Elissaios Sarmas - Concepedia

Author

Elissaios Sarmas

National Technical University of Athens ORCID

Also Known As

Apostolos Arsenopoulos, Elissaios Sarmas, Sarmas, Elissaios

126

Publications

1.5K

Citations

H-Index

Concepts

All Affiliations

National Technical University of Athens Technical University of Cluj-Napoca University of Piraeus National and Kapodistrian University of Athens Holistic Management International

About

Elissaios Sarmas is an author at National Technical University of Athens specializing in engineering, energy management, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	14	14	608
2	Computer Science	5	5	263
3	Management	2	2	94
4	Business	1	1	41
5	Social Sciences	1	1	46

Elissaios Sarmas

Publications

1.3K

Citations

H-Index

Page 1

	Year	Citations
Transfer learning strategies for solar power forecasting under data scarcity Elissaios Sarmas, Nikos Dimitropoulos, Vangelis Marinakis, Scientific Reports	2022	125
Short-term photovoltaic power forecasting using meta-learning and numerical weather prediction independent Long Short-Term Memory models Elissaios Sarmas, Evangelos Spiliotis, Efstathios Stamatopoulos, Renewable Energy	2023	121
A machine learning-based framework for clustering residential electricity load profiles to enhance demand response programs Vasilis Michalakopoulos, Elissaios Sarmas, Ioannis Papias, Applied Energy Cluster ComputingEngineeringMachine LearningMachine Learning ToolLoad Control	2024	115
A meta-learning classification model for supporting decisions on energy efficiency investments Elissaios Sarmas, Evangelos Spiliotis, Vangelis Marinakis, Energy and Buildings	2022	71
Intelligent Decision Support for Energy Management: A Methodology for Tailored Explainability of Artificial Intelligence Analytics Dimitrios P. Panagoulias, Elissaios Sarmas, Vangelis Marinakis, Electronics Artificial IntelligenceEngineeringIntelligent Decision SupportIntelligent SystemsEnergy Data Analysis	2023	62
ML-based energy management of water pumping systems for the application of peak shaving in small-scale islands Elissaios Sarmas, Evangelos Spiliotis, Vangelis Marinakis, Sustainable Cities and Society Greek Remote IslandEngineeringSmart SchedulingEnergy EfficiencyMarine Engineering	2022	54
An Incremental Learning Framework for Photovoltaic Production and Load Forecasting in Energy Microgrids Elissaios Sarmas, Sofoklis Strompolas, Vangelis Marinakis, Electronics EngineeringMachine LearningPhotovoltaic SystemIntelligent Energy SystemData Science	2022	53
Reshaping the energy landscape of Crete through renewable energy valleys Panagiotis Skaloumpakas, Elissaios Sarmas, Michalis Rachmanidis, Scientific Reports	2024	49
Dynamic energy management with thermal comfort forecasting Christos Tsolkas, Evangelos Spiliotis, Elissaios Sarmas, Building and Environment EngineeringEnergy EfficiencyThermal Comfort ForecastingGreen BuildingBuilding Energy Conservation	2023	46
Estimating the Energy Savings of Energy Efficiency Actions with Ensemble Machine Learning Models Elissaios Sarmas, Evangelos Spiliotis, Nikos Dimitropoulos, Applied Sciences EngineeringMachine LearningEnergy Efficiency ActionsEnergy EfficiencyMachine Learning Tool	2023	44

Page 1