Quantitative Process- & Quality Management (WP)*
Niveau
Master
Learning outcomes of the courses/module
The participants:
• know the basics of descriptive and conclusive statistics
• know how to examine measurement setups for repeatability and reproducibility
• can calculate sample sizes
• can control the stability of process results using statistical control methods
• can evaluate the ability of processes to meet customer requirements
• knows methods to search for the causes of result deviations using test procedures
• knows the basic functions of the Minitab statistics software
• can use Minitab in process analysis
• know the basics of descriptive and conclusive statistics
• know how to examine measurement setups for repeatability and reproducibility
• can calculate sample sizes
• can control the stability of process results using statistical control methods
• can evaluate the ability of processes to meet customer requirements
• knows methods to search for the causes of result deviations using test procedures
• knows the basic functions of the Minitab statistics software
• can use Minitab in process analysis
Prerequisites for the course
None
Course content
• Basics of Descriptive Statistics
• Measurement System Analysis
• Sampling
• Statistical Process Control
• Process Control Charts
• Process Capability Analysis
• Components of Variants Analysis (COV)
• Repetition Basics of Concluding Statistics
• Failure Cause Determination via Hypothesis Testing (T-test, Chi-Sq, ANOVA) * Multiple Regression Analysis
• Measurement System Analysis
• Sampling
• Statistical Process Control
• Process Control Charts
• Process Capability Analysis
• Components of Variants Analysis (COV)
• Repetition Basics of Concluding Statistics
• Failure Cause Determination via Hypothesis Testing (T-test, Chi-Sq, ANOVA) * Multiple Regression Analysis
Recommended specialist literature
• Töpferer, A.; Six Sigma Konzeption und Erfolgsbeispiele für praktizierende Null-Fehler-Qualität; Berlin/Heidelberg/New York 2007; 4. Auflage
• George M.; Rowlands D.; Price M.; Maxey J.; The Lean Six Sigma Pocket Toolbook; New York; 2005
• Lunau St. (Hrsg.); Six Sigma + Lean Toolset; 5. Auflage; Heidelberg; 2014
• George M.; Rowlands D.; Price M.; Maxey J.; The Lean Six Sigma Pocket Toolbook; New York; 2005
• Lunau St. (Hrsg.); Six Sigma + Lean Toolset; 5. Auflage; Heidelberg; 2014
Assessment methods and criteria
Exam
Language
English
Number of ECTS credits awarded
4
Semester hours per week
Planned teaching and learning method
Lecture, group work, presentation and discussion of tasks
Semester/trimester in which the course/module is offered
3