Time Series Forecasting, Fourier, Ensemble Method, Data Science, Signal Processing.
you notice your series has a strong and sharp P days seasonal component, along with a strong and sharp P/2 component, and not much else in terms of a clear pattern, that indicates that two sine/cosine pairs, one with a period of P, the other with a period of P/2, may work well. Keep in mind that