Yannis L. Karnavas

Machine Learning in Disaster Management: Recent Developments in Methods and Applications

Vasileios Linardos, Maria Drakaki, Panagiotis Tzionas et al. · Machine Learning and Knowledge Extraction · 2022 · 265 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

AGC for autonomous power system using combined intelligent techniques

Yannis L. Karnavas, D.P. Papadopoulos · Electric Power Systems Research · 2002 · 142 citations

Engineering, Smart Grid, Energy Management +5

Machine learning and deep learning based methods toward industry 4.0 predictive maintenance in induction motors: State of the art survey

Maria Drakaki, Yannis L. Karnavas, Ioannis A. Tziafettas et al. · Journal of Industrial Engineering and Management · 2022 · 54 citations · Full text

Artificial Intelligence, Fault Diagnosis, Engineering +18

A Combined Short Time Fourier Transform and Image Classification Transformer Model for Rolling Element Bearings Fault Diagnosis in Electric Motors

Christos T. Alexakos, Yannis L. Karnavas, Maria Drakaki et al. · Machine Learning and Knowledge Extraction · 2021 · 53 citations · Full text

Fault Diagnosis, Convolutional Neural Network, Engineering +17

Recent Developments Towards Industry 4.0 Oriented Predictive Maintenance in Induction Motors

Maria Drakaki, Yannis L. Karnavas, Panagiotis Tzionas et al. · Procedia Computer Science · 2021 · 48 citations · Full text

Artificial Intelligence, Electric Machine, Engineering +22