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One Single Component Reliability Monte Carlo Chronological Method

by Jorge Thomas

 

09 Apr 2006 (Updated 11 Apr 2006)

This program calculates the availability and unavailability of a single component given the MTTF and

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Description

This simple code shows how the Monte Carlo Chronological method works. This example is intended to be for educational purpose, generating an artificial history data vectors of a single component modeled in a two state Markov chain model and exponentially distributed. You just need to enter the number of experiments to determine the simulation time-span (recommended to be above 1000 experiments)and the MTTF and MTTR of the repairable component.
As there is no convergence criteria, it is recommended that you run the simulation many times with a large number of experiments and of course, the same reliability data of the component.

MATLAB release MATLAB 7.0.1 (R14SP1)
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Comments and Ratings (2)
08 Feb 2007 adewale Olubodun

Nice, compact program!

 In line 11, you entered defined A, even though there is no clear use for it. the program still ran fine for me when i removed it. was there any distinct purpose for it that i missed?

13 Aug 2008 Haifeng Ge

Nice code. Compact and clear

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Updates
11 Apr 2006

Correct description

Tag Activity for this File
Tag Applied By Date/Time
statistics Jorge Thomas 22 Oct 2008 08:21:54
probability Jorge Thomas 22 Oct 2008 08:21:54
reliability Jorge Thomas 22 Oct 2008 08:21:54
monte carlo simulation Jorge Thomas 22 Oct 2008 08:21:54
markov chains Jorge Thomas 22 Oct 2008 08:21:54
repairable compone Jorge Thomas 22 Oct 2008 08:21:54

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