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

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    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.

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    马上购买
    谢谢楼主,在哪里找的?
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    THINKYOUFORYOURSHARING
    回复
    谢谢楼主
    回复
    Lv.3
    真是好资料!
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