Modelling and control of plasma etching processes in the semiconductor industry

Abstract

Despite its widespread use, plasma etching remains a poorly understood operation. Using chromatic monitor to measure key plasma parameters, the etch process was characterised using response surface methodology. In order to develop control-oriented models, open-loop dynamic testing was carried out. Dynamic models of a RIE system were developed using both standard system identification algorithms and neural network techniques.