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Predictive Maintenance

Clients needed to accurately predict wind generation to maximize profit. See how a fully operational AI/ML prediction model was created in a day.

Benefits

AI/ML without needing IT. Provides control over the entire ML Process

Steps

AI/ML without needing IT. Provides control over the entire ML Process

Time

AI/ML without needing IT. Provides control over the entire ML Process

Cost

AI/ML without needing IT. Provides control over the entire ML Process

Benefits

  • One tool does everything you need to test and validate your model Access
  • Automate, deploy your model with ease
  • Visualize on our dashboards or let external systems call model
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Promotes Innovation
  • One tool does everything you need to test and validate your model Access
Business users are in control
  • Automate, deploy your model with ease
Simplifies critical AI/ML skills
  • Visualize on our dashboards or let external systems call model

Summary

  • Connect, Obtain, Transform, Clean historical weather/ generation data with No-code ETL menu
  • Store data into S3 and catalog as SQL table
  • Train, Validate, Test and Deploy Model. Use XgBoost model with AI/ML Menu.
  • Operationalize Model: Use Automation menu to feed real-time weather inputs and run model to obtain prediction
  • Visualize: Use Dashboard menu to take the prediction output and display chart and grid data on a dashboard
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See how Utilities and Electric Generators are automating Outage Management, Compliance, and ISO/GRID Operator Requirements

Integ is able to deliver all of this functionality at a price point that appeals to a wide variety of clients and on a timeline that will impress.
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