Implementation of a failure model validation technique using a discrete-event batch simulator: Application to semiconductor manufacturing

摘要

This work emphasises proper techniques for data collection, failure model parameter estimation as well as equipment breakdown and scheduled maintenance modelling in a multipurpose batch plant. The proposed methodology is developed in the context of semiconductor manufacturing.