Chapter 6 Inventory Control

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    SupplyChainManagementInventoryControlSupplyChainManagementInventoryControlInventorySystemInventoryisthestockofanyitemorresourceusedinanorganizationandcaninclude:rawmaterials,finishedproducts,componentparts,supplies,andwork-in-processAninventorysystemisthesetofpoliciesandcontrolsthatmonitorlevelsofinventoryanddetermineswhatlevelsshouldbemaintained,whenstockshouldbereplenished,andhowlargeordersshouldbeTypesofInventoryRawmaterialRawmaterialPurchasedbutnotprocessedPurchasedbutnotprocessedWorkWork--inin--processprocessUndergonesomechangebutnotcompletedUndergonesomechangebutnotcompletedAfunctionofcycletimeforaproductAfunctionofcycletimeforaproduct

    Maintenance/repair/operating(MRO)Maintenance/repair/operating(MRO)NecessarytokeepmachineryandprocessesNecessarytokeepmachineryandprocessesproductiveproductiveFinishedgoodsFinishedgoodsCompletedproductawaitingshipmentCompletedproductawaitingshipmentOBJECTIVES

    .InventorySystemDefined.TypesofInventory.Independentvs.DependentDemand

    .InventorySystemModels

    .Multi-PeriodInventoryModels:BasicFixed-OrderQuantityModels.InventoryCosts.Multi-PeriodInventoryModels:BasicFixed-TimePeriodModel.Single-PeriodInventoryModel.

    MiscellaneousSystemsandIssuesInventory

    Oneofthemostexpensiveassetsofmanycompaniesrepresentingasmuchas50%oftotalinvestedcapital

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    Inventorymanagersmustbalanceinventoryinvestmentandcustomerservice

    PurposesofInventory

    1.Tomaintainindependenceofoperations2.Tomeetvariationinproductdemand3.Toallowflexibilityinproductionscheduling4.Toprovideasafeguardforvariationinrawmaterialdeliverytime5.Totakeadvantageofeconomicpurchase-ordersize

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    TypesofInventory-2

    .CycleInventory.SafetyStockInventory.AnticipatoryInventory.PipelineInventoryCycleInventory

    .Inventorythatvariesdirectlywithlotsize..Lotsizevarieswithelapsedtimebetweenorders..Thequantityorderedmustmeetthedemandduringtheorderingperiod..Longgapsintheorderingperiodwillrequirelargercycleinventory.

    .TheinventorymayvarybetweenordersizeQtozerojustbeforethenewlotisdelivered..AverageinventorysizeisthereforeQ/2SafetyStockInventory

    .Safetystockinventoryprotectsagainstuncertaintiesindemand,leadtime,andsupply..Itensuresthatoperationsarenot

    disruptedwhenproblemsoccur..Tobuildsafetystockanorderisplacedearlierthantheitemisneededortheorderedquantityislargerthanthequantityrequiredtillthenextdeliveryschedule.AnticipationInventory

    .Inventoryusedtoabsorbunevenrateofdemandorsupply.

    Predictableseasonaldemandpatternmayjustifyanticipationinventory..Unevendemandoftenmakesthefirmtostockpileduringlowproductiondemandtomakebetteruseofproductionfacilitiesandavoidvaryingoutputratesandlaborforce..Uncertaintiessuchasthreatenedstrikes,problematsuppliersfacilitiesetcalsojustify

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    anticipationinventory.Inventorymovingfrompointtopointinthematerialflowsystemiscalledpipelineinventory-fromsupplierstoplant,fromoneoperationtothenextinprocessing,fromplanttodistributioncenterandfromdistributioncentertoretailerPipelineInventorybetweentwopoints,canbeexpressedintermsofleadtimeandaveragedemand(d)duringtheleadtime(L).PipelineInventory=dLPipelineInventoryIndependentvs.DependentDemandIndependentDemand(Demandforthefinalend-productordemandnotrelatedtootheritems)DependentDemand(Deriveddemanditemsforcomponentparts,subassemblies,rawmaterials,

    etc)FinishedproductComponentparts

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    InventorySystemsModelsInventoryModelsfor

    -----Multi-PeriodInventoryModels-Fixed-OrderQuantityModelsEventtriggered(Example:runningoutofstock)-Fixed-TimePeriodModelsTimetriggered(Example:Monthlysalescallbysalesrepresentative)Single-PeriodInventoryModels-

    -Onetimepurchasingdecision(Example:

    -

    vendorsellingt-shirtsatafootballgame)

    -

    -Seekstobalancethecostsofinventoryoverstockandunderstock

    -

    IndependentDemand

    Needtodeterminewhenandhowmuchtoorder

    .Basiceconomicorderquantity

    .Productionorderquantity.QuantitydiscountmodelHoldingCosts

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    cceeeMulti-PeriodModels:Fixed-OrderQuantityModel

    ModelAssumptions(Contd.)

    .Inventoryholdingcostisbasedonaverageinventory.Orderingorsetupcostsareconstant.Alldemandsfortheproductwillbesatisfied(Nobackordersareallowed)Holding,Ordering,andSetupCosts

    .Holdingcosts-thecostsofholdingorcarryinginventoryovertime.

    Orderingcosts-thecostsofplacinganorderandreceivinggoods.Setupcosts-costtoprepareamachineorprocessformanufacturinganorderMulti-PeriodModels:Fixed-OrderQuantityModel

    Assumptions

    .Demandfortheproductisconstantanduniformthroughouttheperiod.Leadtime(timefromorderingtoreceipt)isconstant.Priceperunitofproductisconstant

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    BasicFixed-OrderQuantityModelandReorderPointBehaviorR=ReorderpointQ=[Economic]orderquantityL=LeadtimeLLQQQRTimeNumberofunitsonhand1.YoureceiveanorderquantityQ.2.Youstartusingthemupovertime.3.WhenyoureachdowntoalevelofinventoryofR,youplaceyournextQsizedorder.4.Thecyclethenrepeats.CostMinimizationGoalOrderingCostsHoldingCosts

    OrderQuantity(Q)COSTAnnualCostofItems(DC)TotalCostQOPTByaddingtheitem,holding,andorderingcoststogether,wedeterminethetotalcostcurve,whichinturnisusedtofindtheQoptinventoryorderpointthatminimizestotalcosts

    TheEOQModelQQ=Numberofpiecesperorder=NumberofpiecesperorderQ*Q*=Optimalnumberofpiecesperorder(EOQ)=Optimalnumberofpiecesperorder(EOQ)DD=AnnualdemandinunitsfortheInventoryitem=AnnualdemandinunitsfortheInventoryitemSS=Setupororderingcostforeachorder=SetupororderingcostforeachorderHH=Holdingorcarryingcostperunitperyear=HoldingorcarryingcostperunitperyearAnnualsetupcostAnnualsetupcost==((NumberofordersplacedperyearNumberofordersplacedperyear))x(x(SetuporordercostperorderSetuporordercostperorder))AnnualdemandAnnualdemand

    NumberofunitsineachorderNumberofunitsineachorderSetupororderSetuporordercostperordercostperorder===(=(SS))DDQQAnnualsetupcost=SDQTheEOQModel

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    QQ=Numberofpiecesperorder=NumberofpiecesperorderQ*Q*=Optimalnumberofpiecesperorder(EOQ)=Optimalnumberofpiecesperorder(EOQ)DD=AnnualdemandinunitsfortheInventoryitem=AnnualdemandinunitsfortheInventoryitemSS=Setupororderingcostforeachorder=SetupororderingcostforeachorderHH=Holdingorcarryingcostperunitperyear=HoldingorcarryingcostperunitperyearAnnualholdingcostAnnualholdingcost==((AverageinventorylevelAverageinventorylevel))x(x(HoldingcostperunitperyearHoldingcostperunitperyear))OrderquantityOrderquantity22=(=(HoldingcostperunitperyearHoldingcostperunitperyear))=(=(HH))QQ22Annualsetupcost=SDQAnnualholdingcost=HQ2TheEOQModelQ=NumberofpiecesperorderQ*=Optimalnumberofpiecesperorder(EOQ)

    D=AnnualdemandinunitsfortheInventoryitemS=SetupororderingcostforeachorderH=HoldingorcarryingcostperunitperyearOptimalorderquantityisfoundwhenannualsetupcostequalsannualholdingcostAnnualsetupcost=SDQAnnualholdingcost=HQ2DDQQSS==HHQQ

    22SolvingforQ*SolvingforQ*2DS=Q2HQ2=2DS/HQ*=2DS/HBasicFixed-OrderQuantity(EOQ)ModelFormulaH2Q+SQD

    +DC=TCTotalAnnual=CostAnnualPurchaseCostAnnualOrderingCost

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    AnnualHoldingCost++========TC=TotalannualcostD=DemandC=CostperunitQ=OrderquantityS=CostofplacinganorderorsetupcostR=ReorderpointL=LeadtimeH=Annualholdingandstoragecost

    perunitofinventory

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    DerivingtheEOQDerivingtheEOQTheEconomicOrderingQuantity(EOQ)==Q=2DSH=2(AnnualDemand)(OrderorSetupCost)AnnualHoldingCostOPT=_Reorderpoint,R=dL_d=averagedailydemand(constant)L=Leadtime(constant)_WealsoneedareorderpointtotelluswhentoplaceanorderEOQExample-1DetermineoptimalnumberofunitstoorderD=1,000unitsS=$10perorder

    H=$.50perunitperyear========EOQExample-1a

    Determineexpectednumberofordersif:D=1,000unitsQ*=200unitsS=$10perorderH=$.50perunitperyear

    =======

    ==

    ======

    EOQExample-1bDeterminetimebetweenordersif:Determinetimebetweenordersif:DD=1,000=1,000unitsQ*unitsQ*=200=200unitsunitsSS=$10=$10perorderNperorderN=5=5ordersperyearordersperyearHH=$.50=$.50perunit/yrworkingdays=250days/yrperunit/yrworkingdays=250days/yr====

    ====EOQExample-1c

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    iinnneeecccaaarrrrrryyyiiinnngggcccooossstttiiifff:::DDD===111,,,0000

    00000uuunnniiitttsssQQQ***===222000000u

    uunnniiitttsssSSS===$$$111000pppeeer

    rrooorrrdddeeerrrNNN===555ooor

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    rrdddeeerrrssspppeeerrryyyeeeaaarrrHHH===$$$...555000pppeeerrruuunnni

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    Price-BreakModelFormulaorQuantityDiscountModelBasedonthesameassumptionsastheEOQmodel,theprice-breakmodelhasasimilarQoptformula:

    QuantityDiscountModelorPrice-BreakModel

    AnnualHoldingCost2(AnnualDemand)(OrderorSetupCost)=iC2DS=QOPTi=percentageofunitcostattributedtocarryinginventoryC=costperunitSinceCchangesforeachprice-break,theformulaabovewillhavetobeusedwitheachprice-breakcostvalue

    Price-BreakExample-2ProblemData(Part1)-

    -Acompanyhasachancetoreducetheirinventoryorderingcostsbyplacinglargerquantityordersusingtheprice-breakorderquantityschedulebelow.Whatshouldtheiroptimalorderquantitybeifthiscompanypurchasesthissingleinventoryitemwithane-mailorderingcostof$4,acarryingcostrateof2%oftheinventorycostoftheitem,andanannualdemandof10,000units?

    Price-BreakExample-2Solution(Part2)units1,826=0.02(1.20)

    4)2(10,000)(=iC2DS=QOPTAnnualDemand(D)=10,000unitsCosttoplaceanorder(S)=$4First,plugdataintoformulaforeachprice-breakvalueofCunits2,000=0.02(1.00)4)2(10,000)(=iC

    2DS=QOPTunits2,020=0.02(0.98)4)2(10,000)(=iC2DS=QOPTCarryingcost%oftotalcost(i)=2%

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    Costperunit(C)=$1.20,$1.00,$0.98Intervalfrom0to2499,theQoptvalueisfeasibleIntervalfrom2500-3999,theQoptvalueisnotfeasibleIntervalfrom4000&more,theQoptvalueisnotfeasibleNext,determineifthecomputedQoptvaluesarefeasibleornotOrderQuantityunits)Price/unit($)0to2,499$1.202,500to3,999$1.004,000ormore$0.98

    Price-BreakExample-3Solution(Part3)--Sincethefeasiblesolutionoccurredinthefirstprice-break,itmeansthatalltheothertrueQoptvaluesoccuratthebeginningsofeachprice-breakinterval.Why?Totalannualcosts-Sothecandidates

    fortheprice-breaksare1826,2500,and4000unitsBecausethetotalannualcostfunctionisaushapedfunctionPrice-BreakExample-3Solution(Part4)

    -Next,weplugthetrueQoptvaluesintothetotalcostannualcostfunctiontodeterminethetotalcostundereachprice-break

    iC2Q+SQD+DC=TC-==-==TC(0-2499)=(10000*1.20)+(10000/1826)*4+(1826/2)(0.02*1.20)=$12,043.82

    TC(2500-3999)=$10,041TC(4000&more)=$9,849.20Finally,weselecttheleastcostlyQopt,whichisthisproblemoccursinthe4000&moreinterval.Insummary,ouroptimalorderquantityis4000units0182625004000OrderQuantity

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    Price-BreakExample-3Solution(Part5)Price-BreakExample-3Solution(Part5)HowImportantistheItem?SegmentationofInventory-Notallinventoryiscreatedequally-Differentclassesofinventory-Resultindifferentlevelsofprofitability/revenue-Havedifferentdemandpatternsandmagnitudes-RequiredifferentcontrolpoliciesABCAnalysisCommonlyusedinpracticeClassifyitemsbyrevenueorvalueCombinationofusage,salesprice,etc.ABCAnalysisIdentifytheitemsthatmanagementshouldspendtimeonPrioritizeitemsbytheirvaluetofirmCreatelogicalgroupingsAdjustasneededABCAnalysisMiscellaneousSystemsandIssues

    ABCAnalysis

    .Whatisdifferentbetweentheclasses?AItems

    VeryfewhighimpactitemsareincludedRequirethemostmanagerialattentionandreviewExpectmanyexceptionstobemade

    BItems

    Manymoderateimpactitems(sometimesmost)Automatedcontrolw/managementbyexceptionRulescanbeusedforA(butusuallytoomanyexceptions)

    CItems

    ManyifnotmostoftheitemsthatmakeupminorimpactControlsystemsshouldbeassimpleaspossibleReducewastedmanagementtimeandattentionGroupintocommonregions,suppliers,endusers

    .

    Butthesearearbitraryclassifications

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    MiscellaneousSystems:BinSystemsTwo-BinSystemFullEmptyOrderOneBinofInventoryOne-BinSystemPeriodicCheckOrderEnoughtoRefillBinMiscellaneousSystems:OptionalReplenishmentSystemMActualInventoryLevel,Iq=M-IIQ=minimumacceptableorderquantityIfq>Q,orderq,otherwisedonotorderany.MiscellaneousSystems:BinSystemsTwo-BinSystemFullEmptyOrderOneBinof

    InventoryOne-BinSystemPeriodicCheckOrderEnoughtoRefillBinMiscellaneousSystems:OptionalReplenishmentSystemMActualInventoryLevel,Iq=M-IIQ=minimumacceptableorderquantityIfq>Q,orderq,otherwisedonotorderany.

    InventoryAccuracyandCycleCountingInventoryaccuracyreferstohowwelltheinventoryrecordsagreewithphysicalcountCycleCountingisaphysicalinventory-takingtechniqueinwhichinventoryiscountedonafrequentbasisratherthanonceortwiceayearSupplyChainManagementInventoryControlSafetyStock,FixedPeriodModeland

    SinglePeriodModelQuestion

    Onaverage,Isell150,000unitsayear,whichIobtainfromawholesaler.Iestimatethatthecosttomeofplacinganorderis$50withtheaverageinventorystoragecostbeing20%peryearofthecostofaunit($5).

    1.

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    Whatwouldbetheoptimalorderquantity?2.Icurrentlyorder5timesayear.HowmuchwouldIsavebyswitchingtotheoptimalorderquantityascomparedwithmycurrentpolicyofordering5timesayear?PlannedShortageswithBack-Orders

    .Shortage:whencustomerdemandcannotbemet.PlannedshortagescouldbebeneficialCostofkeepingitemismoreexpensivethantheprofitfromsellingite.g.car

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    UncertainDemandUncertainDemandUncertainDemand-SafetyStock

    .Bufferaddedtoonhandinventoryduringleadtime.Extrareservedstock.Topreventstock-outunderuncertaindemand.Safetystockwillnotnormallybeused,butitisavailableunderuncertaindemandHowmuchsafetystockshouldwehold?Judgmentonservicelevel

    ReorderLevelReorderLevel(ROL)=LTxD

    ReorderLevel(ROL)=(LTxD)+SafetyStockSafetyStockServiceLevel

    .Atargetfortheproportionofdemandthatismetdirectlyfromstock.Themaximumacceptableprobabilitythatademandcanbemetfromthestock.Forexample90%servicelevel90%chanceofmeetingdemandduringleadtimeor

    10%chanceofnotmeetingdemand(havingback-orderorlostsales)

    ProbabilisticModels

    .Sofarweassumedthatdemandisconstantanduniform..However,InProbabilisticmodels,demandisspecifiedasaprobabilitydistribution..Uncertaindemandraisesthepossibilityof

    astockout(orshortage).ProbabilisticModels

    .Onemethodofreducingstockoutsistoholdextrainventory(calledSafetyStock)..Inthiscase,wechangetheROPformulatoincludethatsafetystock(ss).

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    SafetyStockExample

    .ROP=50unitsStock-outcost=$40perunit.Ordersperyear=6Carryingcost=$5perunitperyearNumberofUnitsProbability

    300.2400.2ROP500.3600.2700.11.0ExampleofProbabilityCurve

    Demand(No.ofBuns):4005006007008009001000ProbabilityofDemand0.050.10.20.30.20.10.05

    SafetyStockExample

    .ROP=50unitsStock-outcost=$40perunit

    .Ordersperyear=6Carryingcost=$5perunitperyearAsafetystockof20unitsgivesthelowesttotalcostROP=50+20=70units

    ExampleProbabilisticDemand

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    ReorderPointforaServiceLevelUsingtheStandardNormalProbabilityTableReorderPointforaServiceLevelUsingtheStandardNormalProbabilityTableUsingtheStandardNormalProbabilityTable=ProbabilisticDemand

    Demandisvariableandleadtimeisconstant

    .Safetystock,SS:=Zstandarddeviationofleadtime=ZsLT

    =Zdlt

    .Reorderlevel:ROL=leadtimedemand+safetystock=LTD+ZsLT

    .wheres

    =standarddeviationofdemandperdayand.dlt=sLTStandarddeviationofdemandduringleadtimeProbabilisticDemand

    1.IfmeandemandLandvariationovertheleadtime,dltareknownyoucanusethisequation.

    whereX=ROPorROL2)Ifdailydemand,daily,d,dailyvariation,sandleadtimeLTisknown

    .ROP(ROL)=leadtimedemand+safetystock=(LTd)+(ZsLT)

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    .Safetystock,SS:=Zstandarddeviationofleadtime=ZsLT.wheres=standarddeviationofdemandperdayandZX-

    =L

    dlt

    .dlt=s

    LTStandarddeviationofdemandduringleadtime.=L*dLt

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    Example-3:SafetyStockMeandailydemand,D=500gm/dayLeadTime,LT=7daysStandarddeviation,=50gm/dayServicelevelrequired=98%or0.98FromnormaldistributionlevelZisdeterminedasz=2.05ROL=(LTD)+zLT=(500x7)+2.05*50*7=3771gmSafetyStock=zLT=2.05*50*7=271gmExample-3:SafetyStockMeandailydemand,D=500gm/dayLeadTime,LT=7daysStandarddeviation,=50gm/dayServicelevelrequired=98%or0.98FromnormaldistributionlevelZisdeterminedasz=2.05ROL=(LTD)+zLT=(500x7)+2.05*50*7=3771gmSafetyStock=zLT=2.05*50*7=271gmSupplyChain

    ManagementMaximumInventoryLevel,MPeriodicReviewSystemMActualInventoryLevel,Iq=M-IIExample-3:SafetyStock

    .Dailyusageatadrugstorefollowsanormaldistributionwithameanof500gmandastandarddeviationof50gm.Ifthe

    leadtimeforprocurementis7daysandthedrugstorewantsariskofonly2%determinea)reorderpointandb)safetystocknecessary

    Example:SafetyStockusingZ-Score

    .MeanDemandinleadperiod,L=3500gm.

    Standarddeviation,s=50gm/day.L=vLt=507gm.Z=2.05fromTableX-

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    Z=L

    sL

    whereXisanormalrandomvariable

    .X=3771gm.Safetystock=3771gm-3500gm=271gmInventoryControl

    PeriodicReviewSystem

    P-System:PeriodicReviewSystem

    .Inthissystem,costsarenotexplicitlyconsideredandorderquantityisnotfixed..Timeistakenintoaccountandgivenmore

    emphasis.Inventoryisperiodicallyreviewedatfixedintervalsandanydifferencebetweenthepresentandthelastreviewismadeupbyreplenishmentorder..Theorderquantityisthusequaltoreplenishmentlevelminusactualinventoryonhand.

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    P-System:PeriodicReviewSystem-2Inthissystem,weareinterestedinactualandaverageconsumptionoveraperiodoftimei.e.timebetweentworeviewsandleadtime.Orderquantitycanbecomputedasfollows:IfLRthenQ=MI-QordWhereL=LeadTimeR=ReviewPeriodM=ReplenishmentLevelinUnitsI=InventoryonhandinUnitsQ=QuantitytobeOrderedQord=Quantityonorder(inpipeline)Example:FixedPeriodInventoryControlSystem(P-System)Theaveragemonthlyconsumptionofanitemis40units,SafetyStockis20units,reviewtimeis1monthandleadtimeis15days,calculatereplenishment

    levelMSafetyStock=BRReplen.Lvl.=MLT204060123Example-Solution:P-SystemLreviewtimeBuffer/safetystock=50unitsD=100units/monthReviewTime=1monthL=2monthsM=replinsh.Lvl.=B+D(1+2)=50+100*3M=350UnitsI=B+D/2=50+50=100unitsOrderQtyQ=MI=250units

    IfQtyalreadyonorderis100units(reviewafter1mth)Q=M-I-Qord=150unitsSingle-PeriodInventoryModelDecisionunderuncertainity&riskIninventorycontrol,sometimesmanagementhastotakeriskunderuncertainity,thoughwantingtokeeptheriskfactortoaminimum.HowmanyWorldCupshirtstoproduce,whentheshirtswillbeoflittleornovalueaftertheCup.

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    HowmanysuitstostockforEidorXmasseason,profitmarginishighbuttheleftoverstockwillprobablybeofnovalueSingle-periodinventorymodelAppliesinthesecasesP-System:PeriodicReviewSystem-2Inthissystem,weareinterestedinactualandaverageconsumptionoveraperiodoftimei.e.timebetweentworeviewsandleadtime.Orderquantitycanbecomputedasfollows:IfLRthenQ=MI-QordWhereL=LeadTimeR=ReviewPeriodM=ReplenishmentLevelinUnitsI=InventoryonhandinUnitsQ=QuantitytobeOrderedQord=Quantityonorder(inpipeline)Example:FixedPeriodInventoryControlSystem(P-System)Theaveragemonthlyconsumptionofanitemis40units,SafetyStockis20units,reviewtimeis1monthand

    leadtimeis15days,calculatereplenishmentlevelMSafetyStock=BRReplen.Lvl.=MLT204060123Example-Solution:P-System

    LreviewtimeBuffer/safetystock=50unitsD=100units/monthReviewTime=1monthL=2monthsM=replinsh.Lvl.=B+D(1+2)=50+100*3

    M=350UnitsI=B+D/2=50+50=100unitsOrderQtyQ=MI=250unitsIfQtyalreadyonorderis100units(reviewafter1mth)Q=M-I-Qord=150unitsSingle-PeriodInventoryModelDecisionunderuncertainity&riskIninventorycontrol,sometimesmanagementhastotakeriskunderuncertainity,thoughwantingtokeeptherisk

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    factortoaminimum.HowmanyWorldCupshirtstoproduce,whentheshirtswillbeoflittleornovalueaftertheCup.HowmanysuitstostockforEidorXmasseason,profitmarginishighbuttheleftoverstockwillprobablybeofnovalueSingle-periodinventorymodelAppliesinthesecases

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    Single-PeriodInventoryModelThismodelstatesthatweshouldstockuptothepointwhereincrementalgain(IG)isequaltoincrementalloss(IL)=IGistheprofitperitemtimestheprobabilityofsellingxitemsIG=m.P(x)=IListhecostperitemtimestheprobabilitythatxitemswillnotbesoldIL=C.[1-P(x)].EquatingIG&ILandsolvingtheequationweget:===m=marginofprofititemP(x)=probabilityofsellingtheitem

    C=Costoftheitem=P(x)=Cm+CSingle-PeriodInventoryModelThismodelstatesthatweshouldstockuptothepointwhereincrementalgain(IG)isequaltoincrementalloss(IL)=IGistheprofitperitemtimestheprobabilityofsellingxitemsIG=m.P(x)

    =IListhecostperitemtimestheprobabilitythatxitemswillnotbesoldIL=C.[1-P(x)].EquatingIG&ILandsolvingtheequationweget:===m=marginofprofititemP(x)=probabilityofsellingtheitem

    C=Costoftheitem=P(x)=Cm+CSinglePeriodModelExample-4

    .Ourcollegebasketballteamisplayinginatournamentgamethisweekend.Basedonourpastexperiencewesellonaverage2,400shirtswithastandarddeviationof350.Wemake$10onevery

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    shirtwesellatthegame,butlose$5oneveryshirtnotsold.Howmanyshirtsshouldwemakeforthegame?Cu=$10andCo=$5;P=$10/($10+$5)=.667

    =.432thereforeweneed2,400+.432(350)=2,551shirts

    Z.667

    Single-PeriodInventoryModeluouCCCP+Thismodelstatesthatweshouldcontinuetoincreasethesizeoftheinventorysolongastheprobabilityofsellingthelastunitaddedisequaltoorgreaterthanthe

    ratioof:Cu/Co+CuWhere:Co=CostperunitofdemandoverestimatedCu=CostperunitofdemandunderestimatedP=Probabilitythattheunitwillbesold

    Example-5(Solution)uouCC

    CP+soldbeunitwillythattheProbabilitestimatedunderdemandofunitperCostCestimatedoverdemandofunitperCostC:Whereuo===PCo=Rs1.5[(Cost)Lossifdemandisoverestimated]Cu=Rs2.5[(Cost)ProfitLossifdemandisunderestimated]P[2.5/(2.5+1.5)]

    P0.625Probabilityofmeetingdemandis0.65at700buns.Thebakershouldmake700buns.Example-6

    .AhmedJuicesmakesavarietyofjuicesforon-thecountersales.Ahmedusesice,whichhegratesinmakingthesedrinks.IceissuppliedtoAhmedinlarge

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    blocks,eachcostingRs10.Iceblocksnotusedduringadaygetswastedastheicemeltsandcannotbeusedthenextday.IfAhmedisshortoficeblocksonanyday,hebuysthemfromelsewhere,butatapremiumofRs5perblock.Eachblockoficecanbeusedfor20glassesofjuice.Theprobabilitydistributionforthedemandoficeblocksisasfollows.WhatistheleastcoststockingpolicyforAhmedJuices?.xiceblocks:202122232425262728.pProbability00.050.100.200.250.200.150.050Theend

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