lewisfei 发表于 2008-3-6 17:32:13

Cost-Effective Condition-Based Maintenance Using Markov Decision Processes.pdf

Cost-EffectiveCondition-BasedMaintenanceUsingMarkovDecisionProcesses.pdf

SUMMARY&CONCLUSIONS
Investigationsconductedinseveralindustriesindicatethat
thereisnodirectrelationshipbetweenequipmentfailureand
equipmentageinthemajorityofcases.Mostfailuresare
causedbyeventsorconditionsthatoccurduringcomponent
operationandmanufacturingprocesses.Therefore,optimal
maintenancedecisionsshouldbebasedontheactual
deteriorationconditionsofthecomponents.Condition-Based
Maintenance(CBM)isamethodologythatstrivestoidentify
incipientfaultsbeforetheybecomecriticaltoenablemore
accurateplanningofpreventiveactions.Fortheultimate
successofCBMmethodology,wemusthavesoundmethods
formodelingdeterioration(thepropagationoffaulty
conditions),theconditionsandtheireffects,andtheoptimal
selectionandschedulingofinspectionsandpreventive
maintenanceactions(therightactionattherighttime).
Inthispaper,wepresentageneralizedCBMmodelthat
canbeappliedtoawiderangeofapplications.TheCBM
modelincludesastochasticdeteriorationprocess,asetof
maintenanceactionsandtheireffects,andascheduled
inspectionpolicythatidentifiestheconditionofdeterioration.
UsingMarkovDecisionProcesses(MDP),weprovidean
optimalcost-effectivemaintenancedecisionbasedonthe
conditionrevealedatthetimeofinspection.Inaddition,we
presentaprocedureforfindingoptimalinspectionschedules.

wsn_ifeng 发表于 2008-5-27 10:52:45

在哪找的？

谢谢楼主，在哪里找的？

daidog1985 发表于 2008-7-18 15:56:08

THINKYOUFORYOURSHARING

cipher121 发表于 2010-2-16 12:49:55

谢谢楼主

qinyu 发表于 2010-6-1 22:01:43

真是好资料！
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