The manager of ARCO told me that ARCO's Rogator breaks down due to many reasons such as machine maintenance, weather, and sick operator. However, the primary reason is the machine usage, that is, the number of hours the machine was used recently. The farmers experience tremendous economic loss because of this. I want to use AWS Stage Maker to build the machine learning model and AWS Forecast to predict future machines break down. I this way, we can give operational advice to farmers like "avoid running the machine for more than x hours" to prevent machine break down and economic loss.

Built With

  • awsforecast
  • awsstagemaker
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