Reliability & Maintenance Examplesllms.txt

Reliability and maintenance models track how equipment degrades and the chance of breakdown. They illustrate how service schedules and upkeep budgets keep systems running.

Tweak failure rates or maintenance intervals to see how downtime accumulates. The examples range from simple service queues to antifragile machines, revealing when proactive care beats waiting for a breakdown.

Select an example to explore it in the playground.

Beginner - Introductory Models

Antifragile System

The same adaptive loop, two fates: with one knob negative each failure makes the system stronger; flip its sign and failures spiral to certain breakdown.

Level: Beginner

reinforcing-loopbalancing-loopreliabilityantifragility

  • Stocks: failure_rate, total_failures
  • Flows: failure
  • Feedback Loops: antifragile healing (balancing), fragile spiral (reinforcing)
  • Probes: failure_rate, total_failures
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Advanced - Complex Simulations

Car Service Simulation - SimPy Tutorial

A car service simulation showing priority washing with features like interrupts.

Level: Advanced

simpypriorityservicemaintenancequeueinterruptsdiscrete-eventreliabilityworkflow

  • Stocks: fuel_level, parts
  • Probes: fuel_level, wash_q, parts
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Machines Simulation

A machines simulation depicting resource allocation and reliability.

Level: Advanced

reliabilityresource-managementmaintenancequeuethroughput

  • Stocks: buffer, idle-token store
  • Flows: in_rate, dispatch_rate
  • Probes: in_rate, dispatch_rate, buffer_level, breakdown, repair
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