Concepedia

Elissaios Sarmas

ES

37

Publications

1.3K

Citations

22

H-Index

2020

Active since

Affiliations

National Technical University of Athens(Current)

Technical University of Cluj-Napoca

University of Piraeus

National and Kapodistrian University of Athens

Holistic Management International

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

Top concepts

EngineeringEnergy ManagementData ScienceSystems EngineeringEnergy EfficiencyMachine LearningSmart GridComputer SciencePredictive AnalyticsForecasting

Publications per year

2020–2025

37

Publications

37

Transfer learning strategies for solar power forecasting under data scarcity

Elissaios Sarmas, Nikos Dimitropoulos, Vangelis Marinakis et al. · Scientific Reports · 2022 · 125 citations · Full text

Short-term photovoltaic power forecasting using meta-learning and numerical weather prediction independent Long Short-Term Memory models

Elissaios Sarmas, Evangelos Spiliotis, Efstathios Stamatopoulos et al. · Renewable Energy · 2023 · 121 citations

A machine learning-based framework for clustering residential electricity load profiles to enhance demand response programs

Vasilis Michalakopoulos, Elissaios Sarmas, Ioannis Papias et al. · Applied Energy · 2024 · 115 citations · Full text

Cluster Computing, Engineering, Machine Learning +23

A meta-learning classification model for supporting decisions on energy efficiency investments

Elissaios Sarmas, Evangelos Spiliotis, Vangelis Marinakis et al. · Energy and Buildings · 2022 · 71 citations

Intelligent Decision Support for Energy Management: A Methodology for Tailored Explainability of Artificial Intelligence Analytics

Dimitrios P. Panagoulias, Elissaios Sarmas, Vangelis Marinakis et al. · Electronics · 2023 · 62 citations · Full text

Artificial Intelligence, Engineering, Intelligent Decision Support +25

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