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A short introduction
Hans van Veen
May 2013.
Sigma
&
Defects
relation
4.6 sigma means
● 4000 newborns accidently being
dropped after birth per year
● 2 highly problematic landings
each day on US airports
● 400 lost letters per hour at
US-Post
6 sigma means
● 10 newborns accidently being
dropped after birth per year
● 2 problematic landings each
year on US airports.
● 1 lost letter per hour at US-Post
● Watch off by 2 seconds in 31
years
Some other data
● Restaurant bills, doctors prescription
writing, and payroll processing – 2.9 σ
● Average company – 3.0 σ
● Airline baggage handling – 3.2 σ
● Best in class companies – 5.7 σ
● U.S. Navy aircraft accidents – 5.7 σ
● Airline industry fatality rate – 6.2 σ
Six Sigma can be used as:
● a metric
● a methodology
● a management
system
As a Metric
A tool to measure process variation.
As a Methodology
● Consistent use of DMAIC-Models.
● Team based problem solving.
● Mesurement based Process Analysis,
Improvement and Control.
As a Management System
● Six Sigma drives strategy execution.
● Leasdership, sponsorship and review.
● Metrics driven governance process.
● Engagement across the organization.
One of the metrics: 5S
Brainstorming
Statistical Process Control
Design of Experiments
Spot welding schedule set up with a 3³ design.
● 3 levels for electrode pressure
● 3 levels for current
● 3 levels for time
Optimal combination is
somewhere in the cube
and can be found easily
with dedicated software
(Minitab, SAS, SPSS,
Cornerstone, R-DoE.
Result
Trial & Error ==> DoE:
3 days ==> 4 hours.
Problem Solving
Sieve deck lifetime was 5 weeks.
● Ishikawa diagram (Fishbone)
● FMEA
●
Choise of best possible solution (Adhesive)
● Experimental sieve deck manufactured
● New deck followed and measured regularly
New lifetime ==> 8 months.
Yearly savings ==> 150 k€
Much more important ==> Process stabilisation
6 Sigma and Related Techniques
Warning
Thank you.
Questions ?

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Six Sigma Intro

  • 1. A short introduction Hans van Veen May 2013.
  • 3. 4.6 sigma means ● 4000 newborns accidently being dropped after birth per year ● 2 highly problematic landings each day on US airports ● 400 lost letters per hour at US-Post
  • 4. 6 sigma means ● 10 newborns accidently being dropped after birth per year ● 2 problematic landings each year on US airports. ● 1 lost letter per hour at US-Post ● Watch off by 2 seconds in 31 years
  • 5. Some other data ● Restaurant bills, doctors prescription writing, and payroll processing – 2.9 σ ● Average company – 3.0 σ ● Airline baggage handling – 3.2 σ ● Best in class companies – 5.7 σ ● U.S. Navy aircraft accidents – 5.7 σ ● Airline industry fatality rate – 6.2 σ
  • 6. Six Sigma can be used as: ● a metric ● a methodology ● a management system
  • 7. As a Metric A tool to measure process variation.
  • 8. As a Methodology ● Consistent use of DMAIC-Models. ● Team based problem solving. ● Mesurement based Process Analysis, Improvement and Control.
  • 9. As a Management System ● Six Sigma drives strategy execution. ● Leasdership, sponsorship and review. ● Metrics driven governance process. ● Engagement across the organization.
  • 10. One of the metrics: 5S
  • 13. Design of Experiments Spot welding schedule set up with a 3³ design. ● 3 levels for electrode pressure ● 3 levels for current ● 3 levels for time Optimal combination is somewhere in the cube and can be found easily with dedicated software (Minitab, SAS, SPSS, Cornerstone, R-DoE. Result Trial & Error ==> DoE: 3 days ==> 4 hours.
  • 14. Problem Solving Sieve deck lifetime was 5 weeks. ● Ishikawa diagram (Fishbone) ● FMEA ● Choise of best possible solution (Adhesive) ● Experimental sieve deck manufactured ● New deck followed and measured regularly New lifetime ==> 8 months. Yearly savings ==> 150 k€ Much more important ==> Process stabilisation
  • 15. 6 Sigma and Related Techniques