當期課號 |
7624 |
Course Number |
7624 |
授課教師 |
洪弘祈 |
Instructor |
HORNG,HORNG CHYI |
中文課名 |
實驗設計 |
Course Name |
Design of Experiment |
開課單位 |
工業工程與管理系碩士在職專班二A |
Department |
|
修習別 |
選修 |
Required/Elective |
Elective |
學分數 |
3 |
Credits |
3 |
課程目標 |
使學生具備下述之能力。
a. 了解變異數分析之理論;
b. 設計並執行實驗;
c. 選擇適當之實驗設計來解決特定問題;
d. 分析實驗結果之統計資料;
e. 萃取影響反應變數之重要因子;
f. 有效溝通並呈現實驗設計分析結果。 |
Objectives |
Students will be able to:
a. Understand the theory of ANOVA.
b. Design and conduct an experiment.
c. Select adequate experimental designs for a given real-world problem.
d. Perform statistical analysis on experiment results.
e. Identify important factors for response variables.
f. Communicate the results of DOE analysis both orally and in writing. |
教材 |
Design and Analysis of Experiments(5th Ed), D. C. Montgomery, (John Wiley & Sons), 2001. 歐亞書局代理。 |
Teaching Materials |
|
成績評量方式 |
作業 15% 考試 50% 專題報告 35% (簡報 10%, 報告 25%) |
Grading |
Homework 15% Exam 50% Project 35% (oral 10%, report 25%) |
教師網頁 |
|
教學內容 |
此課程探討變異數分析與實驗設計之理論及應用,內容包括隨機化、完全/不完全區隔設計、二/三水準實驗設計、混合設計、以及田口式實驗設計。課程重點在於各種實驗設計之效率與可取得資訊之比較。透過一系列的案例演練來增進實驗設計分析的技巧,並以專題報告的方式來提昇學生的溝通及寫作能力。 |
Syllabus |
The course presents the principles and practice of ANOVA and Design of Experiments, including randomization, complete and incomplete block design, two/three level factorial design, mixture design, and Taguchi’s method. The focus of the course is on the comparisons of different experimental designs based on the efficiency and the information gathered/missed. A series of design exercises provides a key bridge between the DOE theory and the application of software to an open-ended DOE problem. Communication skills are developed with both written and oral presentation. |