課程介紹
藉機械製造程序的變異分析,講述應用統計、實驗設計與最佳化等原理,以減少機械製造結果的變異。
教科書:
Montgomery, D.C., Introduction to Statistical Quality Control, 6th Ed. John Wiley & Sons, Inc., 2009, ISBN 978-0-470-16992-6.
May, G.S., Spanos, C.J., Fundamentals of Semiconductor Manufacturing and Process Control, John Wiley & Sons, Inc., 2006, ISBN 978-0-471-79027-3.
教學進度:
週次 日 期 章 節 內 容
1 106/02/20 1.1-1.2 Introduction
2 106/03/01 1.3 Process Modeling for Control
3 106/03/06 3.1 Sources of Variation
4 106/03/13 3.2 The Nature of Variation
5 106/03/20 5.2-5.5 Describing Variation: Probability and Random Variables
6 106/03/27 6.2-6.4 Shewhart Model of Manufacturing and Charting
7 106/04/03 Spring Break
8 106/04/10 7.2-7.4 Statistical Process Control: Charting and Capability
9 106/04/17 8.2-8.8 Statistical Process Control: Method and Capability
10 106/04/24 13.1-13.2 Introduction Empirical Process Modeling and Optimization
11 106/05/01 13.3 Designed Experiments
12 106/05/08 4.3 Model Building and Testing
13 106/05/15 Mid Term
14 106/05/22 4.4-4.5 Analysis of Variance and Model Testing
15 106/05/31 13.6 Optimization using Empirical Models
16 106/06/05 13.4-13.6 Fractional Factorial Models
17 106/06/12 14.1-14.3 Process Optimization with Designed Experiments
18 106/06/19 Final Exam
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