Predict asset failures

With IBM Maximo® Predict, go beyond time-scheduled maintenance to condition-based action to predict the likelihood of future failures by applying machine learning and data analytics to reduce asset failures and their costs. Now part of the integrated IBM Maximo Application Suite, Maximo Predict looks for patterns in asset data, usage and the environment, and correlates those patterns with any known issues to help reliability engineers and maintenance managers predict failures and share data and scoring.

Key capabilities of Maximo Predict

  • Uses data from IoT sensors, operations, IT and EAM systems
  • Includes five out-of-the-box, popular predictive model templates and associated visualizations
  • Includes a comprehensive library of analytics APIs to build custom models
  • Scores predictive models using Watson Machine Learning
  • Model scores are easily integrated with Maximo Health for improved condition monitoring

Maximo Predict key benefits

Reduce unplanned downtime and risks

Predict asset failure and initiate action to avoid breakdowns.

Reduce maintenance costs

Avoid over-maintaining assets by enabling scheduled maintenance before failure based on early warnings.

Improve asset utilization

Enable more efficient use of existing assets when you can predict maintenance issues and reduce failures on the job.

Extend asset life

Identify operational performance factors and improve maintenance practices and reliability.

Increase production output

Make industrial manufacturing, production processes and products more efficient and dependable to deliver higher output.

Move toward condition-based maintenance

With Maximo Health, manage the health of your assets by using IoT data from asset sensors and other sources, such as the weather, asset records and work history, to increase asset availability and improve replacement planning. Now part of the integrated IBM Maximo Application Suite, Maximo Health enables a consolidated, global view. With insight into asset health, you can increase asset availability and find which assets require attention.

Key capabilities of Maximo Health

  • Single, intuitive dashboard with fleetwide view and health drilldown 
  • Sensor data integration
  • Health-based notifications and actions
  • Flexible health scores for assets by type or group

Maximo Health key benefits

Reduce the cost and frequency of asset failures

Monitor asset conditions with registered IoT devices that send sensor data and trigger automated actions that help reduce costly failures.

Increase asset availability

Keep track of conditions, costs, performance and remaining useful life to reduce asset failures and minimize downtime.

Optimize preventive maintenance

Combine asset records and sensor data to take action based on insight into asset health instead of doing unnecessary preventive maintenance.

Reduce operational risk

A deeper view of asset status helps you focus on the right assets.

Reduce time to make capital replacement decisions

Make replacement planning more accurate and efficient with powerful analytics that provide a clear view of your assets.

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