639-0919/02 – Special Statistical Methods (SSM)

Gurantor departmentDepartment of Quality ManagementCredits10
Subject guarantorprof. Ing. Darja Noskievičová, CSc.Subject version guarantorprof. Ing. Darja Noskievičová, CSc.
Study levelpostgraduate
Study languageCzech
Year of introduction2010/2011Year of cancellation
Intended for the facultiesHGF, FMTIntended for study typesDoctoral
Instruction secured by
LoginNameTuitorTeacher giving lectures
NOS35 prof. Ing. Darja Noskievičová, CSc.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Examination 2+0
Combined Examination 28+0

Subject aims expressed by acquired skills and competences

active handling the topics in annotation; elaborating the selected topic in writting form.

Teaching methods

Project work

Summary

Process variation and statistical methods. Complex analysis of statistical preconditions for data. Theoretical basis of statistical process control (SPC). Shewhart control charts. Preconditions for effective application of classical variable Shewhart control charts. Control charts for nonnormally distributed data. Control charts for autocorrelative data. Control charts for nonconstant mean and standard deviation. Multivariate control charts. Short run control charts. SPC for automated processes. EPC (Engineering process control) and SPC. Economic models and SPC.

Compulsory literature:

[1] Montgomery, D.C.: Introduction to Statistical Quality Control, 5th Edition. Milwaukee: ASQ, 2004. ISBN 0471656313

Recommended literature:

[1] Pyzdek, T.: Quality Engineering Handbook, 2nd Edition. Milwaukee: ASQ, 2003. ISBN 0824746147 [2] Pyzdek, T.: The Six Sigma Handbook, Second Edition. Milwaukee:ASQ, 2003. ISBN 0071410155 [3] Bothe, D.R.: Measuring Process Capability: Techniques and Calculations for Quality and Manufacturing Engineers. Milwaukee: ASQ, 2001. ISBN 0-07-006652-3

Way of continuous check of knowledge in the course of semester

E-learning

Další požadavky na studenta

Elaboration of seminar work on selected topics (cca 15 - 20 pages) and its defence in the frame of the exam.

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1. Theoretical basis of SPC (SPC as testing statistical hypothesis, false signal, missingsignal, ARL). Basic models of the proces variability (see VDA 4.1). 2. Preconditions of classical Shewhart control charts+ methods for verification of these preconditions (testing statistical hypothesis, graphs). 3. Setting the sample size and control frequency, their influence on the performance of the control chart. Formation of the rational subgroup. 4. Control charts for nonnormal data. 5. Acceptance and modified control charts. 6. EWMA, CUSUM charts. 7. SPC for autocorrelated data. 8. Multivariable SPC. 9. Short Run contorl charts.. 10. SPC a EPC (Engineering Process Control). 11. Theoretical basis of aceptance sampling (AS). (AS as testing statistical hypothesis, consumer and producer risks). 12. Construction of operatonal charactersitics for AS plans. 13. Systems of sampling plans.

Conditions for subject completion

Full-time form (validity from: 2013/2014 Winter semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Examination Examination  
Mandatory attendence parzicipation:

Show history
Combined form (validity from: 2013/2014 Winter semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Examination Examination  
Mandatory attendence parzicipation:

Show history

Occurrence in study plans

Academic yearProgrammeField of studySpec.FormStudy language Tut. centreYearWSType of duty
2019/2020 (P3925) Management of Industrial Systems K Czech Ostrava Choice-compulsory study plan
2019/2020 (P3925) Management of Industrial Systems P Czech Ostrava Choice-compulsory study plan
2018/2019 (P3925) Management of Industrial Systems K Czech Ostrava Choice-compulsory study plan
2018/2019 (P3925) Management of Industrial Systems P Czech Ostrava Choice-compulsory study plan
2017/2018 (P3925) Management of Industrial Systems P Czech Ostrava Choice-compulsory study plan
2017/2018 (P3925) Management of Industrial Systems K Czech Ostrava Choice-compulsory study plan
2016/2017 (P3925) Management of Industrial Systems P Czech Ostrava Choice-compulsory study plan
2016/2017 (P3925) Management of Industrial Systems P Czech Ostrava Choice-compulsory study plan
2016/2017 (P3925) Management of Industrial Systems K Czech Ostrava Choice-compulsory study plan
2015/2016 (P3925) Management of Industrial Systems K Czech Ostrava Choice-compulsory study plan
2015/2016 (P3925) Management of Industrial Systems P Czech Ostrava Choice-compulsory study plan
2015/2016 (P3925) Management of Industrial Systems P Czech Ostrava Choice-compulsory study plan
2015/2016 (P3925) Management of Industrial Systems K Czech Ostrava Choice-compulsory study plan
2014/2015 (P3925) Management of Industrial Systems P Czech Ostrava Choice-compulsory study plan
2014/2015 (P3925) Management of Industrial Systems K Czech Ostrava Choice-compulsory study plan
2014/2015 (P3925) Management of Industrial Systems P Czech Ostrava Choice-compulsory study plan
2014/2015 (P3925) Management of Industrial Systems K Czech Ostrava Choice-compulsory study plan
2013/2014 (P3925) Management of Industrial Systems P Czech Ostrava Choice-compulsory study plan
2013/2014 (P3925) Management of Industrial Systems K Czech Ostrava Choice-compulsory study plan
2013/2014 (P3925) Management of Industrial Systems P Czech Ostrava Choice-compulsory study plan
2013/2014 (P3925) Management of Industrial Systems K Czech Ostrava Choice-compulsory study plan
2012/2013 (P3925) Management of Industrial Systems P Czech Ostrava Choice-compulsory study plan
2012/2013 (P3925) Management of Industrial Systems K Czech Ostrava Choice-compulsory study plan
2012/2013 (P3925) Management of Industrial Systems P Czech Ostrava Choice-compulsory study plan
2012/2013 (P3925) Management of Industrial Systems K Czech Ostrava Choice-compulsory study plan
2011/2012 (P3925) Management of Industrial Systems P Czech Ostrava Choice-compulsory study plan
2011/2012 (P3925) Management of Industrial Systems K Czech Ostrava Choice-compulsory study plan
2011/2012 (P3925) Management of Industrial Systems P Czech Ostrava Choice-compulsory study plan
2011/2012 (P3925) Management of Industrial Systems K Czech Ostrava Choice-compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner