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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