An Artificial Neural Network Based Algorithm For Real Time Dispatching Decisions

Abstract

In semiconductor manufacturing fabs, presence of queue time restricted zones within manufacturing routes present some unique challenges for fab dispatching and scheduling systems. In this study we discuss some of these challenges and present a cycle time prediction methodology based on backpropagation trained artificial neural network which can be used for making real time dispatching decisions at trigger steps of queue time restricted zones.