Approximates a function in a region between x0
and x1
such that
In this region, a continuation is constructed from the given points
(x0, y0)
, (x1, y1)
and the respective
derivatives. For this purpose, a single polynomial of third order or two
cubic polynomials with a linear section in between are used [Gasparo
and Morandi, 1991]. This algorithm was extended with two additional
conditions to avoid saddle points with zero/infinite derivative that lead to
integrator step size reduction to zero.
This function was developed for pressure loss correlations properly
addressing the static head on top of the established requirements
for monotonicity and smoothness. In this case, the present function
allows to implement the exact solution in the limit of
x1-x0 -> 0
or y1-y0 -> 0
.
Typical screenshots for two different configurations
are shown below. The first one illustrates five different settings of xi
and yid
:
The second graph shows the continuous derivative of this regularization function:
Literature
function regFun3 extends Modelica.Icons.Function; input Real x "Abscissa value"; input Real x0 "Lower abscissa value"; input Real x1 "Upper abscissa value"; input Real y0 "Ordinate value at lower abscissa value"; input Real y1 "Ordinate value at upper abscissa value"; input Real y0d "Derivative at lower abscissa value"; input Real y1d "Derivative at upper abscissa value"; output Real y "Ordinate value"; output Real c "Slope of linear section between two cubic polynomials or dummy linear section slope if single cubic is used"; end regFun3;
(x0,y0)
and (x1,y1)
on horizontal line, then return value c
was undefined. This was corrected. Furthermore, an additional term was included for the computation of y
in this case to assist automatic differentiation.