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    • Case Studies
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      • Agent-Based Modeling & Simulation
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mining digital twin

MOSIMTEC > mining digital twin
14
Aug
Mining Principle: Different Equipment Failures Have Different Impact on Outcomes
Category:
  • Expert Insights

Not all mining equipment failures have the same impact on production—simulation with MineTwin shows that downtime for one class of equipment reduces throughput far more than another. By modeling different failure scenarios, mining operations can focus maintenance budgets where they deliver the highest return.

7
Aug
Mining Principle: Why Buffering The Bottleneck Increases Throughput
Category:
  • Expert Insights

In mining operations, bottleneck steps—like shovels or crushers—dictate overall system throughput. Ensuring these bottlenecks are never idle (starved) is critical. While delays at non-bottlenecks have little impact, lost time at bottlenecks directly reduces throughput and increases work-in-progress (WIP).

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