Baixe o app para aproveitar ainda mais
Leia os materiais offline, sem usar a internet. Além de vários outros recursos!
ApContrDemInd-11-2
Esta é uma pré-visualização de arquivo. Entre para ver o arquivo original
* DEI - PUC/Rio * * DEI - PUC/Rio * Controle de estoques sob demanda independente Leonardo Junqueira Lustosa Rodrigo Jorge de Oliveira DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * Demanda independente: Políticas de controle t I Controle (s, Q) Pedido Pedido DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * ljl Demanda independente: Políticas de controle Controle (s, Q) aspecto real t I Q s Pedido Pedido DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * ljl Demanda independente: Políticas de controle Controle (s, Q), demanda lisa t I Q s Pedido Pedido DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * Demanda independente: Políticas de controle Tempo de reposição maior do que o tempo de ciclo Q TR TR TR estoque em mãos posição de estoque Q colocação de pedido t I s Note que: (a) s é a demanda durante o TR e (b) quando se coloca um pedido, já há outro pedido ainda por ser recebido. TR Posição de estoque = em mão + encomendas por chegar (- empenhos) DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * Demanda independente: Políticas de controle I T’ T T’’ TR TR TR Q s s+Q Controle (s, S) aspecto real DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * Demanda independente: Políticas de controle Controle (R, S) aspecto real TR TR R R R DTR Q S I t tamanho do pedido DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * Se ponto s = demanda média durante o TR a probabilidade de faltar num ciclo será grande. Igual a 0,5 se a densidade de probab. for simétrica. Determinação do estoque de segurança q DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * Determinação do estoque de segurança TR q Densidade de probabilidade da demanda durante o TR μDTR 0 s 0 Adicionamos um estoque de segurança ss para aumentar o ponto de pedido s e, assim, diminuir a probabilidade de faltar. ss Probabilidade de faltar ficou muito menor DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * Determinação do estoque de segurança: Exemplo Item com demanda normal com média 250 unids. e desvio padrão 22 unids. Deseja-se que num ciclo a probabilidade de não haver falta seja 85% Qual o estoque de segurança? Qual o ponto de pedido? DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * s : ponto de pedido Determinação do estoque de segurança DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * Estoque de segurança Determinação do estoque de segurança DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * Estoque de segurança ss = zsTR = 2,33(22) = 51,3 51 caixas Determinação do estoque de segurança DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * Determinação do estoque de segurança Estoque de segurança ss = zσTR = 2,33(22) = 51,3 51 caixas Ponto de pedido s = 250 + 51 = 301 caixas *DMDTE: demanda média durante o tempo de reposição DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * Distribuição da demanda no tempo de reposição (dada a distribuição em outro período, supondo independência probabilística no tempo) DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * Distribuição da demanda no tempo de reposição para o alimentador de pássaros t = 1 semana D = 18 TR = 2 Estoque de segurança = zsTR = 1,28(7,1) = 9,1, ou 9 unidades Recolocação de pedidos = d TR + estoque de segurança = 2(18) + 9 = 45 unidades Distribuições do tempo de reposição DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * Distribuições do tempo de reposição Distribuição do tempo de reposição para o alimentador de pássaros t = 1 semana D = 18 TR = 2 Recolocação de pedidos = 2(18) + 9 = 45 unidades DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * Distribuições do tempo de reposição Distribuição da demanda no tempo de reposição para o alimentador de pássaros t = 1 semana D = 18 TR = 2 Recolocação de pedidos = 2(18) + 9 = 45 unidades C = $562,50 + $561,60 + $135 = $1.259,10 DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * Sistemas de revisão periódica Exemplo 10.4 Tempo Estoque disponível PE1 PE3 PE2 Pedido recebido Pedido Recebido Posição de estoque (PE) Em mão Em mão Pedido feito Pedido feito Q1 Q2 Q3 S Pedido recebido DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * Sistemas de revisão periódica S = demanda média durante intervalo de proteção + estoque de segurança = d (T + TR) + ss = (18 unidades/semana)(16 semanas) + 15 unidades) = =123 unidades D = (18 unidades/semana)(52 semanas) = 936 unidades EOQ = 75 unidades t = 5 unidades TR = 2 semanas Prob. de falta num ciclo = 10% ss = z0,9 σT+TR = 1,28 (12) = = 15 unidades DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * Sistemas de revisão periódica Exemplo 10.4 Tempo Estoque disponível PE1 PE3 PE2 Pedido recebido Pedido recebido Posição de estoque (PE) Em mão Em mão Pedido feito Pedido feito Q1 Q2 Q3 S Pedido recebido ss = zσT+TR = 1,28 12 = 15 Alimentador de pássaros — Calculando custo relevante total Canual = $540 + $585 + $225 = $1.350/ano T = 4 semanas Canual = c. de manter estoque de ciclo + c. de encomendar + + c. manter est. de segurança = (T D/2) H + (1/T) A + ss H H = $15 por unidade por ano D= 936 unids./ano DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * Análise ABC Porcentagem dos itens Porcentagem do valor em dólares 100 — 90 — 80 — 70 — 60 — 50 — 40 — 30 — 20 — 10 — 0 — Classe C Classe A Classe B DEI - PUC/Rio * DEI - PUC/Rio * * DEI - PUC/Rio * A B C Demanda independente: Classificação ABC Curva ABC para produtos de uma fábrica de bolsas 20% dos itens são responsáveis por 80% do valor das vendas DEI - PUC/Rio Gráfico1 5.3561369713 10.1947207929 14.0985467545 17.0554280529 19.6887731605 22.1631885251 24.1985970671 25.8250324067 27.4276222506 29.0145918855 30.5154901354 31.9893159798 33.4350466638 34.8482074528 36.0324296604 37.2108436104 38.3863594138 39.5491783674 40.6762353268 41.7947467626 42.7676706878 43.7056534822 44.6142693891 45.5136516685 46.3491304076 47.1779400936 47.9999795284 48.8013819045 49.6062310693 50.3619920515 51.11271179 51.8533761715 52.6003808394 53.2953376815 53.9785973009 54.6634323577 55.3306379519 55.9788925642 56.6095525126 57.2330193246 57.8326938448 58.4182694646 58.98854479 59.5546290181 60.1099464408 60.6344683259 61.1460149403 61.6474275972 62.1132450269 62.5800531424 63.04578047 63.5059776606 63.9546996676 64.4056445814 64.8477556994 65.2731589287 65.6803868092 66.0775151283 66.4668503901 66.8405691154 67.2142834553 67.594929759 67.9643908063 68.3334504171 68.7000013781 69.0691020984 69.429389621 69.7752625991 70.1258937598 70.4666361438 70.7997021064 71.1026346815 71.4055677998 71.7038357349 71.9853402464 72.2532604332 72.509528702 72.7723094135 73.0337901651 73.2783647644 73.5276179173 73.7649456107 74.0023364211 74.2395988034 74.4755686136 74.7171874269 74.9576662009 75.1918191133 75.419684664 75.6393719264 75.8600892773 76.0773051536 76.2965398584 76.5126891775 76.7272649613 76.938151149 77.1435133245 77.3375526608 77.5399872246 77.7419516174 77.9363663671 78.1357369105 78.3359565422 78.5350731302 78.7311974915 78.9206630171 79.11370294 79.3008987507 79.4930696152 79.6852425105 79.8673609773 80.0449359267 80.2206276772 80.4014228046 80.5824816447 80.7534642227 80.9254757513 81.0928117322 81.2615932673 81.4271628519 81.5981659859 81.7620588389 81.9258808258 82.0937276901 82.2598949249 82.4304215458 82.5944783688 82.7486501865 82.9021855597 83.065198729 83.2096483598 83.3615849391 83.5128442866 83.663009173 83.8144711523 83.9646838622 84.1158210271 84.2660305032 84.4154085805 84.5596191439 84.7036758011 84.8562190415 85.0054965251 85.1417763338 85.2778908083 85.4202573976 85.5546447884 85.6953226251 85.8344707026 85.9678749439 86.0921570042 86.2257332356 86.3569124906 86.4854003295 86.6029154883 86.7264452105 86.8487180357 86.9715914864 87.0946676253 87.2137727025 87.3295243563 87.4485604665 87.5659830225 87.6876789099 87.8028575661 87.9174348052 88.0366092746 88.1571017968 88.2612906146 88.3738211182 88.4832988106 88.5908262889 88.6975277871 88.8068521521 88.9147695954 89.0273279708 89.1399988236 89.2451032485 89.3496010584 89.4547433438 89.5392778137 89.6254240739 89.7140753348 89.8052815803 89.8945585474 89.9794090884 90.0684899088 90.1613029592 90.2505383425 90.3374110767 90.4259076411 90.5150305801 90.6026853005 90.6772475184 90.7553976506 90.838785904 90.9212939251 91.0007644877 91.0759724459 91.1563892155 91.2325880042 91.3125008527 91.3870938473 91.4647979996 91.5402022955 91.6153589284 91.6990299439 91.7678061946 91.8350444252 91.9046519117 91.977493526 92.0424605078 92.1121787497 92.1782206604 92.2434924177 92.3123085422 92.3769085527 92.4482375911 92.5129081151 92.5851545826 92.6494555838 92.7158787778 92.785286609 92.8468686571 92.9022183637 92.9574035013 93.0183273453 93.081283135 93.1436658702 93.1982092232 93.2613272794 93.320104492 93.3776777191 93.4351632562 93.489375187 93.5526357612 93.6104375275 93.6696520361 93.7317553963 93.787010461 93.8496887159 93.9072582674 93.969797261 94.0321544981 94.0931910773 94.1523723138 94.2117508972 94.2709492747 94.3160859293 94.3668305606 94.417621583 94.4703991696 94.5145087984 94.5677031774 94.6179853361 94.6670361628 94.7164676808 94.7666343968 94.8145814545 94.8591732306 94.9096245572 94.9564617773 95.006870567 95.0551811561 95.1043824795 95.156600898 95.1986689263 95.2356631178 95.2729714245 95.3124485852 95.3543523999 95.3914137776 95.4336930718 95.4707259774 95.5132577888 95.5481351351 95.5833803 95.623398947 95.6651511011 95.7078880565 95.7422328914 95.7801701922 95.8241082661 95.8591741275 95.8984657427 95.9347519843 95.9708872223 96.0075621049 96.0484107519 96.0877721952 96.1307094978 96.168541778 96.2062401508 96.24783628 96.2894613164 96.3301373689 96.3714721172 96.4154054459 96.4497687307 96.4897496136 96.5293940355 96.5582452249 96.5908841352 96.6230815209 96.6495635578 96.6831807423 96.7093442189 96.7422150111 96.7687378456 96.7929537513 96.819968526 96.84941511 96.8741903196 96.9037446075 96.9318494279 96.9626890564 96.9902441655 97.0143023512 97.0448045348 97.0763337466 97.1016620651 97.1273115117 97.1532308209 97.1847473473 97.2089698708 97.2395871307 97.2697824778 97.2956187554 97.3223007351 97.3546482119 97.3833795258 97.4114506609 97.4412109662 97.4738296045 97.5014072957 97.5345684264 97.5626797234 97.5899056676 97.6151317253 97.6448184286 97.6714702536 97.6970546685 97.7242050066 97.7529103357 97.78256481 97.8155846187 97.8402950256 97.8711791105 97.8902218526 97.9065274152 97.9251108875 97.9444489944 97.965053416 97.987134671 98.0081970622 98.027998031 98.0493684065 98.068883085 98.0885972701 98.1076658722 98.1264636417 98.1454142505 98.1654006428 98.187815913 98.2092414502 98.2304984527 98.251576412 98.2742721248 98.2949234229 98.3173786444 98.3361661428 98.3542438927 98.3768824394 98.396106506 98.4167216565 98.439170755 98.4578236629 98.4790885897 98.4979920129 98.5195674351 98.5378455445 98.5582152007 98.5796652017 98.6011817396 98.6211567124 98.6414210477 98.6635144547 98.6839217106 98.7046384985 98.7252691143 98.7446031154 98.7648851098 98.785408653 98.8081833466 98.8295052836 98.8483051865 98.868208254 98.8872906269 98.9063316678 98.9244508518 98.9440135867 98.9656896294 98.9871620525 99.0088859535 99.0303744844 99.0502929594 99.0706924216 99.079975497 99.0897634079 99.1008742522 99.1111802776 99.1206936088 99.1318238474 99.1426013248 99.1522450455 99.16393009 99.1734574202 99.1820709978 99.1933879109 99.2041621439 99.2152763111 99.2248833632 99.2364464362 99.2480908103 99.258192925 99.2684328574 99.2788459958 99.2903163936 99.3017975373 99.3121477135 99.3219321332 99.332089146 99.3414830012 99.352573444 99.3625159404 99.3718113071 99.3823115817 99.3928799404 99.4021016626 99.412673487 99.4225988103 99.4332364227 99.4425987105 99.4536645649 99.4654583073 99.475840992 99.4848913026 99.4953629925 99.5052004952 99.516685261 99.5259418152 99.5352651788 99.5440563021 99.5557161422 99.5643769555 99.5729286733 99.5833867434 99.592798278 99.6041835905 99.6133757125 99.6232439457 99.633199602 99.6417377468 99.6522284812 99.6624354752 99.6726946114 99.6817093725 99.6930491747 99.7019508736 99.7129071309 99.721681131 99.7318406806 99.7428150506 99.7528070164 99.7646080913 99.773668754 99.7824744663 99.794079893 99.8050136023 99.8156769903 99.8248481558 99.8355684343 99.8467946486 99.8568166877 99.8673007066 99.8782215388 99.8890855641 99.8987152505 99.9092366621 99.9207242536 99.9310650808 99.9423665855 99.9518150969 99.9630166845 99.9657241979 99.9715973874 99.9728985991 99.9744422565 99.9757586861 99.9804707195 99.9814757419 99.98262646 99.9845332608 99.9852612979 99.9860184781 99.9863228945 99.9867012747 99.9868102555 99.9876144337 99.9898620277 99.991510712 99.9937678095 99.9962500886 99.9977414405 99.9998373524 100.0018155627 100.002847348 100.0040397191 Percentual do Valor Total % do total de itens % do valor total das vendas Curva ABC de Valor das Vendas Plan1 Ref. % fato. % + aleat # Ref. %ValVen % CumIt % CumFat. 182P 5.4 5.353396966 1 182P 5.3561369713 0.1930501931 5.3561369713 703P 4.88 4.8331052774 2 703P 4.8385838217 0.3861003861 10.1947207929 182C 3.95 3.9007632551 3 182C 3.9038259615 0.5791505792 14.0985467545 762P 3 2.9566292489 4 762P 2.9568812984 0.7722007722 17.0554280529 703C 2.68 2.6381394718 5 703C 2.6333451076 0.9652509653 19.6887731605 773P 2.52 2.4799631742 6 773P 2.4744153646 1.1583011583 22.1631885251 706P 2.08 2.0341873533 7 706P 2.035408542 1.3513513514 24.1985970671 769P 1.65 1.6278570864 8 769P 1.6264353396 1.5444015444 25.8250324067 773C 1.62 1.6013711909 9 773C 1.6025898438 1.7374517375 27.4276222506 129P 1.61 1.5853768937 10 129P 1.586969635 1.9305019305 29.0145918855 989P 1.52 1.4970118624 11 989P 1.5008982499 2.1235521236 30.5154901354 761P 1.49 1.4681234615 12 761P 1.4738258444 2.3166023166 31.9893159798 762C 1.47 1.4517640544 13 762C 1.445730684 2.5096525097 33.4350466638 706C 1.43 1.4129260418 14 706C 1.413160789 2.7027027027 34.8482074528 132AP 1.2 1.1786513494 15 132AP 1.1842222076 2.8957528958 36.0324296604 302P 1.2 1.1806694926 16 302P 1.17841395 3.0888030888 37.2108436104 769C 1.2 1.1780658526 17 769C 1.1755158035 3.2818532819 38.3863594138 792P 1.18 1.1623037195 18 792P 1.1628189536 3.4749034749 39.5491783674 1044P 1.15 1.1269124258 19 1044P 1.1270569594 3.667953668 40.6762353268 129C 1.14 1.1172416904 20 129C 1.1185114358 3.861003861 41.7947467626 711P 0.99 0.9719333178 21 711P 0.9729239252 4.0540540541 42.7676706878 990P 0.96 0.9377694849 22 990P 0.9379827944 4.2471042471 43.7056534822 132AC 0.92 0.9154157774 23 132AC 0.9086159069 4.4401544402 44.6142693891 1805C 0.91 0.897561977 24 1805C 0.8993822793 4.6332046332 45.5136516685 761C 0.84 0.8278163451 25 761C 0.8354787391 4.8262548263 46.3491304076 963P 0.84 0.8330465007 26 963P 0.828809686 5.0193050193 47.1779400936 101P 0.83 0.8210014978 27 101P 0.8220394348 5.2123552124 47.9999795284 1519P 0.81 0.7987426577 28 1519P 0.8014023761 5.4054054054 48.8013819045 787P 0.81 0.8060796304 29 787P 0.8048491648 5.5984555985 49.6062310693 792C 0.76 0.7556921906 30 792C 0.7557609822 5.7915057915 50.3619920515 990C 0.76 0.7520209305 31 990C 0.7507197384 5.9845559846 51.11271179 711C 0.75 0.7380457858 32 711C 0.7406643816 6.1776061776 51.8533761715 945P 0.75 0.7427139916 33 945P 0.7470046679 6.3706563707 52.6003808394 989C 0.7 0.6949789907 34 989C 0.6949568421 6.5637065637 53.2953376815 151P 0.69 0.6829517523 35 151P 0.6832596194 6.7567567568 53.9785973009 719P 0.69 0.6847440585 36 719P 0.6848350567 6.9498069498 54.6634323577 718P 0.67 0.6580348356 37 718P 0.6672055943 7.1428571429 55.3306379519 1002P 0.66 0.6561270145 38 1002P 0.6482546122 7.3359073359 55.9788925642 780P 0.64 0.6318802159 39 780P 0.6306599484 7.528957529 56.6095525126 787C 0.63 0.617610067 40 787C 0.6234668121 7.722007722 57.2330193246 945C 0.61 0.6029537289 41 945C 0.5996745201 7.9150579151 57.8326938448 1002C 0.59 0.5855786783 42 1002C 0.5855756198 8.1081081081 58.4182694646 904P 0.58 0.5708517961 43 904P 0.5702753254 8.3011583012 58.98854479 302C 0.57 0.560296083 44 302C 0.5660842281 8.4942084942 59.5546290181 1044C 0.56 0.5510372216 45 1044C 0.5553174227 8.6872586873 60.1099464408 26P 0.53 0.5186666909 46 26P 0.5245218851 8.8803088803 60.6344683259 764P 0.52 0.513672955 47 764P 0.5115466143 9.0733590734 61.1460149403 23C 0.51 0.5004408723 48 23C 0.501412657 9.2664092664 61.6474275972 151C 0.47 0.4652647993 49 151C 0.4658174296 9.4594594595 62.1132450269 702C 0.47 0.4686209758 50 702C 0.4668081155 9.6525096525 62.5800531424 702P 0.47 0.4635066545 51 702P 0.4657273276 9.8455598456 63.04578047 780C 0.46 0.4570456952 52 780C 0.4601971906 10.0386100386 63.5059776606 101RW 0.45 0.4518536914 53 101RW 0.4487220071 10.2316602317 63.9546996676 718C 0.45 0.4515580528 54 718C 0.4509449137 10.4247104247 64.4056445814 963C 0.44 0.4360875637 55 963C 0.442111118 10.6177606178 64.8477556994 1042P 0.43 0.4328063817 56 1042P 0.4254032293 10.8108108108 65.2731589287 904C 0.41 0.406474013 57 904C 0.4072278806 11.0038610039 65.6803868092 707P 0.4 0.3951641599 58 707P 0.3971283191 11.1969111969 66.0775151283 1505C 0.39 0.3854558579 59 1505C 0.3893352617 11.38996139 66.4668503901 23P 0.38 0.3812718572 60 23P 0.3737187253 11.583011583 66.8405691154 709P 0.38 0.3806984628 61 709P 0.37371434 11.7760617761 67.2142834553 763P 0.38 0.3766404744 62 763P 0.3806463036 11.9691119691 67.594929759 100P 0.37 0.3719374003 63 100P 0.3694610474 12.1621621622 67.9643908063 133P 0.37 0.3718816139 64 133P 0.3690596108 12.3552123552 68.3334504171 721P 0.37 0.3662517572 65 721P 0.3665509609 12.5482625483 68.7000013781 764C 0.37 0.3664695024 66 764C 0.3691007203 12.7413127413 69.0691020984 944P 0.36 0.3613227021 67 944P 0.3602875226 12.9343629344 69.429389621 1041P 0.35 0.3525139047 68 1041P 0.3458729781 13.1274131274 69.7752625991 960P 0.35 0.3441966058 69 960P 0.3506311607 13.3204633205 70.1258937598 719C 0.34 0.3373428878 70 719C 0.3407423839 13.5135135135 70.4666361438 100C 0.33 0.3287861622 71 100C 0.3330659627 13.7065637066 70.7997021064 110C 0.3 0.2963013538 72 110C 0.3029325751 13.8996138996 71.1026346815 719RW 0.3 0.2955018007 73 719RW 0.3029331183 14.0926640927 71.4055677998 776P 0.3 0.2991321864 74 776P 0.2982679352 14.2857142857 71.7038357349 22P 0.28 0.2764594526 75 22P 0.2815045114 14.4787644788 71.9853402464 856P 0.27 0.2638326132 76 856P 0.2679201868 14.6718146718 72.2532604332 35P 0.26 0.2561801593 77 35P 0.2562682688 14.8648648649 72.509528702 718SD 0.26 0.2562119321 78 718SD 0.2627807115 15.0579150579 72.7723094135 944C 0.26 0.2535240494 79 944C 0.2614807516 15.250965251 73.0337901651 110P 0.25 0.2532365358 80 110P 0.2445745993 15.444015444 73.2783647644 776C 0.25 0.2515573021 81 776C 0.2492531529 15.6370656371 73.5276179173 101C 0.24 0.2337445967 82 101C 0.2373276935 15.8301158301 73.7649456107 111C 0.24 0.23653004 83 111C 0.2373908104 16.0231660232 74.0023364211 132C 0.24 0.2417666106 84 132C 0.2372623823 16.2162162162 74.2395988034 22C 0.24 0.2382981679 85 22C 0.2359698102 16.4092664093 74.4755686136 403C 0.24 0.2412138166 86 403C 0.2416188133 16.6023166023 74.7171874269 720P 0.24 0.2356209938 87 720P 0.240478774 16.7953667954 74.9576662009 960C 0.24 0.2414043323 88 960C 0.2341529124 16.9884169884 75.1918191133 133C 0.23 0.2313943956 89 133C 0.2278655508 17.1814671815 75.419684664 1008P 0.22 0.2159575822 90 1008P 0.2196872624 17.3745173745 75.6393719264 1041C 0.22 0.2175490058 91 1041C 0.2207173508 17.5675675676 75.8600892773 703SD 0.22 0.2190352366 92 703SD 0.2172158763 17.7606177606 76.0773051536 707C 0.22 0.2164948256 93 707C 0.2192347048 17.9536679537 76.2965398584 721C 0.22 0.2160386523 94 721C 0.2161493191 18.1467181467 76.5126891775 763C 0.22 0.2209442149 95 763C 0.2145757838 18.3397683398 76.7272649613 1089P 0.21 0.2105761473 96 1089P 0.2108861876 18.5328185328 76.938151149 708P 0.21 0.2090814552 97 708P 0.2053621755 18.7258687259 77.1435133245 1008C 0.2 0.1997721582 98 1008C 0.1940393362 18.9189189189 77.3375526608 1042C 0.2 0.2009043841 99 1042C 0.2024345638 19.111969112 77.5399872246 1082C 0.2 0.2016780093 100 1082C 0.2019643928 19.305019305 77.7419516174 1091P 0.2 0.1967352279 101 1091P 0.1944147497 19.4980694981 77.9363663671 1091RW 0.2 0.1973865925 102 1091RW 0.1993705434 19.6911196911 78.1357369105 130P 0.2 0.1946009514 103 130P 0.2002196317 19.8841698842 78.3359565422 718RW 0.2 0.1988113029 104 718RW 0.199116588 20.0772200772 78.5350731302 723P 0.2 0.1986831287 105 723P 0.1961243613 20.2702702703 78.7311974915 1082P 0.19 0.1906796936 106 1082P 0.1894655256 20.4633204633 78.9206630171 1503C 0.19 0.19209681 107 1503C 0.1930399229 20.6563706564 79.11370294 35C 0.19 0.1851749517 108 35C 0.1871958108 20.8494208494 79.3008987507 724P 0.19 0.1909888637 109 724P 0.1921708644 21.0424710425 79.4930696152 943P 0.19 0.1901432655 110 943P 0.1921728953 21.2355212355 79.6852425105 1031C 0.18 0.1827757225 111 1031C 0.1821184667 21.4285714286 79.8673609773 1809C 0.18 0.1740061811 112 1809C 0.1775749494 21.6216216216 80.0449359267 26C 0.18 0.1828107285 113 26C 0.1756917505 21.8146718147 80.2206276772 722P 0.18 0.1809653822 114 722P 0.1807951273 22.0077220077 80.4014228046 969P 0.18 0.1781769735 115 969P 0.1810588402 22.2007722008 80.5824816447 1031P 0.17 0.1668726582 116 1031P 0.170982578 22.3938223938 80.7534642227 177P 0.17 0.1642739028 117 177P 0.1720115286 22.5868725869 80.9254757513 1809P 0.17 0.1714427212 118 1809P 0.1673359809 22.7799227799 81.0928117322 182SD 0.17 0.1734389982 119 182SD 0.1687815351 22.972972973 81.2615932673 5001M 0.17 0.1720934767 120 5001M 0.1655695845 23.166023166 81.4271628519 709SD 0.17 0.1709664871 121 709SD 0.1710031341 23.3590733591 81.5981659859 710P 0.17 0.1656061327 122 710P 0.1638928529 23.5521235521 81.7620588389 718TN 0.17 0.1648758122 123 718TN 0.1638219869 23.7451737452 81.9258808258 723C 0.17 0.1651330536 124 723C 0.1678468643 23.9382239382 82.0937276901 957P 0.17 0.1715778134 125 957P 0.1661672348 24.1312741313 82.2598949249 987C 0.17 0.1640021219 126 987C 0.1705266209 24.3243243243 82.4304215458 987P 0.17 0.1635012551 127 987P 0.164056823 24.5173745174 82.5944783688 1042RW 0.16 0.1600074287 128 1042RW 0.1541718177 24.7104247104 82.7486501865 719SD 0.16 0.1560767585 129 719SD 0.1535353732 24.9034749035 82.9021855597 964C 0.16 0.155334213 130 964C 0.1630131694 25.0965250965 83.065198729 1005P 0.15 0.1485655376 131 1005P 0.1444496307 25.2895752896 83.2096483598 1016P 0.15 0.1528678184 132 1016P 0.1519365794 25.4826254826 83.3615849391 1070C 0.15 0.1524535618 133 1070C 0.1512593475 25.6756756757 83.5128442866 1070P 0.15 0.1470199298 134 1070P 0.1501648863 25.8687258687 83.663009173 1089C 0.15 0.1475850536 135 1089C 0.1514619794 26.0617760618 83.8144711523 1511P 0.15 0.1473774853 136 1511P 0.1502127099 26.2548262548 83.9646838622 725C 0.15 0.1506809729 137 725C 0.1511371649 26.4478764479 84.1158210271 782P 0.15 0.1472935532 138 782P 0.1502094761 26.6409266409 84.2660305032 788P 0.15 0.1460499738 139 788P 0.1493780773 26.833976834 84.4154085805 791P 0.15 0.1467185445 140 791P 0.1442105634 27.027027027 84.5596191439 942P 0.15 0.1458699444 141 942P 0.1440566572 27.2200772201 84.7036758011 967P 0.15 0.1474677902 142 967P 0.1525432404 27.4131274131 84.8562190415 969C 0.15 0.1527536684 143 969C 0.1492774836 27.6061776062 85.0054965251 152C 0.14 0.1386253188 144 152C 0.1362798087 27.7992277992 85.1417763338 25PP 0.14 0.1391171595 145 25PP 0.1361144744 27.9922779923 85.2778908083 770C 0.14 0.1355744513 146 770C 0.1423665894 28.1853281853 85.4202573976 791C 0.14 0.1370034825 147 791C 0.1343873908 28.3783783784 85.5546447884 792SD 0.14 0.1365164678 148 792SD 0.1406778368 28.5714285714 85.6953226251 982P 0.14 0.1391693687 149 982P 0.1391480775 28.7644787645 85.8344707026 720C 0.13 0.1274074556 150 720C 0.1334042413 28.9575289575 85.9678749439 726C 0.13 0.1248534905 151 726C 0.1242820603 29.1505791506 86.0921570042 770P 0.13 0.1269886108 152 770P 0.1335762314 29.3436293436 86.2257332356 782C 0.13 0.1334403421 153 782C 0.131179255 29.5366795367 86.3569124906 967C 0.13 0.1258852705 154 967C 0.1284878389 29.7297297297 86.4854003295 130C 0.12 0.1167218041 155 130C 0.1175151588 29.9227799228 86.6029154883 1518C 0.12 0.1169442904 156 1518C 0.1235297222 30.1158301158 86.7264452105 1600P 0.12 0.1196650442 157 1600P 0.1222728252 30.3088803089 86.8487180357 181P 0.12 0.1144088048 158 181P 0.1228734507 30.5019305019 86.9715914864 403P 0.12 0.1238169806 159 403P 0.1230761389 30.694980695 87.0946676253 708C 0.12 0.1211716044 160 708C 0.1191050772 30.888030888 87.2137727025 709C 0.12 0.1216205369 161 709C 0.1157516538 31.0810810811 87.3295243563 710C 0.12 0.1229478538 162 710C 0.1190361102 31.2741312741 87.4485604665 723PN 0.12 0.1156197414 163 723PN 0.117422556 31.4671814672 87.5659830225 725P 0.12 0.1194605512 164 725P 0.1216958873 31.6602316602 87.6876789099 762SD 0.12 0.1150046984 165 762SD 0.1151786562 31.8532818533 87.8028575661 856IC 0.12 0.1203597701 166 856IC 0.1145772391 32.0463320463 87.9174348052 964P 0.12 0.115447041 167 964P 0.1191744694 32.2393822394 88.0366092746 982C 0.12 0.1171198143 168 982C 0.1204925223 32.4324324324 88.1571017968 1005C 0.11 0.1048497136 169 1005C 0.1041888178 32.6254826255 88.2612906146 1016SD 0.11 0.1071557606 170 1016SD 0.1125305036 32.8185328185 88.3738211182 1062P 0.11 0.1091260428 171 1062P 0.1094776924 33.0115830116 88.4832988106 107C 0.11 0.1104303872 172 107C 0.1075274783 33.2046332046 88.5908262889 107P 0.11 0.1050269301 173 107P 0.1067014982 33.3976833977 88.6975277871 1090P 0.11 0.1118999431 174 1090P 0.109324365 33.5907335907 88.8068521521 25PC 0.11 0.1097292074 175 25PC 0.1079174433 33.7837837838 88.9147695954 715C 0.11 0.1080423022 176 715C 0.1125583753 33.9768339768 89.0273279708 715P 0.11 0.1089497797 177 715P 0.1126708528 34.1698841699 89.1399988236 723SD 0.11 0.1048901509 178 723SD 0.105104425 34.3629343629 89.2451032485 957C 0.11 0.1137174737 179 957C 0.1044978099 34.555984556 89.3496010584 968P 0.11 0.1066583903 180 968P 0.1051422854 34.749034749 89.4547433438 101SD 0.09 0.0847086004 181 101SD 0.0845344699 34.9420849421 89.5392778137 1041RW 0.09 0.0854561709 182 1041RW 0.0861462602 35.1351351351 89.6254240739 1089IC 0.09 0.085718469 183 1089IC 0.0886512609 35.3281853282 89.7140753348 1089SD 0.09 0.0922640122 184 1089SD 0.0912062456 35.5212355212 89.8052815803 1090SD 0.09 0.0925828025 185 1090SD 0.089276967 35.7142857143 89.8945585474 1093P 0.09 0.0867989486 186 1093P 0.0848505411 35.9073359073 89.9794090884 129SD 0.09 0.089580559 187 129SD 0.0890808204 36.1003861004 90.0684899088 1514P 0.09 0.0919001333 188 1514P 0.0928130504 36.2934362934 90.1613029592 152P 0.09 0.0936010596 189 152P 0.0892353833 36.4864864865 90.2505383425 177C 0.09 0.0879769315 190 177C 0.0868727342 36.6795366795 90.3374110767 28P 0.09 0.0851404631 191 28P 0.0884965645 36.8725868726 90.4259076411 717P 0.09 0.0909657532 192 717P 0.0891229389 37.0656370656 90.5150305801 788C 0.09 0.0857521684 193 788C 0.0876547205 37.2586872587 90.6026853005 1082BG 0.08 0.0770418588 194 1082BG 0.0745622178 37.4517374517 90.6772475184 1090IC 0.08 0.0754333571 195 1090IC 0.0781501323 37.6447876448 90.7553976506 1091BG 0.08 0.0753494252 196 1091BG 0.0833882534 37.8378378378 90.838785904 1514C 0.08 0.0780362922 197 1514C 0.0825080211 38.0308880309 90.9212939251 719BG 0.08 0.0773935461 198 719BG 0.0794705625 38.2239382239 91.0007644877 723PT 0.08 0.0822129984 199 723PT 0.0752079582 38.416988417 91.0759724459 724C 0.08 0.0831090753 200 724C 0.0804167696 38.61003861 91.1563892155 772P 0.08 0.0814954101 201 772P 0.0761987887 38.8030888031 91.2325880042 852P 0.08 0.0779531696 202 852P 0.0799128485 38.9961389961 91.3125008527 853P 0.08 0.0769008206 203 853P 0.0745929946 39.1891891892 91.3870938473 942C 0.08 0.0793094816 204 942C 0.0777041523 39.3822393822 91.4647979996 943C 0.08 0.0748076656 205 943C 0.075404296 39.5752895753 91.5402022955 947P 0.08 0.0774188865 206 947P 0.0751566328 39.7683397683 91.6153589284 958P 0.08 0.0782645973 207 958P 0.0836710155 39.9613899614 91.6990299439 1016C 0.07 0.0674164284 208 1016C 0.0687762507 40.1544401544 91.7678061946 1070BG 0.07 0.0664130734 209 1070BG 0.0672382306 40.3474903475 91.8350444252 1093C 0.07 0.0698219276 210 1093C 0.0696074865 40.5405405405 91.9046519117 132P 0.07 0.0721122198 211 132P 0.0728416143 40.7335907336 91.977493526 1600C 0.07 0.0690222154 212 1600C 0.0649669818 40.9266409266 92.0424605078 1809BG 0.07 0.073522261 213 1809BG 0.0697182419 41.1196911197 92.1121787497 703RW 0.07 0.0660032921 214 703RW 0.0660419107 41.3127413127 92.1782206604 709RW 0.07 0.0705418799 215 709RW 0.0652717573 41.5057915058 92.2434924177 724SD 0.07 0.0696302221 216 724SD 0.0688161245 41.6988416988 92.3123085422 780SD 0.07 0.0659663741 217 780SD 0.0646000105 41.8918918919 92.3769085527 787SD 0.07 0.0699750712 218 787SD 0.0713290385 42.0849420849 92.4482375911 854P 0.07 0.0664055843 219 854P 0.064670524 42.277992278 92.5129081151 946P 0.07 0.0687651566 220 946P 0.0722464675 42.471042471 92.5851545826 968C 0.07 0.0673081415 221 968C 0.0643010012 42.6640926641 92.6494555838 987BG 0.07 0.0737944913 222 987BG 0.0664231939 42.8571428571 92.7158787778 995P 0.07 0.0717869732 223 995P 0.0694078312 43.0501930502 92.785286609 101TN 0.06 0.0583166749 224 101TN 0.0615820481 43.2432432432 92.8468686571 1025C 0.06 0.0633798398 225 1025C 0.0553497066 43.4362934363 92.9022183637 1067C 0.06 0.0599822834 226 1067C 0.0551851376 43.6293436293 92.9574035013 1067P 0.06 0.0622564554 227 1067P 0.060923844 43.8223938224 93.0183273453 1084P 0.06 0.0635306177 228 1084P 0.0629557897 44.0154440154 93.081283135 1090C 0.06 0.058017665 229 1090C 0.0623827352 44.2084942085 93.1436658702 1093BG 0.06 0.0624929642 230 1093BG 0.054543353 44.4015444015 93.1982092232 1519C 0.06 0.0584584116 231 1519C 0.0631180562 44.5945945946 93.2613272794 151SD 0.06 0.0626171391 232 151SD 0.0587772126 44.7876447876 93.320104492 1601C 0.06 0.0553072524 233 1601C 0.0575732272 44.9806949807 93.3776777191 181C 0.06 0.0559953624 234 181C 0.0574855371 45.1737451737 93.4351632562 650C 0.06 0.0620069148 235 650C 0.0542119308 45.3667953668 93.489375187 703NC 0.06 0.0613452292 236 703NC 0.0632605741 45.5598455598 93.5526357612 703NP 0.06 0.06004807 237 703NP 0.0578017663 45.7528957529 93.6104375275 703NSD 0.06 0.0607617427 238 703NSD 0.0592145086 45.9459459459 93.6696520361 717C 0.06 0.055891985 239 717C 0.0621033603 46.138996139 93.7317553963 717SD 0.06 0.0634243071 240 717SD 0.0552550647 46.332046332 93.787010461 725BG 0.06 0.0550817379 241 725BG 0.0626782549 46.5250965251 93.8496887159 772C 0.06 0.0555983794 242 772C 0.0575695515 46.7181467181 93.9072582674 774C 0.06 0.0612135227 243 774C 0.0625389936 46.9111969112 93.969797261 855P 0.06 0.0599084979 244 855P 0.0623572371 47.1042471042 94.0321544981 856C 0.06 0.0570326067 245 856C 0.0610365792 47.2972972973 94.0931910773 946C 0.06 0.0626297457 246 946C 0.0591812365 47.4903474903 94.1523723138 951P 0.06 0.0606391992 247 951P 0.0593785834 47.6833976834 94.2117508972 958C 0.06 0.0566365082 248 958C 0.0591983775 47.8764478764 94.2709492747 1006P 0.05 0.052018158 249 1006P 0.0451366546 48.0694980695 94.3160859293 1024P 0.05 0.0465544882 250 1024P 0.0507446312 48.2625482625 94.3668305606 1029P 0.05 0.0495438082 251 1029P 0.0507910224 48.4555984556 94.417621583 1075P 0.05 0.0466139883 252 1075P 0.0527775866 48.6486486486 94.4703991696 1091C 0.05 0.0520000916 253 1091C 0.0441096288 48.8416988417 94.5145087984 1092P 0.05 0.0440775508 254 1092P 0.053194379 49.0347490347 94.5677031774 131C 0.05 0.0501109408 255 131C 0.0502821588 49.2277992278 94.6179853361 131P 0.05 0.0500713102 256 131P 0.0490508267 49.4208494208 94.6670361628 1810P 0.05 0.0502493202 257 1810P 0.0494315179 49.6138996139 94.7164676808 19P 0.05 0.0446864751 258 19P 0.050166716 49.8069498069 94.7666343968 28C 0.05 0.0465795052 259 28C 0.0479470577 50 94.8145814545 718BG 0.05 0.0466387372 260 718BG 0.0445917762 50.1930501931 94.8591732306 723TN 0.05 0.0495825898 261 723TN 0.0504513266 50.3861003861 94.9096245572 777C 0.05 0.0518556895 262 777C 0.04683722 50.5791505792 94.9564617773 777P 0.05 0.0508534275 263 777P 0.0504087897 50.7722007722 95.006870567 853C 0.05 0.0480145849 264 853C 0.0483105891 50.9652509653 95.0551811561 856AG 0.05 0.0494089251 265 856AG 0.0492013234 51.1583011583 95.1043824795 942SD 0.05 0.0455285818 266 942SD 0.0522184185 51.3513513514 95.156600898 1006C 0.04 0.03542754 267 1006C 0.0420680282 51.5444015444 95.1986689263 1025P 0.04 0.0429295662 268 1025P 0.0369941915 51.7374517375 95.2356631178 1080C 0.04 0.0378535576 269 1080C 0.0373083068 51.9305019305 95.2729714245 1081C 0.04 0.03456916 270 1081C 0.0394771607 52.1235521236 95.3124485852 1081P 0.04 0.0434130663 271 1081P 0.0419038147 52.3166023166 95.3543523999 1086C 0.04 0.0389481737 272 1086C 0.0370613777 52.5096525097 95.3914137776 1086P 0.04 0.0416883429 273 1086P 0.0422792942 52.7027027027 95.4336930718 129RW 0.04 0.036975899 274 129RW 0.0370329056 52.8957528958 95.4707259774 1504P 0.04 0.0401397127 275 1504P 0.0425318114 53.0888030888 95.5132577888 1506C 0.04 0.0359066253 276 1506C 0.0348773464 53.2818532819 95.5481351351 1520P 0.04 0.0346774725 277 1520P 0.0352451649 53.4749034749 95.5833803 1700C 0.04 0.0346057903 278 1700C 0.040018647 53.667953668 95.623398947 1702C 0.04 0.0424678246 279 1702C 0.0417521541 53.861003861 95.6651511011 2001C 0.04 0.0346469967 280 2001C 0.0427369554 54.0540540541 95.7078880565 2001P 0.04 0.0359810951 281 2001P 0.0343448349 54.2471042471 95.7422328914 31C 0.04 0.0389168669 282 31C 0.0379373008 54.4401544402 95.7801701922 31P 0.04 0.0401219222 283 31P 0.0439380739 54.6332046332 95.8241082661 602P 0.04 0.0347568043 284 602P 0.0350658614 54.8262548263 95.8591741275 723RW 0.04 0.0424892182 285 723RW 0.0392916152 55.0193050193 95.8984657427 761RW 0.04 0.0354825868 286 761RW 0.0362862416 55.2123552124 95.9347519843 762RW 0.04 0.0415409282 287 762RW 0.0361352381 55.4054054054 95.9708872223 769SD 0.04 0.0424745538 288 769SD 0.0366748826 55.5984555985 96.0075621049 771C 0.04 0.0371093823 289 771C 0.0408486469 55.7915057915 96.0484107519 771P 0.04 0.0425217009 290 771P 0.0393614434 55.9845559846 96.0877721952 773SD 0.04 0.0374144791 291 773SD 0.0429373025 56.1776061776 96.1307094978 776RW 0.04 0.0342002037 292 776RW 0.0378322802 56.3706563707 96.168541778 851P 0.04 0.0438414672 293 851P 0.0376983728 56.5637065637 96.2062401508 8807P 0.04 0.0394311758 294 8807P 0.0415961292 56.7567567568 96.24783628 906P 0.04 0.0351876094 295 906P 0.0416250364 56.9498069498 96.2894613164 947C 0.04 0.038294876 296 947C 0.0406760525 57.1428571429 96.3301373689 947SD 0.04 0.0373833557 297 947SD 0.0413347483 57.3359073359 96.3714721172 983P 0.04 0.040575622 298 983P 0.0439333287 57.528957529 96.4154054459 994C 0.04 0.0361258534 299 994C 0.0343632848 57.722007722 96.4497687307 994P 0.04 0.0349476218 300 994P 0.0399808828 57.9150579151 96.4897496136 995C 0.04 0.0341484266 301 995C 0.0396444219 58.1081081081 96.5293940355 1005SD 0.03 0.0307678038 302 1005SD 0.0288511894 58.3011583012 96.5582452249 1023C 0.03 0.031633488 303 1023C 0.0326389103 58.4942084942 96.5908841352 104C 0.03 0.0337854787 304 104C 0.0321973858 58.6872586873 96.6230815209 105C 0.03 0.0316159233 305 105C 0.0264820369 58.8803088803 96.6495635578 1075C 0.03 0.0317118987 306 1075C 0.0336171845 59.0733590734 96.6831807423 1084C 0.03 0.0245366699 307 1084C 0.0261634766 59.2664092664 96.7093442189 1092C 0.03 0.0331460763 308 1092C 0.0328707922 59.4594594595 96.7422150111 1097C 0.03 0.0288810768 309 1097C 0.0265228345 59.6525096525 96.7687378456 1099C 0.03 0.0278160908 310 1099C 0.0242159057 59.8455598456 96.7929537513 111SD 0.03 0.0252406073 311 111SD 0.0270147747 60.0386100386 96.819968526 132ASD 0.03 0.0270770356 312 132ASD 0.029446584 60.2316602317 96.84941511 133RW 0.03 0.0310890672 313 133RW 0.0247752096 60.4247104247 96.8741903196 1504C 0.03 0.0278821207 314 1504C 0.0295542879 60.6177606178 96.9037446075 1520C 0.03 0.0312705087 315 1520C 0.0281048204 60.8108108108 96.9318494279 152SD 0.03 0.0249619941 316 152SD 0.0308396285 61.0038610039 96.9626890564 1601P 0.03 0.024698165 317 1601P 0.0275551091 61.1969111969 96.9902441655 1603C 0.03 0.0275094338 318 1603C 0.0240581857 61.38996139 97.0143023512 1701C 0.03 0.0267364621 319 1701C 0.0305021836 61.583011583 97.0448045348 1701P 0.03 0.03317516 320 1701P 0.0315292118 61.7760617761 97.0763337466 1702P 0.03 0.025823501 321 1702P 0.0253283185 61.9691119691 97.1016620651 177SD 0.03 0.0290433567 322 177SD 0.0256494466 62.1621621622 97.1273115117 1806P 0.03 0.0288925288 323 1806P 0.0259193093 62.3552123552 97.1532308209 1806RW 0.03 0.0321292372 324 1806RW 0.0315165264 62.5482625483 97.1847473473 1807P 0.03 0.0328451217 325 1807P 0.0242225235 62.7413127413 97.2089698708 1807PN 0.03 0.0271823343 326 1807PN 0.0306172599 62.9343629344 97.2395871307 1807RW 0.03 0.033323747 327 1807RW 0.0301953471 63.1274131274 97.2697824778 1808BG 0.03 0.0291267376 328 1808BG 0.0258362776 63.3204633205 97.2956187554 1808C 0.03 0.0333668076 329 1808C 0.0266819797 63.5135135135 97.3223007351 1808P 0.03 0.0249465744 330 1808P 0.0323474767 63.7065637066 97.3546482119 1810BG 0.03 0.0322509072 331 1810BG 0.0287313139 63.8996138996 97.3833795258 1810RW 0.03 0.0326390197 332 1810RW 0.0280711351 64.0926640927 97.4114506609 183C 0.03 0.0244653099 333 183C 0.0297603053 64.2857142857 97.4412109662 183P 0.03 0.0258507514 334 183P 0.0326186383 64.4787644788 97.4738296045 19C 0.03 0.0282281276 335 19C 0.0275776912 64.6718146718 97.5014072957 2000P 0.03 0.0264560244 336 2000P 0.0331611307 64.8648648649 97.5345684264 2001BG 0.03 0.0298685462 337 2001BG 0.028111297 65.0579150579 97.5626797234 705P 0.03 0.0270714981 338 705P 0.0272259442 65.250965251 97.5899056676 728C 0.03 0.0310478497 339 728C 0.0252260577 65.444015444 97.6151317253 774P 0.03 0.0330287052 340 774P 0.0296867033 65.6370656371 97.6448184286 850P 0.03 0.032712484 341 850P 0.026651825 65.8301158301 97.6714702536 852C 0.03 0.0265654568 342 852C 0.0255844149 66.0231660232 97.6970546685 854C 0.03 0.0329890318 343 854C 0.0271503382 66.2162162162 97.7242050066 855C 0.03 0.0293438616 344 855C 0.0287053291 66.4092664093 97.7529103357 8807C 0.03 0.0281919697 345 8807C 0.0296544743 66.6023166023 97.78256481 951C 0.03 0.0311536607 346 951C 0.0330198087 66.7953667954 97.8155846187 954C 0.03 0.0310020258 347 954C 0.0247104069 66.9884169884 97.8402950256 988P 0.03 0.0243424345 348 988P 0.0308840848 67.1814671815 97.8711791105 1023P 0.02 0.0168692789 349 1023P 0.0190427422 67.3745173745 97.8902218526 1024C 0.02 0.0183373873 350 1024C 0.0163055625 67.5675675676 97.9065274152 1039P 0.02 0.0211016762 351 1039P 0.0185834723 67.7606177606 97.9251108875 103C 0.02 0.0214932973 352 103C 0.0193381069 67.9536679537 97.9444489944 1074GP 0.02 0.0189885973 353 1074GP 0.0206044216 68.1467181467 97.965053416 1088P 0.02 0.0216905523 354 1088P 0.022081255 68.3397683398 97.987134671 1094P 0.02 0.0186572605 355 1094P 0.0210623912 68.5328185328 98.0081970622 1096C 0.02 0.0228921521 356 1096C 0.0198009687 68.7258687259 98.027998031 113C 0.02 0.0227203835 357 113C 0.0213703755 68.9189189189 98.0493684065 113P 0.02 0.0206447453 358 113P 0.0195146785 69.111969112 98.068883085 114P 0.02 0.0192394426 359 114P 0.0197141851 69.305019305 98.0885972701 115C 0.02 0.0186219483 360 115C 0.0190686021 69.4980694981 98.1076658722 132ARW 0.02 0.0210643855 361 132ARW 0.0187977695 69.6911196911 98.1264636417 1506P 0.02 0.0209621717 362 1506P 0.0189506089 69.8841698842 98.1454142505 1513C 0.02 0.0229882725 363 1513C 0.0199863923 70.0772200772 98.1654006428 1603P 0.02 0.0206817697 364 1603P 0.0224152702 70.2702702703 98.187815913 1604C 0.02 0.0211656526 365 1604C 0.0214255372 70.4633204633 98.2092414502 1604P 0.02 0.0210102605 366 1604P 0.0212570025 70.6563706564 98.2304984527 1800C 0.02 0.0185659649 367 1800C 0.0210779594 70.8494208494 98.251576412 1800P 0.02 0.0213554159 368 1800P 0.0226957127 71.0424710425 98.2742721248 1801C 0.02 0.0188531302 369 1801C 0.0206512981 71.2355212355 98.2949234229 1801P 0.02 0.0202098952 370 1801P 0.0224552216 71.4285714286 98.3173786444 1803P 0.02 0.0195728633 371 1803P 0.0187874983 71.6216216216 98.3361661428 1806BG 0.02 0.0222474092 372 1806BG 0.0180777499 71.8146718147 98.3542438927 2000C 0.02 0.0217050828 373 2000C 0.0226385467 72.0077220077 98.3768824394 20C 0.02 0.0218397332 374 20C 0.0192240666 72.2007722008 98.396106506 29C 0.02 0.0188940663 375 29C 0.0206151504 72.3938223938 98.4167216565 29P 0.02 0.0190329926 376 29P 0.0224490985 72.5868725869 98.439170755 3010P 0.02 0.018433867 377 3010P 0.0186529079 72.7799227799 98.4578236629 302RW 0.02 0.0199434654 378 302RW 0.0212649269 72.972972973 98.4790885897 302SD 0.02 0.0183587672 379 302SD 0.0189034232 73.166023166 98.4979920129 303SD 0.02 0.0224624843 380 303SD 0.0215754222 73.3590733591 98.5195674351 5029M 0.02 0.0210313447 381 5029M 0.0182781095 73.5521235521 98.5378455445 601C 0.02 0.0192091657 382 601C 0.0203696562 73.7451737452 98.5582152007 601P 0.02 0.0207554058 383 601P 0.021450001 73.9382239382 98.5796652017 602C 0.02 0.0192105597 384 602C 0.0215165379 74.1312741313 98.6011817396 603P 0.02 0.0180521758 385 603P 0.0199749728 74.3243243243 98.6211567124 650P 0.02 0.0226115508 386 650P 0.0202643353 74.5173745174 98.6414210477 700C 0.02 0.0189740393 387 700C 0.022093407 74.7104247104 98.6635144547 703TN 0.02 0.0187009335 388 703TN 0.0204072559 74.9034749035 98.6839217106 704P 0.02 0.0194233001 389 704P 0.0207167879 75.0965250965 98.7046384985 705C 0.02 0.0222172007 390 705C 0.0206306158 75.2895752896 98.7252691143 707SD 0.02 0.019849678 391 707SD 0.0193340012 75.4826254826 98.7446031154 710SD 0.02 0.0223710121 392 710SD 0.0202819944 75.6756756757 98.7648851098 721PT 0.02 0.0192659424 393 721PT 0.0205235432 75.8687258687 98.785408653 724RW 0.02 0.022195266 394 724RW 0.0227746935 76.0617760618 98.8081833466 726P 0.02 0.0181008386 395 726P 0.021321937 76.2548262548 98.8295052836 761SD 0.02 0.0194364851 396 761SD 0.0187999029 76.4478764479 98.8483051865 764SD 0.02 0.0226229996 397 764SD 0.0199030675 76.6409266409 98.868208254 765P 0.02 0.018896029 398 765P 0.0190823729 76.833976834 98.8872906269 770SD 0.02 0.0223186004 399 770SD 0.0190410409 77.027027027 98.9063316678 778C 0.02 0.0198164051 400 778C 0.018119184 77.2200772201 98.9244508518 778P 0.02 0.0209143889 401 778P 0.0195627349 77.4131274131 98.9440135867 790C 0.02 0.0217892738 402 790C 0.0216760427 77.6061776062 98.9656896294 792RW 0.02 0.0205453702 403 792RW 0.0214724231 77.7992277992 98.9871620525 850C 0.02 0.0199047095 404 850C 0.021723901 77.9922779923 99.0088859535 851C 0.02 0.0191229486 405 851C 0.0214885309 78.1853281853 99.0303744844 906C 0.02 0.0215399218 406 906C 0.019918475 78.3783783784 99.0502929594 974C 0.02 0.0194885581 407 974C 0.0203994622 78.5714285714 99.0706924216 1034C 0.01 0.0086952407 408 1034C 0.0092830754 78.7644787645 99.079975497 1039C 0.01 0.0107115582 409 1039C 0.0097879109 78.9575289575 99.0897634079 1042TN 0.01 0.0112117069 410 1042TN 0.0111108443 79.1505791506 99.1008742522 1043P 0.01 0.0089888571 411 1043P 0.0103060254 79.3436293436 99.1111802776 1050C 0.01 0.0112594366 412 1050C 0.0095133312 79.5366795367 99.1206936088 1062C 0.01 0.0092805857 413 1062C 0.0111302386 79.7297297297 99.1318238474 1069P 0.01 0.0102838726 414 1069P 0.0107774774 79.9227799228 99.1426013248 1074BG 0.01 0.0103541619 415 1074BG 0.0096437207 80.1158301158 99.1522450455 1085C 0.01 0.0105663358 416 1085C 0.0116850446 80.3088803089 99.16393009 1085P 0.01 0.0100081291 417 1085P 0.0095273301 80.5019305019 99.1734574202 1087C 0.01 0.009960566 418 1087C 0.0086135776 80.694980695 99.1820709978 1087MC 0.01 0.0101581508 419 1087MC 0.0113169131 80.888030888 99.1933879109 1087P 0.01 0.0103374746 420 1087P 0.0107742331 81.0810810811 99.2041621439 1087TN 0.01 0.0115892937 421 1087TN 0.0111141672 81.2741312741 99.2152763111 1088BB 0.01 0.0092024058 422 1088BB 0.0096070521 81.4671814672 99.2248833632 1088C 0.01 0.0095953366 423 1088C 0.011563073 81.6602316602 99.2364464362 1088SD 0.01 0.0104088537 424 1088SD 0.0116443741 81.8532818533 99.2480908103 1093SD 0.01 0.0096356063 425 1093SD 0.0101021147 82.0463320463 99.258192925 1095C 0.01 0.0088588535 426 1095C 0.0102399323 82.2393822394 99.2684328574 1098C 0.01 0.0116369778 427 1098C 0.0104131384 82.4324324324 99.2788459958 10C 0.01 0.0111070947 428 10C 0.0114703978 82.6254826255 99.2903163936 10P 0.01 0.0112635352 429 10P 0.0114811437 82.8185328185 99.3017975373 1505P 0.01 0.0100782544 430 1505P 0.0103501762 83.0115830116 99.3121477135 1513P 0.01 0.0093703501 431 1513P 0.0097844197 83.2046332046 99.3219321332 1515C 0.01 0.0094710221 432 1515C 0.0101570128 83.3976833977 99.332089146 1515P 0.01 0.0113036089 433 1515P 0.0093938553 83.5907335907 99.3414830012 1518P 0.01 0.009358513 434 1518P 0.0110904427 83.7837837838 99.352573444 1607C 0.01 0.0098792915 435 1607C 0.0099424964 83.9768339768 99.3625159404 1607P 0.01 0.0086900577 436 1607P 0.0092953666 84.1698841699 99.3718113071 1807BG 0.01 0.0100059137 437 1807BG 0.0105002746 84.3629343629 99.3823115817 1807PT 0.01 0.0100854104 438 1807PT 0.0105683587 84.555984556 99.3928799404 1807TN 0.01 0.0110968486 439 1807TN 0.0092217222 84.749034749 99.4021016626 1808PN 0.01 0.0111390732 440 1808PN 0.0105718244 84.9420849421 99.412673487 1808PT 0.01 0.0092296456 441 1808PT 0.0099253233 85.1351351351 99.4225988103 1810C 0.01 0.0088533473 442 1810C 0.0106376124 85.3281853282 99.4332364227 204C 0.01 0.0086092609 443 204C 0.0093622878 85.5212355212 99.4425987105 204P 0.01 0.0100344974 444 204P 0.0110658544 85.7142857143 99.4536645649 23BG 0.01 0.0107989498 445 23BG 0.0117937425 85.9073359073 99.4654583073 23RW 0.01 0.0107696108 446 23RW 0.0103826846 86.1003861004 99.475840992 23SD 0.01 0.0113861598 447 23SD 0.0090503106 86.2934362934 99.4848913026 25GP 0.01 0.0112672535 448 25GP 0.0104716899 86.4864864865 99.4953629925 3010C 0.01 0.0114241388 449 3010C 0.0098375027 86.6795366795 99.5052004952 3011P 0.01 0.0091652911 450 3011P 0.0114847659 86.8725868726 99.516685261 33C 0.01 0.0114412239 451 33C 0.0092565542 87.0656370656 99.5259418152 33P 0.01 0.0096858726 452 33P 0.0093233635 87.2586872587 99.5352651788 34C 0.01 0.01118413 453 34C 0.0087911233 87.4517374517 99.5440563021 34P 0.01 0.0099969182 454 34P 0.0116598401 87.6447876448 99.5557161422 403SD 0.01 0.0091921372 455 403SD 0.0086608133 87.8378378378 99.5643769555 500C 0.01 0.0085763184 456 500C 0.0085517178 88.0308880309 99.5729286733 500P 0.01 0.0116551774 457 500P 0.0104580702 88.2239382239 99.5833867434 504C 0.01 0.0115857626 458 504C 0.0094115346 88.416988417 99.592798278 504P 0.01 0.0100564943 459 504P 0.0113853125 88.61003861 99.6041835905 603C 0.01 0.0098966202 460 603C 0.009192122 88.8030888031 99.6133757125 710RW 0.01 0.010436935 461 710RW 0.0098682332 88.9961389961 99.6232439457 713C 0.01 0.00918371 462 713C 0.0099556563 89.1891891892 99.633199602 717BG 0.01 0.0111560006 463 717BG 0.0085381448 89.3822393822 99.6417377468 721SD 0.01 0.0117338968 464 721SD 0.0104907344 89.5752895753 99.6522284812 724BG 0.01 0.0087338258 465 724BG 0.010206994 89.7683397683 99.6624354752 724TN 0.01 0.0111437898 466 724TN 0.0102591362 89.9613899614 99.6726946114 725RW 0.01 0.0109665943 467 725RW 0.0090147611 90.1544401544 99.6817093725 727C 0.01 0.0099088258 468 727C 0.0113398022 90.3474903475 99.6930491747 765C 0.01 0.0103953597 469 765C 0.0089016989 90.5405405405 99.7019508736 777SD 0.01 0.0092771042 470 777SD 0.0109562573 90.7335907336 99.7129071309 781C 0.01 0.0110449058 471 781C 0.0087740001 90.9266409266 99.721681131 781P 0.01 0.0094438853 472 781P 0.0101595496 91.1196911197 99.7318406806 792TN 0.01 0.0110662318 473 792TN 0.01097437 91.3127413127 99.7428150506 851SD 0.01 0.0091341529 474 851SD 0.0099919659 91.5057915058 99.7528070164 851TN 0.01 0.0104210904 475 851TN 0.0118010749 91.6988416988 99.7646080913 852SD 0.01 0.008607537 476 852SD 0.0090606627 91.8918918919 99.773668754 852TN 0.01 0.0117048427 477 852TN 0.0088057124 92.0849420849 99.7824744663 855IC 0.01 0.0085586682 478 855IC 0.0116054267 92.277992278 99.794079893 855MC 0.01 0.0108215276 479 855MC 0.0109337093 92.471042471 99.8050136023 855TN 0.01 0.0096240934 480 855TN 0.010663388 92.6640926641 99.8156769903 856MC 0.01 0.0117320909 481 856MC 0.0091711654 92.8571428571 99.8248481558 856SD 0.01 0.0116922858 482 856SD 0.0107202785 93.0501930502 99.8355684343 857C 0.01 0.0091136353 483 857C 0.0112262143 93.2432432432 99.8467946486 8809P 0.01 0.0116584709 484 8809P 0.0100220391 93.4362934363 99.8568166877 907C 0.01 0.0118051385 485 907C 0.0104840189 93.6293436293 99.8673007066 907P 0.01 0.0093842107 486 907P 0.0109208322 93.8223938224 99.8782215388 90C 0.01 0.0094152671 487 90C 0.0108640252 94.0154440154 99.8890855641 90P 0.01 0.0086220876 488 90P 0.0096296864 94.2084942085 99.8987152505 919P 0.01 0.0100377373 489 919P 0.0105214116 94.4015444015 99.9092366621 963SD 0.01 0.0114288967 490 963SD 0.0114875915 94.5945945946 99.9207242536 968SD 0.01 0.0107754677 491 968SD 0.0103408272 94.7876447876 99.9310650808 974P 0.01 0.0095244139 492 974P 0.0113015047 94.9806949807 99.9423665855 988C 0.01 0.0108808589 493 988C 0.0094485114 95.1737451737 99.9518150969 999C 0.01 0.0104944484 494 999C 0.0112015877 95.3667953668 99.9630166845 1036P 0 0.0050265757 495 1036P 0.0027075134 95.5598455598 99.9657241979 1056P 0 0.0065435003 496 1056P 0.0058731895 95.7528957529 99.9715973874 1078P 0 0.0017459158 497 1078P 0.0013012116 95.9459459459 99.9728985991 1087SD 0 0.0004642939 498 1087SD 0.0015436574 96.138996139 99.9744422565 13C 0 0.0025085386 499 13C 0.0013164296 96.332046332 99.9757586861 13P 0 0.0013216516 500 13P 0.0047120334 96.5250965251 99.9804707195 1511C 0 0.0018352059 501 1511C 0.0010050224 96.7181467181 99.9814757419 1806C 0 0.0025514072 502 1806C 0.0011507181 96.9111969112 99.98262646 201C 0 0.0026811573 503 201C 0.0019068008 97.1042471042 99.9845332608 201P 0 0.0024938884 504 201P 0.0007280371 97.2972972973 99.9852612979 29BB 0 0.0004803276 505 29BB 0.0007571802 97.4903474903 99.9860184781 29IC 0 0.0023385206 506 29IC 0.0003044165 97.6833976834 99.9863228945 501C 0 0.0028268807 507 501C 0.0003783801 97.8764478764 99.9867012747 502P 0 0.000046394 508 502P 0.0001089808 98.0694980695 99.9868102555 503P 0 0.0018741312 509 503P 0.0008041783 98.2625482625 99.9876144337 721TN 0 0.0004403632 510 721TN 0.002247594 98.4555984556 99.9898620277 764RW 0 0.0015629526 511 764RW 0.0016486843 98.6486486486 99.991510712 855SD 0 0.0010375641 512 855SD 0.0022570974 98.8416988417 99.9937678095 8804C 0 0.0019114582 513 8804C 0.0024822791 99.0347490347 99.9962500886 8809C 0 0.002439582 514 8809C 0.001491352 99.2277992278 99.9977414405 917C 0 0.0005956784 515 917C 0.0020959118 99.4208494208 99.9998373524 942BG 0 0.0014230858 516 942BG 0.0019782103 99.6138996139 100.0018155627 983C 0 0.0023396937 517 983C 0.0010317854 99.8069498069 100.002847348 991P 0 0.002321269 518 991P 0.001192371 100 100.0040397191 101.1 99.9478716663 100.0040397191 * DEI - PUC/Rio * * DEI - PUC/Rio * Demanda independente: Classificação ABC Curva ABC para peças de manutenção de ônibus 16% dos itens respondem por 88% dos gastos e 50% por 99% dos gastos DEI - PUC/Rio Demanda Dependente Demanda Dependente * DEI - PUC/Rio * DEI - PUC/Rio Demanda Dependente Demanda Dependente * DEI - PUC/Rio * DEI - PUC/Rio Demanda Dependente Demanda Dependente * DEI - PUC/Rio * DEI - PUC/Rio Demanda Dependente Demanda Dependente * DEI - PUC/Rio * Repare que, neste caso o tamanho do lote Q é menor do que o ponto de pedido. Isso acontece com frequência porque o tamanho de lote é ditado por considerações econômicas e operacionais, enquanto o ponto de pedido pelas características da demanda durante o tempo de reposição que, em princípio, nada tem a ver com os custos considerados na determinação do tamanho do lote. Assim, neste caso, o estoque em mão fica sempre abaixo do ponto de pedido. O que, ocorre é que como o tempo de reposição é muito grande e o lote pequeno, para atender à demanda durante o tempo de reposição é necessário mais de um lote. Então, quando uma encomenda é feita a anterior (o mais de uma anterior) ainda não foi recebida. Para contornar esse problema de forma a se aplicar a qualquer situação, basta considerar como “nível de estoque” a “posição de estoque” que nada mais é do que o estoque em mão, mais as quantidades já encomendadas e ainda não recebidas, menos o que está fisicamente no estoque mas não está disponível para vender (ou consumir) seja porque está inutilizável, seja porque já está reservado para outra destinação, ou seja: Posição de estoque = estoque em mão+quantidade já encomendada ainda não recebida-(inutilizáveis+empenhados+vendidos não embarcados+pendências a atender) Usando a posição de estoque, a regra para disparar um pedido é: “faça um pedido apenas sempre que a posição de estoque atingir o ponto de pedido, ou ficar abaixo dele”. A quantidade a ser pedida será de acordo com o tipo de controle (s,Q) ou (s, S). DEI - PUC/Rio Demanda Dependente Demanda Dependente * DEI - PUC/Rio * DEI - PUC/Rio Demanda Dependente Demanda Dependente * DEI - PUC/Rio * DEI - PUC/Rio Demanda Dependente Demanda Dependente * DEI - PUC/Rio * DEI - PUC/Rio Demanda Dependente Demanda Dependente * DEI - PUC/Rio * A seqüência de slides a seguir apresenta o Exemplo 10.2. A seqüência se desenvolve em etapas até a conclusão do exemplo, exibindo o desenvolvimento de equações-chave ao longo do caminho. Este slide avança automaticamente. DEI - PUC/Rio Demanda Dependente Demanda Dependente * DEI - PUC/Rio * DEI - PUC/Rio Demanda Dependente Demanda Dependente * DEI - PUC/Rio * DEI - PUC/Rio Demanda Dependente Demanda Dependente * DEI - PUC/Rio * DEI - PUC/Rio Demanda Dependente Demanda Dependente * DEI - PUC/Rio * DEI - PUC/Rio Demanda Dependente Demanda Dependente * DEI - PUC/Rio * Este slide avança automaticamente. DEI - PUC/Rio Demanda Dependente Demanda Dependente * DEI - PUC/Rio * DEI - PUC/Rio Demanda Dependente Demanda Dependente * DEI - PUC/Rio * A seqüência de slides a seguir apresenta o Exemplo 10.4. A seqüência se desenvolve em etapas até a conclusão do exemplo, exibindo o desenvolvimento de equações-chave ao longo do caminho. Este slide avança automaticamente. DEI - PUC/Rio Demanda Dependente Demanda Dependente * DEI - PUC/Rio * A seqüência de slides a seguir apresenta o Exemplo 10.4. A seqüência se desenvolve em etapas até a conclusão do exemplo, exibindo o desenvolvimento de equações-chave ao longo do caminho. Este slide avança automaticamente. DEI - PUC/Rio Demanda Dependente Demanda Dependente * DEI - PUC/Rio * A seqüência de slides a seguir apresenta o Exemplo 10.4. A seqüência se desenvolve em etapas até a conclusão do exemplo, exibindo o desenvolvimento de equações-chave ao longo do caminho. Este slide avança automaticamente. DEI - PUC/Rio Demanda Dependente Demanda Dependente * DEI - PUC/Rio * DEI - PUC/Rio Demanda Dependente Demanda Dependente * DEI - PUC/Rio * DEI - PUC/Rio Demanda Dependente Demanda Dependente * DEI - PUC/Rio * DEI - PUC/Rio
Compartilhar
Materiais relacionados
4 pág.
Perguntas relacionadas
Compartilhar