demand forecasting for inventory control auxiliary forecasts

demand forecasting for inventory control auxiliary forecasts

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时间:2018-02-10

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1、Chapter12AuxiliaryForecasts12.1IntroductionManagementoftenneedsforecastsunlikethemodelsdescribedintheearlierchap-tersthataregeneratedusingtheflowofdemandsfromthehistorymonths.Thischapterdescribessomeofthemorecommonlyneededforecastsofthistype.Afirstconcernstheforecastsforthefirstfu

2、turemonthandthedemand-to-dateasthemonthisprogressing.Forthefirstmonth,aforecasthasalreadybeengenerated,andasthemonthprogresses,thedemand-to-datedemandisevolving.Theforecastfortheremainingportionofthemonthisgeneratedalongwiththeassociatedstandarddeviation.Anotherscenariooccursforpa

3、rtswhensomedemandsareorderedforfu-turedeliveries,calledadvancedemands.Aforecastforthefuturemonthhasalreadybeengeneratedintheusualwayfromtheflowofhistorydemands.Anadjustmenttothefuturemonth’sforecastisdevelopedbasedontheadvancedemandinformation.Anothersituationthatoftenoccursinserv

4、icepartsinventoryiswhenaforecastisneededonapartevenwhennohistorydemandsareavailable.Thishappenswhenanewpartisincludedonthebill-of-materialofafinishedgooditemduetoanen-gineeringchangeoraredesign,andthepartistobeimmediatelyheldininventoryattheservicepartlocation.Thissituationiscalle

5、dtheinitialbuyquantity.Anotherconditionthattakesplaceofteninservicepartslocationsiswhenthesupplierwillstopsupplyingthepart,evenwhentheservicepartlocationisobligedtocarrythepartforfuturepossibleneedsfromitscustomers.Thisiscalledtheall-time-buy.12.2Month-1ForecastsandDemand-to-DateS

6、upposeaforecastsystemwherethehistorydemands,x(1),…,x(N),areusedtogeneratetheforecastsforthefuturemonths.Theforecastforfuturemonth-1islistedasx`(1),andtheassociatedstandarddeviationisdenotedasσ.Assumenow©SpringerInternationalPublishingSwitzerland2015165N.T.Thomopoulos,DemandForecas

7、tingforInventoryControl,DOI10.1007/978-3-319-11976-2_1216612AuxiliaryForecastswhereaportion,w,offuturemonth-1haselapsedandthedemandtodateisx.wNotetheforecastforthisportionofmonth-1wouldbe,Fw=×x1`()wandthecorrespondingstandarddeviationis:=wwAcompatibilitymeasurethatmaybeusefultot

8、hemanagementisshownbelow:kxF/=−(w

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