Chapter 02Problem 5Problem 7Problem 9Problem 11Problem 12Problem 14Problem 15Problem 16Problem 17Problem 18Problem 19Problem 21Problem 27Problem 28Problem 3-32 y 33 SolucionarioShelf LifeHoursMachine 1Machine 2Type 1Type 2Flow RateUniformityThick@95Thick@10010 seconds20 secondsUniformityCaliper 1Caliper 2KarlsruheLehighDifferenceForm 1Form 2Solution 1Solution 2ABdeltaType 1Type 210815916.0316.0265641252.711.1765.623175.340.2650.2641.1861.0610.1252061779.910.27.16628.2416-1.0754656412422416.0415.9781711254.67.0896.7482860.2650.2651.1510.9920.1591881979.4102.3592.4555-0.0965817112422216.0515.9657831252.68.0977.461155.970.2660.2641.3221.0630.2592052061010.719.997721.1018-1.1041578310614916.0516.016659125311.7397.015395.250.2670.2661.3391.0620.27718720110.310.50.90772.3401-1.4324665911528016.0215.9982651253.211.2918.133556.650.2670.2671.21.0650.13519317610.610.6-15.9034-15.0013-0.9021826513837916.0116.0382561253.810.7597.418187.550.2650.2681.4021.1780.22420718510.310.2-6.0722-5.5941-0.4781825616336215.9616.0467692004.66.4673.772567.350.2670.2641.3651.0370.3281852009.310.49.950110.691-0.7409676915926015.9816.0259742003.48.3158.963246.350.2670.2651.5371.0860.4511891979.810.3-1.0944-0.1358-0.9586597413410116.0216.0175822002.9364.760.2650.2651.5591.0520.507192198-4.6907-3.3446-1.3461758213917915.991670792003.5Calcule n575.540.2680.267210188-6.6929-5.9303-0.762670791682004.1(No est en el libro pero si en solucionario)365.440.2680.2681941894852005.1694.610.2650.269178203Tamao de muestra212555.98264MaquinayeTypeye375.62250116.03165TempThick244.39170116.041819511.176166116.05157957.089687.25116.05166958.097856.21116.021829511.739284.98116.011829511.291375.32115.961679510.759115.98159956.467116.02175958.315115.991701005.623216.022641006.748215.972711007.461215.962831007.015216.012591008.133215.992651007.418216.032561003.772216.042691008.963216.02274216.01282216279u1=9.366625u2=6.891625sigma=2.0995643043sigma=1.5950899605sigma=2.20861760312.0995641.595090sigma m=1.847327

Chapter 03Problem 1Problem 3Problem 2Problem 4Problem 6Problem 7Problem 8Problem 9Problem 10Problem 12Problem 14Problem 15Problem 16Problem 17Problem 18Problem 19Problem 20Problem 21Problem 22Problem 23Problem 28Problem 34Problem 3Problem 36Problem 38Problem 39Ejemplo 3-11 Libro Tamao de muestraTechniqueTensile StrengthTechniqueTensile StrengthCotton Weight %ObservationsDosageActivityRESI1DaysSqrt DaysRESI1SeasonScoreRESI1ApproachContributionRESI1TempDensityRESI1Coating TypeConductivityRodding LevelStrengthOrifice DiameterRadon ReleasedCircuit TypeResponse TimeFluid TypeLifeCircuit DesignNoiseChemistMethyl AlcoholBrandLifeCatalystConcentrationMaterialFailure TimeMethodCountBrandDeviationAlgorithmCell AverageAlgorithmCell StDevFeed RateRun StDevPowerEtch RateEtch Rate 2Fluid TypeLife1131291312915720g24-5.7531.73205-0.230672Summer83-4.111000-306.2510021.80.0611143110153010.37801191117.611191184.99111001158.2111101131114114.93110.051100.091605755751117.621300013000201220g28-1.7552.236070.273345Summer85-2.111500193.7510021.90.1621141210153020.378321122118.921202184.0421962157.2211572110210214.86210.042100.11605425422118.931286512865251420g377.2531.73205-0.230672Summer85-2.111200-106.2510021.7-0.0431150310144030.378331103116.331193184.3831923158.4311943121314314.75310.053100.131605305303116.341289012890301920g300.2572.645750.683028Summer87-0.111800493.7510021.6-0.1441146415161040.37854184117.441304285.1541964155.841178414410414.95410.064100.081605395394117.45232002320035730g370.2562.449490.486766Summer902.911600293.7510021.7-0.0452152515165050.517551155120.15185285.1351925154.9521511514514.79510.035100.071605705705120.16233002330015730g447.2552.236070.273345Summer880.911100-206.2512521.70.262149615150060.517562206121.662806284.8862766256.36226262624614.88610.056120.061805655656121.672297522975201730g31-5.7531.73205-0.230672Summer880.911000-306.2512521.4-0.172137720156070.517972217216.972617384.7272807254.57247240720724.85720.047120.091805935937216.982315023150251930g35-1.7521.41421-0.54851Summer84-3.111250-56.2512521.5082143820173080.517982238215.382738384.488275825782188224825824.91820.028120.121805905908215.393280032800302540g42-2.7511-0.962723Summer913.921500-237.512521.4-0.193134920153090.717492179218.692569385.1692849255.3938809230924924.79920.039120.071805795799218.6103290032900351040g472.2562.449490.486766Summer902.92180062.515021.90.1810313610251500100.71731023010217.11028010484.21028210210312561023510221024.851020.0510120.1218061061010217.1113298532985151540g527.2511-0.885538Shoulder914.8571422000262.515021.80.0811313211251490110.7176113611219.51134711484.111310811350.111352761135311381124.751120.0311140.1120060060011219.5123305033050201240g38-6.7531.73205-0.153487Shoulder870.8571421200-537.515021.80.0812312712251510120.7177123512220.31232612484.5512310012354.212343551232712301224.851220.0212140.0820065165112220.31342600426002519420.114462Shoulder84-2.1428622000262.515021.6-0.12134129131.0267133813321.4133251339613355.413449513312013341334.831330.0913140.0820061061013321.4144270042700302272.645750.760214Shoulder870.8571421700-37.515021.5-0.22144127141.02721431614323.6143351439814314470401439714321434.881430.1314140.0520063763714323.6154260042600351152.236070.35053Shoulder85-1.142862180062.517521.90.2154132151.0274153715319.41535015310015315453071536815301534.91530.1115140.0620062962915319.4164276542765151162.449490.563952Shoulder86-0.1428621900162.517521.70164129161.027416318.51649516452.9164100501634.751630.1516160.1922072525016318.5201831.73205-0.153487Shoulder83-3.142863900-281.2517521.80.1171.406217320.51744617449.917571734.821730.0817160.1322070070017320.5Varianzas son homogneas?251821.41421-0.471324Winter944.87531000-181.2517521.4-0.3181.406218322.3184831845018551834.91830.1218160.1522071571518322.3301911-0.885538Winter911.8753120018.75191.406719419.31947819451.7195291944.891940.0319160.222068568519419.3351572.645750.760214Winter87-2.12531500318.75201.406920421.12049720420522044.772040.0420160.1122071071020421.1159420.191195Winter85-4.1253120018.75211.996021416.92144.942140.0521416.9201811-0.808805Winter87-2.12531550368.75221.996122417.52244.862240.0522417.5251831.73205-0.076754Winter911.87531000-181.25231.996423418.32344.792340.0323418.3302352.236070.427263Winter922.87531100-81.25241.996624419.82444.762440.0224419.8351172.645750.836946Winter86-3.12511-0.80880521.41421-0.394591420.19119521.41421-0.39459172.645750.83694631.73205-0.51294752.23607-0.0089372.645750.40075352.23607-0.00893103.162280.91727931.73205-0.51294742-0.24499872.645750.40075321.41421-0.83078572.645750.400753

Chapter 04Problem 1Problem 2Problem 5Problem 6Problem 7Problem 8Problem 9Problem 10Problem 17Problem 18Problem 19Problem 20Problem 25Problem 26Problem 27Problem 29Problem 31Problem 33ChemistStrengthSolutionDiasGrowthTipHardnessDesignNumber of ResponsesOilFuel ConsumptionNozzle DesignShapeAlgorithmAverageStDevStirring RateGrain SizeDistanceFocus TimeBatchDayCatalystTimeOrderOperatorMethodTimeBatchDayCatalystTimeBatchDayCatalystTimeBatchAcidTimeCatalystYieldOrderOperatorMethodWorkplaceTimeOrderOperatorMethodTimeSquareAdditiveCarMileageConcentrationDaysStrength117311113119.311250110.5110.78114.930.05158141011A811C1011A811A811Aa2611Cb1111C101211421114216821222219.421350210.634210.8214.860.0425424621C1121B721C1121C1121Bc1821Ba821B71311241126317431318319.631219310.487310.81314.750.0535534631B431A531B431B431Ce2031Ad931A51411381141417141439411041375410.329410.75414.950.0645644641D641D1041D641D641Db1541Dc941D101511142120516752116529.452400510.512510.77514.790.035101454651E412D1451E451E451Ed1012Bc1012D141121762137627362224629.362525620.535610.78614.880.05610566712B722C1812B712B712Bb1622Cd1222C1812214102145726772317729.872390720.675720.85724.850.04710676622E232B1022E222E222Cd2132Da1132B101421163117827582444829.982580820.52820.85824.910.02810986632A942A1032A932A932Da1242Ab842A10152128312992729315939.293275920.435920.92924.790.039151496142C813A742C842C842Ec1513Dd1413A71131412312010270103241039.41033401020.541020.861024.850.0510156106652D223D1152D252D252Ae2423Ac1023D11133138414911375113311139.51132001130.5131120.811124.750.0311159118513D133C1113D113D113Cc1933Bb733C1114311104150123681234221239.71233101230.5951220.831224.850.0212152128323A743B1223A723A723De1843Ca1843B1215310144136133781349.71330.4881330.931334.830.09132017138333C1014B833C1033C1033Eb1614Aa814B81141325120143731449.61430.41430.921434.880.1314209148243E624A843E643E643Ad2224Db1224A81241310514315368154101530.511530.951534.90.1115203158553B334D953B353B353Ba1734Cc1534D9134121251181647316410.21630.891634.750.15162061610614C744C1414C714C714Dd1644Bd644C141441246119174711730.891734.820.081710424D324D324D324Ea1111C1121512126123184751830.831834.90.121810434E134E3.5834E134Ac2521B822510146130194751941.141944.890.031910244B644B644B644Be1431A9235927117204692040.972044.770.042010354A854A854A854Cb1741D92558671342140.982144.940.0515E315E315Ee1312B1021471272240.882244.860.0525B825B825Ab2122C1222340.862344.790.0335D535D535Bd1332D1122440.832444.760.0245A1045A1045Ca1742A822550.9755C855C855Dc1413D1422650.8623A1022750.7833B722850.7643C1822950.7614A823050.7524D12234C15244B62

Chapter 05Problem 1Problem 2Problem 4Problem 5Problem 6Problem 7Problem 8Problem 11Problem 13Problem 14Problem 16Problem 17Problem 19Problem 21Problem 22Problem 23Problem 24Problem 25Problem 26PressureTemperatureYieldDepth of CutFeed RateSurface FinishPhosphorous TypeGlass TypeCurrent uACopper ContentTemperatureWarpingOperatorMachineStrengthDrill SpeedFeed RateForceGlass TypeTemperatureLight OutputPositionTemperatureDensityRowColumnDataPressureTemperatureStrengthHardwoodCooking TimePressureStrengthCycle TimeOperatorTemperatureScorePressureTemperatureYieldOperatorMachineStrenghtFrequencyEnvironmentCrack GrowthDopingAnnealBase CurrentBatteryDeviceLife HoursClubsCourseScoreFormulationWashingsBoosterStain Shade120015090.410.150.274111280140501711110911250.0152.711100580118005701113611202509.6123400196.61401300231250Low86.311110910.1Air2.0811E209004.61ARadio8.61OldAhwatukee901New1Yes6220015090.220.150.264211290240502021111021250.0152.7821100568218005652211821302509.692234001962401300242250Low86.121111020.1Air2.8121E209004.42ARadio8.22OldAhwatukee872New1Yes5321515090.730.150.260311285360501632111032000.0152.8331100570318005833313031402508.43343400198.53401300253260Low8432111030.1Air2.7132E209003.23BRadio9.43OldAhwatukee863Original1Yes10421515090.640.180.279421300460502142111242000.0152.8642100550428005284123941502509.98443400197.24501300364260Low85.242111240.1Air2.2442E209003.54BRadio8.84NewAhwatukee884Original1Yes9523015090.250.180.268521310580502453111651250.032.45521005305280054752220512026011.28583400197.55501300355270Low85.853111651Air2.3851E2095010.155ACamera7.95NewAhwatukee875New2Yes3623015090.460.180.273621295680502263111461250.032.49621005796280052163237613026010.1683400196.66501300366270Low87.363111461Air2.0661E2095010.26ACamera8.46NewAhwatukee856New2Yes2720016090.170.20.2827312907100502871211072000.032.857310054671825106371336714026011.01724400198.47601300287250Medium88.571211071Air2.6872E209509.387BCamera8.57OldKarsten917Original2Yes10820016090.380.20.2888312858100502781211582000.032.88310057581825108082322815026010.44824400198.68601300248250Medium89.481211581Air2.6582E2095010.028BCamera8.98OldKarsten938Original2Yes9921516090.590.20.292931290940751292211091250.0452.6931005999182510439333391202709944400197.59601300279260Medium87.3922110910Air2.1291E20100011.019ADVD5.49OldKarsten909New1No61021516090.6100.250.299101223010407591022111101250.0452.721011251090102825988101432101302709.571044400198.1104023002710260Medium89.910221111010Air2.48101E20100010.5810ADVD5.710NewKarsten9010New1No51123016089.9110.250.21041112235116075181132112112000.0452.8611112510871128251026112420111402709.031184400197.6114023002811270Medium8911321121110Air2.47112E20100010.8111BDVD5.811NewKarsten9111Original1No111223016090.1120.250.2961212240126075131232115122000.0452.8712112510851228251004123434121502709.81284400198.4124023002612270Medium90.312321151210Air2.29122E20100010.612BDVD5.912NewKarsten8812Original1No111320017090.5130.150.25921322260138075171313108131250.062.7513212510701318505651323500197.7135023003413250High89.11313108130.1H2011.313OldFoothills8813New2No41420017090.7140.150.25861422240148075121413109141250.062.8614212510351418505101423500196145023003814250High91.71413109140.1H209.0614OldFoothills8614New2No11521517090.8150.150.258815222351510075271523111152000.062.9415212510001518505901543500196155023003915260High90.21523111150.1H201115OldFoothills9015Original2No91621517090.9160.180.259816322201610075311623109162000.062.8816312510451628505261643500196.9166023003516260High93.21623109160.1H201116NewFoothills8616Original2No101723017090.1170.180.251041732225174010016173311417312510531728505381783500195.6176023003517270High91.31733114171H203.6417NewFoothills851823017090.4180.180.25881832230184010012183311918312510661828505321883500196.2186023003418270High93.71833119181H203.9618NewFoothills88190.20.2599196010018191411019115013921924500199.619403300311914110191H203.18200.20.25108206010021201410820115013802024500200.420403300322014108201H203.2210.20.2595218010025212411421115013862144500198.7214033002921241142110H202.03220.250.25104228010023222411222215013282244500198225033003322241122210H202.23230.250.251102310010030233412023215013122384500197235033003423341202310H202.05240.250.25992410010023243411724215012992484500197.8245033003524341172410H202.06250.150.3992540125212531508672523650199.82560330026250.1Salt H2010.4260.150.3982640125172631509042623650199.42660330027260.1Salt H209.36270.150.31022760125232731508892743650198.42760330025270.1Salt H2010.01280.180.31042860125212843650197.62840135024280.1Salt H209.96290.180.3992980125232983650197.42940135023291Salt H203.24300.180.3953080125223083650198.13040135028301Salt H203.98310.20.310831100125293124650200.63150135037311Salt H203.24320.20.311032100125313224650200.93250135039321Salt H203.1330.20.3993344650199.633501350353310Salt H202.06340.250.3114344465019934601350263410Salt H201.75350.250.31073584650198.535601350293510Salt H201.93360.250.31113684650199.836601350253610Salt H201.9374023503838402350363940235035405023503441502350384250235036436023503644602350374560235034464033503447403350364840335039495033503450503350365150335031526033502853603350265460335024

Chapter 06Problem 1Problem 5Problem 6Problem 7Problem 8Problem 9Problem 10Problem 12Problem 15Problem 17Problem 18Problem 19Problem 20Problem 21Problem 22Problem 23Problem 24Problem 25Problem 26Problem 27Problem 28Problem 29Problem 31Problem 32Problem 33Problem 34Problem 35Cutting SpeedTool GeometryCutting AngleLife HoursBit SizeCutting SpeedVibrationCutting SpeedTool GeometryCutting AngleLife HoursABCDYieldCulture MediumTimeVirus GrowthWorkerBottle TypeTimesWorkerBottle TypePulseFlow RateDep TimeThicknessPour TemperatureTitanium ContentHeat Treat MethodGrain RefinerCrack LengthEffectsValueCarbonationPressureSpeedFill Height DeviationLength of PuttType of PutterBreak of PuttSlope of PuttDistance from CupLaser PowerPulse FrequencyCell SizeWriting SpeedUECLaser PowerPulse FrequencyCell SizeWriting SpeedUECClassTypePriceNumber of OrdersTemperaturePressureConcentrationStirring RateFiltration RateApertureExposure TimeDevelop TimeMask DimensionEtch TimeYieldApertureExposure TimeDevelop TimeMask DimensionEtch TimeYieldTimeConcentrationPressureTemperatureYieldTimeConcentrationPressureTemperatureYieldPan MaterialStirring MethodMix BrandScrumptiousnessTemperatureCatalyst ConcentrationTimePressureMolecular WeightViscosityTemperaturePressureConcentrationStirring RateFiltration RateTemperaturePressureConcentrationStirring RateFiltration RateTool AngleViscosityFeet RateCutting FluidSurface RoughnessABCDResistivityABCDResistivity1-1-1-1221-1-118.21-1-1-1221-1-1-1-19011122111Glass5.1211Glass391551014.0371-1-1-1-17.037A76.9511025200-3110MalletStraightLevel101-1-1-1-10.751-1-1-1-10.7513rdBW19.95501-1-1-1-1451small-2030Small14.571small-2030Small14.5712.514602251212.51460225121GlassSpoonExpensive11110042060240014001-1-1-1-1451-1-1-1-14511230010no0.00341-1-1-1-11.921-1-1-1-11.922-1-1-1312-1-118.921-1-1322-1-1-1-19321122221Glass4.8921Glass582551016.1652-1-1-1-16.376B-67.5221025200-1210MalletStraightLevel1821-1-1-10.9821-1-1-10.9823rdBW19.955421-1-1-1712large-2030Small14.592large-2030Small14.5923146022518231460225182GlassSpoonExpensive92120420602410150021-1-1-17121-1-1-17121530010no0.0036221-1-1-111.2821-1-1-111.283-1-1-1253-1-112.93-11-13531-1-1-17431122331Glass4.9831Glass453551013.97231-1-1-114.707C-7.84312252000310MalletStraightLevel143-11-1-10.723-11-1-10.7231stBW19.95443-11-1-1483small2030Small14.5343small2030Small14.53432.518602251332.51860225133GlassSpoonExpensive10310082060231515203-11-1-1483-11-1-14831240010no0.003013-11-1-11.093-11-1-11.0941-1-1324-1-114.4411-15541-1-1-17841122841Glass541Glass354551013.90741-1-1-115.219D-18.73412252001410MalletStraightLevel12.5411-1-10.98411-1-10.9841stBW19.9542411-1-1654large2030Small14.5554large2030Small14.55543186022516431860225164GlassSpoonExpensive1041208206025101630411-1-165411-1-15441540010no0.00182411-1-15.75411-1-15.7551-1-14351-127.25-1-11445-11-1-18151122052Glass6.6552Glass205591013.885-11-1-111.635AB-51.3251030200-1510MalletStraightLevel195-1-11-10.635-1-11-10.6353rdColor19.95465-1-11-1685small-2045Small14.5165small-2045Small14.51652.514802251752.51480225175GlassSpoonExpensive11510043060261513805-1-11-1685-1-11-16851230015no0.00285-1-11-12.135-1-11-12.1361-1-12961-12461-11406-11-1-18561122662Glass6.2462Glass166591013.866-11-1-112.089AC11.69610302000610MalletStraightLevel1661-11-10.6761-11-10.6763rdColor19.954861-11-1606large-2045Small14.5206large-2045Small14.52063148022515631480225156GlassSpoonExpensive106120430602625152561-11-16061-11-16061530015no0.002961-11-19.5361-11-19.537-11-13571-122.47-11160711-1-18372122572Glass5.4972Glass137591014.032711-1-117.273AD9.78712302002710MalletStraightLevel18.57-111-10.657-111-10.6571stColor19.95427-111-1807small2045Small14.5407small2045Small14.54072.518802252072.51880225207GlassSpoonExpensive8710083060240015007-111-1807-111-18071240015no0.002527-111-11.037-111-11.038-11-13481-122.5811139811-1-18082122682Glass5.5582Glass118591013.914811-1-117.815BC20.78812302003830MalletStraightLevel08111-10.88111-10.881stColor19.95438111-1658large2045Small14.5608large2045Small14.56083188022515831880225158GlassSpoonExpensive9812083060275016208111-1658111-16581540015no0.00168111-15.358111-15.359-11-1509-1115.99000369-1-11-17792122491Plastic4.9591Plastic449551514.8219-1-11-110.403BD14.7491025250-1930MalletStraightLevel16.59-1-1-110.69-1-1-110.693rdBW24.95499-1-1-11439small-2030Large14.589small-2030Large14.5892.514602501092.51460250109AluminumSpoonExpensive15910042075240014009-1-1-11439-1-1-114391230010yes0.003369-1-1-111.69-1-1-111.61011-15510-1114.5100004010-1-11-1781021225101Plastic4.43101Plastic4210551514.75710-1-11-110.151CD1.2710102525001030MalletStraightLevel4.5101-1-110.81101-1-110.81103rdBW24.9546101-1-1110010large-2030Large14.51010large-2030Large14.51010314602502510314602502510AluminumSpoonExpensive10101204207523901525101-1-11100101-1-11100101530010yes0.00344101-1-1111.73101-1-1111.731111-14711-1115.11100043111-11-1811121229111Plastic4.27111Plastic3511551514.843111-11-14.368ABC-2.8211122525021130MalletStraightLevel17.511-11-110.6311-11-110.63111stBW24.954811-11-114511small2030Large14.53211small2030Large14.532112.5186025013112.518602501311AluminumSpoonExpensive1611100820752300150011-11-114511-11-1145111240010yes0.0030811-11-111.1611-11-111.161211-14612-1114.21200045121-11-1801221227121Plastic4.25121Plastic2112551514.878121-11-14.098ABD-6.512122525011230MalletStraightLevel20.51211-110.791211-110.79121stBW24.95451211-1110412large2030Large14.55012large2030Large14.55012318602502412318602502412AluminumSpoonExpensive141212082075252015001211-111041211-11104121540010yes0.001841211-114.681211-114.6813-1-114413114113-111-1881311837132Plastic5.28132Plastic1313591514.88813-111-19.36ACD10.213103025011330MalletStraightLevel17.513-1-1110.5613-1-1110.56133rdColor24.954713-1-1117513small-2045Large14.51813small-2045Large14.518132.5148025019132.514802501913AluminumSpoonExpensive1213100430752625142013-1-1117513-1-11175131230015yes0.0026913-1-1112.1613-1-1112.1614-1-1145141143.914-111-1821411839142Plastic4.91142Plastic1614591514.92114-111-19.253BCD-7.9814103025011430MalletStraightLevel33141-1110.65141-1110.65143rdColor24.9548141-1118614large-2045Large14.52114large-2045Large14.52114314802502114314802502114AluminumSpoonExpensive9141204307526301490141-11186141-11186141530015yes0.00284141-1119.11141-1119.1115-1-1138151136.315111-1731511838152Plastic4.75152Plastic1015591514.41515111-113.44ABCD-6.2515123025061510Cavity-backStraightLevel415-11110.5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Cavity-backStraightDownhill8.58430Cavity-backStraightDownhill368510MalletBreakingDownhill88610MalletBreakingDownhill4.58710MalletBreakingDownhill6.58810MalletBreakingDownhill108910MalletBreakingDownhill139010MalletBreakingDownhill419110MalletBreakingDownhill149230MalletBreakingDownhill21.59330MalletBreakingDownhill10.59430MalletBreakingDownhill6.59530MalletBreakingDownhill09630MalletBreakingDownhill15.59730MalletBreakingDownhill249830MalletBreakingDownhill169910Cavity-backBreakingDownhill010010Cavity-backBreakingDownhill010110Cavity-backBreakingDownhill010210Cavity-backBreakingDownhill4.510310Cavity-backBreakingDownhill110410Cavity-backBreakingDownhill410510Cavity-backBreakingDownhill6.510630Cavity-backBreakingDownhill1810730Cavity-backBreakingDownhill510830Cavity-backBreakingDownhill710930Cavity-backBreakingDownhill1011030Cavity-backBreakingDownhill32.511130Cavity-backBreakingDownhill18.511230Cavity-backBreakingDownhill8

Chapter 07Problem 1Problem 2Problem 3Problem 4Problem 5Problem 6Problem 7Problem 8Problem 9Problem 10Problem 11Problem 12Problem 13Problem 14Problem 18Problem 19Problem 20BlockCutting SpeedTool GeometryCutting AngleLife HoursBlockBit SizeCutting SpeedVibrationBlockPour TemperatureTitanium ContentHeat Treat MethodGrain RefinerCrack LengthBlockCutting SpeedTool GeometryCutting AngleLife HoursBlockABCDYieldBlockABCDYieldBlockApertureExposure TimeDevelop TimeMask DimensionEtch TimeYieldBlockApertureExposure TimeDevelop TimeMask DimensionEtch TimeYieldBlockApertureExposure TimeDevelop TimeMask DimensionEtch TimeYieldBlockCarbonationPressureSpeedFill Height DeviationBlockCarbonationPressureSpeedFill Height DeviationBlockLength of PuttType of PutterBreak of PuttSlope of PuttDistance from CupBlockLaser PowerPulse FrequencyCell SizeWriting SpeedUECBlockClassTypePriceNumber of OrdersBlockTemperaturePressureConcentrationStirring RateFiltration RateBlockCutting SpeedTool GeometryCutting AngleLife HoursBlockCutting SpeedTool GeometryCutting AngleLife Hours1Block 1-1-1-1221Block 1-1-118.21Block 1-1-1-1-17.0371Block 1-1-1-1221Block 2-1-1-1-1901Block 1-1-1-1-1901Block 1small-2030Small14.571Block 1small-2030Small14.571Block 1small-2030Small14.571Block 11025200-31Block 11025200-31Block 110MalletStraightLevel101Block 2-1-1-1-10.751Block 13rdBW19.95501Block 1-1-1-1-1251Block 1-1-1-1221Block 1-1-1-1222Block 1-1-1-1312Block 2-1-118.92Block 2-1-1-1-16.3762Block 21-1-1322Block 11-1-1-1742Block 41-1-1-1742Block 2large-2030Small14.592Block 4large-2030Small14.592Block 2large-2030Small14.592Block 21025200-12Block 41025200-12Block 210MalletStraightLevel182Block 11-1-1-10.982Block 23rdBW19.95542Block 21-1-1-1912Block 1-1-1-1312Block 21-1-1433Block 1-1-1-1253Block 3-1-112.93Block 11-1-1-114.7073Block 2-11-1353Block 1-11-1-1813Block 4-11-1-1813Block 2small2030Small14.5343Block 2small2030Small14.5343Block 3small2030Small14.5343Block 1122520003Block 2122520003Block 310MalletStraightLevel143Block 1-11-1-10.723Block 11stBW19.95443Block 2-11-1-1683Block 1-1-1-1253Block 2111474Block 21-1-1324Block 4-1-114.44Block 21-1-1-115.2194Block 111-1554Block 211-1-1834Block 111-1-1834Block 1large2030Small14.5554Block 3large2030Small14.5554Block 4large2030Small14.5554Block 2122520014Block 3122520014Block 410MalletStraightLevel12.54Block 211-1-10.984Block 21stBW19.95424Block 111-1-1454Block 21-1-1324Block 21-1-1325Block 21-1-1435Block 11-127.25Block 1-11-1-111.6355Block 2-1-11445Block 1-1-11-1775Block 3-1-11-1775Block 2small-2045Small14.5165Block 2small-2045Small14.5165Block 4small-2045Small14.5165Block 11030200-15Block 21030200-15Block 510MalletStraightLevel195Block 1-1-11-10.635Block 13rdColor19.95465Block 2-1-11-1885Block 21-1-1435Block 111-1476Block 11-1-1296Block 21-1246Block 2-11-1-112.0896Block 11-11406Block 21-11-1816Block 21-11-1816Block 1large-2045Small14.5206Block 3large-2045Small14.5206Block 3large-2045Small14.5206Block 2103020006Block 4103020006Block 610MalletStraightLevel166Block 21-11-10.676Block 23rdColor19.95486Block 11-11-1406Block 11-1-1296Block 2-11-1507Block 2-11-1357Block 31-122.47Block 111-1-117.2737Block 1-111607Block 2-111-1887Block 2-111-1887Block 1small2045Small14.5407Block 1small2045Small14.5407Block 2small2045Small14.5407Block 1123020027Block 1123020027Block 710MalletStraightLevel18.57Block 2-111-10.657Block 11stColor19.95427Block 1-111-1607Block 2-11-1357Block 2-11-1358Block 2-11-1348Block 41-122.58Block 211-1-117.8158Block 2111398Block 1111-1738Block 3111-1738Block 2large2045Small14.5608Block 4large2045Small14.5608Block 1large2045Small14.5608Block 2123020038Block 3123020038Block 130MalletStraightLevel08Block 1111-10.88Block 21stColor19.95438Block 2111-1858Block 2-11-1348Block 1-111509Block 2-11-1509Block 1-1115.99Block 1-1-11-110.4039Block 1-1-1-11989Block 2-1-1-11989Block 2small-2030Large14.589Block 3small-2030Large14.589Block 4small-2030Large14.589Block 11025250-19Block 21025250-19Block 230MalletStraightLevel16.59Block 1-1-1-110.69Block 13rdBW24.95499Block 2-1-1-11639Block 2-11-1509Block 21-1-12910Block 111-15510Block 2-1114.510Block 2-1-11-110.15110Block 21-1-117210Block 31-1-117210Block 1large-2030Large14.51010Block 2large-2030Large14.51010Block 3large-2030Large14.51010Block 21025250010Block 31025250010Block 330MalletStraightLevel4.510Block 21-1-110.8110Block 23rdBW24.954610Block 11-1-118010Block 111-15510Block 111-15511Block 111-14711Block 3-1115.111Block 11-11-14.36811Block 2-11-118711Block 3-11-118711Block 1small2030Large14.53211Block 4small2030Large14.53211Block 2small2030Large14.53211Block 11225250211Block 11225250211Block 430MalletStraightLevel17.511Block 2-11-110.6311Block 11stBW24.954811Block 1-11-112511Block 111-14711Block 11-113712Block 211-14612Block 4-1114.212Block 21-11-14.09812Block 111-118512Block 211-118512Block 2large2030Large14.55012Block 1large2030Large14.55012Block 1large2030Large14.55012Block 21225250112Block 41225250112Block 530MalletStraightLevel20.512Block 111-110.7912Block 21stBW24.954512Block 211-1112412Block 211-14612Block 2-1-113813Block 2-1-114413Block 1114113Block 1-111-19.3613Block 2-1-1119913Block 4-1-1119913Block 1small-2045Large14.51813Block 4small-2045Large14.51813Block 1small-2045Large14.51813Block 11030250113Block 11030250113Block 630MalletStraightLevel17.513Block 2-1-1110.5613Block 13rdColor24.954713Block 1-1-1115513Block 2-1-114413Block 2-1-114414Block 1-1-114514Block 21143.914Block 2-111-19.25314Block 11-1117914Block 11-1117914Block 2large-2045Large14.52114Block 1large-2045Large14.52114Block 2large-2045Large14.52114Block 21030250114Block 31030250114Block 730MalletStraightLevel3314Block 11-1110.6514Block 23rdColor24.954814Block 21-11110614Block 1-1-114514Block 1-1-1-13115Block 2-1-113815Block 31136.315Block 1111-113.4415Block 1-11118715Block 1-11118715Block 2small2045Large14.54415Block 3small2045Large14.54415Block 3small2045Large14.54415Block 11230250615Block 21230250615Block 110Cavity-backStraightLevel415Block 1-11110.5515Block 11stColor24.955615Block 2-11119015Block 2-1-113815Block 11-113616Block 11-114016Block 41139.916Block 2111-112.92316Block 211118016Block 411118016Block 1large2045Large14.56116Block 2large2045Large14.56116Block 4large2045Large14.56116Block 21230250516Block 41230250516Block 210Cavity-backStraightLevel616Block 211110.6916Block 21stColor24.955416Block 111117616Block 11-114016Block 11-114017Block 21-113717Block 1-1-1-118.56117Block 2small-2030Small15.5817Block 3small-2030Small15.5817Block 2small-2030Small15.5817Block 310Cavity-backStraightLevel117Block 21-113717Block 2-11-13418Block 21-113618Block 2-1-1-118.95118Block 1large-2030Small15.51218Block 2large-2030Small15.51218Block 1large-2030Small15.51218Block 410Cavity-backStraightLevel14.518Block 21-113618Block 111-14619Block 1-1116019Block 11-1-1116.86719Block 1small2030Small15.53519Block 4small2030Small15.53519Block 4small2030Small15.53519Block 510Cavity-backStraightLevel1219Block 1-1116019Block 1-1116020Block 2-1115020Block 21-1-1117.05220Block 2large2030Small15.55220Block 1large2030Small15.55220Block 3large2030Small15.55220Block 610Cavity-backStraightLevel1420Block 2-1115020Block 21114121Block 1-1115421Block 1-11-1113.87621Block 1small-2045Small15.51521Block 4small-2045Small15.51521Block 3small-2045Small15.51521Block 710Cavity-backStraightLevel521Block 1-1115421Block 1-1115422Block 21113922Block 2-11-1113.65822Block 2large-2045Small15.52222Block 1large-2045Small15.52222Block 4large-2045Small15.52222Block 130Cavity-backStraightLevel022Block 21113922Block 21113923Block 11114123Block 111-1119.82423Block 2small2045Small15.54523Block 3small2045Small15.54523Block 1small2045Small15.54523Block 230Cavity-backStraightLevel1023Block 11114123Block 2-1-114524Block 11114724Block 211-1119.63924Block 1large2045Small15.56524Block 2large2045Small15.56524Block 2large2045Small15.56524Block 330Cavity-backStraightLevel3424Block 11114724Block 1-1-1-12525Block 1-1-11111.84625Block 1small-2030Large15.5625Block 1small-2030Large15.5625Block 3small-2030Large15.5625Block 430Cavity-backStraightLevel1126Block 2-1-11112.33726Block 2large-2030Large15.51026Block 4large-2030Large15.51026Block 4large-2030Large15.51026Block 530Cavity-backStraightLevel25.527Block 11-1116.12527Block 2small2030Large15.53027Block 2small2030Large15.53027Block 1small2030Large15.53027Block 630Cavity-backStraightLevel21.528Block 21-1115.90428Block 1large2030Large15.55328Block 3large2030Large15.55328Block 2large2030Large15.55328Block 730Cavity-backStraightLevel029Block 1-111111.1929Block 2small-2045Large15.51529Block 2small-2045Large15.51529Block 2small-2045Large15.51529Block 110MalletBreakingLevel030Block 2-111110.93530Block 1large-2045Large15.52030Block 3large-2045Large15.52030Block 1large-2045Large15.52030Block 210MalletBreakingLevel031Block 1111115.65331Block 1small2045Large15.54131Block 1small2045Large15.54131Block 4small2045Large15.54131Block 310MalletBreakingLevel18.532Block 2111115.05332Block 2large2045Large15.56332Block 4large2045Large15.56332Block 3large2045Large15.56332Block 410MalletBreakingLevel19.533Block 510MalletBreakingLevel1634Block 610MalletBreakingLevel1535Block 710MalletBreakingLevel1136Block 130MalletBreakingLevel537Block 230MalletBreakingLevel20.538Block 330MalletBreakingLevel1839Block 430MalletBreakingLevel2040Block 530MalletBreakingLevel29.541Block 630MalletBreakingLevel1942Block 730MalletBreakingLevel1043Block 110Cavity-backBreakingLevel6.544Block 210Cavity-backBreakingLevel18.545Block 310Cavity-backBreakingLevel7.546Block 410Cavity-backBreakingLevel647Block 510Cavity-backBreakingLevel048Block 610Cavity-backBreakingLevel1049Block 710Cavity-backBreakingLevel050Block 130Cavity-backBreakingLevel16.551Block 230Cavity-backBreakingLevel4.552Block 330Cavity-backBreakingLevel053Block 430Cavity-backBreakingLevel23.554Block 530Cavity-backBreakingLevel855Block 630Cavity-backBreakingLevel856Block 730Cavity-backBreakingLevel857Block 110MalletStraightDownhill4.558Block 210MalletStraightDownhill1859Block 310MalletStraightDownhill14.560Block 410MalletStraightDownhill1061Block 510MalletStraightDownhill062Block 610MalletStraightDownhill17.563Block 710MalletStraightDownhill664Block 130MalletStraightDownhill19.565Block 230MalletStraightDownhill1866Block 330MalletStraightDownhill1667Block 430MalletStraightDownhill5.568Block 530MalletStraightDownhill1069Block 630MalletStraightDownhill770Block 730MalletStraightDownhill3671Block 110Cavity-backStraightDownhill1572Block 210Cavity-backStraightDownhill1673Block 310Cavity-backStraightDownhill8.574Block 410Cavity-backStraightDownhill075Block 510Cavity-backStraightDownhill0.576Block 610Cavity-backStraightDownhill977Block 710Cavity-backStraightDownhill378Block 130Cavity-backStraightDownhill41.579Block 230Cavity-backStraightDownhill3980Block 330Cavity-backStraightDownhill6.581Block 430Cavity-backStraightDownhill3.582Block 530Cavity-backStraightDownhill783Block 630Cavity-backStraightDownhill8.584Block 730Cavity-backStraightDownhill3685Block 110MalletBreakingDownhill886Block 210MalletBreakingDownhill4.587Block 310MalletBreakingDownhill6.588Block 410MalletBreakingDownhill1089Block 510MalletBreakingDownhill1390Block 610MalletBreakingDownhill4191Block 710MalletBreakingDownhill1492Block 130MalletBreakingDownhill21.593Block 230MalletBreakingDownhill10.594Block 330MalletBreakingDownhill6.595Block 430MalletBreakingDownhill096Block 530MalletBreakingDownhill15.597Block 630MalletBreakingDownhill2498Block 730MalletBreakingDownhill1699Block 110Cavity-backBreakingDownhill0100Block 210Cavity-backBreakingDownhill0101Block 310Cavity-backBreakingDownhill0102Block 410Cavity-backBreakingDownhill4.5103Block 510Cavity-backBreakingDownhill1104Block 610Cavity-backBreakingDownhill4105Block 710Cavity-backBreakingDownhill6.5106Block 130Cavity-backBreakingDownhill18107Block 230Cavity-backBreakingDownhill5108Block 330Cavity-backBreakingDownhill7109Block 430Cavity-backBreakingDownhill10110Block 530Cavity-backBreakingDownhill32.5111Block 630Cavity-backBreakingDownhill18.5112Block 730Cavity-backBreakingDownhill8

Chapter 8Problem 1Problem 2Problem 3Problem 4Problem 6Problem 6cProblem 7Problem 7cProblem 8Problem 11Problem 12Problem 13Problem 14Problem 15Problem 20Problem 20bProblem 20cProblem 24Problem 25Problem 26Problem 27Problem 27dProblem 28Problem 29Problem 30Problem 31Problem 32Problem 33ABCDYieldPour TempTitanium ContentHeat Treat MethodGrain RefinerCrack LengthGapC2F6 FlowPowerEtch RateApertureExposure TimeDevelop TimeMask DimensionEtch TimeYieldSolventCatalystTemperaturePurityReactant pHColorSolventCatalystPurityColorFurnace TempHeating TimeTransfer TimeHold TimeQuench TempFree HeightFurnace TempHeating TimeTransfer TimeHold TimeQuench TempRangeStDevCondensationMaterial 1SolventTimeMaterial 2YieldBlockApertureExposure TimeDevelop TimeMask DimensionEtch TimeYieldTimeConcentrationPressureTemperatureYieldTimeConcentrationPressureTemperatureYieldTemperaturePressureFiltration RateBlockABCDEOrder QuantityRe-order PointSetup CostBackorder CostCarrying CostAvg Annual CostBlockOrder QuantityRe-order PointSetup CostBackorder CostCarrying CostAvg Annual CostBlockOrder QuantityRe-order PointSetup CostBackorder CostCarrying CostAvg Annual CostPitch/Fines RatioPack TypePack TempFlue LocationPit TempDelay TimeWeightRangeLam TempLam TimeLam PresFire TempFire TimeFire DPCamber AvgCamber StDevVolumeBatchTimeSpeedAccCoverThick AvgRangeABCDEFGHTaste AvgTaste StDevABCDEFGHTaste AvgTaste StDevPressureTemperatureMoistureFlowParticle SizeYieldABCDEFGHJKparcsinF&TABCDEFGHJcsqrtF&TABCDEFGainABCDEFPitchMixer PortsTemperatureMixing TimeBatch WeightDelaysStd Dev1-1-1-1-1901-1-1-1-17.03710.812532510371small-2030Large15.561-1-1-1-11-0.631-1-1-1-0.6311111-17.811-1-1-1-110.380.19313207921-1-1-1-1123.21Block 2small-2030Small15.5812.514602251212.51460250101-1-1451Block 1-1-1-1111-1-1-111951Block 1-1-1-111951Block 1-1-1-1119510.45125Outside195241129.6666666667407155105158017.520157.2524.41813Batch 21466505Off4690.7351A1B1C1D1E1F1G1H19.63.051A1B1C1D1E1F1G1H19.53.51188458431415255404.05631-1-1-1-111111-10.9581.3641.3631-1-1-1-11-11-11567.487.521-1-1-1-1-1-114551-1-1-1-1-1-17411Cool60150011.1321-1-117221-1-1116.86720.812532510522large-2030Small14.5921-1-1-1-12.5121-1-12.51211-1-117.5621-1-11-10.30.165227116421-1-11-116.92Block 1large-2030Small14.5923146025025231460225182-1-1752Block 11-1-1-1-121-1-1-111342Block 11-1-1-111342Block 11-1-1-1113420.55125Inside25241393377275105158029264820.97623Batch 214735020Off4317.3202A2B1C1D1E1F2G2H210.83.112A2B1C1D1E1F2G2H2102.94392028882550255401.282121-1-1-1111-1-1111.5711.55521-1-1-11-1-11-1174.124.1821-1-1-11-1151121-1-1-11-119022Cool60150071.253-11-11873-11-1113.87631.21252756693small2030Small15.5353-11-1-1-1-2.683-11-1-2.6831-1-1117.883-1-11110.120.06928203233-11-11116.83Block 1small2030Small14.53432.518602501332.518602251331-11003Block 1-11-1-113-11-1-1-11583Block 1-11-1-1-11583Block 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1-1-111-1925Block 1-1-111-19250.451325Outside250763.666666666711655510101580292655.7522.4155Batch 214735020On4262455A1B1C2D1E2F2G2H191.415A1B1C2D1E2F2G2H19.251.554152515401.28245-1-11-1-11-1-1110.9581.3641.3635-1-11-111-11131.731.875-1-11-11114305-1-11-11111551Cool80150071.4761-11-18161-11-14.36860.82002756016large-2045Small15.52261-11-111.2261-1-11.226-11-11-17.566-11-11-10.060.034641016261-11-1123.46Block 1large-2045Small15.52263148022515631480250216-11806Block 11-11-1161-11-1-11876Block 11-11-1-11876Block 11-11-1-118760.551325Inside19501295.3333333333846751010158017.52023063.63965Batch 16665020Off4485.7256A2B1C2D1E2F1G1H2151.736A2B1C2D1E2F1G1H214.751.892969448665502515404.056661-11-1-11-11-1-10.9581.3641.36361-11-1111-1-1422.1261-11-1-11148161-11-1-1110162Cool80150011.287-111-1887-111-19.3671.22003257297small2045Small14.5407-111-11-2.097-11-1-2.097-111-1-17.567-111-110.070.04041451887-111-1-116.27Block 1small2045Small15.54572.518802252072.5188025017711657Block 1-111-1-17-111-111557Block 1-111-111557Block 1-111-1115570.452325Inside25241292.3333333333727552510158017.52697.2516.02973Batch 26665020Off4521.7227A1B2C2D1E1F2G1H251.227A1B2C2D1E1F2G1H251.414213562474159515404.05717-111-1-1-11-1-1-10.8131.1241.1237-111-1-1-1-11-1507.077.127-111-1-1-114587-111-1-1-15471Ambient80150011.1881111808111115.65381.22003258608large2045Large15.5638111-1-11.93811-11.938-1-111-17.8881-11-1-10.40.222785397581111118.18Block 2large2045Small14.5608318802502383188022515811968Block 1111118111111858Block 1111111858Block 11111118580.552325Outside19524123648187525101580292022539.4285Batch 21473505Off4525.7168A2B2C2D1E1F1G2H115.20.848A2B2C2D1E1F1G2H115.250.957427107885509515401.28548111-1-1-111110.9061.2591.2598111-1-1-11-1121.411.578111-11-115498111-11-114482Ambient80150070.989-1-1-11-16.799-1-116.799-1-1-1-117.2591-11-110.130.0650640719Block 2small-2030Large14.589Block 2111-1-19Block 21-1-1111369Block 2111-1-1189955105162017.52650.2526.72595Batch 11473505On4382.7159A1B1C1D2E2F2G1H22.20.849A1B1C1D2E2F2G1H220.81649658099415255601.28239-1-1-11-1-1111-10.6790.9690.9689-1-1-11-11111111.219-1-1-11-1114549-1-1-11-1112191Cool60200070.78101-1-1115.47101-115.4710-11-1117.510-1-1-1-1-10.030.017320508110Block 1large-2030Large15.51010Block 2-1111110Block 2-1-1-1-119310Block 2-1111-115410751051620292085.2550.341105Batch 26735020Off4300.31310A2B1C1D2E2F1G2H172.5510A2B1C1D2E2F1G2H172.943920288810550255604.0574101-1-11-1-11-1-110.7811.0811.083101-1-11-11-1-1-1000.5101-1-11111517101-1-1111188102Cool60200011.3611-11-1113.4511-1113.451111-1-1-17.5611-111-1-10.120.061101009311Block 1small2030Large15.53011Block 21-111-111Block 211-1-1-118711Block 21-111113511552551620292631.57.681113Batch 1673505On4493.32011A1B2C1D2E1F2G2H18.83.9611A1B2C1D2E1F2G2H184.082482904611415955604.058011-11-11-11-11-1111.5711.55611-11-111-111-131.731.8711-11-111-1148711-11-111-1135111Ambient60200011.851211-11-15.68121115.68121-11-1-18.061211-1-110.190.096090235412Block 2large2030Large14.55012Block 2-1-11-1112Block 2-11-11-115312Block 2-1-11-11961275255162017.52016020.083123Batch 16735020Off4223.71612A2B2C1D2E1F1G1H22.81.7912A2B2C1D2E1F1G1H23.251.707825127712550955601.28331211-11-11-1-11-10.8961.2411.2421211-111-1-1-11123.463.541211-11-1-115961211-11-1-1170122Ambient60200070.6213-1-11115.2213-1-115.2213-11-1117.51311-1-1-10.190.102143689613Block 2small-2045Large15.51513Block 211-1-1113Block 21-111-113913Block 211-1-111931355101016202920113.7531.12135Batch 114665020On44512413A1B1C2D2E1F1G2H24.63.2913A1B1C2D2E1F1G2H24.753.7749172176134152515604.056313-1-1111-1-1-1110.9581.3641.36313-1-111-1-1-1-1131.731.8713-1-1111-1144613-1-1111-1126131Cool80200011.09141-111-14.38141-114.3814-1-1-1-1-17.81141-1-1110.440.254034118414Block 1large-2045Large14.52114Block 2-11-11-114Block 2-1-11-1-19914Block 2-11-11115214751010162017.52692.7529.51143Batch 26735020On4220.32014A2B1C2D2E1F2G1H12.41.5214A2B1C2D2E1F2G1H12.51.7320508076145502515601.2821141-1111-1-11-1-10.8181.131.13141-111-1-111-1422.12141-111-1-11473141-111-1-1175142Cool80200071.115-1111-14.315-1114.3151-11-117.6215-11-1110.060.034641016215Block 1small2045Large14.54415Block 21-1-11115Block 2111-1119115Block 21-1-11-113715552510162017.520150.756.75153Batch 2673505Off4530.33315A1B2C2D2E2F1G1H19.24.0215A1B2C2D2E2F1G1H1104.1633319989154159515601.284415-1111111-1-1-10.8411.1611.1615-111111-1-1-1000.515-1111-11146115-1111-11126151Ambient80200070.7616111114.05161114.0516-11-11-17.5161111-10.250.125033328916Block 2large2045Large15.56316Block 2-1-1-1-1-116Block 2-1111115016Block 2-1-1-1-1-198167525101620292611517.45163Batch 214665020On4478.71616A2B2C2D2E2F2G2H212.61.1416A2B2C2D2E2F2G2H212.51.2909944487165509515604.05961611111111110.9551.3571.35616111111111000.516111111156316111111193162Ambient80200012.117-11-1117.56173Batch 114735020On4198.758181-1-1117.88183Batch 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Chapter 9Problem 1Problem 3Problem 4Problem 6Problem 9Problem 22Problem 23aProblem 23bProblem 23dProblem 23eConcentrationTimeDensityBottle TypeShelf TypeWorkerTimeBrandStrengthDogEnzyme LevelPressureTemperatureYieldBlockBottle TypeShelf TypeWorkerTimeCloneBerry SizeFerm Temp 1Ferm Temp 2Whole BerryMacer TimeYeastOakRankTimeProcessMachineLengthTimeProcessMachineLengthTimeProcessMachineAvgLog(Var)ProcessMachineAvgVar111001PlasticPermanent13.4511119611008047.581Block 1PlasticPermanent13.451WadenswilSmallC1D1E110AssmanhauTroncais418amP1M1618amP1M1618amP1M14.7512.251P1M14.33333333339.696969697211052PlasticPermanent13.3621118421008048.772Block 2PlasticEnd Aisle33.942PommardSmallC1D1E121ChampagneAllier10211amP1M16211amP1M16211amP1M12.258.91666666672P2M12.57.909090909131102328mm glassPermanent14.0732118531208064.973Block 328mm glassPermanent24.523WadenswilLargeC1D1E210ChampagneAllier633pmP1M1533pmP1M1533pmP1M164.66666666673P1M275.272727272741104428mm glassPermanent13.5242118041208069.224Block 238mm glassPermanent34.174PommardLargeC1D1E221AssmanhauTroncais948amP2M1448amP2M1448amP2M12.757.58333333334P2M24.758.204545454552104538mm glassPermanent14.253118451408080.925Block 3PlasticCooler26.215WadenswilSmallC2D1E221ChampagneTroncais11511amP2M13511amP2M13511amP2M10.754.255P1M31.753.659090909162107638mm glassPermanent13.6863118361408072.66Block 128mm glassEnd Aisle14.386PommardSmallC2D1E210AssmanhauAllier163pmP2M1663pmP2M1663pmP2M14106P2M304721067PlasticEnd Aisle14.1471219471009051.867Block 228mm glassCooler34.997WadenswilLargeC2D1E121AssmanhauAllier1578amP1M2778amP1M2778amP1M26.53.66666666677P1M46.83333333335.6060606061821058PlasticEnd Aisle14.1981219581009082.438Block 338mm glassEnd Aisle25.178PommardLargeC2D1E110ChampagneTroncais5811amP1M28811amP1M28811amP1M26.753.58333333338P2M44.5593107928mm glassEnd Aisle14.3892219591209088.479Block 138mm glassCooler15.679WadenswilSmallC1D2E221AssmanhauAllier1293pmP1M21093pmP1M21093pmP1M27.7510.91666666671031081028mm glassEnd Aisle14.261022193101209084.2310Block 338mm glassPermanent14.210PommardSmallC1D2E210ChampagneTroncais2108amP2M26108amP2M26108amP2M24.51.666666666711310101138mm glassEnd Aisle14.261132195111409093.9511Block 138mm glassEnd Aisle34.8611WadenswilLargeC1D2E121ChampagneTroncais161111amP2M261111amP2M261111amP2M23.54.33333333331231071238mm glassEnd Aisle14.371232192121409088.5412Block 2PlasticPermanent24.812PommardLargeC1D2E110AssmanhauAllier3123pmP2M28123pmP2M28123pmP2M26.2518.916666666713114113PlasticCooler15.8131311011310010071.1813Block 128mm glassPermanent34.313WadenswilSmallC2D2E110ChampagneAllier8138amP1M31138amP1M31138amP1M31.752.916666666714114414PlasticCooler15.23141311051410010092.7714Block 238mm glassCooler26.0314PommardSmallC2D2E121AssmanhauTroncais141411amP1M331411amP1M331411amP1M31.51.66666666671511431528mm glassCooler15.48152311081512010096.5715Block 3PlasticEnd Aisle14.1415WadenswilLargeC2D2E210AssmanhauTroncais7153pmP1M3-1153pmP1M3-1153pmP1M328.66666666671611421628mm glassCooler14.85162311101612010088.7216Block 1PlasticCooler35.1416PommardLargeC2D2E221ChampagneAllier13168amP2M3-1168amP2M3-1168amP2M300.66666666671721461738mm glassCooler15.67173311051714010076.5817Block 228mm glassEnd Aisle25.151711amP2M321711amP2M321711amP2M30.51.66666666671821471838mm glassCooler15.58183311021814010083.0418Block 328mm glassCooler15.48183pmP2M30183pmP2M30183pmP2M3-0.511.666666666719214819PlasticPermanent24.8191128419Block 228mm glassPermanent14.07198amP1M46198amP1M46198amP1M45.5320214720PlasticPermanent24.4201128520Block 328mm glassEnd Aisle34.532011amP1M472011amP1M472011amP1M48.254.916666666721314102128mm glassPermanent24.52212128421Block 138mm glassPermanent24.96213pmP1M410213pmP1M410213pmP1M46.757.58333333332231482228mm glassPermanent24.44222128222Block 3PlasticPermanent34.08228amP2M44228amP2M44228amP2M44.50.333333333323314102338mm glassPermanent24.96233128323Block 128mm glassCooler26.252311amP2M492311amP2M492311amP2M45.572431472438mm glassPermanent24.39243128024Block 238mm glassEnd Aisle14.26243pmP2M44243pmP2M44243pmP2M43.58.333333333325118225PlasticEnd Aisle25.22251229925Block 338mm glassCooler34.85258amP1M11258amP1M1126118426PlasticEnd Aisle24.7261229726Block 1PlasticEnd Aisle25.222611amP1M112611amP1M112711852728mm glassEnd Aisle25.15272229827Block 2PlasticCooler15.8273pmP1M19273pmP1M192811862828mm glassEnd Aisle24.652822299288amP2M10288amP2M102921892938mm glassEnd Aisle25.1729322972911amP2M112911amP2M113021883038mm glassEnd Aisle24.753032296303pmP2M13303pmP2M13312181031PlasticCooler26.2131132106318amP1M25318amP1M2532218532PlasticCooler25.88321321043211amP1M243211amP1M2433318123328mm glassCooler26.2533232114333pmP1M26333pmP1M263431893428mm glassCooler26.234232102348amP2M23348amP2M2335318103538mm glassCooler26.03353321003511amP2M213511amP2M213631883638mm glassCooler26.3836332111363pmP2M210363pmP2M21037PlasticPermanent34.083711385378amP1M30378amP1M3038PlasticPermanent33.6538113863811amP1M313811amP1M313928mm glassPermanent34.33921386393pmP1M36393pmP1M364028mm glassPermanent34.044021384408amP2M30408amP2M304138mm glassPermanent34.1741313814111amP2M3-14111amP2M3-14238mm glassPermanent33.884231379423pmP2M34423pmP2M3443PlasticEnd Aisle33.944312398438amP1M47438amP1M4744PlasticEnd Aisle34.0844123904411amP1M4114411amP1M4114528mm glassEnd Aisle34.534522397453pmP1M44453pmP1M444628mm glassEnd Aisle34.084622395468amP2M45468amP2M454738mm glassEnd Aisle34.8647323934711amP2M464711amP2M464838mm glassEnd Aisle34.484832393483pmP2M47483pmP2M4749PlasticCooler35.144913398498amP1M19498amP1M1950PlasticCooler34.49501331035011amP1M135011amP1M135128mm glassCooler34.9951233109513pmP1M14513pmP1M145228mm glassCooler34.5952233100528amP2M16528amP2M165338mm glassCooler34.85533331065311amP2M115311amP2M115438mm glassCooler34.954333108543pmP2M10543pmP2M10558amP1M29558amP1M295611amP1M275611amP1M27573pmP1M211573pmP1M211588amP2M25588amP2M255911amP2M245911amP2M24603pmP2M27603pmP2M27618amP1M32618amP1M326211amP1M326211amP1M32633pmP1M32633pmP1M32648amP2M30648amP2M306511amP2M306511amP2M30663pmP2M3-2663pmP2M3-2678amP1M46678amP1M466811amP1M496811amP1M49693pmP1M45693pmP1M45708amP2M45708amP2M457111amP2M447111amP2M44723pmP2M43723pmP2M43738amP1M13738amP1M137411amP1M1-17411amP1M1-1753pmP1M16753pmP1M16768amP2M11768amP2M117711amP2M1-27711amP2M1-2783pmP2M17783pmP2M17798amP1M25798amP1M258011amP1M288011amP1M28813pmP1M24813pmP1M24828amP2M24828amP2M248311amP2M238311amP2M23843pmP2M20848amP1M34858amP1M348511amP1M308611amP1M30863pmP1M31873pmP1M31878amP2M31888amP2M318811amP2M318911amP2M31893pmP2M3-4903pmP2M3-4908amP1M43918amP1M439111amP1M469211amP1M46923pmP1M48933pmP1M48938amP2M44948amP2M449411amP2M439511amP2M43953pmP2M40963pmP2M40

Chapter 10Problem 1Problem 2Problem 6Problem 7Problem 9Problem 10Problem 11Problem 12Problem 18aProblem 18bHardwoodStrengthPollutionPurityViscosityLoadWearBrake HorsepowerrpmRoad Octane NumberCompressionConcentrationTemperatureYieldABCDRateABACADBCBDCDABCDRateABACADBCBDCDx1x2yx1^2x2^2x1x2Blockx1x2x3x4x5x6x7Blockx1x2x3x4x5x6x711016011.193.311.6851193122520009010011150811-1-1-1-1451111111-1-1-1-145111111111261111Block 1-1-1-1111-11Block 1-1-1-1111-121517121.4592215.5816230221218009495211808921-1-1-171-1-1-111121-1-1-171-1-1-1111211241112Block 11-1-1-1-1112Block 11-1-1-1-11131517531.3692.43221058172322924008811032150833-11-1-148-111-1-113-11-1-148-111-1-1131.541752.251663Block 1-11-1-11-113Block 1-11-1-11-1142018241.5991.74431201914222190091964218091411-1-1651-1-1-1-11411-1-1651-1-1-1-1141.541602.251664Block 111-11-1-1-14Block 111-11-1-1-152018451.08945331357113521916008610051150795-1-11-1681-11-11-15-1-11-1681-11-11-151.541632.251665Block 1-1-111-1-115Block 1-1-111-1-1162018160.7594.664011151256278250096110611808761-11-160-11-1-11-161-11-160-11-1-11-160.52550.25416Block 11-11-11-1-16Block 11-11-11-1-172518871.293.672463000949872150847-111-180-1-111-1-17-111-180-1-111-1-171.52622.25437Block 1-111-1-11-17Block 1-111-1-11-182519380.9993.1823732009010082180908111-16511-11-1-18111-16511-11-1-180.531000.2591.58Block 111111118Block 1111111192819590.8393.292332800881059-1-1-114311-11-1-19-1-1-114311-11-1-1911.52612.251.59Block 21-1-1111-19Block 111-1-11-111030200101.2292.91022434008697101-1-11100-1-111-1-1101-1-11100-1-111-1-1100.51.5300.252.250.7510Block 2-1-1-1-1-11110Block 2-11-11-1-1-1111.4792.21122318009010011-11-1145-11-1-11-111-11-1145-11-1-11-11112.57016.252.511Block 211-1-11-1111Block 21-1-11-1-1-1121.8191.3122302500891041211-111041-11-11-11211-111041-11-11-1120.52.5710.256.251.2512Block 2-11-11-1-1-112Block 2-1-1-1-1-1-1-1132.0390.113-1-111751-1-1-1-1113-1-111751-1-1-1-11141.7591.6141-11186-111-1-11141-11186-111-1-11151.6891.915-111170-1-1-1111

Chapter 11Problem 1Problem 2Problem 3Problem 8Problem 9Problem 10Problem 11Problem 12Problem 13Problem 14Problem 29PressureTemperaturePurityItem 1 QTYItem 1 ReorderItem 2 QTYItem 2 ReorderTotal Costx1x2x3yx1x2x3YieldTemperaturePressureTimex1x2yTemperatueAgitation RatePressureViscosityTimeTemperatureCatalystConversionActivityHardnessTimeLifeCostx1x2Mean ThickVar Thickx1x2x3y11.1-22582.811002525040625101.4142135624-118.51-1-1-1661-1-1541-106011505205351-1-1-17453.21-1-13161-1-1360.66.689110024.521.3-22583.5214025250806542-1.41421356240119.821-1-1802-11452-0.50.86665220052058021-1-15162.921-1132221-1445.214.23201024.831.1-21584.73100452508063430-1.4142135624-117.43-11-17831-13230.50.86674315010205963-11-18853.43-117243-11412.17.088300122.741.3-215854140452504067041.41421356240122.5411-1100411474106842001020563411-17062.64111730411601.78.58640.50.5025.151.2-22084.1510025300806925-1-11705-1.4142105050.5-0.8667051507.5156455-1-117157.35-1.41421356240411.46.64450.500.524.361.2-22084.56140253004066361-117061.414210536-0.5-0.8666362007.51545861-119067.961.4142135624051813.13600.50.523.571.2-22083.9710045300406487-1116070-1.41421477005871507.5253507-1116659.870-1.4142135624397.611.7470.33333333330.33333333330.333333333324.881.2-22084.381404530080686811175801.41421518006082007.52560081119767.8801.4142135624497.67.64980.66666666670.16666666670.166666666724.2912035275606809-1.681792830500100900419005791755155959-1.6817928305007659.1900530.67.83690.16666666670.66666666670.166666666723.9101203527560674101.68179283050080100039100055101751015648101.6817928305007965.91000495.49.306100.16666666670.16666666670.666666666723.7111203527560681110-1.681792830506811004411006911175525532110-1.6817928305085601100487.39.1271110025.11201.68179283050631200421217510256561201.681792830509760.71200510.27.9561200123.61300-1.681792830565130040131757.5206531300-1.68179283055557.41301023.914001.681792830582141757.52059914001.68179283058163.2140.33333333330.33333333330.333333333324.115000113151757.520620150008159.216000100160007560.417000118170007659.11800088180008360.619000100190008060.82000085200009158.9

Chapter 12Problem 1Problem 2Problem 3Problem 8Problem 9Problem 10Problem 11Problem 12Problem 13Problem 14Problem 15Problem 16Problem 17Problem 18Furnace TempHeating TimeTransfer TimeHold TimeFree Height MeanFree Height VarianceCarbonationPressureSpeedFill DeviationTimeTemperatureCatalystConversionActivityTemperatureAgitation RatePressureViscosityConcentrationStir RateMeanVarianceABCDCO EmisSpeedPressureDistanceMeanStd. Dev.ABCDEFABCDEFABCDEFABCDEFABCDESolder Defects MeanSolder Defects VarianceABCDEFGHABCDEFGH1-1-1-1-17.540.091-1-1-1-31-1-1-17453.211505205351-1-157.75121.1910000661-1-1-12412.5111-11111-1-1-1-1-1-111111-1-11111-1-1-11111-1-1214.751616.251-1-1-1-1-1-1-1-11111-1-111121-1-117.90.0712-1-1-1-121-1-15162.9220052058021-168.2572.25210117820-1-1120.38.42-11-11-1-1211-1-1-1-12111-11-12-11-1-111211-111135421-1-1-1-11112-111-1111-13-11-117.520.00131-1-103-11-18853.4315010205963-11731124.67320229031-1-1213.742.831-1-11-1-131-11-1-1-1311-11-113-1111-1131-11-11243.515233-11-1-11-111311-1-111-1-1411-1-17.640.00841-1-11411-17062.64200102056341181.75134.9240121724-10-1863.5411-1-1-114-111-1-1-141-11-111411-11-1-141-1-11-185.252218.9166666667411-1-111-1-141-1-111-11-15-1-1117.60.0745-11-1-15-1-117157.351507.5156455110280500-1136.680.45-11-1-11151-1-11-1-15-11-11115-1-111-1-15-1111-12522376.66666666675-1-11-1111-15-1-11111-1-161-11-17.790.0536-11-1061-119067.962007.5154586211075610-1340.716.26-1111116-11-11-1-161-111-116-11-1-1-1-16-11-1-11195.251852.2561-11-11-1-116-1111-11-1-17-111-17.360.03711-127-1116659.871507.52535070212687-11-1112.327.6711-1-11-17-1-111-1-17-111-1-1-171-1-111-17-1-1111305.751540.257-111-1-11-117-111111-1-1811117.660.017811-1381119767.882007.5256008122066801-1256.34.68-1-111-1-181111-1-1811-1-11181-11-11-18-1-1-1-1-1145.52241.66666666678111-1-1-11-1811111-11-19-1-11-19-1.6817928305007659.191755155959220160911-1271.723.69-111-11-191-1-1-11-191-1-11-1-1911-11119-1-1-1111-11911-11-11-1110-1-110101.6817928305007965.91017510156481000006210-1-1081010-111-1-1110-11-1-11-110-1-11-1-11101-1-1-1-1-1101-1-111-11-1101-111-1-11-1111-112110-1.6817928305085601117552553211101181110-10101.717.7111-1111111-1-11-11-111-11-1-1-11111-111-1111-11-11-111-111111-11-1-11121-1111201.681792830509760.712175102565612202294121-1035732.9121111-1112111-11-1121-1-1-11-112-11-111-11211-11-1-1-1112-111-1-1-11113-11111300-1.68179283055557.4131757.5206531301216713-100171.315131-1-1-11113-1-1-111-113-1-1-111-113111-11113-1-111-1-111131-1-1-1-11-1-114-111114001.68179283058163.2141757.5205991411028114000372014111-1111411-111-114-1-111111411-1-1-11141-111-11-1-1141-11-1-1-1-11151116150008159.2151757.5206201521107815100501.792.515-1-1-1-1-1-1151-1111-115-11111-11511111-115-11111-1-1-115-11-1-1111-1161115160007560.41602126616-11026463.51611111-116-11111-116-1-1-1-1-1-116-1-1-11-111611111111161-1-1111-11170007659.1171220691701042788.617-1-1-11-11171-1-1-1-1117-200000170-1-1-11-117-1-1-1-1-111-1180008360.61822015818110730.721.118-1-1-111-118-11-1-1-1118200000180-11-1-1118-1-1111-1-11190008060.819-1-11220.7133.819-1-11-11119-1-11-1-11190-200001901000019-11-1-11-111200009158.9200-11239.723.5201-11-11-120111-1-112002000020000-10020-1-111-1111211-1142218.5211-11-1-1121-1-1-11-112100-2000210010002111-11-1-11-122-10119929.422111-1-1-12211-11-112200200022-111-11-122-1-11-11-1-1-123001485.344.7231-1-1-1-1-1231-111-1123000-20023-1-1101123111-1-11-1-124101673.7158.224-11-1-1-1-124-1111-11240002002411-1-11-1241-1-1-1111125-111176.755.52511-1-1-1-125-1-1-1-11125000000250-11111251-11-1-111126011501138.926-1-11-1-1-12611-1-11126000000261-1-1-11126-11-111111271111010142.4271111-11271-11-1112700000027-1-1-10-1-127-1-1-1-11-11128-1-1-11-1128-111-11128000000281-101-1-1281-1111-11-12911111-1291-1-11112900000029-1-1011-129-11-11-1-1-1130-1-1-111-130-11-1111301-1-10-1130-1-1-1-1-1-1-1-131-11-1-11131-1-1111131-10-111131-2.34034731930000000321111113211111-1322.3403473193000000033-2.3784142300000331-11-11-1330-2.3403473193000000342.378414230000034-1111-113402.3403473193000000350-2.37841423000035111-1-1-13500-2.3403473193000003602.3784142300003611-111136002.3403473193000003700-2.3784142300037000-2.3403473193000038002.37841423000380002.3403473193000039000-2.3784142300390000-2.3403473193000400002.37841423004000002.3403473193000410000-2.37841423041000000004200002.37841423042000000004300000-2.37841423430000000044000002.37841423440000000045000000450000000046000000470000004800000049000000500000005100000052000000

Chapter 13Problem 1Problem 2Problem 3Problem 4Problem 6Problem 9Problem 10Problem 11Problem 12Problem 13Problem 15Problem 19Problem 21LoomOutputBatchCalciumOvenTemperatureWafer PositionUniformityChemicalBrightnessPartOperatorMeasurementInspectorTestPartImpedanceOperatorMachineStrengthRowColumnResponsePositionTemperatureDensityInspectorTestPartImpedanceTempOperatorGaugeDropABCDy11141123.4611491.5112.761177.19911150111137111109111361180057011113716011-21LLLL12213.92123.4822488.5221.432280.52222152212138211110221182180056521213826011-32HLLL23314.13123.5633490.1332.343379.41733153313137321110331303180058331313736012-63LHLL34413.64123.3941498.3440.944478.0014414942114142111241239428005284211414601244HHLL45513.85123.452484.65515.675174.46655148522141531116522205280054752214156013-15LLHL56114.16223.5963484.8621.76279.30666152623140631114632376280052162314066013-26HLHL67213.87223.4671498.1731.977378.01777151731141712110713367182510637311417602107LHHL78314.28223.4282479.9841.368478.358881528321428121158232281825108083214286021-98HHHL89413.89223.4993488.25914.499192.746991509331419221109333391825104393314196022-59LLLH910513.610223.5101493.51022.1910281.9141010147101124210221111014321028259881011242106022-110HLLH011114.211323.51112477.351131.4711391.5961111491112241113211211242011282510261112241116023-411LHLH112213.912323.641234731241.6512477.5441221521213243123211512343412282510041213243126023-812HHLH213314.113323.46131493.613176.208133150132124213131081318505651321242136031-113LLHH31441414323.52143471.8514280.346144151142224214131091418505101422242146031-814HLHH415513.915323.49153478.6515380.802155149152324215231111518505901523242156032-815LHHH51611416423.2816477.364166150163124316231091628505261631243166032-216HHHH61721417423.417182.876177151173224217331141728505381732242176033017LLLL71831418423.3718273.385188150183324318331191828505321833243186033-718HLLL819413.919423.4619380.626199151191133019141101911330196041419LHLL920513.820423.3920477.3862010146201233120141082012331206041420HHLL021114.121523.29211150211333121241142113331216042-321LLHL12221422523.46222151222133122241122221331226042-722HLHL223313.923523.37233150232233123341202322331236043-223LHHL324413.724523.32244150242333124341172423331246043424HHHL42551425523.38255148253132925313292575111425LLLH5266150263233026323302675111426HLLH6277151273332827333282775122227LHLH7288149281144228114422875122428HHLH8299150291244329124432975132029LLHH93010149301344230134423075131630HLHH031125031214433121443317521631LHHH132225132224433222443327521032HHHH2333254332344333234433375228344248343144234314423475226355248353244235324423575232366252363344236334423675230377251371152837115283775311388253381253038125303875312399251391352939135293975326401024640215294021529407532241124841225304122530417533342225142235294223529427533043325243315314331531437541-744425044325294432529447541645524945335294533529457542-546625046116424611642467542247725047126424712642477543-548824848136434813643487543-149924849216454921645499011-8501024750226455022645509011-851125151236455123645519012-852225152316445231644529012353325153326465332646539013-254425154336455433645549013-155524855117255511725559021-2566250561272656127265690212057725057137275713727579022158825058217285821728589022-759924959227285922728599023-1601024860237306023730609023-261317296131729619031-162327276232727629031-263337276333727639032-964118406411840649032-865128406512840659033-466138406613840669033-767218436721843679041-268228426822842689041169238426923842699042-8703184370318437090423713284371328437190431723384172338417290433731192573119257412925741292575139257513925762192776219277722929772292978239287823928793192679319268032926803292681339268133926821110358211103583121034831210348413103484131034852110358521103586221035862210358723103487231034883110358831103589321034893210349033103590331035

Chapter 14Problem 1Problem 2Problem 3Problem 4Problem 5Problem 7Problem 11Problem 13Problem 14Problem 15Problem 16Problem 19Problem 20Problem 22Problem 26Problem 27Burn RateProcessBatchFinishMachineOperatorVariabilityMachineSpindleTimeJobOperatorHardnessAlloyHeatIngotABCyAByMachinePowerStationYieldMachinePowerStationYieldMachinePowerStationYieldVendorHeatBar SizeStrengthTemperatureShiftTimeStrengthMixMethodDayReflectanceDayTechDoseThickTimePressurePowerGas FlowGas TypePaper TypeContact AnglePressurePowerGas FlowGas TypePaper TypeContact Angle1251117911112111158.3111401111-1-1-111116111134.1111134.1111134.111111.231150011063111164.511111951-1-1-1OxygenE148.61-1-1-1OxygenE257230112621129112154.62126311121-1-122114211130.3211130.3211130.321111.2592150012054212168.32111210421-1-1OxygenE141.221-1-1OxygenE141.23261139221311113162.5313222113-11-133118311131.6311131.6311131.63111.51.3163150013061313170.3311131013-11-1OxygenE155.83-11-1OxygenE155.8419214992141211416041410211411-144215412124.3412124.3412124.34111.51.34150021050411265.241114108411-1OxygenE153.5411-1OxygenE251.35172158831514215156.3515951215-1-1155217512126.3512126.3512126.351121.2875150022052512269.252111955-1-11OxygenE137.65-1-11OxygenE137.66142167531615216163.76166712161-1166219612127.1612127.1612127.161121.2926150023059613271.26211210661-11OxygenE147.261-11OxygenE244.87143173641713217159.4117832217-11177216721131.1721131.1721131.172111.3017150031048711366.2721131037-111OxygenE147.27-111OxygenE254.68153185341814218154.92186222181118812-3821133.5821133.5821133.582111.2638150032074812369821141098111OxygenE148.78111OxygenE148.79203199412914319162.6319651319-1-1-1991219211349211349211349211.51.2749150033071913370.893111969-1-1-1SiCl4E159-1-1-1SiCl4E1510191210741210103110158.7411054131101-1-10102221022124.11022124.11022124.110211.51.268101500410541021166.3103112105101-1-1SiCl4E156.8101-1-1SiCl4E256.211281211852211123111158.151116123111-11-1111224112212511221251122125112121.247111500420481122169.511311310611-11-1SiCl4E125.611-11-1SiCl4E233122012127922121131121616112772311211-12122231222126.31222126.31222126.3122121.215121500430591223173.11231141131211-1SiCl4E141.81211-1SiCl4E141.81323221353321381213159.212132711213-1-113132311331132.91331132.91331132.9133111.2471316001108913212651341119013-1-11SiCl4E113.313-1-11SiCl4E223.71424221456321491214157.7221430112141-11414230143113314311331431133143111.296141600120911422270.3144112100141-11SiCl4E147.5141-11SiCl4E147.51521221540421510121516132152321215-11151523-31531133.11531133.11531133.115311.51.273151600130621523272.815411310215-111SiCl4E111.315-111SiCl4E111.31635321656421681216157.54216392121611161632124.21632124.21632124.216311.51.264161600210801621366.516411411416111SiCl4E149.516111SiCl4E248.217213217461317122217158.35217691221732126.11732126.11732126.1173121.3011716002207217223691711217117-1-1-1OxygenE25718243218571318102218162.36218471221832125.31832125.31832125.3183121.262181600230691823374.218112282181-1-1OxygenE238.219151319762319112219159.61219752221911233.71911233.71911233.7191211.346191600310731931174.11911238519-11-1OxygenE262.920171320682320132220156.82220642222011234.92011234.92011234.9201211.4201600320812032173.8201124852011-1OxygenE251.321141321463321163221158.932217813221112352111235211123521121.51.3292116003306921331782121217821-1-11OxygenE243.522182322573322153222158.94222451322212228.12212228.12212228.122121.51.362221600410882231273.822212284221-11OxygenE244.823212323624323153223156.95223352322312229.32312229.32312229.3231221.346231600420922332274.52321238623-111OxygenE254.624172324474324143224160.36224422322412228.62412228.62412228.6241221.382241600430642433279.12421248424111OxygenE244.425383325158.9132521233.12521233.12521233.1252211.3462531372.32531217025-1-1-1SiCl4E218.126543326154.8232621234.72621234.72621234.7262211.3922632375.426312281261-1-1SiCl4E256.227503327160.5332721233.92721233.92721233.927221.51.3842733380.12731238827-11-1SiCl4E23328151428161.1432822224.12822224.12822224.128221.51.3752841166.5283124902811-1SiCl4E237.829161429157.7532922225.12922225.12922225.1292221.36229421702941216829-1-11SiCl4E223.730131430162.6633022227.93022227.93022227.9302221.3283043172.330412284301-11SiCl4E243.231352431157.8133131233.83131233.83131233.8313211.2753141264.83141238531-111SiCl4E223.932272432156.3233231233.43231233.43231233.4323211.2683242268.33241248832111SiCl4E248.233252433159.5333331232.83331232.83331232.833321.51.263343271.533113110834253434158.5433432223.23432223.23432223.234321.51.2653441367.734113211535293435156.9533532227.43532227.43532227.4353221.283542368.635113311736333436161.863363222836322283632228363221.2713643372.43611341163711336.23711336.23711336.2371311.2353721311103811336.83811336.83811336.8381311.2063821321093911337.13911337.13911337.139131.51.253921331164012325.74012325.74012325.740131.51.2394021341104112326.14112326.14112326.1411321.2734131311074212324.94212324.94212324.9421321.2154231321064321332.84321332.84321332.8432311.3154331331124421335.14421335.14421335.1442311.324431341174521334.34521334.34521334.345231.51.34645413110946223264622326462232646231.51.3574641321124722327.14722327.14722327.1472321.3364741331154822323.94822323.94822323.9482321.3424841341184931333.64931333.64931333.6493311.324491211965031332.85031332.85031332.8503311.315501212995131331.75131331.75131331.751331.51.392511213955232324.75232324.75232324.752331.51.36452121497533232253323225332322533321.3195322111005432324.85432324.85432324.8543321.3235422121015522139956221411257321194583212100593213104603214121614211986242121026342131006442141186512217066122284671223836812248569222172702222797122238072222486733221667432228475322387763224907742216878422281794223858042248581123110882123210083123310584123410985223110486223210287223310888223410989323110090323210191323310992323411793423110694423210395423311096423411697131195981312102991313105100131410710123119210223121001032313101104231410810533119010633129710733131001083314110109431198110431210211143131051124314110113132170114132281115132384116132487117232169118232276119232380120232486121332173122332275123332382124332491125432172126432278127432380128432495129133110013013321061311333113132133411513323311011342332104135233310913623341131373331981383332100139333310414033341121414331101142433210514343331101444334120

Chapter 15Problem 2Problem 5Problem 10Problem 11Problem 15Problem 17LoadRateSpeedMudAdvance RateVolumeBatchTimeSpeedAccCoverThick AvgVarianceSodium CitrateGlycerolEquilibrium TimeNumber SurvivedTruckVolumeTimeThickGlueStrengthHardnessSpeedRemoval1-1-1-1-11.6813Batch 21466505Off4690.7350.3333333321-1-1-134112427113146.5112010006821-1-1-11.9823Batch 214735020Off4317.3101.33333333211-1-120214044214145.921401000903-11-1-14.9833Batch 21473505On4535361-11-18313533312149.83150100098411-1-15.743Batch 11466505On465616311-121414041412146.141251000775-1-11-13.2455Batch 214735020On4262543-1-1130522625514144.3513610008861-11-13.4465Batch 16665020Off4485.7186.33333333211-1120623235612248.7616512001127-111-19.9773Batch 26665020Off4521.7121.3333333321-1111072424671024971401200948111-19.0785Batch 21473505Off4525.785.333333332111125822526811250.181201200659-1-1-112.0795Batch 11473505On4382.758.3333333321933840912248.59125120074101-1-112.44105Batch 26735020Off4300.344.333333332110326221014245.21013312008511-11-117.77113Batch 1673505On4493.3105.333333332111350531115346.31117514001181211-119.43123Batch 16735020Off4223.769.333333332112320181214347.11213214008213-1-1114.09135Batch 114665020On44511711311348.913124140073141-1114.53143Batch 26735020On4220.3116.33333333211411348.21414114009215-111111.75153Batch 2673505Off4530.3282.33333333211510350.31513014008016111116.3163Batch 214665020On4478.765.33333333211616444.7173Batch 114735020On4198.7857.33333333211715443183Batch 16665020On44671571810451193Batch 114665020Off4497.722.33333333211912448.1205Batch 214665020Off4542.320.33333333212011448.6215Batch 11466505Off4625.7241.3333333321225Batch 114735020Off423561235Batch 16735020On4196.7272.3333333321243Batch 2666505On4664.7417.3333333321255Batch 2673505On4515.7524.3333333321265Batch 21466505On4667.7261.3333333321275Batch 1666505On4626.7154.3333333321283Batch 1666505Off4464.7481.3333333321295Batch 26665020On4474.7342.3333333321305Batch 2666505Off4677.7234.3333333321315Batch 1673505Off4446324323Batch 11473505Off429784