Endpoint detection using optical emission spectroscopy in TSV fabrication

Abstract

A hybrid partial least squares-support vector machine (PLS-SVM) model of optical emission spectroscopy data is proposed and successfully demonstrated to predict the endpoint detection of through silicon vias (TSVs) etched using the Bosch process. Accurate results are shown for TSVs with diameters of 80 μm and 25 μm.