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V. Marinakis · SciRah

Researcher profile · Semantic Scholar

V. Marinakis

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V. Marinakis — researcher profile on SciRah

h-index: 32
Works: 178
Citations: 3,455

Most-cited papers

A machine learning-based framework for clustering residential electricity load profiles to enhance demand response programs
Vasilis Michalakopoulos, Elissaios Sarmas, Ioannis Papias, Panagiotis Skaloumpakas +2 more
2024Applied Energy148 citations Open access
Semantic Scholar
Demand response optimization for smart grid integrated buildings: Review of technology enablers landscape and innovation challenges
Liana Toderean, T. Cioara, I. Anghel, Elissaios Sarmas +2 more
2024Energy and Buildings89 citations Open access
Semantic Scholar
Hybrid short-term wind power forecasting model using theoretical power curves and temporal fusion transformers
Vasilis Michalakopoulos, Antonis Zakynthinos, Elissaios Sarmas, V. Marinakis +1 more
2026Renewable Energy54 citations Open access
Semantic Scholar
Reshaping the energy landscape of Crete through renewable energy valleys
Panagiotis Skaloumpakas, Elissaios Sarmas, Michalis Rachmanidis, V. Marinakis
2024Scientific Reports52 citations Open access
Semantic Scholar
Empowering federated learning techniques for privacy-preserving PV forecasting
Vasilis Michalakopoulos, Efstathios Sarantinopoulos, Elissaios Sarmas, V. Marinakis
2024Energy Reports48 citations Open access
Semantic Scholar
Baseline energy modeling for improved measurement and verification through the use of ensemble artificial intelligence models
Elissaios Sarmas, Aikaterini Forouli, V. Marinakis, H. Doukas
2024Information Sciences46 citations Open access
Semantic Scholar
An adaptive framework for assessing climate resilience in buildings
Efstathios Stamatopoulos, Aikaterini Forouli, Daniela Stoian, Panagiotis Kouloukakis +2 more
2024Building and Environment42 citations Open access
Semantic Scholar
Multi-Criteria GIS-based offshore wind farm site selection: Case study in Greece
I. C. Dimitriou, Elissaios Sarmas, G. P. Trachanas, V. Marinakis +1 more
2025Renewable & Sustainable Energy Reviews37 citations Open access
Semantic Scholar
A Data-Driven Framework for Estimating Residential Energy Flexibility for Aggregated Demand-Side Management
Ioannis Papias, Vasilis Michalakopoulos, Elissaios Sarmas, V. Marinakis +3 more
2025Sustainable Energy, Grids and Networks37 citations Open access
Semantic Scholar
Lightweight Embedded IoT Gateway for Smart Homes Based on an ESP32 Microcontroller
Filippos Serepas, Ioannis Papias, Konstantinos Christakis, Nikos Dimitropoulos +1 more
2025De Computis36 citations Open access
Semantic Scholar
A Machine Learning-Based Framework for Clustering Residential Electricity Load Profiles to Enhance Demand Response Programs
Vasilis Michalakopoulos, Elissaios Sarmas, Ioannis Papias, Panagiotis Skaloumpakas +2 more
2023arXiv.org31 citations
Semantic Scholar
Explainable AI-Based Ensemble Clustering for Load Profiling and Demand Response
Elissaios Sarmas, Afroditi Fragkiadaki, V. Marinakis
2024Energies30 citations Open access
Semantic Scholar
Revving up energy autonomy: A forecast-driven framework for reducing reverse power flow in microgrids
Elissaios Sarmas, Evangelos Spiliotis, V. Marinakis, M. A. Bucarelli +2 more
2024Sustainable Energy, Grids and Networks28 citations Open access
Semantic Scholar
A comparative analysis of federated learning strategies for short-term photovoltaic power forecasting
Vasilis Michalakopoulos, Leonidas Spyropoulos, Loukas Ilias, Elissaios Sarmas +2 more
2025Energy Reports22 citations Open access
Semantic Scholar
Meta-heuristic federated learning aggregation methods for load forecasting
Efstathios Sarantinopoulos, Vasilis Michalakopoulos, Elissaios Sarmas, V. Marinakis +2 more
2025Energy and AI22 citations Open access
Semantic Scholar
Assessing the adoption level of Solar PV installations, on district scale of urban environment
I. C. Dimitriou, A. Arsenopoulos, G. P. Trachanas, Elissaios Sarmas +1 more
2024Renewable Energy21 citations Open access
Semantic Scholar
Aggregated Flexibility Dynamic Forecasting of Residential Energy Prosumers for DR Programs
Ioannis Papias, Vasilis Michalakopoulos, Elissaios Sarmas, V. Marinakis
2024International Conference on Information, Intelligence, Systems and Applications21 citations
Semantic Scholar
Evaluating the Barriers to Blockchain Adoption in the Energy Sector: A Multicriteria Approach Using the Analytical Hierarchy Process for Group Decision Making
Ioanna Andreoulaki, A. Papapostolou, V. Marinakis
2024Energies19 citations Open access
Semantic Scholar
A hyperparameter-space clustering methodology of residential electricity loads
Vasilis Michalakopoulos, Ioannis Papias, Efstathios Sarantinopoulos, Elissaios Sarmas +2 more
2025Applied Soft Computing15 citations Open access
Semantic Scholar
A federated Artificial Intelligence testing and experimentation facility for the European energy sector
Elissaios Sarmas, Alexandre Lucas, A. Acosta, F. Ponci +2 more
2026Engineering applications of artificial intelligence14 citations Open access
Semantic Scholar
FLEXiT: A platform for estimating residential energy flexibility for aggregated & disaggregated demand-side management
Ioannis Papias, Efstathios Sarantinopoulos, Vasilis Michalakopoulos, Elissaios Sarmas +1 more
2025SoftwareX14 citations Open access
Semantic Scholar
Improving energy performance of buildings: Dataset of implemented energy efficiency renovation projects in Latvia
Elissaios Sarmas, Maria Kleideri, Aija Zučika, V. Marinakis +1 more
2023Data in Brief14 citations Open access
Semantic Scholar
A Comprehensive Approach to Real-Time and Batch Processing for Energy-Efficient IoT Homes: Leveraging Lambda Architecture and Data Lakes
Filippos Serepas, Ioannis Papias, Nikolaos Bellos, V. Marinakis
2024International Conference on Information, Intelligence, Systems and Applications13 citations
Semantic Scholar
Optimizing electric vehicle charging station placement in Greek municipalities through multi-criteria decision analysis
Panagiotis Skaloumpakas, Alexandros Kafouros, Evangelos Spiliotis, Elissaios Sarmas +1 more
2024Sustainable Energy, Grids and Networks13 citations Open access
Semantic Scholar
Home Energy Management Systems: Challenges, Heterogeneity & Integration Architecture Towards A Smart City Ecosystem
Georgios Kormpakis, A. Lekidis, Elissaios Sarmas, Ioannis Papias +3 more
2024International Conference on Engineering, Technology and Innovation10 citations Open access
Semantic Scholar
Transfer learning techniques on temporal fusion transformers for short-term building load forecasting under limited data conditions
Antonis Zakynthinos, Vasilis Michalakopoulos, Elissaios Sarmas, V. Marinakis
2026Energy and Buildings9 citations Open access
Semantic Scholar
Energy Urban Domain: Personalized Evaluation of Expert and Non-Expert Stakeholder Interaction With Artificial Intelligence Through ChatGPT Using the VIRTSI Model
G. Tsihrintzis, Elissaios Sarmas, V. Marinakis, D. Panagoulias +2 more
2025IEEE Access9 citations Open access
Semantic Scholar
Artificial Intelligence for Energy Systems: Driving Intelligent, Flexible and Optimal Energy Management
Elissaios Sarmas, V. Marinakis, Haris Doukas
2025Learning and Analytics in Intelligent Systems9 citations
Semantic Scholar
From silos to open, federated and enriched Data Lakes for smart building data management
J. Hernández, Susana Martín, V. Marinakis, I. de Miguel
20232023 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv)9 citations Open access
Semantic Scholar
A user-friendly electric vehicle reallocation solution for uniformly utilized charging stations
Panagiotis Skaloumpakas, Evangelos Spiliotis, Daniela Stoian, George Stravodimos +3 more
2023Sustainable Energy, Grids and Networks8 citations Open access
Semantic Scholar
Exploring dimensional distinctions of residential heat load profiles using an unsupervised machine learning clustering framework
Vasilis Michalakopoulos, Elissaios Sarmas, Viktor Daropoulos, Giannis Kazdaridis +3 more
2026Sustainable Energy, Grids and Networks7 citations Open access
Semantic Scholar
Decentralized IoT Data Marketplaces: Enabling Peer-to-Peer Exchange with Edge Computing
Filippos Serepas, Ioannis Papias, Konstantinos Christakis, Nikos Dimitropoulos +1 more
20252025 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv)6 citations Open access
Semantic Scholar
Non-Intrusive Load Monitoring Using Cluster-Optimized Denoising Autoencoders
Ioannis Papias, Vasilis Michalakopoulos, Dimitra Karoutsou, Elissaios Sarmas +4 more
2025International Conference on Information, Intelligence, Systems and Applications6 citations Open access
Semantic Scholar
Denoising Autoencoder for Appliance-Specific Energy Disaggregation in Residential Settings
Ioannis Papias, Loukas Papapetrou, Vasilis Michalakopoulos, Elissaios Sarmas +3 more
20252025 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv)6 citations
Semantic Scholar
Is it feasible to implement minimum energy performance standards (MEPS) for existing buildings in Greece? A cost-benefit evaluation
Natasha Frilingou, K. Koasidis, Niki-Artemis Spyridaki, A. Nikas +2 more
2024Energy Policy6 citations
Semantic Scholar
Building a Data Lake for Smart Building Data: Architecture for Data Quality and Interoperability
José L. Hernández, Susana Martín, Panagiotis Kapsalis, K. Katsigarakis +2 more
2023International Conference on Information, Intelligence, Systems and Applications6 citations
Semantic Scholar
System Design of an Online Marketplace Towards the Standardisation of Sustainable Energy Efficiency Investments in Buildings
Ioanna Andreoulaki, A. Papapostolou, Daniela Stoian, Konstantinos Kefalas +1 more
2025Engineer5 citations Open access
Semantic Scholar
Evaluating Non-Expert Stakeholder Interaction with Artificial Intelligence on Energy Urban Domain Using VIRTSI: The Case of ChatGPT
G. Tsihrintzis, Elissaios Sarmas, V. Marinakis, D. Panagoulias +2 more
2024International Conference on Information, Intelligence, Systems and Applications5 citations
Semantic Scholar
A multi-dimensional unsupervised machine learning framework for clustering residential heat load profiles
Vasilis Michalakopoulos, Elissaios Sarmas, Viktor Daropoulos, Giannis Kazdaridis +3 more
2024arXiv.org5 citations
Semantic Scholar
Democratise Energy Through Energy Activated Citizens and Data-Driven Communities: The ENPOWER Approach
Nektarios Matsagkos, Eleni Kanellou, Afroditi Fragkiadaki, Vasilis Michalakopoulos +2 more
2024International Conference on Information, Intelligence, Systems and Applications5 citations
Semantic Scholar
Distributed Ledger Technology in Energy Services: The InEExS Project Objectives and Approach
A. Papapostolou, Ioanna Andreoulaki, Sokratis Divolis, Filippos Anagnostopoulos +1 more
2023International Conference on Information, Intelligence, Systems and Applications5 citations
Semantic Scholar
Regularized reconciliation of hierarchical forecasts with application to building electricity demand
Daniela Stoian, Evangelos Spiliotis, Efstathios Stamatopoulos, Elissaios Sarmas +1 more
2026Energy and Buildings4 citations Open access
Semantic Scholar
A decision-making approach based on the TOPSIS method for supporting energy efficiency financing in buildings
Ioanna Andreoulaki, A. Papapostolou, C. Karakosta, V. Marinakis
2025International Journal of Decision Support Systems4 citations Open access
Semantic Scholar
Holistic framework for household energy management services
Georgios Kormpakis, A. Lekidis, Ioannis Papias, Nikos Dimitropoulos +2 more
20252025 10th International Conference on Smart and Sustainable Technologies (SpliTech)4 citations
Semantic Scholar
A Decision Support Tool for Aggregation and Prioritisation of Energy Efficiency Investments in Buildings
Ioanna Andreoulaki, Daniela Stoian, A. Papapostolou, Andriana Stavrakaki +1 more
2024International Conference on Information, Intelligence, Systems and Applications4 citations
Semantic Scholar
A Neural Network-Based Approach for Hierarchical Electricity Consumption Forecasting in Buildings
Daniela Stoian, Evangelos Spiliotis, Efstathios Stamatopoulos, Elissaios Sarmas +2 more
20242024 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv)4 citations
Semantic Scholar
MxGPS: Multiplex Graph Transformers for a Power Grid Foundation Model
Charilaos Papaioannou, I. Tsantilas, Dimitris Giannakakos, Vasilis Michalakopoulos +8 more
2026arXiv.org3 citations
Semantic Scholar
Explainable Optimization of Extreme Value Analysis for Photovoltaic Prediction: Introducing Dynamic Correlation Shifts and Weighted Benchmarking
D. Panagoulias, Elissaios Sarmas, V. Marinakis, M. Virvou +1 more
2025Electronics3 citations Open access
Semantic Scholar
Deployment of Modular Renewable Energy Sources and Energy Storage Schemes in a Renewable Energy Valley
A. Kafetzis, Giorgos Kardaras, M. Bampaou, K. Panopoulos +3 more
2025Energies3 citations Open access
Semantic Scholar
An overview of CBDCs and their potential role in the green economy
C. Kontzinos, Maria Flouri, Paanagiotis Kokkinakos, Konstantinos Alexakis +2 more
2025Open Research Europe3 citations Open access
Semantic Scholar

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