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maintenance-forecasting

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stfurey / monte-carlo-reliability-simulator

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Monte Carlo reliability simulator in R for modeling failures, optimizing inspections, and quantifying fleet risk. Features Weibull modeling, POD, TTNI matrices, usage normalization, and policy what-ifs. Includes an interactive FlexDashboard UI and a Plumber API for scalable multi-run simulations.

r simulation reliability-engineering monte-carlo monte-carlo-simulation plumber m flexdashboard weibull predictive-maintenance reliability-analysis plumber-api fleet-analysis maintenance-forecasting
  • Updated Dec 9, 2025
  • R

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