Elissaios Sarmas

44 papers B 4Journal 16Unranked 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
A federated Artificial Intelligence testing and experimentation facility for the European energy sector.
Eng. Appl. Artif. Intell.
Elissaios Sarmas, Alexandre Lucas, Andrés Acosta, Ferdinanda Ponci, Pedro Rodriguez, 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 B conf
A Simulation Framework for Battery Optimization Under Extreme Energy Imbalance Using Machine Learning Forecasting.
ICTAI
Dimitrios P. Panagoulias, Elissaios Sarmas, Vangelis Marinakis, Maria Virvou, George A. Tsihrintzis
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 — conf
An Urban Data Management Platform for Bridging Trusted Ecosystems, Dataspaces, and Digital Twins.
IISA
Iason Sotiropoulos, Ioannis Karvelas, Elissaios Sarmas, Stamatia Rizou, Vangelis Marinakis
2025 — conf
Athens Energy Portal: A Digital Energy Platform for Intelligent Energy Management of Smart Cities.
IISA
Symeon Chorozoglou, Elissaios Sarmas, Giorgos Korbakis, Areti Samara, Nikos Chrysogelos, Haris Ch. Doukas
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
Energy Urban Domain: Personalized Evaluation of Expert and Non-Expert Stakeholder Interaction With Artificial Intelligence Through ChatGPT Using the VIRTSI Model.
IEEE Access
George A. Tsihrintzis, Elissaios Sarmas, Vangelis Marinakis, Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi, Maria Virvou
2025 J jnl
Equilibrium Analysis of Day-Ahead Electricity Markets With Strategic Demand Aggregators Based on the Theory of Learning in Games.
IEEE Access
Alireza Khaksari, Konstantinos Steriotis, Prodromos Makris, Georgios Tsaousoglou, Elissaios Sarmas, Vangelis Marinakis, Emmanouel A. Varvarigos
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
2025 — conf
Short-Term Forecasting of Hydropower Plant Generation Using the Prophet Model.
IISA
Afroditi Fragkiadaki, Elissaios Sarmas, Anestis Anastasiadis, Panagiotis Papadimitriou, Vangelis Marinakis
2025 — conf
Transforming Educational Buildings Into Self-Sufficient Hubs of Youth Energy Communities: A Case Study in Riga, Latvia.
IISA
Iason C. Dimitriou, Apostolos Arsenopoulos, Alexandros Xenakis, Elissaios Sarmas, John E. Psarras
2025 B conf
Trustworthy Integration of Generative AI and LLMs in the Energy Digital Spine: Epistemic Risk Models and Trust Performance Indicators.
ICTAI
Maria Virvou, George A. Tsihrintzis, Vangelis Marinakis, Elissaios Sarmas, Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi
2025 B conf
Which AI and How Trusted by Human Energy Stakeholders? Comparing Generative AI ChatGPT With Domain Specific AI-ENERGIA-SYS.
SMC
George A. Tsihrintzis, Elissaios Sarmas, Vangelis Marinakis, Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi, Maria Virvou
2024 — conf
A Web-Based Decision Support Tool for Efficiently Monitoring and Upgrading HVAC Systems.
IISA
Daniela Stoian, Evangelos Spiliotis, Efstathios Stamatopoulos, Elissaios Sarmas, Evangelos Marinakis
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 J jnl
Baseline energy modeling for improved measurement and verification through the use of ensemble artificial intelligence models.
Inf. Sci.
Elissaios Sarmas, Aikaterini Forouli, Vangelis Marinakis, Haris Ch. Doukas
2024 — conf
Evaluating Non-Expert Stakeholder Interaction with Artificial Intelligence on Energy Urban Domain Using VIRTSI: The Case of ChatGPT.
IISA
George A. Tsihrintzis, Elissaios Sarmas, Vangelis Marinakis, Dimitrios P. Panagoulias, Evangelia-Aikaterini Tsichrintzi, Maria Virvou
2024 — conf
Future Heat Risk Index: The Case of Attica Regions, Greece.
IISA
Iason C. Dimitriou, Georgios P. Trachanas, Apostolos Arsenopoulos, Elissaios Sarmas
2024 — conf
Home Energy Management Systems: Challenges, Heterogeneity & Integration Architecture Towards A Smart City Ecosystem.
ICE/ITMC
Georgios Kormpakis, Alexios Lekidis, Elissaios Sarmas, Ioannis Papias, Filippos Serepas, George Stravodimos, Vangelis Marinakis
2024 J jnl
Home Energy Management Systems: Challenges, Heterogeneity & Integration Architecture Towards A Smart City Ecosystem.
CoRR
Georgios Kormpakis, Alexios Lekidis, Elissaios Sarmas, Giannis Papias, Filippos Serepas, George Stravodimos, Vangelis Marinakis
2024 J jnl
Integrating Dynamic Correlation Shifts and Weighted Benchmarking in Extreme Value Analysis.
CoRR
Dimitrios P. Panagoulias, Elissaios Sarmas, Vangelis Marinakis, Maria Virvou, George A. Tsihrintzis
2024 — conf
Multi-Criteria Building Performance Assessment.
IISA
José L. Hernández, Serena Serroni, Stathis Stamatopoulos, Elissaios Sarmas, Gian Marco Revel, Fredy Vélez
2024 J jnl
Unsupervised domain adaptation methods for photovoltaic power forecasting.
Appl. Soft Comput.
Loukas Ilias, Elissaios Sarmas, Vangelis Marinakis, Dimitris Askounis, Haris Ch. Doukas
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
A Next Generation Library of AI-Based Data-Driven Services for the Built Environment.
IISA
Elissaios Sarmas, Stathis Stamatopoulos, Panagiotis Kapsalis, Konstantinos Touloumis, Vangelis Marinakis
2023 — conf
A Quantitative Methodology to Support Local Governments in Climate Change Adaptation and Mitigation Actions.
DCAI (2)
Nikos Dimitropoulos, Elissaios Sarmas, Marcelo Lampkowski, Vangelis Marinakis
2023 — conf
A Unified Framework for Querying Dynamic and Semantic Data Sources.
IISA
Konstantinos Touloumis, Panagiotis Kapsalis, Elissaios Sarmas, Stathis Stamatopoulos, Evangelos Karakolis, Vaggelis Marinakis
2023 — conf
A Web-Based Service Supporting Local Governments in SECAP Implementation activities.
IISA
Nikos Dimitropoulos, Eliza Milioni, Marcelo Lampkowski, Elissaios Sarmas, Panagiotis Kapsalis, Vangelis Marinakis, Haris Ch. Doukas
2023 — conf
An Integrated AI-Based Information System for Energy Forecasting.
IISA
Panagiotis Skaloumpakas, Zoi Mylona, Sofoklis Strompolas, Elissaios Sarmas, Haris Ch. Doukas
2023 B conf
An Integrated ML-Ops Framework for Automating AI-based Photovoltaic Forecasting.
IEEE Big Data
Symeon Chorozoglou, Elissaios Sarmas, Vangelis Marinakis
2023 — conf
Application of Big Data Analytics in the Electrical Sector: A Real Case Study.
IISA
Marco Antonio Bucarelli, Francesca Santori, Elissaios Sarmas, Salvatore Cipolla, Vangelis Marinakis, Andrea Natalini, Marzia Mammina
2023 — conf
Building a Data Lake for Smart Building Data: Architecture for Data Quality and Interoperability.
IISA
José L. Hernández, Susana Martin, Panagiotis Kapsalis, Kyriakos Katsigarakis, Elissaios Sarmas, Vangelis Marinakis
2023 J jnl
Correction: A data-driven multicriteria decision making tool for assessing investments in energy efficiency.
Oper. Res.
Elissaios Sarmas, Vangelis Marinakis, Haris Ch. Doukas
2022 J jnl
A data-driven multicriteria decision making tool for assessing investments in energy efficiency.
Oper. Res.
Elissaios Sarmas, Vangelis Marinakis, Haris Ch. Doukas
2022 — conf
A web-based Building Automation and Control Service.
IISA
Elissaios Sarmas, Nikos Dimitropoulos, Sofoklis Strompolas, Zoi Mylona, Vangelis Marinakis, Athanasios Giannadakis, Alexandros Romaios, Haris Ch. Doukas
2022 — conf
Comparison of Machine Learning Classifiers for Exchange Rate Trend Forecasting.
IISA
Elissaios Sarmas, Themistoklis Koutsellis, Christopher Ververidis, Thomas Papapolyzos, Stylianos Choumas, Anastasios Bitsikas, Haris Ch. Doukas
2021 — conf
A Data-Driven Decision Support Tool at the service of Energy suppliers and Utilities for Tackling Energy Poverty: A case study in Greece.
IISA
Apostolos Arsenopoulos, Elissaios Sarmas, Andriana Stavrakaki, Ioanna Giannouli, John E. Psarras
2021 J jnl
A python-based multicriteria portfolio selection DSS.
RAIRO Oper. Res.
Panos Xidonas, Haris Ch. Doukas, Elissaios Sarmas
2020 — conf
Web-based Application for Screening Energy Efficiency Investments: A MCDA Approach.
IISA
Aikaterini Papapostolou, Filippos-Dimitrios K. Mexis, Elissaios Sarmas, Charikleia Karakosta, John E. Psarras