TITLE:
Evaluation of the Reliability of a System: Approach by Monte Carlo Simulation and Application
AUTHORS:
Aslain Brisco Ngnassi Djami, Jean Bosco Samon, Boukar Ousman, Ulrich Ngnassi Nguelcheu, Wolfgang Nzié, Guy Edgar Ntamack, Bienvenu Kenmeugne
KEYWORDS:
Evaluation, Reliability, Monte Carlo, Markov Chain
JOURNAL NAME:
Open Journal of Applied Sciences,
Vol.14 No.3,
March
29,
2024
ABSTRACT: The objective of this paper is to evaluate the reliability of a system in its different states (absence of failures, partial failure and total failure) and to propose actions to improve this reliability by an approach based on Monte Carlo simulation. It consists of a probabilistic evaluation based on Markov Chains. In order to achieve this goal, the functionalities of Markov Chains and Monte Carlo simulation steps are deployed. The application is made on a production system.