Vasilis Michalakopoulos

15 papers Journal 8Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
A Key Performance Indicator Framework for Activated and Data-Driven Energy Communities.
IISA
Nektarios Matsagkos, Eleni Kanellou, Vasilis Michalakopoulos, Efstathios Sarantinopoulos, Vangelis Marinakis
2025 — conf
A Meta-Learning Framework for Short-Term Wind Power Forecasting with SCADA and Weather Data.
IISA
Antonis Zakynthinos, Vasilis Michalakopoulos, Elissaios Sarmas, Vangelis Marinakis
2025 J jnl
A hyperparameter-space clustering methodology of residential electricity loads.
Appl. Soft Comput.
Vasilis Michalakopoulos, Ioannis Papias, Efstathios Sarantinopoulos, Elissaios Sarmas, Vangelis Marinakis, Dimitris Askounis
2025 J jnl
Data-driven Day Ahead Market Prices Forecasting: A Focus on Short Training Set Windows.
CoRR
Vasilis Michalakopoulos, Christoforos Menos-Aikateriniadis, Elissaios Sarmas, Antonis Zakynthinos, Pavlos S. Georgilakis, Dimitris Askounis
2025 J jnl
FLEXiT: A platform for estimating residential energy flexibility for aggregated & disaggregated demand-side management.
SoftwareX
Ioannis Papias, Efstathios Sarantinopoulos, Vasilis Michalakopoulos, Elissaios Sarmas, Vangelis Marinakis
2025 J jnl
From Transformers to Large Language Models: A systematic review of AI applications in the energy sector towards Agentic Digital Twins.
CoRR
Gabriel Antonesi, Tudor Cioara, Ionut Anghel, Vasilis Michalakopoulos, Elissaios Sarmas, Liana Toderean
2025 — conf
Non-Intrusive Load Monitoring Using Cluster-Optimized Denoising Autoencoders.
IISA
Ioannis Papias, Vasilis Michalakopoulos, Dimitra Karoutsou, Elissaios Sarmas, Nikos Dimitropoulos, Vangelis Marinakis, Marion Paraschi, Dimitris I. Chatzigiannis
2025 — conf
Quantum Enhanced Energy Blockchain for Peer-to-Peer Trading.
IISA
Liana Toderean, Mihai Petre Daian, Tudor Cioara, Alin Suciu, Ionut Anghel, Vasilis Michalakopoulos, Elissaios Sarmas
2024 J jnl
A multi-dimensional unsupervised machine learning framework for clustering residential heat load profiles.
CoRR
Vasilis Michalakopoulos, Elissaios Sarmas, Viktor Daropoulos, Giannis Kazdaridis, Stratos Keranidis, Vangelis Marinakis, Dimitris Askounis
2024 — conf
Aggregated Flexibility Dynamic Forecasting of Residential Energy Prosumers for DR Programs.
IISA
Ioannis Papias, Vasilis Michalakopoulos, Elissaios Sarmas, Vangelis Marinakis
2024 — conf
Democratise Energy Through Energy Activated Citizens and Data-Driven Communities: The ENPOWER Approach.
IISA
Nektarios Matsagkos, Eleni Kanellou, Afroditi Fragkiadaki, Vasilis Michalakopoulos, Vangelis Marinakis, Haris Ch. Doukas
2024 J jnl
Leveraging extreme scale analytics, AI and digital twins for maritime digitalization: the VesselAI architecture.
Frontiers Big Data
Loukas Ilias, Giannis Tsapelas, Panagiotis Kapsalis, Vasilis Michalakopoulos, Giorgos Kormpakis, Spiros Mouzakitis, Dimitris Askounis
2023 J jnl
A Machine Learning-Based Framework for Clustering Residential Electricity Load Profiles to Enhance Demand Response Programs.
CoRR
Vasilis Michalakopoulos, Elissaios Sarmas, Ioannis Papias, Panagiotis Skaloumpakas, Vangelis Marinakis, Haris Ch. Doukas
2023 — conf
Comparison of Machine Learning Algorithms For Predicting CO2Emissions in the maritime domain.
IISA
Vasilis Michalakopoulos, Loukas Ilias, Panagiotis Kapsalis, Spiros Mouzakitis, Dimitris Askounis
2023 J jnl
Data-driven building energy efficiency prediction based on envelope heat losses using physics-informed neural networks.
CoRR
Vasilis Michalakopoulos, Sotiris Pelekis, Giorgos Kormpakis, Vagelis Karakolis, Spiros Mouzakitis, Dimitris Askounis