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Machine Learning Model (Predict)

Advanced Draft M12-016

A model trained on historical data such as failures, meters and sensor readings to make predictions. Predict provides model templates that data scientists can train and deploy.

Where in Maximo

Maximo Predict; data science notebooks (Watson Studio / Cloud Pak for Data)

At Riverbend RWA's data analyst trains a failure model using five years of pump failure records.

Related Terms

Common Misconception

Predictive models need real failure history. Assets that rarely fail are hard to model well.