Metals & Mining

Machine learning has the power to transform mining. Use predictive analytics to get early, accurate warnings of equipment failures, increase throughput by reducing unplanned downtime and improve safety by identifying potential risks well in advance.

Aspen Mtell is a prescriptive maintenance solution that uses agents to recognize asset failures earlier and with greater accuracy. Learn what an agent is, what they do, how they are created, and how they work—to safeguard equipment, people, and the environment.

Aspen Mtell autonomous agents predict impending failures, calculate the lead time and provide prescriptive guidance to mitigate or prevent breakdowns.

Related Content

Maximize Mining Equipment Effectiveness, Minimize Margin Loss

Mining companies invest heavily in equipment for all stages of mining, mineral processing, refining and distribution. By monitoring asset condition and behavior and developing profiles of normal opera...

White Paper

How Asset Performance Management Can Improve Margins for Mines

By monitoring asset condition and behavior and developing profiles of normal operations, anomalies and failures, predictive maintenance tools can notify staff of equipment problems prior to failure.

Interactive Infographic

Creating the Intelligent Mine

Intelligent mining provides meaningful insight into everyday operations to support proactive decision making. Predictive maintenance solutions designed specifically for mining organizations help impro...

Interview with an Expert

Two Looming Failures Stopped Within Two Weeks of Monitoring

Executives at this mining company were looking for a new approach to proactively handle reliability issues for critical equipment.

Case Study

The Benefits of Predictive and Prescriptive Maintenance in Mine Autonomy

For metals and mining, a prescriptive maintenance solution marries the inherent knowledge of operations with existing process data to automatically create an alert when a failure will occur - reducing...


Thinking Outside Your Industry: Miners on the Move

Challenging the status quo is at the forefront of innovation and advancement to your business. Explore ways organizations have looked outside their industries to take advantage of proven technology to...


Mine Moves from Calendar-based to Prescriptive Maintenance with Aspen Mtell

When one of the world’s largest fully integrated zinc and lead smelting and refining complexes wanted to improve their metallurgical operations, the company turned to Aspen Mtell® prescriptive mainten...

Case Study