The proposal is focused on offering a big data analytics toolkit to support EDP in identifying main customer segments and classifying new contracts according to their likelihood of terminating the energy contract with the company (EDP) and also according to their likelihood of acquiring new services.
At the same time, the toolkit offers the possibility to identify the main properties of specific contracts with a given probability value within a segment to prepare specific campaigns or products, and to identify contracts similar to a reference contract that the company is interested in, or to filter-out clusters based on a specific attribute or list of attributes.
Usage of Standards for data interoperability:
We will use weather data of of typical meteorological year (TMY) from the Photovoltaic Geographical Information System (PVGIS), created by the European Commission. The TMY is generated in PVGIS following the procedure described in ISO 15927, ans is public access. TMY is formed by: Date and time, horizontal irradiance, Air pressure, Dry bulb temperature, Wind speed and direction, Relative humidity. Licensed under Creative Commons Attribution 4.0 International (CC BY 4.0) licence.