NCHU Course Outline
Course Name (中) 統計品質管制(6064)
(Eng.) Statistical Quality Control
Offering Dept Graduate Institute of Statistics
Course Type Elective Credits 3 Teacher CHANG-YUN LIN
Department Graduate Institute of Statistics/Graduate Language English Semester 2026-FALL
Course Description 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。
Prerequisites
self-directed learning in the course Y
Relevance of Course Objectives and Core Learning Outcomes(%) Teaching and Assessment Methods for Course Objectives
Course Objectives Competency Indicators Ratio(%) Teaching Methods Assessment Methods
The purpose of the course is to provide students an introduction to quality control (QC) methods. The course includes 6-sigma process, control charts, process capacity analysis, process monitoring and control, Process design and improvement, process optimization, acceptance sampling.
Lecturing
Other
Discussion
Exercises
Other
Internship
Quiz
Assignment
Oral Presentation
Attendance
Course Content and Homework/Schedule/Tests Schedule
Week Course Content
Week 1 本進度將因國定假日及學生程度而有所調整。
Quality improvement in the modern business environment
Week 2 The DMAIC process
Week 3 Modeling process quality
Week 4 Inferences about process quality
Week 5 Methods and philosophy of statistical process control
Week 6 Control charts for variables
Week 7 Control charts for attributes / Process and measurement system capability analysis
Week 8 Midterm exam
Week 9 自主學習
Week 10 Cumulative sum and exponentially weighted moving average control charts
Week 11 Other univariate statistical process monitoring and control techniques
Week 12 Multivariate process monitoring and control
Week 13 Engineering process control and SPC
Week 14 Process design and improvement
Week 15 Process optimization
Week 16 Acceptance sampling / Special Topics Final exam 自主學習
self-directed
learning

Evaluation
1.平時成績(平時考,出席率,課堂互動,作業等) :佔60% (補考x60%)
2.期中考(報告)成績:佔20%
3.期末考(報告)成績 :佔20%
Textbook & other References
Statistical Quality Control, 6th edition, Douglas C. Montgomery, Wiley (2012)
Teaching Aids & Teacher's Website
https://www.youtube.com/channel/UCSivAooQ-OTLATS1dTT3DZw
Office Hours
預約
Sustainable Development Goals, SDGs(Link URL)
include experience courses:N
Please respect the intellectual property rights and use the materials legally.Please respect gender equality.
Update Date, year/month/day:None Printed Date, year/month/day:2026 / 6 / 19
The second-hand book website:http://www.myub.com.tw/