Complete Ensemble EMD with Adaptive Noise (CEEMDAN) in Python

Dawid Laszuk published on
5 min, 844 words

CEEMDAN is available in Python through PyEMD.

There are as many empirical mode decomposition (EMD) variations as many teams are working on it. Everyone notices that in general EMD is very helpful method, yet, there's room for improvement. Few years back I have stopped doing modifications myself in exchange for working on mathematically sound model of coupled oscillator. Nevertheless, since I spent quite a lot of time on EMDs and have enjoy playing with it, from time to time something will catch my eye. This is what happened with Complete Ensemble EMD with Adaptive Noise (CEEMDAN).

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