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STAT 554 | Course Introduction and Application Information
| Course Name |
Statistical Process Control
|
|
Code
|
Semester
|
Theory
(hour/week) |
Application/Lab
(hour/week) |
Local Credits
|
ECTS
|
|
STAT 554
|
Fall/Spring
|
3
|
0
|
3
|
7.5
|
| Prerequisites |
None
|
|||||
| Course Language |
English
|
|||||
| Course Type |
Elective
|
|||||
| Course Level |
Second Cycle
|
|||||
| Mode of Delivery | - | |||||
| Teaching Methods and Techniques of the Course | - | |||||
| National Occupation Classification | - | |||||
| Course Coordinator | - | |||||
| Course Lecturer(s) | ||||||
| Assistant(s) | - | |||||
| Course Objectives | This course aims to improve the knowledge of students about control on statıstical processes in production and service systems. |
| Learning Outcomes |
The students who succeeded in this course;
|
| Course Description | Basic topics of this course are: Basics of statistics, Quality control systems,methods of stochastics processes. |
|
|
Core Courses | |
| Major Area Courses | ||
| Supportive Courses | ||
| Media and Management Skills Courses | ||
| Transferable Skill Courses |
WEEKLY SUBJECTS AND RELATED PREPARATION STUDIES
| Week | Subjects | Related Preparation | Learning Outcome |
| 1 | Statistical methods and definition of control | “Introduction to Statistical Quality Control” by D. C. Montgomery, Wiley, 4th edition 2000. ISBN-13: 978-0471316480 | |
| 2 | Quality of modelling process | “Introduction to Statistical Quality Control” by D. C. Montgomery, Wiley, 4th edition 2000. ISBN-13: 978-0471316480 | |
| 3 | Inference for process quality | “Introduction to Statistical Quality Control” by D. C. Montgomery, Wiley, 4th edition 2000. ISBN-13: 978-0471316480 | |
| 4 | Statistical process control and methods for analysis | “Introduction to Statistical Quality Control” by D. C. Montgomery, Wiley, 4th edition 2000. ISBN-13: 978-0471316480 | |
| 5 | Control charts for process variables | “Introduction to Statistical Quality Control” by D. C. Montgomery, Wiley, 4th edition 2000. ISBN-13: 978-0471316480 | |
| 6 | Control charts for process identifications | “Introduction to Statistical Quality Control” by D. C. Montgomery, Wiley, 4th edition 2000. ISBN-13: 978-0471316480 | |
| 7 | Process and Measurement analysis | “Introduction to Statistical Quality Control” by D. C. Montgomery, Wiley, 4th edition 2000. ISBN-13: 978-0471316480 | |
| 8 | Cumulative sum and exponentially weighted moving average control charts | “Introduction to Statistical Quality Control” by D. C. Montgomery, Wiley, 4th edition 2000. ISBN-13: 978-0471316480 | |
| 9 | Univariate statistical process monitoring and control techniques | “Introduction to Statistical Quality Control” by D. C. Montgomery, Wiley, 4th edition 2000. ISBN-13: 978-0471316480 | |
| 10 | Multivariate process monitoring and control | “Introduction to Statistical Quality Control” by D. C. Montgomery, Wiley, 4th edition 2000. ISBN-13: 978-0471316480 | |
| 11 | Engineering process control and SPC | “Introduction to Statistical Quality Control” by D. C. Montgomery, Wiley, 4th edition 2000. ISBN-13: 978-0471316480 | |
| 12 | Factorial and fractional factorial experiments for process design and improvement | “Introduction to Statistical Quality Control” by D. C. Montgomery, Wiley, 4th edition 2000. ISBN-13: 978-0471316480 | |
| 13 | Process optimization with designed experiments | “Introduction to Statistical Quality Control” by D. C. Montgomery, Wiley, 4th edition 2000. ISBN-13: 978-0471316480 | |
| 14 | Acceptance sampling | “Introduction to Statistical Quality Control” by D. C. Montgomery, Wiley, 4th edition 2000. ISBN-13: 978-0471316480 | |
| 15 | Semester review | ||
| 16 | Final exam |
| Course Notes/Textbooks | “Introduction to Statistical Quality Control” by D. C. Montgomery, Wiley, 4th edition 2000. ISBN-13: 978-0471316480 |
| Suggested Readings/Materials | “Statistical Decision Theory and Bayesian Analysis” by James O. Berger, Springer.2nd edition,1985. ISBN-13: 978-0387960982 “Applied Statistical Decision Theory” by H. Raiffa and R. Schlaifer. Wiley-Interscience; 1st edition,2000. ISBN-13: 978-0471383499 “Statistical Inference” by George Casella and Roger L. Berger. Cengage Learning; 2nd edition,2001. ISBN-13: 978-0534243128 |
EVALUATION SYSTEM
| Semester Activities | Number | Weigthing |
| Participation | ||
| Laboratory / Application | ||
| Field Work | ||
| Quizzes / Studio Critiques | ||
| Portfolio | ||
| Homework / Assignments | ||
| Presentation / Jury | ||
| Project |
1
|
20
|
| Seminar / Workshop | ||
| Oral Exams | ||
| Midterm |
1
|
30
|
| Final Exam |
1
|
50
|
| Total |
| Weighting of Semester Activities on the Final Grade |
50
|
|
| Weighting of End-of-Semester Activities on the Final Grade |
50
|
|
| Total |
ECTS / WORKLOAD TABLE
| Semester Activities | Number | Duration (Hours) | Workload |
|---|---|---|---|
| Theoretical Course Hours (Including exam week: 16 x total hours) |
16
|
3
|
48
|
| Laboratory / Application Hours (Including exam week: '.16.' x total hours) |
16
|
0
|
|
| Study Hours Out of Class |
14
|
6
|
84
|
| Field Work |
0
|
||
| Quizzes / Studio Critiques |
0
|
||
| Portfolio |
0
|
||
| Homework / Assignments |
0
|
||
| Presentation / Jury |
0
|
||
| Project |
1
|
20
|
20
|
| Seminar / Workshop |
0
|
||
| Oral Exam |
0
|
||
| Midterms |
1
|
33
|
33
|
| Final Exam |
1
|
40
|
40
|
| Total |
225
|
COURSE LEARNING OUTCOMES AND PROGRAM QUALIFICATIONS RELATIONSHIP
|
#
|
PC Sub | Program Competencies/Outcomes |
* Contribution Level
|
||||
|
1
|
2
|
3
|
4
|
5
|
|||
| 1 |
To have an appropriate knowledge of methodological and practical elements of the basic sciences and to be able to apply this knowledge in order to describe engineering-related problems in the context of industrial systems. |
-
|
-
|
-
|
-
|
-
|
|
| 2 |
To be able to identify, formulate and solve Industrial Engineering-related problems by using state-of-the-art methods, techniques and equipment. |
-
|
-
|
-
|
-
|
-
|
|
| 3 |
To be able to use techniques and tools for analyzing and designing industrial systems with a commitment to quality. |
-
|
-
|
-
|
-
|
-
|
|
| 4 |
To be able to conduct basic research and write and publish articles in related conferences and journals. |
-
|
-
|
-
|
-
|
-
|
|
| 5 |
To be able to carry out tests to measure the performance of industrial systems, analyze and interpret the subsequent results. |
-
|
-
|
-
|
-
|
-
|
|
| 6 |
To be able to manage decision-making processes in industrial systems. |
-
|
-
|
-
|
-
|
-
|
|
| 7 |
To have an aptitude for life-long learning; to be aware of new and upcoming applications in the field and to be able to learn them whenever necessary. |
-
|
-
|
-
|
-
|
-
|
|
| 8 |
To have the scientific and ethical values within the society in the collection, interpretation, dissemination, containment and use of the necessary technologies related to Industrial Engineering. |
-
|
-
|
-
|
-
|
-
|
|
| 9 |
To be able to design and implement studies based on theory, experiments and modeling; to be able to analyze and resolve the complex problems that arise in this process; to be able to prepare an original thesis that comply with Industrial Engineering criteria. |
-
|
-
|
-
|
-
|
-
|
|
| 10 |
To be able to follow information about Industrial Engineering in a foreign language; to be able to present the process and the results of his/her studies in national and international venues systematically, clearly and in written or oral form. |
-
|
-
|
-
|
-
|
-
|
|
*1 Lowest, 2 Low, 3 Average, 4 High, 5 Highest
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