reliability
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Quickstart & Intro

  • Quickstart for reliability
  • Introduction to the field of reliability engineering
  • Recommended resources

Parametric Models

  • Equations of supported distributions
  • Creating and plotting distributions
  • Fitting a specific distribution to data
  • Fitting all available distributions to data
  • Working with fitted distributions
  • Mixture models
  • Competing risks models
  • DSZI models
  • Optimizers

Probability Plotting

  • Probability plots
  • Quantile-Quantile plots
  • Probability-Probability plots

Non-parametric models

  • Kaplan-Meier
  • Nelson-Aalen
  • Rank Adjustment

Accelerated Life Testing

  • What is Accelerated Life Testing
  • Equations of ALT models
  • Getting your ALT data in the right format
  • Fitting a single stress model to ALT data
  • Fitting a dual stress model to ALT data
  • Fitting all available models to ALT data
  • What does an ALT probability plot show me

Importing and converting data

  • Datasets
  • Importing data from Excel
  • Converting data between different formats

Repairable systems

  • Reliability growth
  • Optimal replacement time
  • ROCOF
  • Mean cumulative function

Reliability testing

  • One sample proportion
  • Two proportion test
  • Sample size required for no failures
  • Sequential sampling chart
  • Reliability test planner
  • Reliability test duration
  • Chi-squared test
  • Kolmogorov-Smirnov test
  • Likelihood plot

Physics of failure

  • SN diagram
  • Stress-strain and strain-life
  • Fracture mechanics
  • Creep
  • Palmgren-Miner linear damage model
  • Acceleration factor
  • Solving simultaneous equations with sympy

Other functions

  • Stress-Strength interference
  • Similar Distributions
  • Make right censored data
  • Make ALT data
  • Crosshairs
  • Distribution explorer
  • Histogram

Reliability Theory

  • What is censored data
  • How are the plotting positions calculated
  • How does Least Squares Estimation work
  • How does Maximum Likelihood Estimation work
  • How are the confidence intervals calculated

Administration

  • Changelog
  • Development roadmap
  • Copyright information
  • Citing reliability in your work
  • Contributing
  • How to get help
  • How to donate to the project
  • About the author
  • Credits to those who helped
  • Logo

API reference

  • API Reference
    • ALT_fitters
    • Convert_data
    • Datasets
    • Distributions
    • Fitters
    • Nonparametric
    • Other_functions
    • PoF
    • Probability_plotting
      • Beta_probability_plot
      • Exponential_probability_plot
      • Exponential_probability_plot_Weibull_Scale
      • Gamma_probability_plot
      • Gumbel_probability_plot
      • Loglogistic_probability_plot
      • Lognormal_probability_plot
      • Normal_probability_plot
      • PP_plot_parametric
      • PP_plot_semiparametric
      • QQ_plot_parametric
      • QQ_plot_semiparametric
      • Weibull_probability_plot
      • plot_points
      • plotting_positions
    • Reliability_testing
    • Repairable_systems
    • Utils
reliability
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Probability_plottingΒΆ

  • Beta_probability_plot
  • Exponential_probability_plot
  • Exponential_probability_plot_Weibull_Scale
  • Gamma_probability_plot
  • Gumbel_probability_plot
  • Loglogistic_probability_plot
  • Lognormal_probability_plot
  • Normal_probability_plot
  • PP_plot_parametric
  • PP_plot_semiparametric
  • QQ_plot_parametric
  • QQ_plot_semiparametric
  • Weibull_probability_plot
  • plot_points
  • plotting_positions
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