Time Series Analysis, Time Series Forecasting, Data Science, Noise Reduction, Signal Processing.
Calculate the average value of this envelope and subtract the original signal from it We can see what I mean by the above process on this plot: Envelope creation on the EMD method. Image generated by the author This new signal we obtained after subtracting the original time series from the average