ENG I工一104 W5F3F4
This is a basic course in designing experiments and analyzing the resulting data. Students will learn how to plan, conduct and analyze experiments effectively and efficiently in this course. Several types of experiments that are frequently conducted in industrial settings will also be included.
Course keywords: DOE; Basic Statistical Methods; ANOVA; RSM; Factorial Designs; 一、課程說明(Course Description) The purpose of this course is to learn the basic techniques for the design and analysis of experiments, and to learn the application of these techniques in the general areas of product and process design, process improvement, and quality engineering. 二、指定用書(Text Books) Montgomery, D. C. (2013), Design and Analysis of Experiments, 8th edition (International Student Version), John Wiley & Sons, New York. 三、參考書籍(References) 1. Wu, C.F.J. and Hamada, M. (2009), Experiments: Planning, Analysis, and Parameter Design Optimization. 2nd edition. John Wiley & Sons. 2. Schmidt, S.R. and Launsby, R.G. (2005), Understanding Industrial Designed Experiments. 4th edition. Air Academy Press and Associates. 3. Dean, A. and Voss, D. (1999), Design and Analysis of Experiments. New York: Springer-Verlag. 四、教學方式(Teaching Method) Lecturing Statistical Software: Minitab (or JMP, Design-Expert) 五、教學進度(Syllabus) 1. Introduction to DOE 2. Basic Statistical Methods 3. Analysis of Variance (ANOVA) 4. Experiments with Blocking Factors 5. General Factorial Experiments 6. Two-level Factorial Designs (i.e. 2^k designs) 7. Blocking and Confounding Systems for Two-level Factorial Designs 8. Two-level Fractional Factorial Designs (i.e. 2^k-p designs) 9. Other Topics (such as Regression Modeling, Response Surface Methodology, Random Effects Models, Nested and Spilt-Plot Designs) 六、成績考核(Evaluation) 1. Midterm Exam (30%) 2. Final Exam (40%) 3. Others (30%) 七、可連結之網頁位址 Teaching materials and announcements for this course will be posted on the following two course systems: 1.Moodle system at http://moodle.nthu.edu.tw 2.iLMS system at http://lms.nthu.edu.tw
MON | TUE | WED | THU | FRI | |
08:00108:50 | |||||
09:00209:50 | |||||
10:10311:00 | |||||
11:10412:00 | |||||
12:10n13:00 | |||||
13:20514:10 | |||||
14:20615:10 | |||||
15:30716:20 | |||||
16:30817:20 | |||||
17:30918:20 | |||||
18:30a19:20 | |||||
19:30b20:20 | |||||
20:30c21:20 |
先修機率論/統計學,採人工加選方式,欲選課者請洽系辦。Prerequisite: Probability/Statistics. Please co
排除工工系大學部1年級2年級3年級
-
-
-