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A resistance factor is first calibrated using a single calibration case associated with a typical COV.
On one cluttered slide the words "significant" and "significantly" were used five times with a range of meanings from "detectable in a perhaps irrelevant calibration case study" to "an amount of damage so that everyone dies", noted Edward Tufte, a consultant to the investigators.
However, the model has proven to be highly sensitive to Reynolds number, geometrical shapes and turbulence parameters, therefore, necessitating for a fine calibration case by case.
In the calibration case chosen in this paper, it accounts only for about 4% overall (Fig. 8) – smaller than the expected error of the methodology to calculate operation emissions.
The findings from this effort were utilized in two calibration case studies to demonstrate the utility of this global sensitivity analysis to reduce the risk of over-parameterization, and to identify the vertical location of observations that were the most effective to use as RZWQM calibration targets when water flux estimates are a key focus.
This file contains detailed descriptions of all the calibration case studies, including the dynamic mathematical models.
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Monte Carlo Simulation serves to estimate parameter values and to assess uncertainty for three calibration cases.
In this study new calibration cases were introduced to the calibration procedure in order to achieve a better understanding of the variation of the resistance coefficients.
In addition, this high degree of accuracy was achieved with only few calibration cases.
For example, for the first data set, data from 51 of the 52 participants served as calibration cases - i.e. used to estimate the distribution P L i) and P Q j = 1|L i) - and the 52nd participant served as the test case.
In the specific case of the CFR engine, the main differences between the models were found to be due to the lack of the chemical kinetics in the SZ model and partially to the wall heat exchange model of Woschni which probably necessitates further calibrations case by case.
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