5561 - 實驗設計 英授 Taught in English

Experimental Design

教育目標 Course Target

課程在提供:一、淺顯易懂的「田口方法」;二、完整性。定位為一般性的「工程設計及研發方法」課程。

The course provides: 1. The "Taguchi method" that is easy to understand; 2. Completeness. Positioned as a general course of "Engineering Design and R&D Methods".

課程概述 Course Description

The subject of experimental design is important due to its widespread use in many areas of scientific research. The topic of this course will include introduction of the principles of experimental designs and randomization, the process of design and corresponding analysis of variance. We shall introduce many important designs, such as completely randomized design, randomized block design, Latin type design, nested design, factorial design, incomplete design, split-plot design, cross over design, and response surface design. It is essential that students obtain a firm understanding of the philosophical basis and of the principles of experimental design as well as a broad knowledge of available designs together with their assumptions and application. The students also need to learn how to derive a liner model from a specific design. Based on linear model theory, they should be able to derive the statistical inferences of various designs.

The subject of experimental design is important due to its widespread use in many areas of scientific research. The topic of this course will include introduction of the principles of experimental designs and randomization, the process of design and corresponding analysis of variation. We shall introduce many important designs, such as completely randomized design, randomized block design, Latin type design, nested design, factorial design, incomplete design, split-plot design, cross over design, and response surface design. It is essential that students obtain a firm understanding of the philosophical basis and of the principles of experimental design as well as a broad knowledge of available designs together with their assumptions and application. The students also need to learn how to derive a liner model from a specific design. Based on linear model theory, they should be able to derive the statistical inferences of various designs.

參考書目 Reference Books

田口方法 品質設計的原理與實務,第四版,李輝煌著,高立圖書有限公司。

Taguchi Method Principles and Practices of Quality Design, Fourth Edition, written by Li Xuhuang, Gaoli Books Co., Ltd.

評分方式 Grading

評分項目
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配分比例
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說明
Description
課堂討論
Class discussion
70 各議題的意見發表
專題報告
Special Report
30 期末專題

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必修-0974
工工系4A 潘忠煜 四/2,3,4[E230] 0-3 詳細資訊 Details
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課程資訊 Course Information

基本資料 Basic Information

  • 課程代碼 Course Code: 5561
  • 學分 Credit: 0-3
  • 上課時間 Course Time:
    Friday/2,3,4[E230]
  • 授課教師 Teacher:
    潘忠煜
  • 修課班級 Class:
    工工碩1,2,3
  • 選課備註 Memo:
    501
選課狀態 Enrollment Status

目前選課人數 Current Enrollment: 34 人

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