giorgio , Andrea Michiorri
Sustainable Energy, Grids and Networks, 2024, pp.101373. ⟨10.1016/j.segan.2024.101373⟩
Journal articles hal-03641708v1
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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⟩
Journal articles hal-04383397v1
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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, inPress
Journal articles 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, pp.1-1. ⟨10.1109/TSG.2023.3272379⟩
Journal articles hal-03792191v3
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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⟩
Journal articles hal-04192269v1
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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⟩
Journal articles hal-04217554v1
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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, 2023, pp.1-12. ⟨10.1109/TPWRS.2023.3333165⟩
Journal articles hal-04038380v4
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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
Electric Power Systems Research, 2022, 212, pp.108396. ⟨10.1016/j.epsr.2022.108396⟩
Journal articles hal-03788225v1
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Prescriptive Trees for Integrated Forecasting and Optimization Applied in Trading of Renewable Energy

Akylas Stratigakos , Simon Camal , Andrea Michiorri , Georges Kariniotakis
IEEE Transactions on Power Systems, 2022, ⟨10.1109/TPWRS.2022.3152667⟩
Journal articles hal-03330017v3
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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⟩
Journal articles hal-03768254v1
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Vulnerability and Impact of Machine Learning-based Inertia Forecasting Under Cost-Oriented Data Integrity Attack

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

Simon Camal , Andrea Michiorri , George Kariniotakis
IEEE Transactions on Power Systems, 2022, pp.1-15. ⟨10.1109/TPWRS.2022.3198839⟩
Journal articles hal-03759187v2

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
IEEE Transactions on Sustainable Energy , 2022, 13 (2), pp.1166-1168. ⟨10.1109/TSTE.2022.3157009⟩
Journal articles hal-04075713v1
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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⟩
Journal articles hal-03542564v1

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⟩
Journal articles hal-03160906v1

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

Jack Fox , Erik Ela , Ben Hobbs , Justin Sharp , Josh Novacheck
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⟩
Journal articles hal-03406043v1
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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⟩
Journal articles hal-02939532v1

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

Wei-Jen Lee , Goran Strbac , Zechun Hu , Zhaohao Ding , Piampoom Sarikprueck
IEEE Transactions on Industry Applications, 2020, 56 (5), pp.5682-5683. ⟨10.1109/TIA.2020.3003567⟩
Journal articles hal-04075696v1
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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⟩
Journal articles hal-02889892v1
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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⟩
Journal articles hal-02369413v1
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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⟩
Journal articles 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
IEEE Transactions on Industry Applications, 2020, 56 (5), pp.5682-5683. ⟨10.1109/TIA.2020.3003567⟩
Journal articles hal-03666915v1
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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⟩
Journal articles hal-01998837v2
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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⟩
Journal articles 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, inPress, pp.1-1. ⟨10.1109/TPWRS.2018.2889973⟩
Journal articles hal-01998856v1
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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⟩
Journal articles hal-02124851v1
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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⟩
Journal articles hal-02093144v1
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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⟩
Journal articles 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⟩
Journal articles hal-02314162v1
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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⟩
Journal articles hal-02069010v1
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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⟩
Journal articles hal-02124855v1
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Scenario generation of aggregated Wind, Photovoltaics and small Hydro production for power systems applications

Simon Camal , Fei Teng , Andrea Michiorri , Georges Kariniotakis , L Badesa
Applied Energy, 2019, Volume 242, pp.1396-1406. ⟨10.1016/j.apenergy.2019.03.112⟩
Journal articles hal-02081282v1
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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⟩
Journal articles hal-02280731v1
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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⟩
Journal articles 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⟩
Journal articles hal-01581946v1
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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⟩
Journal articles hal-01958276v1
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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⟩
Journal articles hal-01862545v1
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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
Journal articles 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⟩
Journal articles hal-01617620v2
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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
IEEE Transactions on Power Systems, 2018, 33 (3), pp.3306 - 3314. ⟨10.1109/TPWRS.2017.2786470⟩
Journal articles 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⟩
Journal articles hal-01816576v1
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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⟩
Journal articles hal-01809270v1
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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⟩
Journal articles hal-01513139v1
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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
Energies, 2017, 10 (9), pp.1402. ⟨10.3390/en10091402⟩
Journal articles hal-01589969v1
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Wind power forecasting: IEA Wind Task 36 & future research issues

Gregor Giebel , Joël Cline , Helmut Frank , Will Shaw , Pierre Pinson
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⟩
Journal articles hal-01409112v1
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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⟩
Journal articles hal-01356857v1
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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⟩
Journal articles hal-01108808v1
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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⟩
Journal articles hal-01199212v1
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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
Wind Energy, 2014, 17 (6), pp.829-852. ⟨10.1002/we.1600⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles 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
Journal articles 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⟩
Journal articles hal-00614425v1
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Wind into power, from ANEMOS to SafeWind

Georges Kariniotakis
Public Service Review, Science and Technology, 2009, 5, pp.188-189
Journal articles hal-00812703v1
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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⟩
Journal articles hal-00812349v1
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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
Journal of Wind Engineering and Industrial Aerodynamics, 2008, 96 (12), pp.Pages 2348-2362. ⟨10.1016/j.jweia.2008.03.013⟩
Journal articles hal-00505993v1
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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⟩
Journal articles 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
Journal articles hal-00213387v1

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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles hal-00213325v1
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Dynamic modeling of MicroGrids

Georges Kariniotakis , N.L. Soultanis , A.I. Tsouchnikas , S.A. Papathanasiou , Nikos D. Hatziargyriou
International Journal of Distributed Energy Resources, 2006, 2 (4), pp.279-303
Journal articles hal-00526378v1
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Management of microgrids in market environment

Antonis G. Tsikalakis , Aris L. Dimeas