Acoustic Phenomena in Damaged Ceramic Capacitors. - Saku Levikari; Tommi Kärkkäinen; Caroline Andersson; Juha Tamminen; Pertti Silventoinen (IEEE Trans. Ind. Electron., 2018)

Nondestructive Acoustic Testing of Ceramic Capacitors Using One-Class Support Vector Machine With Automated Hyperparameter Selection. - Saku Levikari; Tommi J. Kärkkäinen; Caroline Andersson; Juha Tamminen; Mikko Nykyri; Pertti Silventoinen (IEEE Access, 2020)

MLCC Acoustic Data (2220 case size, processed). - Saku Levikari; Tommi J. Kärkkäinen; Caroline Andersson; Juha Tamminen; Mikko Nykyri; Pertti Silventoinen (IEEE DataPort, 2022)