A Framework for Root Cause Detection of Sub-Batch Processing System for Semic…

Abstract Root cause detecting and rapid yield ramping for advanced technology nodes are crucial to maintain competitive advantages for semiconductor manufacturing. Since the data structure is increasingly complicated in a fully automated wafer fabrication facility, it is difficult to diagnose the whole production system for fault detection. A number of approaches have been proposed for fault d…