| A scalable real-time non-intrusive load monitoring system for the estimation of household appliance power consumption C Athanasiadis, D Doukas, T Papadopoulos, A Chrysopoulos Energies 14 (3), 767, 2021 | 100 | 2021 |
| Real-time non-intrusive load monitoring: A light-weight and scalable approach CL Athanasiadis, TA Papadopoulos, DI Doukas Energy and Buildings 253, 111523, 2021 | 83 | 2021 |
| A review of distribution network applications based on smart meter data analytics CL Athanasiadis, TA Papadopoulos, GC Kryonidis, DI Doukas Renewable and Sustainable Energy Reviews 191, 114151, 2024 | 23 | 2024 |
| Real-time non-intrusive load monitoring: A machine-learning approach for home appliance identification CL Athanasiadis, DI Doukas, TA Papadopoulos, GA Barzegkar-Ntovom 2021 IEEE Madrid PowerTech, 1-6, 2021 | 16 | 2021 |
| A smart energy management system for elderly households CL Athanasiadis, KD Pippi, TA Papadopoulos, C Korkas, C Tsaknakis, ... 2022 57th International Universities Power Engineering Conference (UPEC), 1-6, 2022 | 9 | 2022 |
| A Benchmarking Testbed for Low-Voltage Active Distribution Network Studies CL Athanasiadis, TA Papadopoulos, GC Kryonidis, KD Pippi IEEE Open Access Journal of Power and Energy 10, 104-115, 2022 | 8 | 2022 |
| Towards Extracting the Role and Behavior of Contributors in Open-source Projects. MD Papamichail, T Diamantopoulos, V Matsoukas, C Athanasiadis, ... ICSOFT, 536-543, 2019 | 7 | 2019 |
| Peak demand forecasting: A comparative analysis of state-of-the-art machine learning techniques CL Athanasiadis, G Tsoumplekas, A Chrysopoulos, DI Doukas 2022 2nd International Conference on Energy Transition in the Mediterranean …, 2022 | 6 | 2022 |
| Heartdis: a generalizable end-to-end energy disaggregation pipeline I Dimitriadis, N Virtsionis Gkalinikis, N Gkiouzelis, A Vakali, ... Energies 16 (13), 5115, 2023 | 5 | 2023 |
| A review of smart meter data analytics for distribution network applications CL Athanasiadis, TA Papadopoulos, GC Kryonidis 2023 IEEE Belgrade PowerTech, 1-6, 2023 | 5 | 2023 |
| A holistic and personalized home energy management system with non-intrusive load monitoring CL Athanasiadis, TA Papadopoulos, GC Kryonidis, DI Doukas IEEE Transactions on Consumer Electronics, 2024 | 3 | 2024 |
| Validation of a holistic system for operational analysis and provision of ancillary services in active distribution networks TA Papadopoulos, KD Pippi, GA Barzegkar-Ntovom, EO Kontis, ... Energies 16 (6), 2787, 2023 | 3 | 2023 |
| Few-Shot Load Forecasting Under Data Scarcity in Smart Grids: A Meta-Learning Approach G Tsoumplekas, CL Athanasiadis, DI Doukas, A Chrysopoulos, PA Mitkas arXiv preprint arXiv:2406.05887, 2024 | 2 | 2024 |
| Online data-driven equivalent model derivation based on distribution network signatures using a machine learning approach GA Barzegkar-Ntovom, EO Kontis, CL Athanasiadis, TA Papadopoulos IEEE Transactions on Smart Grid, 2024 | 2 | 2024 |
| A Multi-Objective Home Energy Management System based on Non-Intrusive Load Monitoring and Heat Pump Control CL Athanasiadis, TA Papadopoulos, GC Kryonidis 2023 IEEE Belgrade PowerTech, 1-6, 2023 | 2 | 2023 |
| Nearly‐optimal control for energy, thermal, and storage loads with energy disaggregation monitoring: A case of residential management for the elderly C Tsaknakis, C Korkas, K Pippi, C Athanasiadis, V Alexopoulou, ... IET Smart Cities 5 (3), 173-193, 2023 | 1 | 2023 |
| Towards Detecting Non-Technical Losses in Electrical Power Systems with Machine Learning V Perifanis, CL Athanasiadis, N Pavlidis, PS Efraimidis, TA Papadopoulos 2024 3rd International Conference on Energy Transition in the Mediterranean …, 2024 | | 2024 |
| Energy Management for Building-Integrated Microgrids Using Reinforcement Learning CL Athanasiadis, KD Pippi, TA Papadopoulos, C Korkas, C Tsaknakis, ... 2023 58th International Universities Power Engineering Conference (UPEC), 1-6, 2023 | | 2023 |
| Validation of a Holistic System for Operational Analysis and Provision of Ancillary Services in Active Distribution Networks. Energies 2023, 16, 2787 TA Papadopoulos, KD Pippi, GA Barzegkar-Ntovom, EO Kontis, ... | | 2023 |
Theofilos PapadopoulosAssoc. Professor in Aristotle University of ThessalonikiVerified email at ece.auth.gr