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Interpolation.md

Interpolation ​

Usage ​

Interpolation(interpolator=dataset_interpolation(interpolation_type, dataset))

Parameters: ​

NameDescriptionUnitsDefault value
dataset–
interpolation_type–
interpolator–dataset_interpolation(interpolation_type, dataset)

Connectors ​

  • u - This connector represents a real signal as an input to a component (RealInput)

  • y - This connector represents a real signal as an output from a component (RealOutput)

Behavior ​

@example
using BlockComponents #hide
using BlockComponents: square #hide
using ModelingToolkit #hide
using DyadData #hide
using DataInterpolations #hide
dataset::DyadDataset = DyadDataset(hcat(0:0.1:1, square(0:0.1:1)), dependent_vars=["data"], independent_var="ts")
@named sys = Interpolation(interpolation_type=LinearInterpolation, dataset=dataset) #hide
full_equations(sys) #hide

Source ​

dyad
component Interpolation
  u = RealInput()
  y = RealOutput()
  structural parameter dataset::DyadDataset
  structural parameter interpolation_type::Real
  parameter interpolator::RealInterpolator = dataset_interpolation(interpolation_type, dataset)
relations
  y = interpolator(u)
end
Flattened Source
component Interpolation
  u = RealInput()
  y = RealOutput()
  structural parameter dataset::DyadDataset
  structural parameter interpolation_type::Real
  parameter interpolator::RealInterpolator = dataset_interpolation(interpolation_type, dataset)
relations
  y = interpolator(u)
metadata {}
end

Test Cases ​