measurement systems analysis Flashcards
measurement system definition
is the collection of operations, procedures, measurement instruments, fixtures and other equipment, software, personnel, environmental conditions and assumptions used to assign a number to the characteristic being measures
what does it mean to evaluate a measurement system?
to evaluate a measurement system means to examine its variation as well as the factors affecting it
precise vs. not precise
- precise = close together (little variation)
- not precise = spread out (lots of variation)
bias (inaccurate) vs. unbiased (accurate)
- biased = average is off target
- unbiased = average is on target
the evaluation of measurement systems is done through…
through the stability, bias, linearity, repeatability, and reproducibility studies
uses of measurement systems evaluation
- to accept a new measurement equipment (ME)
- to compare two ME
- to assess a dubious gauge
- to evaluate a gauge before and after repair
repeatability definition
variation among repeated measurements performed by one operator to a single piece and with the same measurement equpiment
test elements of repeatability
one gauge, one operator, one piece measures several times
possible causes for low repeatability
measurement equipment - dirtiness, friction, not adjusted, worn out
reproducibility definition
variation among the average measurements performed by several operators using the same pieces and the same measurement instrument
test elements of reproducibility
one gauge, 2-3 operators, 10 pieces
Gauge R&R- definition and steps
- combination of the repeatability and reproducibility studeis
- calibrate the gauge
- select 2-3 operators to measure at least twice the same 10 units in random order
- select the units in a way that cover all the spec. range and that some are outside of it
- fill in the GR&R format or use software
if repeatability is poor compared to reproducibility, then possible causes are:
- gauge needs maintenance
- gauge should be redesigned to be more rigid
- improve the locations of the units
- there exists a large internal variation in the samples
if reproducibility is poor with respect to repeatability, possible causes are:
- operator needs training in the use of gauge
- scale readings not clear enough
- possibly a fixture is needed
ranges for % contribution
less than or equal to 1% means acceptable
greater than or equal to 10% means unacceptable
in between = marginally acceptable