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建構半導體廠進料晶圓品質的有效管理系統及縮短高階/特殊製程晶圓規格的研發週期
Thesis

建構半導體廠進料晶圓品質的有效管理系統及縮短高階/特殊製程晶圓規格的研發週期

羅梅芳
Masters, 國立清華大學, 經營管理碩士在職專班
2016

Abstract

晶圓 晶圓允收規格 紫式決策分析架構 實驗設計 品質工程 資料挖礦 wafer、Certificate of Authenticity (COA) UNISON Decision Framework Design of Experiment (DOE) Quality Engineering Data Mining
Abstract Wafer, the substrate of integrated circuit (IC), decides the quality of final product performance from its intrinsic properties. Currently, most semiconductor manufacturing FABs use COA (Certificate of Authenticity) as accepted criteria to wafer suppliers. During the more complicated and advanced technology going, the raw wafers with same COA perform different results after hundreds of manufacturing and thermal process. The unpredictable failure reveals the deficiency of overall optimized certification for raw wafers. This study aims to employ UNISON decision framework to develop a raw wafer quality management system for reducing advanced/special process developing period on semiconductor manufacturing. For mature products, here demonstrates an optimized procedure for wafer CoA key parameters improvement. This can very help to accurate the right root cause and fix problems in a short time. Also, for specialty and advanced products, this study finds the most related wafer parameters from historic experience with DOE analysis and significantly reduces developing cycle and useless guess.

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