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
      • Fit_Beta_2P
      • Fit_Everything
      • Fit_Exponential_1P
      • Fit_Exponential_2P
      • Fit_Gamma_2P
      • Fit_Gamma_3P
      • Fit_Gumbel_2P
      • Fit_Loglogistic_2P
      • Fit_Loglogistic_3P
      • Fit_Lognormal_2P
      • Fit_Lognormal_3P
      • Fit_Normal_2P
      • Fit_Weibull_2P
      • Fit_Weibull_2P_grouped
      • Fit_Weibull_3P
      • Fit_Weibull_CR
      • Fit_Weibull_DS
      • Fit_Weibull_DSZI
      • Fit_Weibull_Mixture
      • Fit_Weibull_ZI
    • Nonparametric
    • Other_functions
    • PoF
    • Probability_plotting
    • Reliability_testing
    • Repairable_systems
    • Utils
reliability
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FittersΒΆ

  • Fit_Beta_2P
  • Fit_Everything
  • Fit_Exponential_1P
  • Fit_Exponential_2P
  • Fit_Gamma_2P
  • Fit_Gamma_3P
  • Fit_Gumbel_2P
  • Fit_Loglogistic_2P
  • Fit_Loglogistic_3P
  • Fit_Lognormal_2P
  • Fit_Lognormal_3P
  • Fit_Normal_2P
  • Fit_Weibull_2P
  • Fit_Weibull_2P_grouped
  • Fit_Weibull_3P
  • Fit_Weibull_CR
  • Fit_Weibull_DS
  • Fit_Weibull_DSZI
  • Fit_Weibull_Mixture
  • Fit_Weibull_ZI
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