matlab-analyze-reliability

Fit and evaluate probability distributions for use in reliability workflows in MATLAB using the recommended APIs and probability distribution framework (fitdist, makedist, pdf, icdf, cdf, probplot, bootci, fitacclife, meanfailtime).

When to Use

Activate this skill when a user asks to:

• Fit an accelerated life model
• Compute standard quantities in a reliability analysis, such as mean time to failure (MTTF) or B10
• Fit life distributions, such as Weibull, for determining the lifetime/reliability of something
• Compare multiple distribution fits to determine the best model for failure data
• Estimate product reliability using lifetime/failure data
• Compute a survival/survivor function
• Plot a Kaplan-Meier curve or compute an empirical CDF of failure data
• Fit a distribution to censored failure data

When NOT to Use