| Relevance of Course Objectives and Core Learning Outcomes(%) |
Teaching and Assessment Methods for Course Objectives |
| Course Objectives |
Competency Indicators |
Ratio(%) |
Teaching Methods |
Assessment Methods |
介紹品質管制之統計方法。內容包含六標準差簡介，各類型管制圖，製程能力量測與分析，製程監控與管制，製程改善之統計方法，最佳化設計及抽樣檢驗方法。
|
| 1.Mathematical Thinking and Logic |
| 2.Artificial Intelligence Theory and Application Expertise |
| 3.Expertise in Big Data Theory and Applications |
| 8.Literature Review |
|
|
| Lecturing |
| Other |
| Discussion |
| Exercises |
|
| Other |
| Internship |
| Quiz |
| Assignment |
| Oral Presentation |
| Attendance |
|
| Course Content and Homework/Schedule/Tests Schedule |
| Week |
Course Content |
| Week 1 |
現代品質管理與改善 |
| Week 2 |
DMAIC問題解決流程 |
| Week 3 |
統計模型或品質管制與改善 (EMI英語教學) |
| Week 4 |
品質管制與改善的統計推論 (EMI英語教學) |
| Week 5 |
統計製程管制如何運作 (EMI英語教學) |
| Week 6 |
計量值管制圖 (EMI英語教學) |
| Week 7 |
計數值管制圖 (EMI英語教學) |
| Week 8 |
決定製程與量測系統的能力 |
| Week 9 |
期中考或報告 |
| Week 10 |
時間加權管制圖 |
| Week 11 |
進階管制圖的技術 |
| Week 12 |
多變量統計製程管制 |
| Week 13 |
製程調整與製程監督 |
| Week 14 |
製程改善的基本實驗設計 |
| Week 15 |
製程最佳化 |
| Week 16 |
基本允收抽樣程序
額外的抽樣程序
期末考或報告 |
self-directed
learning |
|
|
| Evaluation |
Midterm exam 20%, Final exam 20%, Homework and others 60%
|
| Textbook & other References |
Statistical Quality Control, 6th edition, Douglas C. Montgomery, Wiley (2012)
|
| Teaching Aids & Teacher's Website |
|
| Office Hours |
| 預約 |
| Sustainable Development Goals, SDGs(Link URL) |
| include experience courses：N |
|