Noise Filtering
To get rid of signal disturbances, the dataset can be modified by a moving average filter
n = filter window size
The window size n is given in time steps, so it depends on the current sample time.
If the sample time is 0.1s and the window size is 10, the moving average window has a width of 1s.
A measurement noise can be identified, for instance, with the amplitude spectrum of the signal (see Amplitude Spectra).
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For the diesel engine example, noise filtering is not necessary. |