The aim of this course is to provide a strong mathematical and conceptual foundation in the methods of statistical quality control,
with an emphasis on practical aspects of the interpretation and communication of statistically based conclusions in research.
Content includes: review of the key concepts of estimation, and construction of Normal-theory based control charts.
To produce the students, that has applicable knowledge about Statistical quality control, which they apply in different fields of practical life.
Contents
Concept of quality control, total control and total quality management(TQM). Statistical methods in quality Improvement. Statistical Process Control (SPC). Statistical Quality Control. Shewhart control charts: philosophy, construction, advantages. CUSUM and moving average control charts: Average Run Length (ARL); Fast Initial Response (FIR). ARL and FIR for X, R, and S-charts. Process capability analysis: Designed Experiments. Process improvements using design of experiments. Taguchy Method. Orthogonal fractional factorial designs. Acceptance sampling for attributes and variables. Acceptance sampling plans: single, double, and multiple sampling plans with their O.C. curves, Military Standard sampling plans. Introduction to ISO-9000 and ISO-14000 series
Readings:
Distribution of Marks:
Mid Exam: 30
Final exam: 50
Sessional (Assignment,Presentation,Participation,Attendance,Quizes) 20
Scheduled on:
BS VII (R) Tuesday (10:00-11:30) Friday (10:00-11:30)
BS VII (SS) Monday (12:30-2:00) Tuesay (2:00-3:30)
Week |
Topics and Readings |
Readings |
1. |
Concept of quality control, total control and total quality management (TQM) |
Montgomery and Qiu |
2. |
Statistical methods in quality Improvement |
Montgomery and Qiu |
3. |
Statistical Quality Control, Basis, foundation and rationale behind quality |
Montgomery and Qiu |
4. |
Shewhart control charts: philosophy, construction, advantages |
Montgomery and Qiu |
5. |
X, R, and S-charts with known and unknown parameters |
Montgomery and Qiu |
6. |
Construction and developments of X, R, and S-charts |
Montgomery and Qiu |
7. |
Power functions, of X, R, and S-charts |
Montgomery and Qiu |
8. |
Average Run Length (ARL); Fast Initial Response (FIR) |
Montgomery and Qiu |
9. |
Process capability analysis |
Montgomery and Qiu |
10. |
Attribute Control Charts, their developments |
Montgomery and Qiu |
11. |
Moving average control charts |
Montgomery and Qiu |
12. |
Design of Experiments |
Montgomery and Qiu |
13. |
Acceptance sampling Plans |
Montgomery and Qiu |
14. |
O.C functions and their properties |
Montgomery and Qiu |
15. |
ISO-9000 |
Montgomery and Qiu Online |
16. |
ISO-14000 |
Montgomery and Qiu Online |