Process sigma can be defined using following four steps:
1. Measure opportunities,
2. Measure defects,
3. Calculate yield,
4. Look-up process sigma.
Formulae Used
DPMO=Total defectTotal Opportunities×1000000DPMO=Total defectTotal Opportunities×1000000
Defect(%)=Total defectTotal Opportunities×100Defect(%)=Total defectTotal Opportunities×100
Yield(%)=100−Defect(%)Yield(%)=100−Defect(%)
ProcessSigma=0.8406+29.37−−−−√−2.221×(log(DPMO))ProcessSigma=0.8406+29.37−2.221×(log(DPMO))
Where −
· OpportunitiesOpportunities = Lowest defect noticeable by customer.
· DPMODPMO = Defects per Million Opportunities.
Example
Problem Statement:
In equipment organization hard plate produced is 10000 and the defects is 5. Discover the process sigma.
Solution:
Given: Opportunities = 10000 and Defects = 5. Substitute the given qualities in the recipe,
STEP 1: COMPUTE DPMO
DPMO=Total defectTotal Opportunities×1000000=(10000/5)×1000000,=500DPMO=Total defectTotal Opportunities×1000000=(10000/5)×1000000,=500
STEP 2: COMPUTE DEFECT(%)
Defect(%)=Total defectTotal Opportunities×100=100005×100,=0.05Defect(%)=Total defectTotal Opportunities×100=100005×100,=0.05
STEP 3: COMPUTE YIELD(%)
Yield(%)=100−Defect(%)=100−0.05,=99.95Yield(%)=100−Defect(%)=100−0.05,=99.95
STEP 3: COMPUTE PROCESS SIGMA
ProcessSigma=0.8406+29.37−−−−√−2.221×(log(DPMO))=0.8406+29.37−−−−√−2.221×(log(DPMO)),=0.8406+(√29.37)−2.221∗(log(500)),=4.79