639-2005/01 – Basic Statistical Methods of Quality Management (ZSM)

Gurantor departmentDepartment of Quality ManagementCredits6
Subject guarantorprof. Ing. Darja Noskievičová, CSc.Subject version guarantorprof. Ing. Darja Noskievičová, CSc.
Study levelundergraduate or graduateRequirementCompulsory
Year3Semesterwinter
Study languageCzech
Year of introduction2014/2015Year of cancellation
Intended for the facultiesFMTIntended for study typesBachelor
Instruction secured by
LoginNameTuitorTeacher giving lectures
KLA077 Ing. Pavel Klaput, Ph.D.
NOS35 prof. Ing. Darja Noskievičová, CSc.
Extent of instruction for forms of study
Form of studyWay of compl.Extent
Full-time Credit and Examination 2+3
Combined Credit and Examination 6+6

Subject aims expressed by acquired skills and competences

Students will: - undestand statistical base of following methods; - know preconditions for their application; - be able to apply in practice following statistical and graphical methods and interpret obtained results for management and improvement of processes. Mentioned methods are: - Histogram - Pareto chart - Ishikawa diagram - Scatter plot - SPC methods - Flow chart - Check sheets _Acceptance sampling

Teaching methods

Lectures
Tutorials
Project work

Summary

Students obtain the theoretical information and practical experience with construction and results interpretation of basic statistical and graphic tools for quality management (histograms,control sheets, flow charts,Pareto charts, Ishikawa diagram, scatter plots, basic control charts).

Compulsory literature:

MONTGOMERY, D. C. Statistical quality control: A modern introduction. Hoboken: J. Wiley, 2013. ISBN 978-1118146811.

Recommended literature:

MITRA, A. Fundamentals of quality control and improvement. Hoboken: Wiley, 2016. ISBN: 978-1-118-70514-8.

Way of continuous check of knowledge in the course of semester

E-learning

•Integrovaný systém modulární počítačové podpory výuky ekonomicko-technického zaměření (http://lms.vsb.cz):Vzdělávací modul 4 – Zlepšování procesů s využitím statistické analýzy, submodul Analýza statistické stability procesu, submodul Postupy analýzy příčin variability, návrhy opatření ke zlepšení, vyhodnocení dosaženého zlepšení.NOSKIEVIČOVÁ, D. Základní statistické metody managementu jakosti. Studijní opory. Ostrava: VŠB-TU Ostrava, 2008. BRODECKÁ, K. a kol. Elektronická sbírka příkladů k předmětům zaměřeným na aplikovanou statistiku v rámci studijních plánů oboru Management jakosti. Studijní opory. Ostrava: VŠB-TU Ostrava, 2009.

Další požadavky na studenta

Elaboration of individual and group projects; running checking tests; final test.

Prerequisities

Subject has no prerequisities.

Co-requisities

Subject has no co-requisities.

Subject syllabus:

1. Meaning of statistical methods for quality management. Quality characteristics and random variables. 2. Fundamentals of mathematical statistics and theory of probability (repetition). 3. Analysis of the process variation. Common and assignable causes of the process variation. Explanation of the therms „Statistically stable process“, „Capable process“, their relationships. 4. Basic description and examples of application of SQC methods. 5. Check sheets. Flow charts (theory, interpretation, application). 6. Histograms (theory, interpretation, application). 7. Scatter plots (theory, interpretation, application). Basics of regression and correlation analysis. 8. Fishbone diagram. Brainstorming. 9. Pareto analysis. 10. Basics of statistical process control (SPC). Shewhart control charts. 11. Variables SPC. 12. Attributes SPC. 13. Basics of acceptance sampling. Sampling plans. Operating characteristics curve. 14. ISO standards for SPC and acceptance sampling.

Conditions for subject completion

Combined form (validity from: 2014/2015 Winter semester)
Task nameType of taskMax. number of points
(act. for subtasks)
Min. number of points
Exercises evaluation and Examination Credit and Examination 100 (100) 51
        Exercises evaluation Credit 40  20
        Examination Examination 60  31
Mandatory attendence parzicipation:

Show history

Occurrence in study plans

Academic yearProgrammeField of studySpec.FormStudy language Tut. centreYearWSType of duty
2019/2020 (B3922) Economics and Management of Industrial Systems (3902R062) Quality Management K Czech Ostrava 3 Compulsory study plan
2019/2020 (B3922) Economics and Management of Industrial Systems (3902R062) Quality Management P Czech Ostrava 3 Compulsory study plan
2018/2019 (B3922) Economics and Management of Industrial Systems (3902R062) Quality Management P Czech Ostrava 3 Compulsory study plan
2018/2019 (B3922) Economics and Management of Industrial Systems (3902R062) Quality Management K Czech Ostrava 3 Compulsory study plan
2017/2018 (B3922) Economics and Management of Industrial Systems (3902R062) Quality Management P Czech Ostrava 3 Compulsory study plan
2017/2018 (B3922) Economics and Management of Industrial Systems (3902R062) Quality Management K Czech Ostrava 3 Compulsory study plan
2016/2017 (B3922) Economics and Management of Industrial Systems (3902R062) Quality Management P Czech Ostrava 3 Compulsory study plan
2016/2017 (B3922) Economics and Management of Industrial Systems (3902R062) Quality Management K Czech Ostrava 3 Compulsory study plan
2015/2016 (B3922) Economics and Management of Industrial Systems (3902R062) Quality Management P Czech Ostrava 3 Compulsory study plan
2015/2016 (B3922) Economics and Management of Industrial Systems (3902R062) Quality Management K Czech Ostrava 3 Compulsory study plan
2014/2015 (B3922) Economics and Management of Industrial Systems (3902R062) Quality Management P Czech Ostrava 3 Compulsory study plan
2014/2015 (B3922) Economics and Management of Industrial Systems (3902R062) Quality Management K Czech Ostrava 3 Compulsory study plan

Occurrence in special blocks

Block nameAcademic yearForm of studyStudy language YearWSType of blockBlock owner