recordInterval1D

Interval uncertainty of lambda for table1D (epistemic uncertainty)

Extends from BaseUncertainty1D (Basic uncertainty definitions of 1D tables).

Information

An epistemic uncertainty of 1d table, i.e. the uncertainty due to lack of knowledge – e.g., on the side of model, analysis or experiment. The uncertainty is described only by vectors of the minimum and the maximum possible values of the uncertain table. See also BaseUncertainty1D uncertainty for general information.

The nominal, minimum and maximum vectors are all collected in table. To use this uncertainty in an optimization run that determines improved control parameters or during a Monte Carlo simulation to propagate uncertainties to output variables, the uncertain parameter lambda is introduced. It is aimed to enable convex scaling between lower limits (for lambda = -1), nominal values (lambda = 0) and upper limits (lambda = 1).

Parameters

TypeNameDefaultDescription
UncertaintyKind1Dkind (from BaseUncertainty1D)Kind of 1D uncertainty
SourceTypesource (from BaseUncertainty1D)SourceType.UnknownSource of uncertainty
Stringinfo (from BaseUncertainty1D)""Information about the source
Stringreference (from BaseUncertainty1D)""Reference of the source
Reallambda (from BaseUncertainty1D)0Convex scaling between -1 (= lower limits), 0 (= nominal) and 1 (= upper limits)
BooleanwithTolerancefalse= true, if uncertainty defined by tolerance
RealabsTol0.0Dummy
RealrelTol0.0Dummy
Real[:,4]tablezeros(1, 4)Table matrix (columns: 1 = input/grid; 2 = nominal values; 3 = lower limits; 4 = upper limits)