Acoustic Detection of Cracks and Delamination in Multilayer Ceramic Capacitors

Abstract

Multilayer Ceramic Capacitors (MLCC) are the most widely used capacitor type in the electronics industry. However, the brittle ceramic dielectric makes MLCCs prone to mechanical damage. Manufacturing defects or damage during board assembly may cause a capacitor to prematurely fail during its operational life. Here, we demonstrate fast and nondestructive acoustic screening of MLCCs. Soldered 2220-sized MLCCs were subjected to AC voltage frequency sweeps, causing them to vibrate mechanically. Acoustic responses of the capacitors were measured before and after subjecting the test circuit board to severe bending. The results show that cracks and delaminations caused by bending induce characteristic changes in the capacitors' acoustic response. A Support Vector Machine classifier was trained to successfully detect damaged capacitors based on their acoustic response.