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Akylas Stratigakos

Research Associate

19

Documents

Affiliations actuelles

214579
301492
69530

Identifiants chercheurs

akylas-stratigakos
0000-0002-9954-5558

Contact

Présentation

Domaines de recherche

Sciences de l'ingénieur [physics] Machine Learning [stat.ML] Optimisation et contrôle [math.OC]

Compétences

time series forecasting optimization prescriptive analytics

Publications

	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⟩ Article dans une revue hal-04038380v4
	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⟩ Article dans une revue hal-03792191v3
	Flexibility study of the Greek power system using a stochastic programming approach for estimating reserve requirements Konstantinos Krommydas , Christos Dikaiakos , George Papaioannou , Akylas Stratigakos Electric Power Systems Research, 2022, 213, pp.108620. ⟨10.1016/j.epsr.2022.108620⟩ Article dans une revue hal-03774566v1
	Prescriptive Trees for Integrated Forecasting and Optimization Applied in Trading of Renewable Energy Akylas Stratigakos , Simon Camal , Andrea Michiorri , Georges Kariniotakis IEEE Transactions on Power Systems, 2022, ⟨10.1109/TPWRS.2022.3152667⟩ Article dans une revue hal-03330017v3
	A Novel Modular Mobile Power Flow Controller for Real-Time Congestion Management Tested on a 150kV Transmission System Konstantinos Krommydas , Akylas Stratigakos , Christos Dikaiakos , George Papaioannou , Martin Jones IEEE Access, 2022, pp.1-1. ⟨10.1109/ACCESS.2022.3205589⟩ Article dans une revue hal-03777007v1
	Short-Term Net Load Forecasting with Singular Spectrum Analysis and LSTM Neural Networks Akylas Stratigakos , Athanasios Bachoumis , Vasiliki Vita , Elias Zafiropoulos Energies, 2021, 14 (14), pp.4107. ⟨10.3390/en14144107⟩ Article dans une revue hal-03330926v1

	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
	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
	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
	Highlight results of the Smart4RES project on weather modelling and forecasting dedicated to renewable energy applications Georges Kariniotakis , Simon Camal , Dennis van Der Meer , Akylas Stratigakos , Gregor Giebel EGU General Assembly 2022, May 2022, Vienna, Austria. pp.EGU22-12923, ⟨10.5194/egusphere-egu22-12923⟩ Communication dans un congrès hal-03620444v1
	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
	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
	A robust fix-and-optimize matheuristic for timetabling problems with uncertain renewable energy production Akylas Stratigakos IEEE Symposium Series on Computational Intelligence 2021, IEEE, Dec 2021, Orlando, United States Communication dans un congrès hal-03449920v1
	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

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

	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
	Comparison and Evaluation of Methods for a Predict+Optimize Problem in Renewable Energy Christoph Bergmeir , Frits de Nijs , Abishek Sriramulu , Mahdi Abolghasemi , Richard Bean 2023 Pré-publication, Document de travail hal-04107369v1
	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
	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