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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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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⟩
Journal articles hal-03782669v1

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

Ricardo Bessa , Pierre Pinson , Georges Kariniotakis , Dipti Srinivasan , Charlie Smith et al.
IEEE Transactions on Sustainable Energy , 2022, 13 (2), pp.1166-1168. ⟨10.1109/TSTE.2022.3157009⟩
Journal articles hal-03789314v1
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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
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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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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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles hal-03160906v1
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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 et al.
Energies, 2020, 13 (12), pp.3090. ⟨10.3390/en13123090⟩
Journal articles hal-02889892v1
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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
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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 et al.
Applied Energy, 2020, 264, pp.114639. ⟨10.1016/j.apenergy.2020.114639⟩
Journal articles hal-02491850v1
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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

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⟩
Journal articles hal-03666915v1
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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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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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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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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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Scenario generation of aggregated Wind, Photovoltaics and small Hydro production for power systems applications

Simon Camal , Fei Teng , Andrea Michiorri , Georges Kariniotakis , L Badesa et al.
Applied Energy, 2019, Volume 242, pp.1396-1406. ⟨10.1016/j.apenergy.2019.03.112⟩
Journal articles hal-02081282v1
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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 et al.
IET Renewable Power Generation, 2019, ⟨10.1049/iet-rpg.2019.0375⟩
Journal articles 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⟩
Journal articles hal-02069010v1
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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

Retrofitting a building stock: modeling and optimization for decision aiding at territory scale

A Rogeau , R Girard , Y Abdelouadoud , Georges Kariniotakis
Journal of Physics: Conference Series, 2019, CISBAT 2019 Special Issue, 1343 (012029), ⟨10.1088/1742-6596/1343/1/012029⟩
Journal articles hal-02337521v1
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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 et al.
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 et al.
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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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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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.
Journal articles hal-01855950v1
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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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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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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⟩
Journal articles hal-01686328v1
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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 et al.
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 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⟩
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 et al.
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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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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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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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⟩
Journal articles hal-00505993v1

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

Pierre Pinson , Sergio Lozano , Ignacio Marti , Georges Kariniotakis , Gregor Giebel et al.
Wind Engineering, 2007, 31 (2), pp.117-121
Journal articles hal-00213387v1
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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

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

Pierre Pinson , Henrik Aa. Nielsen , Jan K. Moller , Henrik Madsen , Georges Kariniotakis et al.
Wind Energy, 2007, 10 (6), pp.497-516. ⟨10.1002/we.230⟩
Journal articles hal-00525361v1

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

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

Pierre Pinson , Sergio Lozano , Ignacio Marti , Georges Kariniotakis , Gregor Giebel et al.
Wind Engineering, 2007, 31 (2), p. 117-122. ⟨10.1260/030952407781494458⟩
Journal articles hal-00822464v1
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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
Journal articles hal-00526378v1
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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
Journal articles hal-00526397v1
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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 et al.
Wind Engineering, 2005, 29 (6), p. 475-489. ⟨10.1260/030952405776234599⟩
Journal articles 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⟩
Journal articles hal-01721503v1
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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
Journal articles hal-00538463v1

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
Journal articles 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⟩
Journal articles hal-00542358v1

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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles 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⟩
Book sections 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⟩
Book sections 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
Book sections 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
Book sections hal-01573658v1

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
Book sections hal-00950032v1

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
Book sections hal-00950016v1

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⟩
Conference papers hal-03620462v1

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
Conference papers 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, Energynautics, Oct 2022, The Hague, Netherlands
Conference papers 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⟩
Conference papers hal-03620444v1

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
Conference papers hal-03710698v1
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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
Conference papers hal-03772848v1
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Seamless intra-day and day-ahead multivariate probabilistic forecasts at high temporal resolution

Dennis van Der Meer , Simon Camal , Georges Kariniotakis
17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022, Jun 2022, Manchester - Online, United Kingdom. ⟨10.1109/PMAPS53380.2022.9810606⟩
Conference papers hal-03638925v1

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

Simon Camal , Georges Kariniotakis
17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022, Jun 2022, Manchester - Online, United Kingdom
Conference papers hal-03718663v1

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
Conference papers hal-03718668v1

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
Conference papers hal-03710717v1
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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⟩
Conference papers hal-03527644v3
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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
Conference papers hal-03734476v1
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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⟩
Conference papers 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⟩
Conference papers hal-03620441v1

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

Luca Santosuosso , Simon Camal , Alessandro Di Giorgio , Francesco Liberati , Andrea Michiorri et al.
WindEurope Technology Workshop 2022, WindEurope, Jun 2022, Bruxelles, Belgium
Conference papers hal-03710704v1
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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
Conference papers hal-03407898v1
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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
Conference papers 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
Conference papers 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
Conference papers hal-03248217v1

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

Georges Kariniotakis , Simon Camal , Ricardo Bessa , Pierre Pinson , Gregor Giebel et al.
EGU General Assembly 2021 - VEGU21, Apr 2021, Virtual Event, Germany. ⟨10.5194/egusphere-egu21-16219⟩
Conference papers hal-03175332v1

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⟩
Conference papers hal-03175362v1
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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
Conference papers hal-03342389v1
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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⟩
Conference papers hal-03531728v1
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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
Conference papers 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
Conference papers hal-03341731v1
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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
Conference papers hal-03407221v1

Games and Other News from IEA Wind Task 36 Forecasting for Wind Energy

Gregor Giebel , Caroline Draxl , Corinna Möhrlen , Will Shaw , 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
Conference papers hal-03622018v1

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

Kevin Bellinguer , Robin Girard ,