S. (Stavros) Orfanoudakis MSc
S. (Stavros) Orfanoudakis MSc
Profiel
Expertise
- Machine Learning
- Artificial Intelligence for the Smart Grid
- Multi-agent Systems
- Computer Vision
Biografie
Stavros Orfanoudakis is a Ph.D. researcher in the Intelligent Electrical Power Grids (IEPG) group at TU Delft, where he has been working since April 2023. Stavros earned his Diploma and M.Sc. in Electrical and Computer Engineering from the Technical University of Crete in Greece. There, he gained substantial research experience in applying Artificial Intelligence techniques in the Smart Grid. For his Diploma thesis, he developed an autonomous power-trading agent that achieved first place in the international PowerTAC-2020 competition; while during his master's, he proposed an aggregation-enabling framework that could help integrate distributed energy resources into the Smart Grid. Stavros's research interests currently focus on innovative and scalable Machine Learning algorithms to optimize the charging schedule of Electric Vehicles (EVs) at a city-wide level as a part of his Ph.D. and the DRIVE2X project.
Expertise
Publicaties
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2024
A Dynamic Prediction Tool for Vehicle-to-Grid Operation and Planning
Babak Ravanbach / Elif Turhan / Niklas Wulff / Stavros Orfanoudakis / Pedro P. Vergara / Vahid Vahidinasab / Luiz Dias / Goncalo Mendes
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2024
A comprehensive analysis of agent factorization and learning algorithms in multiagent systems
Andreas Kallinteris / Stavros Orfanoudakis / Georgios Chalkiadakis
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2024
PowerFlowNet
Power flow approximation using message passing Graph Neural Networks
Nan Lin / Stavros Orfanoudakis / Nathan Ordonez Cardenas / Juan S. Giraldo / Pedro P. Vergara -
2023
A Novel Aggregation Framework for the Efficient Integration of Distributed Energy Resources in the Smart Grid
Stavros Orfanoudakis / Georgios Chalkiadakis
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2023-1
Novel Meta-Learning Techniques for the Multiclass Image Classification Problem
Antonios Vogiatzis / Stavros Orfanoudakis / Georgios Chalkiadakis / Konstantia Moirogiorgou / Michalis Zervakis
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Nevenwerkzaamheden
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2023-04-01 - 2025-03-31