- •Measurement Accuracy
- •Uncertainty (Accuracy)
- •Measurement Uncertainty Model
- •Classifying Error and Uncertainty Sources
- •Random
- •Systematic
- •Symmetrical Systematic Uncertainties
- •Calculation of Total Uncertainty
- •Engineering System Total Uncertainty
- •High Degrees of Freedom Approximation
- •Calculation Example
- •Summary
- •References
Note that SX,R– is in units of the test or measurement result because of the use of the sensitivities, θi . Here, the elemental random uncertainties have been root-sum-squared with due consideration for their sensitivities, or influence coefficients. Since these are all random uncertainties, there is, by definition, no correlation in their corresponding error data so these can always be treated as independent uncertainty sources.
Systematic
The systematic uncertainty of the result, BR, is the root-sum-square of the elemental systematic uncertainties with due consideration for those that are correlated [7]. The general equation is
ì B NT |
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BR = íååêê(qi Bi,T ) |
+ åqiq j B(i,T ),( j,T )(1 |
- di, j )úúý |
(4.17) |
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= the ith parameter elemental systematic uncertainty of Type T = the systematic uncertainty of the measurement or test result = the total number of systematic uncertainties
= the sensitivity of the test or measurement result to the ith systematic uncertainty = the sensitivity of the test or measurement result to the jth systematic uncertainty
B(i,T),(j,T) = the covariance of Bi on Bj
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i=1
=the sum of the products of the elemental systematic uncertainties that arise from a common source (l)
l = an index or counter for common uncertainty sources
δi,j = the Kronecker delta. δi,j = 1 if i = j, and δi,j = 0 if not [7] T = an index or counter for the ISO uncertainty type, A or B
Here, each Bi,T and Bj,T are estimated as 2SX for an assumed normal distribution of errors at 95% confidence with infinite degrees of freedom [6].
The random uncertainty, Equation 4.16, and the systematic uncertainty, Equation 4.17, must be combined to obtain a total uncertainty:
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Note that BR is in units of the test or measurement result as was SX,R– i .
The degrees of freedom will be needed for the engineering system total uncertainty. It is accomplished with the Welch–Satterthwaite approximation, the general form of which is Equation 4.10, and the specific
formulation here is |
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© 1999 by CRC Press LLC