課程大綱

課程資訊

課程名稱

實驗設計
Experiment Design

開課學期

100-2

授課對象

工學院機械工程學研究所

授課教師

李貫銘

課號

ME5135

課程識別碼

522 U1680

班次

學分

全/半年

半年

必/選修

選修

上課時間

星期四6,7,8(13:20~16:20)

上課地點

工綜B04

備註

總人數上限：40人

Ceiba 課程網頁

http://ceiba.ntu.edu.tw/1002DOE

課程簡介影片

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課程大綱

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課程概述

1. Introduction to Designed Experiments
2. Basic Statistical Methods
3. Experiments with a Single Factor: One Way ANOVA
4. Experiments with More Than One Factor
5. Full Factorial Experiments at Two Levels
6. Fractional Factorial Experiments at Two Levels
7. Fractional Factorial Experiments at Three Levels
8. Orthogonal Arrays
9. Random Effects Models

課程目標

To provide students basic understanding of the design and analysis of experiments

課程要求

Knowledge of basic statistical methods.

預期每週課後學習時數

Office Hours

指定閱讀

Design and Analysis of Experiments by Douglas C. Montgomery, 2009, John Wiley & Sons, Inc. (7th Edition)

參考書目

評量方式
(僅供參考)

No.	項目	百分比	說明
1.	Homework and Quizzes	40%
2.	Midterm	30%
3.	Term project	30%

課程進度

週次	日期	單元主題
第1週		Introduction to Designed Experiments
第2週		Basic Statistical Methods
第3週		Introduction to Regression Analysis
第4週		Experiments with a Single Factor: One Way ANOVA
第5週		Experiments with a Single Factor: One Way ANOVA
第6週		Experiments with a Single Factor: One Way ANOVA
第7週		Experiments with More Than One Factor
第8週		Experiments with More Than One Factor
第9週		Midterm
第10週		Full Factorial Experiments at Two Levels
第11週		Full Factorial Experiments at Two Levels
第12週		Fractional Factorial Experiments at Two Levels
第13週		Fractional Factorial Experiments at Two Levels
第14週		Fractional Factorial Experiments at Three Levels
第15週		Fractional Factorial Experiments at Three Levels
第16週		Orthogonal Arrays
第17週		Random Effects Models