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This alternative regression cost function shows the robust performance to the outliers by assigning a maximal error value to any scaled absolute residuals having larger than one.
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To avoid negative values for any of the species concentrations during integration, we decreased the time step until all negative values were within the maximal error threshold from zero and subsequently set the negative values to zero before the next time step was taken.
In these cases we can use numerical techniques that approximate the real solution with a maximal error up to a predefined user-specified value.
The maximal error of neglecting the spatial dispersion of wind speeds reached 10.96 MW, the average value was 4.46 MW, and the standard deviation of the errors was 2.41 MW.
The numerical model is able to predict the air outlet temperature, with an maximal error of 1.33% compared to experimental data for different inlet temperature and humidity values.
The estimation of maximal error is done with an over-optimistic optical depth and by a wrong formula that result in a 0.6% value in the legend.
The predicted results are in good agreement with the measurements with a maximal error of 12%.
This level returns a numeric error value.
The maximal error, which is the maximal distance, was less than 1 mm.
The maximal error acceptance was 1 ppm.
We thus focus our attention on large maximal error rates d.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com