Resource Center


Six Steps for Tapping Into the Power of Machine Learning

Adding machine learning to your toolbox can increase your uptime and decrease your maintenance costs. Check out our top six keys to efficiently creating the most sustainable value from this technology.


Preventing Process Breakdowns with Aspen Mtell

See how Aspen Mtell prescriptive maintenance prevents catastrophic failure of a centrifugal gas compressor by enabling real-time process adjustments to prevent liquid carryover. This video demonstrates how operators can detect process irregularities earlier and more accurately with Aspen Mtell, and get prescriptive advice to avoid the process degradation that leads to failures.


Introduction to Aspen Mtell

Learn how Aspen Mtell prescriptive maintenance uses autonomous agents to predict equipment failures and avoid unplanned downtime, and prescribes detailed actions to mitigate or solve future problems.


Driving Operational Excellence through Digitalization: An Interview with AspenTech CEO Antonio Pietri

In this interview with ARC Advisory Group analyst Peter Reynolds, AspenTech President and CEO Antonio Pietri describes how the process industries are leveraging new technologies—including cloud computing, data analytics, and machine learning—to drive greater value from their assets.


Aspen Mtell: Refinery Case Study

Watch how Aspen Mtell analyzed 220 million sensor values to identify the top 10 maintenance cost failures at one world-class refinery, and predicted a compressor breakdown 49 days in advance.


Transfer Learning with Aspen Mtell

Understand how Aspen Mtell’s autonomous agents share failure signatures across similar assets, enabling rapid time to value.


Aspen Mtell: Prescriptive Maintenance for the Transportation Industry

See how Aspen Mtell prescriptive maintenance prevents catastrophic diesel engine failures.


Aspen Mtell and the Industrial Internet of Things

Learn how Aspen Mtell connects big data and prescriptive maintenance to deliver IIoT solutions.


Bringing Capability and Culture Together Is the Key to Digital Transformation

Find out why collaboration between Maintenance and Operations is critical to your asset performance management strategy.

Aspen Petroleum Scheduler1

refinery scheduling, dock scheduling, pipeline scheduling, schedule visibility, petroleum supply chain, crude receipt, inventory, tank visibility

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