Nondestructive Acoustic Testing of Ceramic Capacitors Using One-Class Support Vector Machine With Automated Hyperparameter Selection

Nondestructive Acoustic Testing of Ceramic Capacitors Using One-Class Support Vector Machine With Automated Hyperparameter Selection

The energy transition and electrification across many industries place increasingly more weight on the reliability of power electronics. A significant fraction of breakdowns in electronic devices result from capacitor failures. Multilayer ceramic capacitors, the most common capacitor type, are espec...

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Bibliographic Details
Main Authors: Saku Levikari, Tommi J. Karkkainen, Caroline Andersson, Juha Tamminen, Mikko Nykyri, Pertti Silventoinen
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Ceramic capacitors
acoustic emission
nondestructive testing
support vector machines
Online Access:https://ieeexplore.ieee.org/document/9298760/

Internet

https://ieeexplore.ieee.org/document/9298760/

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