About the repository

This repository contains some very simple scripts supporting an introductory course on Reliability, Availability, Maintainability and Supportability (RAMS). Here is a survey of the scripts:

• Fitting a Poisson distribution from arrivals.
• Fitting a Weibull distribution from life times.
• Reliability and availability assessments using a state transition matrix.
• Supervised and unsupervised machine learning applied to oilanalysis.
• Causal inference applied to a Fault Detection and Diagnostics case.