Fault diagnostics of an electrical machine with multiple support vector classifiers. - Sanna Pöyhönen; Marian Negrea; Antero Arkkio; Heikki Hyotyniemi; Heikki Koivo (ISIC, 2002)

Detection of stator winding fault in induction motor using fuzzy logic. - Pedro Vicente Jover Rodríguez; Antero Arkkio (Appl. Soft Comput., 2008)

Suppression of rotor vibrations of an electric machine at the critical speed by optimal state feedback controller. - Juha Orivuori; Antti Laiho; Anssi Sinervo; Kai Zenger; Antero Arkkio (ECC, 2009)

A hybrid PBIL-based Harmony Search method with application in wind generator optimization. - Xiao Zhi Gao 001; Tapani Jokinen; Xiaolei Wang 001; Seppo J. Ovaska; Antero Arkkio (NaBIC, 2010)

Origin of parasitic time-periodic torques and forces in electrical machines. - Antero Arkkio; Kai Zenger (PSYCO, 2010)

A Negative Selection Algorithm-based motor fault detection scheme. - Xiao Zhi Gao 001; Xiaolei Wang 001; Seppo J. Ovaska; Antero Arkkio; Kai Zenger; Xiaofeng Wang (ICNC, 2011)

A hybrid PBIL-based harmony search method. - Xiao Zhi Gao 001; Xiaolei Wang 001; Tapani Jokinen; Seppo J. Ovaska; Antero Arkkio; Kai Zenger (Neural Comput. Appl., 2012)

Combined FE and two dimensional spectral analysis of broken cage faults in induction motors. - Javier Martinez; Anouar Belahcen; Antero Arkkio (IECON, 2013)

Particle Filter-Based Estimation of Instantaneous Frequency for the Diagnosis of Electrical Asymmetries in Induction Machines. - Vicente Climente-Alarcon; Jose Alfonso Antonino-Daviu; Ari Haavisto; Antero Arkkio (IEEE Trans. Instrum. Meas., 2014)

Current variation in a rotor bar during transients due to a hot spot. - Vicente Climente-Alarcon; Sabin Sathyan; Antero Arkkio; Jose A. Antonino-Daviu (IECON, 2015)

Automation of the startup transient analysis of induction motors using a predictive stage. - Vicente Climente-Alarcon; Antero Arkkio; Jose A. Antonino-Daviu (INDIN, 2015)

A multi-label classification approach for the detection of broken bars and mixed eccentricity faults using the start-up transient. - George K. Georgoulas; Vicente Climente-Alarcon; Jose A. Antonino-Daviu; Chrysostomos D. Stylios; Antero Arkkio; George Nikolakopoulos (INDIN, 2016)

The Use of a Multilabel Classification Framework for the Detection of Broken Bars and Mixed Eccentricity Faults Based on the Start-Up Transient. - George K. Georgoulas; Vicente Climente-Alarcon; Jose A. Antonino-Daviu; Ioannis P. Tsoumas; Chrysostomos D. Stylios; Antero Arkkio; George Nikolakopoulos (IEEE Trans. Ind. Informatics, 2017)

Thermographic Measurement and Simulation of Power Losses Due to Interlaminar Contacts in Electrical Sheets. - Sahas Bikram Shah; Osaruyi Osemwinyen; Paavo Rasilo; Anouar Belahcen; Antero Arkkio (IEEE Trans. Instrum. Meas., 2018)

Effect of Different Cutting Techniques on Magnetic Properties of Grain Oriented Steel Sheets and Axial Flux Machines. - Ravi Sundaria; Ahmed Hemeida; Antero Arkkio; Andries Daem; Peter Sergeant; Anouar Belahcen (IECON, 2019)

A Simple and Efficient Quasi-3D Magnetic Equivalent Circuit for Surface Axial Flux Permanent Magnet Synchronous Machines. - Ahmed Hemeida; Antti Lehikoinen; Paavo Rasilo; Hendrik Vansompel; Anouar Belahcen; Antero Arkkio; Peter Sergeant (IEEE Trans. Ind. Electron., 2019)

Effect of Laser Cutting on Core Losses in Electrical Machines - Measurements and Modeling. - Ravi Sundaria; Devi Geetha Nair; Antti Lehikoinen; Antero Arkkio; Anouar Belahcen (IEEE Trans. Ind. Electron., 2020)