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Maintenance Optimization for Asset Systems With Dependent Performance Degradation

Rasmekomen, N and Parlikad, AK (2013) Maintenance Optimization for Asset Systems With Dependent Performance Degradation. IEEE TRANSACTIONS ON RELIABILITY, 62. pp. 362-367. ISSN 0018-9529

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Abstract

This paper presents a model for optimizing maintenance plans for an industrial system consisting of a number of assets with degradation and performance interaction between them. In particular, we consider an asset system with M identical non-critical machines feeding their output to a critical machine. A common repair team performs maintenance on all the machines. All the machines deteriorate over time stochastically independently. In addition to the stochastically independent degradation, the degradation of the non-critical machines also affects the performance of the critical machine. We develop a mathematical model to represent these interactions and performance of the asset system. We also provide a simulation-based numerical solution to optimize the maintenance plan for the system outlining the maintenance intervals for each of the machines.

Item Type: Article
Uncontrolled Keywords: Degradation interactive assets maintenance stochastic dependence
Subjects: UNSPECIFIED
Divisions: Div E > Manufacturing Systems
Depositing User: Cron Job
Date Deposited: 07 Mar 2014 11:29
Last Modified: 25 Aug 2014 01:11
DOI: 10.1109/TR.2013.2257056

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