functiontimeResponse
Calculate the time response of a discrete transfer function
Extends from Modelica_LinearSystems2.Internal.timeResponseMask_tf_discrete (Declares the common structure for the set of discrete response functions).
Information
Syntax
(y, t, x) = DiscreteTransferFunction.Analysis.timeResponse(dtf, tSpan, responseType, x0)
Description
First, the discrete transfer function representation is transformed into a discrete state space representation which is given to DiscreteStateSpace.Analysis.timeResponse and the time response of the state space system is calculated. The type of the time response is defined by the input responseType, i.e.
Impulse "Impulse response", Step "Step response", Ramp "Ramp response", Initial "Initial condition response"
The outputs y and x are calculated from the system equations of the discrete state space system for each time step t=k*dt.
Example
DiscreteTransferFunction z = Modelica_LinearSystems2.DiscreteTransferFunction.z();
Modelica_LinearSystems2.DiscreteTransferFunction dtf=(0.0023753*z^2 + 0.00475059*z + 0.0023753)/(z^2 - 1.89549*z + 0.904988);
Real tSpan= 0.4;
Modelica_LinearSystems2.Types.TimeResponse response=Modelica_LinearSystems2.Types.TimeResponse.Step;
Real x0[1]={0,0};
Real y[5,1,1];
Real t[5];
Real x[5,1,1]
algorithm
dtf.Ts:=0.1;
(y,t,x):=Modelica_LinearSystems2.DiscreteTransferFunction.Analysis.timeResponse(dtf,tSpan,response,x0);
// y[:,1,1] = {0.00237529691211404, 0.0116282350020595, 0.0293927396867651, 0.0546913271597482, 0.0865678034508828}
// t = {0, 0.1, 0.2, 0.3, 0.4}
// x[:,1,1] = {0.0, 0.0, 1.0, 2.89548693586698, 5.58336953639396}
Inputs
| Type | Name | Default | Description |
|---|---|---|---|
| Modelica_LinearSystems2.DiscreteTransferFunction | dtf (from timeResponseMask_tf_discrete) | ||
| Real | tSpan (from timeResponseMask_tf_discrete) | 0 | Simulation time span [s] |
| Modelica_LinearSystems2.Utilities.Types.TimeResponse | response | Modelica_LinearSystems2.Utilities.Types.TimeResponse.Step | |
| Real[DiscreteTransferFunction.Analysis.denominatorDegree(dtf)] | x0 | zeros(DiscreteTransferFunction.Analysis.denominatorDegree(dtf)) | Initial state vector |
Outputs
| Type | Name | Default | Description |
|---|---|---|---|
| Real[:,1,1] | y (from timeResponseMask_tf_discrete) | Output response: (number of samples) x (number of outputs) x (number of inputs) | |
| Real[:] | t (from timeResponseMask_tf_discrete) | Time vector: (number of samples) | |
| Real[:,Modelica_LinearSystems2.DiscreteTransferFunction.Analysis.denominatorDegree(dtf),1] | x_discrete (from timeResponseMask_tf_discrete) | State trajectories: (number of samples) x (number of states) x (number of inputs) |