639-2005/02 – Basic Statistical Methods of Quality Management (ZSM)
| Gurantor department | Department of Quality Management | Credits | 6 |
| Subject guarantor | prof. Ing. Darja Noskievičová, CSc. | Subject version guarantor | prof. Ing. Darja Noskievičová, CSc. |
| Study level | undergraduate or graduate | Requirement | Compulsory |
| Year | 3 | Semester | winter |
| | Study language | Czech |
| Year of introduction | 2019/2020 | Year of cancellation | |
| Intended for the faculties | FMT | Intended for study types | Bachelor |
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:
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
Combined exam.
Elaboration of 3 individual and 1 team project.
Running checking tests and credit test.
80% attendance at seminars.
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.
Other requirements
There are no further requirements for students in this subject.
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
Occurrence in study plans
Occurrence in special blocks
Assessment of instruction