1.1 - Use Case: Equipment Predictive Maintenance - Teradata Analytic Apps - Vantage Analyst

Vantage Analyst with Machine Learning Engine User Guide

Product
Teradata Analytic Apps
Vantage Analyst
Release Number
1.1
Published
December 2019
Language
English (United States)
Last Update
2020-08-06
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Cluster can be used to group equipment units together, categorized by their work and repair history, sensor data, and other available data, to reduce costly downtime. You target these groups for specific actions such as:
  • Proactive inspections
  • Preparing maintenance items
With Cluster, you can answer operation questions such as:
  • Which equipment is likely to need preventive maintenance?
  • Where can you best allocate resources?
  • Which equipment has the highest failure rates?