Course syllabus SMMK1 - Statistical Methods for Quality Management I (ŠAVŠ - SS 2015/2016)

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Course title: Statistical Methods for Quality Management I
Semester:
SS 2015/2016
Course supervisor:
doc. Ing. Eva Jarošová, CSc.
Supervising department:
Department of Logistics, Quality and Automotive Technology (ŠAVŠ)
Prerequisites for registration: not Bachelor state examination
Time allowance:
full-time, 1/1 (hours of lectures per week / hours of seminars per week)
part-time, 0/8 (lectures per period / seminars per period)
Type of study: consulting
Form of teaching:
lecture, seminar
Mode of completion and credits:
Exam (3 credits)
Course objective:
The aim is to get students acquainted with basic statistical tools for quality control.
 
Course methods:
Lectures and seminars alternating once in a fortnight. A project on assigned data with the theme of statistical process control and process capability analysis. In the full-time form a midterm test in the last seminar, in the part-time form in the 2.block.
The schedule of current term's lectures and seminars see table in AIS.
 
Course content:
1.
Pareto analysis (allowance 2/2)
 
a.Classification and summarization of categorical variables.
b.
Considering importance of causes by means of scores
c.
Pareto principle

2.
Acceptance sampling (allowance 2/2)
 
a.Basis of acceptance sampling. Types of sampling.
b.
Attribute acceptance sampling. Plans based on AQL.
c.
System of acceptance plans.

3.
Statistical process control. (allowance 4/4)
 
a.
Basis of process control. Types of control.
b.Control by variables. Control chart for average and range. Chart for average and standard deviation. Chart for individuals.
c.
Control by attributes. Control chart for number of nonconforming. Chart for fraction nonconforming. Chart for number of nonconformities. Chart for average number of nonconformities per unit.

4.Process capability. (allowance 2/2)
 
a.
Inherent and permitted variation.
b.
Process capability index.
c.
Capability vs performance indices.

5.
Hypothesis testing. (allowance 4/4)
 
a.
Comparison of two groups of results. Hypothesis test for two means. Test for two variances. Test for two proportions.
b.Comparison of several groups of results. Analysis of variance.

 
Learning outcomes and competences:
After completing the course, student:
 
-
Will be able to explain the basis of statistical process control, choose a suitable type of the Shewhart chart for a given case, apply the chart and interpret the results
-
Will be able to express the quality level of a process by means of capability indices
-Will be able to choose and apply a single attribute acceptance sampling plan
-Will be able to identify the most important causes of problems through the Pareto chart

Teaching methods and workload (hours of workload):
Type of teaching method
Daily attendanceCombined form
Direct teaching
     Attendance of lectures
10 h
0 h
     Attendance of courses/seminars/tutorials10 h
8 h
     Consultations with teacher (part-time form of study)
0 h
5 h
Self-study
     Course reading and ongoing preparation
15 h
15 h
     Ongoing evaluation
15 h
18 h
     Composing of individual (seminar) work
14 h
16 h
     Preparation for final test
20 h
22 h
Total84 h
84 h
 
Assessment methods:
Requirement typeDaily attendance
Combined form
Term paper
30 %
30 %
Mid-term test(s)
20 %
20 %
Final test
50 %
50 %
Total100 %
100 %
 
Course completion:
Evaluation:
Course grade will be determined on the basis of the project (30%), a midterm test (20%) and a final test (50%).

Grades:
100-90 - excellent
89 -80 - very good
79 -70 - good
less then 70 - failed
 
Support for combined/distance forms of study:
Individul consultations on students request.
 
Reading list:
Basic:
JAROŠOVÁ, E. Statistické metody řízení jakosti pro kombinovanou formu studia. 1st ed. Mladá Boleslav: Škoda Auto a. s., 2011. ISBN 978-80-87042-37-3.

Recommended:
MONTGOMERY, D C. Statistical quality control.: A modern introduction. 6th ed. Hoboken: John Wiley and Sons, 2009. ISBN 978-0-470-23397-9.
ČSN ISO 8258.: Shewhartovy regulační diagramy. Praha,: 1993. 35 p.

Study plans:
-- item not defined --
 
Run in the period of: WS 2020/2021, WS 2019/2020, WS 2018/2019, WS 2017/2018, SS 2016/2017, WS 2016/2017 (and older)
Course tutor:
Teaching language:
Czech, English
Room: Mladá Boleslav


Last modification made by Ing. Zuzana Hejhalová on 02/03/2016.

Type of output: