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Elissaios Sarmas
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Year
Transfer learning strategies for solar power forecasting under data scarcity
E Sarmas, N Dimitropoulos, V Marinakis, Z Mylona, H Doukas
Scientific Reports 12 (1), 1-13, 2022
792022
Short-term photovoltaic power forecasting using meta-learning and numerical weather prediction independent Long Short-Term Memory models
E Sarmas, E Spiliotis, E Stamatopoulos, V Marinakis, H Doukas
Renewable Energy 216, 118997, 2023
732023
A meta-learning classification model for supporting decisions on energy efficiency investments
E Sarmas, E Spiliotis, V Marinakis, T Koutselis, H Doukas
Energy and Buildings 258, 111836, 2022
492022
ML-based energy management of water pumping systems for the application of peak shaving in small-scale islands
E Sarmas, E Spiliotis, V Marinakis, G Tzanes, JK Kaldellis, H Doukas
Sustainable Cities and Society 82, 103873, 2022
482022
An Incremental Learning Framework for Photovoltaic Production and Load Forecasting in Energy Microgrids
E Sarmas, S Strompolas, V Marinakis, F Santori, MA Bucarelli, H Doukas
Electronics 11 (23), 3962, 2022
372022
A machine learning-based framework for clustering residential electricity load profiles to enhance demand response programs
V Michalakopoulos, E Sarmas, I Papias, P Skaloumpakas, V Marinakis, ...
Applied Energy 361, 122943, 2024
342024
Multicriteria Portfolio Construction with Python
E Sarmas, P Xidonas, H Doukas
Springer Optimization and Its Applications, 2020
342020
Intelligent Decision Support for Energy Management: A Methodology for Tailored Explainability of Artificial Intelligence Analytics
DP Panagoulias, E Sarmas, V Marinakis, M Virvou, GA Tsihrintzis, ...
Electronics 12 (21), 4430, 2023
322023
A data-driven multicriteria decision making tool for assessing investments in energy efficiency
E Sarmas, V Marinakis, H Doukas
Operational Research 22 (5), 5597-5616, 2022
322022
A python-based multicriteria portfolio selection DSS
P Xidonas, H Doukas, E Sarmas
RAIRO-Operations Research 55, S3009-S3034, 2021
322021
Dynamic energy management with thermal comfort forecasting
C Tsolkas, E Spiliotis, E Sarmas, V Marinakis, H Doukas
Building and Environment 237, 110341, 2023
302023
Recent advances on data-driven services for smart energy systems optimization and pro-active management
T Testasecca, M Lazzaro, E Sarmas, S Stamatopoulos
2023 IEEE International Workshop on Metrology for Living Environment …, 2023
272023
Web-based Application for Screening Energy Efficiency Investments: A MCDA Approach
A Papapostolou, FD Mexis, E Sarmas, C Karakosta, J Psarras
2020 11th International Conference on Information, Intelligence, Systems and …, 2020
262020
Reshaping the energy landscape of Crete through renewable energy valleys
P Skaloumpakas, E Sarmas, M Rachmanidis, V Marinakis
Scientific Reports 14 (1), 8038, 2024
242024
Unsupervised domain adaptation methods for photovoltaic power forecasting
L Ilias, E Sarmas, V Marinakis, D Askounis, H Doukas
Applied Soft Computing 149, 110979, 2023
222023
Estimating the Energy Savings of Energy Efficiency Actions with Ensemble Machine Learning Models
E Sarmas, E Spiliotis, N Dimitropoulos, V Marinakis, H Doukas
Applied Sciences 13 (4), 2749, 2023
222023
Baseline energy modeling for improved measurement and verification through the use of ensemble artificial intelligence models
E Sarmas, A Forouli, V Marinakis, H Doukas
Information Sciences 654, 119879, 2024
212024
A Multi-Criteria Approach for Optimizing the Placement of Electric Vehicle Charging Stations in Highways
P Skaloumpakas, E Spiliotis, E Sarmas, A Lekidis, G Stravodimos, ...
Energies 15 (24), 9445, 2022
172022
Predicting Thermal Comfort in Buildings With Machine Learning and Occupant Feedback
P Skaloumpakas, E Sarmas, Z Mylona, A Cavadenti, F Santori, ...
2023 IEEE International Workshop on Metrology for Living Environment …, 2023
142023
Revving up energy autonomy: A forecast-driven framework for reducing reverse power flow in microgrids
E Sarmas, E Spiliotis, V Marinakis, MA Bucarelli, F Santori, H Doukas
Sustainable Energy, Grids and Networks 38, 101376, 2024
132024
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