Maintenance Optimization for Asset Systems With Dependent Performance Degradation

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 machi...

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Veröffentlicht in:	IEEE transactions on reliability 2013-06, Vol.62 (2), p.362-367
Hauptverfasser:	Rasmekomen, N., Parlikad, A. K.
Format:	Artikel
Sprache:	eng
Schlagworte:	Degradation interactive assets maintenance Maintenance engineering Mathematical model Optimization Parallel machines stochastic dependence Stochastic processes Water pollution
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creator	Rasmekomen, N. Parlikad, A. K.
description	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.
doi_str_mv	10.1109/TR.2013.2257056
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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.</description><identifier>ISSN: 0018-9529</identifier><identifier>EISSN: 1558-1721</identifier><identifier>DOI: 10.1109/TR.2013.2257056</identifier><identifier>CODEN: IERQAD</identifier><language>eng</language><publisher>IEEE</publisher><subject>Degradation ; interactive assets ; maintenance ; Maintenance engineering ; Mathematical model ; Optimization ; Parallel machines ; stochastic dependence ; Stochastic processes ; Water pollution</subject><ispartof>IEEE transactions on reliability, 2013-06, Vol.62 (2), p.362-367</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c261t-ef58e11721f2eec0deb7c8425b13b1a4f054a4c808ca081759b3e0e3810352313</citedby><cites>FETCH-LOGICAL-c261t-ef58e11721f2eec0deb7c8425b13b1a4f054a4c808ca081759b3e0e3810352313</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/6507001$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27924,27925,54758</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/6507001$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Rasmekomen, N.</creatorcontrib><creatorcontrib>Parlikad, A. K.</creatorcontrib><title>Maintenance Optimization for Asset Systems With Dependent Performance Degradation</title><title>IEEE transactions on reliability</title><addtitle>TR</addtitle><description>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.</description><subject>Degradation</subject><subject>interactive assets</subject><subject>maintenance</subject><subject>Maintenance engineering</subject><subject>Mathematical model</subject><subject>Optimization</subject><subject>Parallel machines</subject><subject>stochastic dependence</subject><subject>Stochastic processes</subject><subject>Water pollution</subject><issn>0018-9529</issn><issn>1558-1721</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9kMtOwzAQRS0EEqWwZsHGP5B2xo4TZ1m1UJCKCqWIZeQ4EzAiaWV7U76e9CFWVyPdM7o6jN0ijBChGK9XIwEoR0KoHFR2xgaolE4wF3jOBgCok0KJ4pJdhfDdn2la6AF7fTaui9SZzhJfbqNr3a-JbtPxZuP5JASK_G0XIrWBf7j4xWe0pa6mLvIX8n2nPZAz-vSmPoDX7KIxP4FuTjlk7w_36-ljsljOn6aTRWJFhjGhRmnC_bpGEFmoqcqtToWqUFZo0gZUalKrQVsDGnNVVJKApEaQSkiUQzY-_rV-E4Knptx61xq_KxHKvZFyvSr3RsqTkZ64OxKOiP7bmYK81yH_AGoUXOM</recordid><startdate>20130601</startdate><enddate>20130601</enddate><creator>Rasmekomen, N.</creator><creator>Parlikad, A. 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K.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c261t-ef58e11721f2eec0deb7c8425b13b1a4f054a4c808ca081759b3e0e3810352313</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Degradation</topic><topic>interactive assets</topic><topic>maintenance</topic><topic>Maintenance engineering</topic><topic>Mathematical model</topic><topic>Optimization</topic><topic>Parallel machines</topic><topic>stochastic dependence</topic><topic>Stochastic processes</topic><topic>Water pollution</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Rasmekomen, N.</creatorcontrib><creatorcontrib>Parlikad, A. K.</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><jtitle>IEEE transactions on reliability</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Rasmekomen, N.</au><au>Parlikad, A. K.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Maintenance Optimization for Asset Systems With Dependent Performance Degradation</atitle><jtitle>IEEE transactions on reliability</jtitle><stitle>TR</stitle><date>2013-06-01</date><risdate>2013</risdate><volume>62</volume><issue>2</issue><spage>362</spage><epage>367</epage><pages>362-367</pages><issn>0018-9529</issn><eissn>1558-1721</eissn><coden>IERQAD</coden><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.</abstract><pub>IEEE</pub><doi>10.1109/TR.2013.2257056</doi><tpages>6</tpages></addata></record>
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subjects	Degradation interactive assets maintenance Maintenance engineering Mathematical model Optimization Parallel machines stochastic dependence Stochastic processes Water pollution
title	Maintenance Optimization for Asset Systems With Dependent Performance Degradation
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