Wavelet Toolbox    

Analysis of the End of the Night Period

The shape of the curve during the end of the night is a slow descent, globally smooth, but locally highly irregular. One can hardly distinguish two successive local extrema in the vicinity of time = 1600 and t = 1625. The approximation A5 is quite good except at these two modes.

The accuracy of the approximation can be explained by the fact that there remains only a low-frequency signal corrupted by noises. The massive and simultaneous changes of personal electrical appliances are absent.

The details D1, D2, and D3 show the kind of variation and have, roughly speaking, similar shape and mean value. They contain the local short period irregularities caused by noises, and the inspection of D2 and D3 allows you to detect the local minimum around t  =1625.

The details D4 and D5 exhibit the slope changes of the regular part of the signal, and A4 and A5 are piecewise linear.

In conclusion, none of the time scales brings a significant contribution sufficiently different from the noise level, and no additional correction is needed. The retained approximation is A4 or A5.

All the figures in this paragraph are generated using the graphical user interface tools, but the user can also process the analysis using the command line mode. The following example corresponds to a command line equivalent for producing the figure below.


  Analysis of the Midday Period Suggestions for Further Analysis