Georgoulas, George; Tsoumas, Ioannis P.; Antonino-Daviu, J.; Climente Alarcón, Vicente; Stylios, Chrysostomos D.; Mitronikas, Epaminondas D.; Safacas, Athanasios N.(Institute of Electrical and Electronics Engineers, 2014)
[EN] This paper presents an advanced signal processing method applied to the diagnosis of rotor asymmetries in asynchronous machines. The approach is based on the application of complex empirical mode decomposition to the ...
Georgoulas, George; Climente Alarcón, Vicente; Antonino-Daviu, J.; Tsoumas, Ioannis P.; Stylios, Chrysostomos D.; Arkkio, Antero; Nikolakopoulos, George(Institute of Electrical and Electronics Engineers, 2016)
[EN] In this article a data driven approach for the classification of simultaneously occurring faults in an induction motor is presented. The problem is treated as a multi-label classification problem with each label ...