Core concepts - Rebase Platform Documentation

The Rebase Platform provides a set of functions and reusable components that enables energy data scientist to maximally leverage open data, open source and in their workflows. The platform provides a strong data model and frameworks that is built on top of (and fully compatible with) the open-source tools EnergyDataModel and enerflow.

Features

Features are functions that operate the building blocks.

Feature name	Description
Pipelines	Pipelines enables to create reproducible and deployable code by only using a couple of decorators `@pipeline` and `@node`.
Logs	Log and version any component or Python-object to create visualizations, comparisons and reproducible experiments.
Sweeps	Full name of user
Logs	Full name of user
Logs	Full name of user
Logs	Reported age
`Models`	Whether the user joined the community

Components

Components are buildings blocks

Components	Description
`TimeSeries`	Full name of user
`Assets`	Reported age
`Models`	Whether the user joined the community

Assets

The following energy assets are currently supported in the platform:

SolarSite
WindSite
LocalizedSite
ElectricityDemandSite

All these objects are derived from the EnergyAsset base class.

Time series

While assets represent the static meta data of that specific asset (e.g. solar panels orientation and tilt), the TimeSeries object is used to represent dynamic data such as power production and conumption.

Models

The Model object represent energy forecasting models based on physics, statistics, machine learning or even simple rules. Every forecasting models is associated with at least one energy asset.

​Features

​Components

​Assets

​Time series

​Models

Features

Components

Assets

Time series

Models