RealFFT1

Example demonstrating the use of an FFT calculation during simulation (and storing both amplitudes and phases on file)

Information

This information is part of the Modelica Standard Library maintained by the Modelica Association.

In this example the signal y

   y = 5 + 3*sin(2*pi*f1) + 1.5*cos(2*pi*f2)

is sampled and an FFT is computed from the sampled signal (default: f1 = 2 Hz, f2 = 3 Hz). In the public part the FFT is stored up to f_max (internally in the protected part the FFT is stored up to 5*f_max). With the default values for f_max (= 4 Hz) and f_resolution (= 0.2 Hz), the following results are achieved:

   fi[0]  = 0,  Ai[0]  = 5;   // mean value of signal
   fi[11] = 2,  Ai[11] = 3;   // frequency/amplitude of sine
   fi[16] = 3,  Ai[16] = 1.5; // frequency/amplitude of cosine

A plot of the resulting FFT is shown in the next image:

Note, phases of small amplitudes (= smaller as 0.0001*maximalAmplitude) are explicitly set to zero, since the corresponding "phase" is numerical noise (and would just be confusing). Furthermore, note that the FFT phases are with respect to a cos(..) signal.

Parameters (7)

f_max

Value: 4

Type: Frequency (Hz)

Description: Maximum frequency of interest

f_resolution

Value: 0.2

Type: Frequency (Hz)

Description: Frequency resolution

f1

Value: 2

Type: Frequency (Hz)

Description: Frequency of sine

f2

Value: 3

Type: Frequency (Hz)

Description: Frequency of cosine

FFT_resultFileName

Value: "RealFFT1_resultFFT.mat"

Type: String

Description: File where FFT will be stored as [f,A,Phi], with f in {Hz] and A the amplitudes and Phi the phases in [rad]

nfi

Value: max(1, min(integer(ceil(f_max / f_resolution)) + 1, nf))

Type: Integer

Description: Number of frequency points of the interested frequency range (only up to f_max)

fi

Value:

Type: Frequency[nfi] (Hz)

Description: FFT frequencies of interested frequency points

Outputs (3)

Ai

Type: Real[nfi]

Description: FFT amplitudes of interested frequency points

Phii

Type: Real[nfi]

Description: FFT phases of interested frequency points

info

Type: Integer

Description: Information flag from FFT computation; = 0: FFT successfully computed