Yannis L. Karnavas

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 12

Top Topics

Cognitive Network

Educational Tool

Fault Detection

Top Venues

Mach. Learn. Knowl. Extr.

Publications

Vasileios Linardos, Maria Drakaki, Panagiotis Tzionas, Yannis L. Karnavas
Machine Learning in Disaster Management: Recent Developments in Methods and Applications. Mach. Learn. Knowl. Extr. 4 (2) (2022)
Yannis L. Karnavas, Spyridon Plakias, Ioannis D. Chasiotis
A Multi-Scale Deep Learning Attention-based Feature Method for Rolling Elements Bearing Fault Detection in Industrial Motor Drives. MOCAST (2021)
Christos T. Alexakos, Yannis L. Karnavas, Maria Drakaki, Ioannis A. Tziafettas
A Combined Short Time Fourier Transform and Image Classification Transformer Model for Rolling Element Bearings Fault Diagnosis in Electric Motors. Mach. Learn. Knowl. Extr. 3 (1) (2021)
Maria Drakaki, Yannis L. Karnavas, Panagiotis Tzionas, Ioannis D. Chasiotis
Recent Developments Towards Industry 4.0 Oriented Predictive Maintenance in Induction Motors. ISM (2020)
George Sinodakis, Vasilis Kostopoulos, Maria Drakaki, Yannis L. Karnavas, Panagiotis Tzionas
An RFID-Enabled Automated Storage and Retrieval System via Microcontroller Stepper Motor Control. MOCAST (2019)
Yannis L. Karnavas, Theodoros P. Paschaloglou, Spyridon G. Mouroutsos, Ioannis D. Chasiotis, Maria Drakaki, Yiannis S. Boutalis
Application of Salp Swarm Algorithm for DC Motor Parameter Estimation in an Industry 4.0 Control Systems IoT Framework. DeSE (2019)
Andromachi G. Katsioula, Yannis L. Karnavas, Yiannis S. Boutalis
An enhanced simulation model for DC motor belt drive conveyor system control. MOCAST (2018)
Georgios Karatzinis, Yiannis S. Boutalis, Yannis L. Karnavas
Motor Fault Detection and Diagnosis Using Fuzzy Cognitive Networks with Functional Weights. MED (2018)
Ioannis D. Chasiotis, Yannis L. Karnavas
A computer aided educational tool for design, modeling, and performance analysis of Brushless DC motor in post graduate degree courses. Comput. Appl. Eng. Educ. 26 (4) (2018)
Yannis L. Karnavas, Anestis S. Topalidis, Maria Drakaki
Development of a low cost brushless DC motor sensorless controller using dsPIC30F4011. MOCAST (2018)
Georgios Karatzinis, Yiannis S. Boutalis, Yannis L. Karnavas
Switching Control of DC Motor Using Multiple Fuzzy Cognitive Network Models. ICSC (2018)
Maria Drakaki, Yannis L. Karnavas, Ioannis D. Chasiotis, Panagiotis Tzionas
An Intelligent Multi-Agent System Framework for Fault Diagnosis of Squirrel-Cage Induction Motor Broken Bars. ISAT (2) (2017)
Yannis L. Karnavas, Ioannis D. Chasiotis
A Simple Knowledge Base Software Architecture for Industrial Electrical Machine Design: Application to Electric Vehicle's In-Wheel Motor. ISAT (4) (2015)