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工業工程與經營資訊學系
course information of 106 - 2 | 0972 Experimental Design(實驗設計)

Taught In English0972 - 實驗設計 Experimental Design


教育目標 Course Target

讓學習者了解品質設計,並熟悉並能選定適當的檢驗方法以確認設計模式是否適當。提供個案以增進學習者,對所討論之各項技術能運用在實際問題的解決能力。Let learners understand quality design, and be familiar with and can select appropriate inspection methods to confirm whether the design pattern is appropriate. Provide cases to improve learners, and the ability to use the technologies discussed can be used in actual problems.


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 IMPORTANT DOESPREAD Use in Many Areas of Scientific Research. CTION of the Principles of Experimental Designs and Randomization, The Process of Design and Corresponding Analysis of Variance. 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 " Pplication. 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 stature of various designs.


參考書目 Reference Books

實驗設計法-製程與產品最佳化,葉怡成 著,五南圖書出版公司

各項與廻歸分析及反應曲面之資料、論文與書籍。
Experimental design method-process and product optimization, Ye Yicheng, Wunan Book Publishing Company

Data, papers and books of various items and reactions and reactions.


評分方式 Grading

評分項目 Grading Method 配分比例 Grading percentage 說明 Description
期中考期中考
Secondary entrance examination
22
期末考期末考
Final exam
33
作業作業
Work
45

授課大綱 Course Plan

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相似課程 Related Course

必修-1749 Experimental Design / 實驗設計 (統計系2A,授課教師:沈葆聖,二/4,四/1,2,3[M116])
必修-1752 Experimental Design / 實驗設計 (統計系2B,授課教師:劉家頤,四/6,7,五/3,4[M101])
選修-6190 Experimental Design / 實驗設計 (統計碩1,2,授課教師:沈葆聖,五/1,2,3[M109])

Course Information

Description

學分 Credit:0-3
上課時間 Course Time:Thursday/6,7,8[E230]
授課教師 Teacher:潘忠煜
修課班級 Class:工工系4A
選課備註 Memo:外系選修須經授課教師同意
This Course is taught In English 授課大綱 Course Plan: Open

選課狀態 Attendance

There're now 44 person in the class.
目前選課人數為 44 人。

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