AGC for autonomous power system using combined intelligent techniques YL Karnavas, DP Papadopoulos Electric Power Systems Research 62 (3), 225-239, 2002 | 193 | 2002 |
Machine learning in disaster management: recent developments in methods and applications V Linardos, M Drakaki, P Tzionas, YL Karnavas Machine Learning and Knowledge Extraction 4 (2), 2022 | 114 | 2022 |
Study on fault diagnosis of broken rotor bars in squirrel cage induction motors: a multi‐agent system approach using intelligent classifiers M Drakaki, YL Karnavas, AD Karlis, ID Chasiotis, P Tzionas IET Electric Power Applications 14 (2), 245-255, 2020 | 42 | 2020 |
A combined control strategy of a DFIG based on a sensorless power control through modified phase-locked loop and fuzzy logic controllers A Giannakis, A Karlis, YL Karnavas Renewable Energy 121, 489-501, 2018 | 42 | 2018 |
Recent developments towards industry 4.0 oriented predictive maintenance in induction motors M Drakaki, YL Karnavas, P Tzionas, ID Chasiotis Procedia computer science 180, 943-949, 2021 | 40 | 2021 |
A combined short time fourier transform and image classification transformer model for rolling element bearings fault diagnosis in electric motors CT Alexakos, YL Karnavas, M Drakaki, IA Tziafettas Machine Learning and Knowledge Extraction 3 (1), 228-242, 2021 | 33 | 2021 |
Excitation control of a synchronous machine using polynomial neural networks YL Karnavas, DP Papadopoulos Journal of Electrical Engineering -BRATISLAVA- 55 (7/8), 169-179, 2004 | 32 | 2004 |
Cooling system design and thermal analysis of an electric vehicle's in-wheel PMSM YL Karnavas, ID Chasiotis, EL Peponakis 2016 XXII International Conference on Electrical Machines (ICEM), 1439-1445, 2016 | 29 | 2016 |
A generic multi-criteria design approach toward high power density and fault-tolerant low-speed PMSM for pod applications ID Chasiotis, YL Karnavas IEEE Transactions on Transportation Electrification 5 (2), 356-370, 2019 | 28 | 2019 |
Machine learning and deep learning based methods toward industry 4.0 predictive maintenance in induction motors: State of the art survey M Drakaki, YL Karnavas, IA Tziafettas, V Linardos, P Tzionas Journal of Industrial Engineering and Management (JIEM) 15 (1), 31-57, 2022 | 26 | 2022 |
Motor fault detection and diagnosis using fuzzy cognitive networks with functional weights G Karatzinis, YS Boutalis, YL Karnavas 2018 26th Mediterranean Conference on Control and automation (MED), 709-714, 2018 | 23 | 2018 |
Modelling and multiobjective optimization analysis of a permanent magnet synchronous motor design YL Karnavas, ID Chasiotis, CD Korkas, SK Amoutzidis International Journal of Numerical Modelling: Electronic Networks, Devices …, 2017 | 22 | 2017 |
Influence of soft magnetic materials application to squirrel cage induction motor design and performance YL Karnavas, ID Chasiotis Engineering Journal 21 (1), 193-206, 2017 | 22 | 2017 |
PMDC coreless micro-motor parameters estimation through Grey Wolf Optimizer YL Karnavas, ID Chasiotis 2016 XXII International Conference on Electrical Machines (ICEM), 865-870, 2016 | 22 | 2016 |
Excitation control of a power‐generating system based on fuzzy logic and neural networks YL Karnavas, DP Papadopoulos European Transactions on Electrical Power 10 (4), 233-241, 2000 | 22 | 2000 |
Extracting spatially global and local attentive features for rolling bearing fault diagnosis in electrical machines using attention stream networks YL Karnavas, S Plakias, ID Chasiotis IET Electric Power Applications 15 (7), 903-915, 2021 | 21 | 2021 |
A computer aided educational tool for design, modeling, and performance analysis of Brushless DC motor in post graduate degree courses ID Chasiotis, YL Karnavas Computer Applications in Engineering Education 26 (4), 749-767, 2018 | 20 | 2018 |
Permanent magnet synchronous motor design using grey wolf optimizer algorithm YL Karnavas, ID Chasiotis, EL Peponakis International Journal of Electrical and Computer Engineering 6 (3), 1353-1362, 2016 | 19 | 2016 |
Optimization methods evaluation for the design of radial flux surface PMSM YL Karnavas, CD Korkas 2014 International Conference on Electrical Machines (ICEM), 1348-1355, 2014 | 18 | 2014 |
A comparative study on 2D and 3D magnetic field analysis of permanent magnet synchronous motor using FEM simulations MC Pechlivanidou, ID Chasiotis, YL Karnavas Journal of Electromagnetic Waves and Applications 33 (17), 2215-2241, 2019 | 16 | 2019 |