Ioannis Tsoumas

Asynchronous Machine Rotor Fault Diagnosis Technique Using Complex Wavelets

Ioannis Tsoumas, George Georgoulas, Epaminondas D. Mitronikas et al. · IEEE Transactions on Energy Conversion · 2008 · 95 citations

Fault Diagnosis, Condition Monitoring, Reliability Engineering +11

Principal Component Analysis of the start-up transient and Hidden Markov Modeling for broken rotor bar fault diagnosis in asynchronous machines

George Georgoulas, Mohammed Obaid Mustafa, Ioannis Tsoumas et al. · Expert Systems with Applications · 2013 · 66 citations · Full text

Fault Diagnosis, Condition Monitoring, Reliability Engineering +9

Influence of the Inverter's Modulation Technique on the Audible Noise of Electric Motors

Ioannis Tsoumas, H. Tischmacher · IEEE Transactions on Industry Applications · 2013 · 63 citations

A Symbolic Representation Approach for the Diagnosis of Broken Rotor Bars in Induction Motors

Petros Karvelis, George Georgoulas, Ioannis Tsoumas et al. · IEEE Transactions on Industrial Informatics · 2015 · 57 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +16

The Use of a Multilabel Classification Framework for the Detection of Broken Bars and Mixed Eccentricity Faults Based on the Start-Up Transient

George Georgoulas, Vicente Climente-Alarcón, Jose A. Antonino‐Daviu et al. · IEEE Transactions on Industrial Informatics · 2016 · 46 citations · Full text