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Predictive Maintenance

  • The world is collect rich sensor data from machinery such as wind farms, oil rigs, and trains.
  • This rich, fine-grained data indicates when equipement will need attejt90j to repair or replace components.
  • This application automatically extracts complex patterns from time-series data to predict when failure or degradation in service.
  • Reduce large costs associated with unexpected failures.
GET APP Feature Labs makes it easy to connect to your data and deploy

How it Works

This application is ready to be deployed to provide value right away.

To get started, you just need to map your data to the required inputs. From there, Feature Labs’ data science automation will take care of the rest. The application will automatically

  • Extract historical examples to learn from
  • Identify predictive signal using Deep Feature Synthesis
  • Select and optimize a machine learning model for deployment

This application is not a black box. After the initial integration is made, it is simple for a developer to add additional data sources, tweaking the prediction problem, and deeply inspect how each step in the process works.

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