Control Charts 1 Flashcards
In order to succeed, SPC requires
1 Leadership
2 Teamwork
3 Well educated employees at all levels
4 Emphasis on Variability reduction
5 Measuring success in quantitative terms
6 Effectively communicating all the successes thoughout the company
What indicates assignable (special) causes of variation?
A situation of instability
A process with only common causes of variation present is said to be:
in statistical control
A process in the presence of assignable causes of variation is said to be
out of control
What is the fundamental objective of control charts?
..to indentify assignable causes of variation marking the moments when they occur.
The expected variation due to common causes is graphically represented by the
control limits
What are the two steps in order to achieve a stable and more capable process?
1 Eliminate ACV (assignable causes..)
2 Reduce CCV
Calculation of Process Capability Ratio Cp
Cp = (USL-LSL)/6*Sigma
Interpretation of Cp>1 Cp=1 Cp<1 What is the ideal Cp?
low number of nonconforming items will be produced
Assuming a normal distribution, 0,27% nonconforming are being produced
large number of nonconforming items will be produced
in Practice, we opt for Cp of 1,3
What is the chosen significance level and why?
alpha = 0,27 (k=3) is chosen because an alpha=5% (as usual would lead to an excessive number of false alarms
What are the seven pattern types that indicate assignable causes?
1 One point beyond CL
2 4/5 points below the 1 sigma line
3 2/3 points above the 2sigma line
4 seven or more points going up or down
5 big oscillations: three consecutive points in +-2 sigma regions
6 proximity to the center line (within +- 1,5sigma)
7 Cyclic patterns (seasonality)