energy_analysis_toolbox.timeseries package#

Package containing tools for timeseries.

The timeseries subpackage contains functions dedicated to processing timeseries data, without specific a priori assumption on the physical nature of the data.

It is structured as follows:

energy_analysis_toolbox.timeseries.create contains functions to create timeseries data in left-closed right-open sampling from other kinds of representations of time-dependent data.
energy_analysis_toolbox.timeseries.extract_features contains functions to extract features from timeseries data. For now, only simple features are provided such as time-steps, intervals during which the series is over a threshold etc.
energy_analysis_toolbox.timeseries.math contains functions to perform mathematical operations on timeseries data, such as computing the derivative of a timeseries.
energy_analysis_toolbox.timeseries.resample contains functions to resample timeseries data to regular or arbitrary timesteps. Various interpolations methods are provided, depending on the assumptions which are made on the data.
energy_analysis_toolbox.timeseries.profiles contains functionalites to compute profiles of variations of timeseries data from an history of variations. Typically, this can be used to compute typical daily patterns of variations.

See the detailed package structure below.