Παρακολούθηση
Elissaios Sarmas
Elissaios Sarmas
Research Associate, National Technical University of Athens
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα epu.ntua.gr
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
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
482022
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
372022
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
302022
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
242023
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
242022
Multicriteria Portfolio Construction with Python
E Sarmas, P Xidonas, H Doukas
Springer Optimization and Its Applications, 2020
242020
A python-based multicriteria portfolio selection DSS
P Xidonas, H Doukas, E Sarmas
RAIRO-Operations Research 55, S3009-S3034, 2021
232021
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
212020
Dynamic energy management with thermal comfort forecasting
C Tsolkas, E Spiliotis, E Sarmas, V Marinakis, H Doukas
Building and Environment 237, 110341, 2023
172023
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
152022
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
122023
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
102023
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
82023
A web-based Building Automation and Control Service
E Sarmas, N Dimitropoulos, S Strompolas, Z Mylona, V Marinakis, ...
2022 13th International Conference on Information, Intelligence, Systems …, 2022
82022
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
72023
Leveraging Energy Efficiency Investments: An Innovative Web-based Benchmarking Tool
FD Mexis, A Papapostolou, C Karakosta, E Sarmas, D Koutsandreas, ...
Advances in Science, Technology and Engineering Systems Journal 6 (5), 237-248, 2021
72021
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
62022
Unsupervised domain adaptation methods for photovoltaic power forecasting
L Ilias, E Sarmas, V Marinakis, D Askounis, H Doukas
Applied Soft Computing 149, 110979, 2023
52023
Improving energy performance of buildings: Dataset of implemented energy efficiency renovation projects in Latvia
E Sarmas, M Kleideri, A Zučika, V Marinakis, H Doukas
Data in Brief 48, 109225, 2023
52023
Monitoring the impact of energy conservation measures with Artificial Neural Networks
E Sarmas, N Dimitropoulos, V Marinakis, A Zucika, H Doukas
eceee 2022 Summer Study proceedings Agents of Change. (eceee), 571-579, 2022
42022
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