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everis/Enel: Help energy company Enel develop predictive models that forecast external cost

Started ‎03-16-2021 by
Modified ‎10-20-2022 by
Views 1,128

 

 

 

 

Team Name everis
Track Industry
Use Case ENEL - use case
Technology SAS Viya
Region EMEA
Team lead Álvaro García
   
@Gonzalo_ ​

@alvarogp 

@pmarsana 

 

ENEL is trying to develop predictive models to be used in forecasting processes

  • This use case is focused on one of the main processes:
    • Forecast external costs based on historical economical results

Main challenges

  • External costs should be forecasted at several levels of aggregations (e.g., currency, legal entity, activity)
  • Historical data has been anonymized, preventing external knowledge from being added to the data
  • Historical data contains some issues in terms of data quality that can decrease the performance of the model and need to be addressed and fixed (e.g., unpredictable events, closed plants)
Comments

Great contribution. Very good use of SAS Viya Capabilities. Thank you for participate. 

Version history
Last update:
‎10-20-2022 12:32 PM
Updated by:

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