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Modelling risk of a multi-state repairable component

Posted on:2010-11-26Degree:M.ScType:Thesis
University:University of Alberta (Canada)Candidate:Gallardo Bobadilla, RobertoFull Text:PDF
GTID:2448390002985272Subject:Engineering
Abstract/Summary:
This thesis focuses on the use of computer simulation for modeling risk of a multi-state repairable component.;In production processes, maintenance decisions are often made based on uncertain assessment of risk, not only in the probability when a process component goes into a state of failure but also in the cost of lost production and preventive maintenance. In this thesis work, preventive maintenance of a component is modeled and simulated, in order to minimize risk (cost), as: (1) a Markov process with multiple states and fixed transition probabilities, under the assumption that with a sufficient number of states the Markovian property is valid, (2) a non Markov process with two possible states and non-fixed transition probabilities for a periodically decreasing reliability component, and (3) a non Markov process with two possible states and non-fixed transition probabilities for a continuously decreasing reliability component.
Keywords/Search Tags:Component, Risk, Process, Transition probabilities, States
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