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Semiconductor Manufacturing >> Content Detail



Lecture Notes



Lecture Notes

LEC #TOPICS
1Overview of Semiconductor Manufacturing (PDF)
Statistical Process Control
2Statistics Review: Distributions (PDF)
3Statistics Review: Estimation (PDF)
4Hypothesis Tests and Control Chart Introduction (PDF)
5Control Charts
6Advanced Control Charts, Nested Variance (PDF)
Experimental Design
7Analysis and Design of Experiments (PDF)
8ANOVA, Variance Component Estimation
9MANOVA, Factorial Experiments (PDF)

Quiz #1
Yield and Yield Learning
10Design of Experiments and Response Surface Modeling (PDF)
11RSM and Regression (PDF) (PDF)
12Yield Management and Modeling
13Yield Modeling
Advanced Process Control
14Spatial Modeling
15Sensors and Signals (PDF)
16PCA and Time Series
17Run by Run Control (PDF)
18Real Time Control, Scheduling
Factory Operation and Design
19Scheduling (PDF)

Quiz #2
20Planning (PDF)
21Factory Design and Efficiency (PDF)

 








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