| 課程與核心能力關聯配比(%) |
課程目標之教學方法與評量方法 |
| 課程目標 |
核心能力 |
配比(%) |
教學方法 |
評量方法 |
1. be able to classify the mechanical manufacturing processes
2. be able to describe the principles of the target manufacturing process
3. be able to explain the causality of process parameters and results
4. be able to explain the causes of variations in manufacturing results
5. be able to derive principles for minimizing manufacturing variation
6. be able to explain the statistical principles and inference methods for analysis of manufacturing variation
7. be able to explain the background principles of statistical process control, linear regression, and experimental design
|
| 1.運用數學、科學及機械工程知識之能力。 |
| 2.設計與執行實驗及分析數據之能力。 |
| 3.具有計畫管理、團隊合作並能設計、製作機械工程系統之能力。 |
| 4.具人文素養並能認識時事議題、瞭解科學與工程技術對環境永續、社會共好、及全球發展的影響。 |
| 5.培養學生自我學習之能力。 |
| 6.認知機械工程人員之專業倫理與社會責任。 |
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|
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| 授課內容(單元名稱與內容、習作/每週授課、考試進度-共16週加自主學習) |
| 週次 |
授課內容 |
| 第1週 |
Introduction & Project for Self-Directed Learning: Case Study Statistical Analysis in Manufacturing Mechanical Parts for Sustainable Development (Self-Directed Learning 6 Hours Extra Separately) |
| 第2週 |
Category of Mechanical Manufacturing Processes
|
| 第3週 |
Process Parameters in Mechanical Manufacturing |
| 第4週 |
Sources of Variation in Mechanical Manufacturing |
| 第5週 |
Nature of Variation: Equation of Variation |
| 第6週 |
Variation Description: Probability and Random Variables |
| 第7週 |
Descriptive Statistics and Central Limit Theorem |
| 第8週 |
Mid-Term |
| 第9週 |
Inference Statistics |
| 第10週 |
Shewhart Model of Manufacturing and Charting |
| 第11週 |
Statistical Process Control and Process Capability |
| 第12週 |
Empirical Process Modeling and Testing |
| 第13週 |
Analysis of Variance (ANOVA)
|
| 第14週 |
Linear Regression and ANOVA |
| 第15週 |
Designed Experiments: Full Factorial Models and ANOVA |
| 第16週 |
Final Exam
Project Report or Presentation for Self-Directed Learning 3 Hours happened during Weeks 1-16
Project Report or Presentation for Another Self-Directed Learning 3 Hours happened during Weeks 1-16 |
自主學習
內容 |
|
|
| 學習評量方式 |
| Homework, test, discussion, attendance, project, presentation |
| 教科書＆參考書目(書名、作者、書局、代理商、說明) |
Textbook: Montgomery, D.C., Introduction to Statistical Quality Control, 6th Ed. John Wiley & Sons, Inc., 2009, ISBN 978-0- 470-16992-6
other Reference: Handouts
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| 課程教材（教師個人網址請列在本校內之網址） |
the course materials using textbooks, PPTs, and board lectures
iLearning dashboard
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| 課程輔導時間 |
| Thursdays 8:10~9:00 and12:00~12:30 |
| 聯合國全球永續發展目標(連結網址) |
| 04.教育品質 05.性別平等 08.就業與經濟成長 09.工業、創新基礎建設 12.責任消費與生產 | 提供體驗課程：N |
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