Class GainSchedIdentifier

Attempts to identify a gain-scheduled model, a model that uses multiple local linear models to approximate a nonlinearity. Should not be confused with gain-scheduling in terms of PID-control.

Inheritance

object

GainSchedIdentifier

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Namespace: TimeSeriesAnalysis.Dynamic

Assembly: TimeSeriesAnalysis.dll

Syntax

public static class GainSchedIdentifier

Methods

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Identify(UnitDataSet, GainSchedFittingSpecs)

Identify a gain scheduled model for the given dataset.

This method will also identify thresholds, but with limits on how many thresholds the method can find.

See also IdentifyForGivenThresholds for when the thresholds are given, this makes identification a much simpler and faster process.

Declaration

public static GainSchedModel Identify(UnitDataSet dataSet, GainSchedFittingSpecs gsFittingSpecs = null)

Parameters

Type	Name	Description
UnitDataSet	dataSet
GainSchedFittingSpecs	gsFittingSpecs

Returns

Type	Description
GainSchedModel

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IdentifyForGivenThresholds(UnitDataSet, GainSchedFittingSpecs, bool)

Identify a model when a given set of thresholds is already given in the supplied gsFittingSpecs

Declaration

public static GainSchedModel IdentifyForGivenThresholds(UnitDataSet dataSet, GainSchedFittingSpecs gsFittingSpecs, bool doTimeDelayEstimation = true)

Parameters

Type	Name	Description
UnitDataSet	dataSet	tuning data set. The resulting model output will be writtent to `dataSet.Y_sim`
GainSchedFittingSpecs	gsFittingSpecs	the object in which the thresholds to be used are given
bool	doTimeDelayEstimation	set to false to disable estimation of time delays, default is true

Returns

Type	Description
GainSchedModel