Diapositiva 1

Introduccin al Q A Q C, Aplicado a Muestras GeolgicasSylvia Delgado A - Tamara Hernndez

CONCEPTO DE CALIDADEn minera la calidad debe ser medibleDebe ser registrableAuditableDebe tener trazabilidadPara qu hacer un aseguramiento y control de calidad?Para prevenir los problemas que suponemos van a ocurrir.Detectar lo problemas cuando han ocurridoEs decirNecesitamos hacer una control y aseguramiento de calidad para mejorar la eficiencia del proceso y por ende, aumentar el valor del negocio Para prevenir los problemas que suponemos van a ocurrir y detectar los problemas, cuando hayan ocurrido

Y entonces, cmo lo hacemos?Negocio MineroLa calidad se expresar en toda la cadena de valor de una muestraToma de muestraModelo o interpretacin geolgicaEstimacin de recursosDiseo de explotacin y plan mineroEstimacin de reservasModelo de recuperacin metalrgicaInversinSensibilidad del muestreoTestigo HQ2 m

Reduccin a la mitad

DDH-145710,3 k5,15 k4,9 k

ChancadoPrimera reduccin?

Divisor rotatorioSegunda reduccin

ASensibilidad del muestreo

Sensibilidad del muestreo

TonelajeLeyConceptos

- Muestra- PrecisinExactitudVariabilidad- Error Tipos de muestras geolgicAS

Muestras de SondajesTipo DDH

Tipos de muestras geolgicASMuestra de colpas o de manoTipos de muestras geolgicAS

Muestras de Sondajes tipo polvo o cutting

Tipos de muestras geolgicASMuestras de vetas

Tipos de muestras geolgicASMuestras de cortes de caminoPrecisin: Capacidad de repetir de manera consistente un resultado de una Medicin o anlisis en condiciones similares

Exactitud: Es la proximidad de una medicin a una valor real o aceptado como real

ConceptosError: Cmo lo definimos? ConceptosDependiendo del proceso, la especie o la variable, este concepto puede ser tan subjetivo como el concepto de calidad.

En trminos generales, podemos definir el error como una desviacin obtenida de una medida o un resultado esperado.Medida de la incertidumbre de la medicin.Al medir la variabilidad de un conjunto de resultados, estamos analizando cuan dispersos o concentrados estn estos de un valor referencial.ConceptosAnlisis de los posibles errores en la cadena de valoR de una muestra geolgicaMuestra de TestigoRecuperacinregularizacinMarcacin de muestreo (densidad; metalrgico)Parmetros o registro geotcnicoRegistro geolgicoFotografa de sondajeRayadoCortePreparacin de muestras para envos

Principales tipos de erroresVariabilidad a pequea escalaVariabilidad a gran escalaOptimizacin del Protocolo de MuestreoImplementacin del Protocolo de MuestreoPreservacin de Integridad de las MuestrasError AnalticoError FundamentalError Segregacin y AgrupamientoError de Delimitacin Error de Extraccin Errores de PreparacinError de InterpolacinError PeridicoError de PonderacinEn TiempoEn EspacioContaminacinPrdidasAlteracinHumanosFraudeTomado de Curso de muestreo, U, de Chile ERRORES EN TERRENO

TACOS

CORTETESTIGO

CAJASROTAS

CAJAS NO MUESTREADASINFLUENCIA DE MUESTRAS

CAJAS MALROTULADAS28

DELIMITACIN

CAJAS CON REPOLLITOSEjemplos

Ejemplo

media2 SEjemplo

Ejemplo

CORTECORTECORTECORTECORTECORTECORTECORTECORTECORTECORTEEJE TESTIGOEJE TESTIGOEJE TESTIGOEJE TESTIGOEJE TESTIGOEJE TESTIGOEJE TESTIGOEJE TESTIGOEJE TESTIGOEJE TESTIGOEJE TESTIGO13.2010.2010m11m13m

Grfico195.595.995.495.39695.69595.595.395.495.195.895.295.29595.895.495.695.495.395.395.195.795.395.695.595.495.395.795.395.395.695.495.195.295.195.59595.595.79595.495.4

ManEnvo DDH%Control Granulometrico -# 2.0mm

EstndaresEstndar de Ley altaEstndar de Ley MediaEstndar de Ley BajaCu TotalCu SolubleConsumo AcidoCarbonatoCu TotalCu SolubleConsumo AcidoCarbonatoCu TotalCu SolubleConsumo AcidoNitratoCarbonatoLote%%Kg/Ton%Lote%%Kg/Ton%Lote%%Kg/Ton%%ElementosEstndarRango de ControlResultadosN% Dentro del RangoCalificacin1972.472.4062.30661362231971.46868860611.305642871447.05819956010.211970.50056575530.258010116425.0894534448Lim SupLim InfMediaMximoMnimoMedia1982.472.3363.18080102331981.50804042621.352698032248.29639077020.21980.47138308170.253996072224.71775179191992.492.3162.02873954291991.51644626451.310481020752.35581334240.221990.47577106990.257295828726.0052293431CuTLey Alta2.512.412.462.512.432.4781100Conforme2002.492.3461.93329736432001.52370066941.327347889552.05517605420.222000.4590.247921227627.2645438097Ley Media1.531.471.51.521.471.50811002012.452.3161.97850279462011.51614841341.353448827450.03093802510.222010.44725109080.243955725326Ley Baja0.510.430.470.500.440.47811002022.512.2763.16691430062021.50679496081.356580538847.80731640360.232020.45148710770.260247528224.7874356437CuSolLey Alta2.412.262.342.402.262.3281100Conforme2032.472.3261.51865448952031.50194474921.369627353850.56612091180.22030.47776831680.257298890823.5043275467Ley Media1.391.311.351.381.311.34811002042.482.3061.44358392292041.51445144511.362221622549.72380712490.212040.47245203420.253690261924.2302315537Ley Baja0.270.230.250.260.240.25811002052.502.3563.69814415812051.48169472951.348724767846.42202954980.212050.46500348710.264080747124.3357567749H2SO4Ley Alta64596164596281100Conforme2062.452.3062.37122277052061.48481215031.324979765648.17795209690.222060.45527071490.256269489125.5983153754Ley Media534649534649811002072.482.2962.60016558342071.49626166351.361807588950.78255757440.22070.45995731160.240912134125.3340092133Ley Baja282426282426811002082.492.3261.89933870012081.52281746031.35031440948.30254536760.222080.47101476750.248972162125.4447062109CO3Ley MediaConforme2092.492.3761.18500630332091.50374690561.331999599447.77889424610.212090.45910260190.26224825.893267120.240.170.210.240.200.21811002102.502.3261.54158862372101.4901281.344592123350.349716490.212100.46622598760.244977566424.7444192642112.452.3263.6962951162111.50057749851.333881223848.24824081580.222110.44808902610.261353912625.77338388582122.4601252.347944632561.62104058952121.47647647651.344948931849.18079216360.232120.47728585660.248370079125.581146232132.47159900992.320290287661.5591259142131.50146297591.369963184147.9169108060.232130.47776499750.249445063325.55901280932142.50860372072.275095233861.28565823812141.47518984811.33051149.80306240.212140.4682011740.250872055325.52701322332152.482.3363.73445525952151.49732788681.366263231549.67613900540.212150.46996816870.245404839126.726004889Max0.002.396164610964.5770125586Max1.52409440941.37780200220.24332162.45922172842.315626249360.49858594392161.51336316631.321380572446.75827328250.222160.46499450050.256938334824.7210549788Min0.002.2557658.6166164657Min1.46868860611.30415178440.22172.47777535012.365589588460.3999192562171.50386184931.350877000849.70478192010.222170.47141115330.253190662624.8593239083Media0.002.320121920561.7494757857Media1.49772759681.34447121230.2146086422182.48750716622.298105378962.48407918422181.51034806961.365512933348.04529948430.222180.4756775420.253236079327.2215321208N818181Max0.50056575530.264080747130.24581178262192.49038453842.310622233359.70927948272191.51116789061.345477724848.11075884190.212190.48651263030.253758578424.3680642649Min0.44464787340.236364727223.32615287742202.47779582142.323482962661.61735901062201.49139948091.356629493250.43478100170.212200.47491278490.249227522525.5834380823Media0.46870629210.251916699225.60861820752212.48828362632.330220796260.38399552212211.49077230491.346599642246.68119084980.212210.48342762890.247283108724.28854045842222.43150779382.318195992262.34459047522221.48614615621.337006685847.37810059660.212220.48228089440.254008257424.9438194162232.492.3160.60265122231.48923439221.359096064349.21758923950.222230.4727780.250183587627.07479188432242.46073280612.301801010160.11016080812241.48916158691.35270308149.14294899730.222240.47838270620.258391832224.57933721332252.43423943382.285827471864.49699760212251.49266593911.352114421649.2690471060.232250.45831172720.239822230224.98136344822262.48367472272.304479043862.79236150542261.48175864831.320603818946.71353416380.22260.48770548970.240003598324.72369692342272.45893204862.339931485762.11984026612271.48335671341.339925503250.94334219730.212270.46957312810.259720410626.08617645592282.462.3259.86013859212281.48998504041.343292512748.33674578160.212280.46624913010.251634665325.45867230852292.492.3262.44356498542291.49273053181.329265893949.79490447090.212290.47588948520.258147500925.34883403412302.502.3161.63851612542301.47792707291.323577810148.90826909680.222300.48314877510.249641947825.73351368562312.44658190952.363870980660.88436067052311.49100059921.367549569548.13766517680.212310.46219896330.252987410423.58551198662322.472.2863.33453771972321.49655775381.317934103346.8287008050.212320.46557054360.263726539126.90656070082332.48498903952.332070030962.86372449022331.50432416271.341483096248.47158772490.212330.4651911970.25864109927.78144289862342.432.3362.81255355712341.49427116611.361278522449.13361678310.222340.46671324480.247354476224.70474946512352.42537291172.2557659.8925522351.51853289861.320300240951.40223081770.232350.49999800760.263809799824.59253350392362.5099819352.379564166162.52056112872361.52326701991.360987422149.83445810860.212360.47173904360.24571945926.82669120882372.502.3361.53443299382371.50281870531.355903749349.32512904310.212370.46905209980.249916464125.61785977572382.49066898952.315754495561.56540758442381.50390297251.353569572749.13115241640.212380.460827270.251169719326.17225145962392.472.3159.90038945252391.49427116611.361278522449.13361678310.24332390.46592156470.24704683124.56459874882402.502.2961.825316482401.50345379921.341397902951.07981265790.222400.47332262280.245875739926.32357327762412.472.3761.05413085162411.49388928171.346066023450.33297235140.212410.48407121360.243189521625.22077456382422.492.3362.14667492852421.49975614611.359219819249.69399730280.222420.47625770530.251434540924.8651311582432.43823916292.264822110761.35822660242431.49761207411.345756446549.33963036780.212430.44464787340.2579002126.63641360662442.48669515952.300071071861.25643299732441.49270733171.377802002249.48090928180.212440.46595659960.248198878224.52475588132452.442.3561.19409484872451.48250888881.367513502749.81832238450.232450.46263843320.246618615926.72974878292462.482.3062.87320322461.4819661.330948.46476080.212460.44968889330.243834825926.70547125972472.442.3860.63149381992471.50915968061.368269576749.71237158730.222470.45555877360.242101947825.42968091832482.49805853462.342840441362.69144311122481.52409440941.339130043652.80200161550.212480.4944093940.256716731325.64116648132492.482.3561.02582491.51251.326949.1250.2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DuplicadosRESULTADOS DUPLICADOS DE ANALISIS QUIMICOCAMPAA SONDAJES 2006-2007Campaa 2004Campaa 2003Cu TotalCu SolubleConsumo AcidoNitratoCarbonatoAl SolubleMn SolubleFe SolubleCl SolubleLoteMuestraOriginalDuplicadoOriginalDuplicadoOriginalDuplicadoOriginalDuplicadoOriginalDuplicadoOriginalDuplicadoOriginalDuplicadoOriginalDuplicadoOriginalDuplicadoElemento o CompuestoError Relativo %Datos con menos de 10% de ErrorElemento o CompuestoNMximoMnimoMediaNMximoMnimoMedia197TS-429550.940.950.630.6124220.090.080.080.080.320.320.040.050.150.150.360.362003200420032004197TS-429750.330.310.140.1430280.090.090.090.090.220.220.050.050.140.140.210.21Elemento o CompuestoError Relativo %Datos con menos de 10% de ErrorNMximoMnimoMediaCalificacinCuT9.39.595.195.1CuT1352.900.010.50513.890.010.96198TS-430843.373.362.992.9877790.150.150.040.050.370.360.0900.0900.150.150.500.50198TS-431040.120.120.020.0225230.120.130.040.040.180.180.080.080.140.140.220.22DUPLICADOS INTERNOSCuSol10.59.594.195.1CuSol1352.990.010.37513.330.010.74199TS-433140.500.510.220.2021230.140.130.050.050.130.120.0400.0300.070.080.570.57200TS-431790.570.580.230.2339370.050.050.060.050.170.170.050.050.170.170.180.17CuT9.795.61352.900.010.50ConformeH2SO410.91084.395H2SO41352751951512701554.4200TS-431992.622.622.422.4269720.070.080.060.060.290.290.110.120.180.190.360.36200TS-432190.230.240.070.0836370.060.070.190.200.160.160.120.130.140.150.160.16CuSol10.595.61352.990.010.37ConformeCO31010.560.563.4CO31355.820.020.53515.410.050.50201TS-430640.390.380.140.1432320.100.100.070.070.240.250.0400.0500.210.210.2200.22202TS-433681.741.731.371.3749470.130.130.070.070.260.250.150.160.180.190.400.40H2SO49.195.61352751951ConformeComentariosSe Observa que los errores se mantiene entre una campaa y otra.203T S439200.450.440.260.2524230.060.070.050.060.200.200.050.050.190.190.230.22204T S438130.470.470.180.1921200.040.040.100.090.300.310.050.050.180.180.150.15NO310.560.01350.490.010.08Aceptable205T S439950.270.260.100.1051510.080.071.061.050.150.140.070.080.180.170.120.12206T S434270.030.030.0100.01049470.100.100.490.510.140.140.070.070.120.120.190.19CO310.574.81355.820.020.53Aceptable206T S434471.301.321.011.0457580.070.070.590.620.240.230.110.110.170.170.350.32Elemento o CompuestoError Relativo %Datos con menos de 10% de Error207TS-430370.0800.090.0400.0402712710.090.093.833.910.100.100.020.020.100.100.090.09AlSol8.095.61350.460.100.22Conforme2003200420032004208T S435520.050.060.020.0260580.060.071.151.130.150.160.050.050.150.160.150.15CuT4.79.798.095.6209T S436550.030.030.010.0120200.110.120.140.130.200.200.050.050.120.130.260.26MnSol10.590.51350.230.020.07Conforme209T S436751.611.571.171.1745470.080.070.070.070.290.290.090.100.140.140.280.29CuSol1010.595.195.6210T S437310.020.020.010.0147450.060.060.580.560.230.230.050.040.140.110.160.16FeSol7.395.61350.470.070.18Conforme210T S437680.270.270.140.1519220.030.040.050.050.190.190.070.070.150.160.080.08H2SO4109.195.195.6211T S440580.010.010.0100.01029290.130.120.090.080.190.180.040.040.150.140.350.35ClSol8.095.61350.570.070.24Conforme211T S440781.501.501.161.1651470.020.030.090.080.220.220.100.090.130.130.370.38CO39.510.578.474.8212T S449530.010.010.0100.01063640.030.031.181.180.130.120.100.100.260.260.140.15213T S450200.030.030.010.0139410.050.040.560.510.140.140.070.070.220.210.130.12ComentariosSe observa un aumento en el error relativo de la campaa del 2004 a causa de leyes bajas213T S450400.600.600.290.2940400.050.040.140.120.230.230.110.110.180.190.180.18214T S442920.010.010.0100.0101471490.030.032.842.850.130.130.040.040.140.140.090.09215T S436060.230.240.070.0729290.040.050.040.040.190.190.0400.0400.200.190.150.16216T S445550.220.220.0520.05135360.490.490.0850.0900.280.290.0560.0560.240.240.270.27Elemento o CompuestoError Relativo %Datos con menos de 10% de ErrorNMximoMnimoMediaCalificacin217T S451080.040.040.010.0136370.130.130.150.140.280.280.100.100.210.210.270.27217T S451280.780.780.550.5443440.040.050.120.120.320.350.140.140.230.240.160.16REPREPARACION DE RECHAZOS GRUESOS218T S455810.0110.0110.0100.01043410.090.080.680.690.150.140.140.140.260.260.160.16218T S456010.510.510.200.2139390.040.040.200.210.230.220.120.120.210.210.190.19CuT9.595.1823.360.010.66Conforme219T S455090.370.360.130.1333330.080.080.150.130.260.260.040.050.140.140.270.27219T S455290.340.350.120.1234330.310.310.440.470.160.160.030.030.130.130.090.09CuSol9.595.1823.240.010.48Conforme220T S451980.300.300.160.1733340.050.060.090.080.320.330.160.170.230.230.130.13221T S448630.040.040.010.011911900.030.033.673.610.130.130.030.030.160.160.110.12H2SO41095822541055Conforme222T S452610.0100.0100.0100.0101351320.180.182.602.650.140.150.020.020.070.070.460.46222T S452811.051.060.760.7327290.050.050.040.030.190.190.140.130.170.170.250.23NO310.364.6820.530.010.1Aceptable223T S467730.950.960.780.7837380.010.010.050.040.200.200.120.120.150.150.190.19223T S467932.902.922.702.7166670.030.040.070.070.310.320.160.160.160.160.390.40CO310.563.4824.80.020.64Aceptable223T S468130.0550.0520.0110.01045430.030.031.11.10.130.120.030.030.180.170.100.09224T S458830.220.210.080.0826240.050.050.060.070.200.200.050.050.200.200.120.12AlSol9.595.1821.190.010.23Conforme224T S459030.760.750.480.4844420.060.060.170.160.370.370.090.090.210.210.230.23225T S457800.100.110.020.0238370.100.090.590.570.190.200.050.050.120.130.230.24MnSol10.591.5820.890.010.08Conforme225T S458000.480.470.330.3226280.020.020.040.040.140.140.110.110.150.150.130.13226T S456850.140.140.050.0523240.060.060.030.030.180.200.040.040.170.170.130.13FeSol9.395.1820.380.030.17Conforme226T S457051.731.741.631.6357580.040.050.060.050.340.340.160.160.220.220.230.23227T S448992.312.322.062.061401380.110.112.162.200.330.310.150.150.190.180.360.36ClSol10.595.1820.580.010.24Conforme228T S435032.352.342.132.1433340.030.040.070.060.270.280.090.090.180.180.310.31229T S439500.320.330.160.1729280.040.050.070.060.280.290.080.080.110.110.260.26229T S439700.050.050.020.0268670.030.031.431.400.120.120.060.050.140.130.090.09230T S459870.0720.0660.0290.02930320.170.160.090.080.200.190.100.100.160.160.290.29230T S460071.261.270.880.8855570.030.040.230.220.330.330.090.090.210.220.330.32230T S460270.510.520.140.1440390.020.030.140.130.230.230.040.040.210.220.160.16231T S442570.510.510.170.1734350.080.090.100.100.280.290.060.050.180.180.270.27232T S463410.150.150.030.0330300.020.020.090.080.190.190.060.060.120.130.260.26233T S444650.240.240.100.0931300.050.050.050.050.240.240.060.060.180.180.190.19233T S444850.430.430.170.1654530.040.040.790.810.190.180.100.090.170.170.090.09234T S460952.112.101.761.7462600.070.080.110.100.320.320.070.070.190.190.430.43234T S461150.140.140.040.0528270.030.040.060.050.200.200.150.140.170.180.150.16234T S461350.080.070.020.0244450.020.030.840.830.140.140.030.040.150.140.120.12235T S453510.340.350.180.1826250.040.050.070.070.180.190.040.040.240.230.120.12235T S453710.340.330.130.1425220.060.070.070.080.190.200.090.090.160.160.150.15236T S443570.330.330.080.0936380.090.090.090.090.190.180.040.040.110.110.190.19236T S443770.390.400.240.2457560.060.060.070.070.460.470.180.180.250.260.120.12236T S443970.110.110.020.0247450.030.040.710.700.130.120.020.020.170.170.070.08237T S465810.290.300.100.1032320.020.020.090.100.260.260.040.040.110.110.260.26237T S466010.120.140.050.0524240.010.010.080.070.110.120.060.060.080.080.140.13238T S441340.280.280.080.0828280.060.060.060.060.160.150.040.040.150.150.120.12238T S441540.290.290.130.1360600.040.050.950.930.160.170.070.070.130.130.110.11239T S462120.410.410.130.1335370.070.060.060.070.230.230.080.090.170.180.230.22239T S462320.210.230.060.0632310.080.090.060.060.290.290.020.020.090.090.430.43239T S462520.240.250.070.0739370.020.030.100.090.220.220.070.070.100.100.360.37240T S468810.0700.0690.0190.0191471460.060.062.32.320.170.170.050.040.130.130.160.16241T S477570.320.320.100.1050500.110.110.03960.050.280.280.050.050.160.160.340.36242T S464510.020.020.0100.0101971980.090.103.403.600.190.180.040.040.120.120.220.22243T S464000.250.240.080.0932330.090.100.050.060.240.250.040.040.090.090.480.48244T S454680.390.400.100.0926270.090.090.020.020.200.200.040.040.090.090.330.33245T S465181.221.220.890.8961610.040.040.250.240.380.380.060.060.200.200.440.43246T S469840.060.060.0100.01134300.100.100.12250.110.220.230.0600.0610.150.160.440.42247T S464980.170.170.040.0421230.210.200.110.120.240.240.040.040.110.110.310.30248T S445830.330.340.100.0934340.060.050.070.070.140.140.050.050.180.170.200.20249T S448091.361.341.021.0345450.060.080.090.100.240.240.040.040.150.140.360.36249T S448290.800.820.590.5836350.060.080.050.050.190.180.090.090.100.100.210.22251T S443372.892.902.582.6173710.110.110.090.100.330.310.060.060.150.160.430.42252T S478250.230.230.070.0737360.480.480.170.170.460.460.0180.0180.130.130.510.50252T S478450.240.240.180.192752740.070.065.825.790.260.260.0570.0570.200.200.230.22253T S476350.370.370.100.1035370.080.070.110.110.240.240.0870.0860.160.170.300.30254T S471650.400.410.150.1554540.140.150.270.270.420.410.0850.0850.270.280.390.39255T S479060.320.330.090.0932320.060.050.240.230.250.250.0170.0180.120.120.300.30256T S473820.470.470.190.1927270.110.130.070.090.170.170.0250.0250.080.090.340.34257T S479510.200.200.030.0327280.080.080.190.210.300.300.0540.0540.180.180.300.30257T S479710.060.060.010.011191210.020.022.652.570.150.150.0230.0230.200.200.0950.095258T S476650.460.460.130.1329280.110.100.240.230.120.120.0420.0410.0800.0810.250.25259T S466830.300.310.080.0836360.090.100.110.110.280.270.050.050.180.190.310.31259T S467030.300.310.100.101311290.030.034.434.410.200.200.080.080.240.230.180.18260T S472330.030.030.010.0133360.170.170.100.100.190.190.060.060.150.140.450.48260T S472530.290.300.090.0949480.060.060.460.450.160.150.060.060.180.180.200.20261T S470120.140.140.020.0240420.100.100.050.040.250.240.020.020.130.120.320.31262T S474170.050.050.010.0124240.150.150.080.100.150.150.020.020.350.330.120.11263T S469170.670.670.450.4543430.060.050.050.050.240.250.200.210.220.220.280.28263T S469370.950.940.720.7254540.010.010.400.400.310.310.090.090.310.310.260.26264T S480250.250.240.140.1431320.100.100.140.130.230.220.030.030.470.470.150.15264T S480451.321.341.171.1756570.130.120.100.110.400.390.230.230.200.200.400.40265T S481320.080.080.030.0328280.030.030.520.520.100.100.020.020.260.260.080.08265T S481522.402.382.062.0872700.090.080.160.150.310.310.150.160.200.200.330.33266T S482360.340.331.171.1744430.210.200.150.150.290.280.050.050.330.320.300.30266T S482560.640.630.400.4047470.090.100.100.090.330.340.140.150.260.260.180.18267T S475761.491.481.161.1648460.100.100.090.100.270.260.150.150.220.220.300.29268T S484620.190.180.060.0521190.230.230.020.040.190.190.040.040.090.080.510.50269T S485781.601.591.341.3457560.060.070.120.130.330.330.110.110.200.200.400.39269T S485980.070.080.010.0120240.060.060.060.070.200.210.050.060.190.190.120.12270T S489340.010.010.010.0135340.100.091.101.080.160.160.030.030.280.290.160.16270T S489540.420.410.190.1946480.040.030.520.540.280.280.090.090.160.160.210.23270T S489740.780.790.660.652162160.010.014.234.270.210.210.090.090.180.180.220.22271T S485060.460.440.280.2830310.070.070.090.070.210.200.110.100.170.170.170.17271T S485260.060.060.020.0219200.030.030.060.060.120.120.030.030.170.170.090.09272T S490440.450.440.250.2431300.040.040.180.190.320.310.070.070.130.130.420.42272T S490640.110.120.030.0324260.080.070.160.180.270.270.060.060.150.140.310.31272T S490840.360.370.110.1028280.040.050.410.420.200.200.050.060.160.160.130.13273T S483381.571.581.171.1749490.060.070.090.110.260.250.070.070.160.160.340.35273T S483580.330.350.140.1430300.030.040.120.140.190.190.040.040.200.200.100.10274T S486770.010.010.010.0130310.110.100.600.590.140.140.030.030.290.290.140.14274T S486970.010.010.010.0161600.090.100.810.820.130.120.030.030.240.240.160.15274T S487170.080.070.020.0228290.020.020.230.230.120.120.020.020.270.270.080.09274T S487370.260.260.090.0935360.020.020.580.580.200.200.030.030.270.270.100.09275T S474730.090.090.030.0326240.080.080.190.180.170.170.020.020.270.270.130.13275T S474930.760.780.480.4938360.070.070.120.130.210.210.130.130.190.200.240.25276T S488531.141.140.830.8343460.090.080.050.040.210.210.140.140.190.190.320.31276T S488730.370.370.140.1493970.070.061.731.760.130.140.030.030.100.100.190.19277T S491610.0830.0840.0100.01032290.280.260.080.090.300.270.0260.0240.360.360.250.25277T S491810.0150.0150.0100.01058600.270.261.261.230.240.250.0400.0410.380.390.260.26277T S492010.0100.0130.0100.01038410.170.150.990.960.250.250.0370.0370.360.360.220.22277T S492210.0670.0700.0150.01554530.060.071.111.090.220.230.0250.0240.250.250.120.12Correlacin1.0001.0000.9990.9941.0000.9950.9960.9960.998Intercepto-0.00150.0010.0467-0.00250.00190.00300.0007-0.0002-0.0006Pendiente1.0010.9981.0001.0190.9950.9870.9851.0001.002Residuos

RepreREPREPARACION DE MUESTRAS DE SONDAJESCAMPAA 2006 - 2007CuTCuSConsumo cidoAlSMnSFeSClSSondajeMuestraOriginalReprep.OriginalReprep.OriginalReprep.OriginalReprep.OriginalReprep.OriginalReprep.OriginalReprep.OriginalReprep.OriginalReprep.197TS-429433.363.383.243.2586890.110.110.080.090.420.430.120.120.20.210.580.57198TS-430923.173.172.812.8276770.160.160.250.240.310.330.090.090.120.130.480.48199TS-433130.410.420.180.1923250.10.10.090.10.210.210.090.090.120.140.520.52200TS-431790.570.550.230.2439370.050.050.060.050.170.170.050.050.170.160.180.19201TS-430620.180.190.090.0929280.150.150.480.460.160.150.050.050.110.10.330.33202TS-433772.152.141.751.7568730.080.080.080.060.230.240.090.090.120.130.40.4203TS-439150.360.360.140.1424220.050.0570.070.0730.1370.140.0820.0850.170.160.140.14204TS-438040.120.120.020.0245450.060.060.080.070.180.180.0400.040.170.180.200.19205TS-43990.100.100.020.0247470.070.070.630.640.250.240.070.070.230.2270.170.17206TS-434150.070.080.030.0354510.050.040.610.580.110.10.020.020.170.170.10.11207TS-430351.061.070.860.8565680.130.121.081.040.280.270.060.070.150.150.260.26208TS-435420.0260.0270.010.0123220.030.030.090.10.1460.1430.0330.0330.230.220.080.09209TS-436400.130.140.060.0716180.040.040.10.110.260.140.020.020.170.170.100.10210TS-437200.090.090.040.0560580.040.020.961.00.150.140.070.070.180.190.060.06211TS-440410.010.010.010.0136380.050.050.750.740.170.170.030.030.250.250.110.09212TS-449560.0280.0330.010.0148460.090.080.460.480.2220.2230.0370.0390.1350.1360.0350.035213TS-450430.450.450.310.349480.040.040.50.50.2310.2290.1130.1090.2930.2780.120.12214TS-442840.660.650.540.5378800.060.072.322.340.170.170.060.060.1880.190.230.23215TS-435890.090.080.030.0332330.040.030.070.060.150.140.0190.020.310.310.070.06216TS-445420.280.30.0470.04925250.510.50.060.090.2190.2210.0290.0270.170.1820.270.27217TS-450900.010.010.010.0123230.130.140.160.140.1650.1680.040.040.2060.2150.150.15218TS-455970.210.20.0450.04236370.040.040.490.510.1710.1670.0480.0470.1180.1170.190.19219TS-455280.610.620.360.3791890.040.041.551.50.1230.1270.890.880.1140.1170.010.01220TS-452100.880.890.60.6170710.050.050.9610.2820.280.0970.1030.2980.3050.190.2221TS-448560.130.130.0490.0522192220.040.034.84.810.1430.1470.030.030.1770.1890.120.12222TS-452861.211.220.850.8239370.070.060.050.040.3120.3040.1950.1970.2370.2310.370.36223TS-468001.421.420.991.0142400.020.020.070.080.2090.2010.0890.0870.1270.1280.190.19224TS-458670.0230.0230.0120.01230290.180.190.550.580.1520.1550.0270.0280.1520.1530.180.18225TS-458011.971.961.591.5754560.090.080.060.070.2120.2040.1050.1050.1190.1190.500.50226TS-456860.0450.0470.010.0110140.040.040.030.030.1550.1350.020.0210.1270.1240.330.32227TS-449041.931.931.721.721331340.080.072.182.250.2820.2890.1130.1090.2030.2120.30.29228TS-435011.791.771.611.659600.040.040.060.050.260.260.120.120.190.20.270.28229TS-439380.300.290.150.1415140.070.060.420.410.2050.180.030.0260.0840.0880.330.32230TS-459860.0330.0330.0140.01440410.310.310.110.120.2650.2500.0480.0460.1760.1760.390.39230TS-442662.172.171.841.8686860.050.051.141.190.350.330.060.060.1550.150.220.23231TS-442662.172.171.841.8686860.050.051.141.190.3450.3330.0570.0560.1550.1530.220.23232TS-463250.0120.0190.010.0133310.160.170.090.10.1920.1870.0170.0160.2510.2720.250.26233TS-444840.360.360.140.1442410.030.040.070.080.250.270.160.160.2040.200.090.09234TS-461080.490.500.300.2935360.040.050.090.080.210.210.160.160.1720.170.230.22235TS-453870.130.120.0240.02231350.030.040.520.540.1020.10.0240.0340.1050.1030.090.09236TS-443820.420.400.150.1432320.050.050.140.120.140.150.070.080.140.150.120.12237TS-466131.241.270.920.9159600.010.010.610.590.2280.230.0630.0620.1040.1050.180.17238TS-441510.990.990.620.6276740.080.051.321.30.250.260.080.080.0910.100.220.22239TS-461950.0480.0460.0140.01131280.250.260.120.140.230.2210.0080.0070.2140.1950.190.18240TS-468810.070.070.0190.021471470.060.052.32.280.0670.0670.0480.0450.0280.0310.160.16241TS-477720.650.660.320.3282840.030.041.51.560.1180.1190.0380.0380.0410.0380.030.03242TS-464450.0550.0550.0290.0242542560.060.053.743.790.1550.150.0410.0410.1240.1250.090.1243TS-463810.140.150.0330.03120220.10.090.120.130.1320.1390.020.020.1140.1160.250.23244TS-454650.260.250.0680.06821220.110.110.020.040.2040.2070.0250.0250.0790.0790.360.36245TS-465220.620.620.340.351241250.030.042.482.520.3680.3670.0420.0410.1920.1980.240.24246TS-469820.0430.040.010.011211190.070.082.752.790.3370.340.0720.0760.2360.2430.330.33247TS-464900.220.20.0540.05430310.480.490.060.080.2230.2220.0220.0240.0820.0790.480.48248TS-445690.020.020.010.0124230.120.120.070.080.110.120.070.080.2430.230.180.18249TS-448412.412.411.771.7971780.090.10.470.490.360.3840.0360.0410.0920.0920.230.25250TS-471280.460.450.190.1836360.130.110.410.400.3020.3120.1170.1120.170.1770.290.29251TS-443280.760.760.620.6042420.050.060.120.10.250.250.030.030.3770.370.210.21252TS-478320.250.250.0650.06843440.530.510.070.070.4930.4890.0150.0150.1570.1580.060.06253TS-466220.180.180.0330.03416160.180.180.060.060.0910.0920.0160.0160.0450.0440.040.04254TS-471780.0420.0440.0110.01138420.080.080.490.530.150.150.0690.0690.1100.1110.470.47255TS-479040.350.340.120.1141430.0080.0080.080.090.3650.3620.0260.0250.1890.1850.330.33256TS-473900.520.50.280.2754550.080.081.141.081.1871.1860.0510.0510.1150.1170.350.35257TS-479500.440.440.110.128290.070.060.230.20.2930.2750.050.0520.20.2010.260.26258TS-476831.671.671.091.061201200.090.092.732.680.1900.1910.1020.100.1340.1340.380.37Elemento o CompuestoError Relativo %Datos con menos de 10% de ErrorConclusiones259TS-466920.30.30.0930.0949470.060.070.110.120.4550.4590.0320.0310.2380.2270.280.28260TS-472162.132.151.911.8982840.190.200.230.230.2490.2550.0620.0660.3750.3450.340.35REPREPARACION DE RECHAZOS GRUESOS261TS-470090.720.730.410.456580.110.10.540.520.3050.3060.0520.0530.1420.1480.30.3262TS-474000.0690.0710.010.0122210.0330.0340.070.060.1660.1580.0210.0210.1610.1550.170.16CuT9.595.1Leyes bajas causan alto error263TS-469380.710.70.440.4461620.010.000.640.660.3130.3060.1080.1080.2450.2480.150.15264TS-480521.191.190.980.9958580.080.0700.480.510.3230.330.2550.260.1870.190.210.22CuSol9.595.1Leyes bajas causan alto error265TS-481622.442.452.022.0367660.070.0730.040.0500.3080.290.1420.150.20.200.250.25266TS-482430.0410.0430.010.01033320.180.160.310.320.1350.130.0470.0440.0960.100.270.27H2SO41095Muy Bin267TS-475761.491.4701.171.1648470.090.090.090.100.2670.260.10.1000.2220.230.300.30268TS-484510.220.210.0880.08518180.350.340.070.0480.2630.260.0480.0470.1380.140.420.42NO310.364.6Bin269TS-485940.320.310.170.1825240.10.0980.080.0700.2010.200.1150.120.1350.130.190.19270TS-489130.010.0100.010.0101121120.060.0602.322.350.110.110.1120.120.1790.190.110.13CO310.563.4Bin271TS-485020.940.950.650.6442410.090.0970.110.110.2160.230.1440.150.170.160.300.30272TS-490290.470.510.260.2323240.070.080.140.120.230.240.0130.0150.0840.1010.550.55AlSol9.595.1Bin273TS-483200.130.120.0590.06125230.120.110.10.110.1590.160.1970.190.250.240.190.19274TS-486920.010.0100.010.01024230.090.0900.070.0660.1180.120.020.0200.2130.220.320.32MnSol10.591.5Bin275TS-474760.030.0310.010.01024250.0220.0230.080.100.0120.010.0280.030.0720.070.350.34276TS-488691.661.671.41.4099980.080.0851.691.630.2180.210.1140.110.150.150.370.37FeSol9.395.1Bin277TS-491530.0520.0440.010.0129280.310.310.680.690.1740.1760.0260.0290.1560.150.260.26ClSol10.595.1BinCorrelacin1.0001.0000.9990.9971.0000.9931.0000.9930.998Intercepto0.00080.00210.18270.0010-0.00050.0053-0.0010-0.0040-0.0008Pendiente0.9980.9980.9911.0030.9950.9871.0101.0211.005ResultadosCuTCuSolH2SO4NO3CO3AlSolMnSolFeSolClSolResultadosCuTCuSolH2SO4CO320032004200320042003200420032004N828282828282828282N5182518251824382Diferencia de Medias %0.000.000.000.000.000.000.000.000.00Error relativo Medio %4.073.155.013.244.473.7414.069.29Error relativo Medio %3.153.243.7410.89.293.633.653.462.36ComentariosSe observa una mejora notable en los resultados de la campaa del 2004.CalificacinConformeConformeConformeConformeConformeConformeConformeConformeConformeResultadosCuTCuSolH2SO4NO3CO3AlSolMnSolFeSolClSolResultadosCuTCuSolH2SO4CO320032004200320042003200420032004N828282828282828282N51135511355113551135Correlacin1.0001.0000.9990.9971.0000.9931.0000.9930.998Error relativo Medio %2.443.193.271.863.363.396.297.11Intercepto0.0010.0020.1830.001-0.0010.005-0.001-0.004-0.001ComentariosSe observa un aumento en el error relativo producto de un aumento de leyes bajas.Pendiente44.944.944.745.144.944.645.345.645.1QQ PlotNormalNormalNormalNormalNormalNormalNormalNormalNormalResultadosCuTCuSolH2SO4CO3CalificacinConformeConformeConformeConformeConformeConformeConformeConformeConforme20032004200320042003200420032004Pendiente45.044.944.844.945.044.745.544.9ComentariosSe observa que los resultados mantienen su pendiente entre una y otra campaa de sondaje con una mejora en la correlacin para el CO3ResultadosCuTCuSolH2SO4NO3CO3AlSolMnSolFeSolClSolResultadosCuTCuSolH2SO4CO320032004200320042003200420032004N135135135135135135135135135Pendiente45.045.044.944.945.045.045.744.9ComentariosSe observa que los resultados mantienen su pendiente entre una y otra campaa de sondaje con una mejora en la correlacin en el CO3Diferencia de Medias %0.000.000.000.000.000.000.000.000.00Error relatico Medio %3.191.863.39107.112.242.882.121.64CalificacinConformeConformeConformeConformeConformeConformeConformeConformeConformeResultadosCuTCuSolH2SO4NO3CO3AlSolMnSolFeSolClSolN135135135135135135135135135Correlacin1.0001.0000.9990.9941.0000.9950.9960.9960.998Intercepto-0.0010.0010.047-0.0030.0020.0030.001-0.0001-0.001Pendiente45.044.945.045.544.944.644.645.045.1QQ PlotNormalNormalNormalNormalNormalNormalNormalNormalNormalCalificacinConformeConformeConformeConformeConformeConformeConformeConformeConforme

Control GranManRodLoteMuestra-#150LoteMuestra- # 2.0 mmLoteMuestra- # 1.7 mmLoteMuestra- # 5/81974296399.21974294295.5197C4298996.11984308099.01984308095.91974295196.01994329799.21994329795.41984308595.22004317599.22004317495.3198C4312897.92014305599.22014305596.01994330997.72024337199.22024337995.6199C4334097.42034391399.02034391395.0200C4324496.72044380599.12044380595.5201C4305395.42054398799.32054398695.32014305595.62064344999.02064344595.4202C4339797.92074303499.12074302895.12024336796.62084355799.02084355395.82034391795.82094365199.42094365195.22044380795.82104372099.02104372095.22054398995.52114406799.02114404895.02064341096.22124495999.62124495595.8206C4347996.72134500799.22134500795.42074303796.52144486699.22144486695.6207C4303496.22154361799.52154361295.42084354597.82164455599.22164455595.3208C4358096.62174509999.12174509995.32094365295.72184557399.62184558395.1209C4368095.82194551099.42194549095.72104372396.02204519699.22204519695.3210C4373996.22214485999.22214486195.6211-C4408495.12224524299.12224526195.52114403995.12234675799.42234675795.42124494197.92244586799.22244586795.3212C4497697.62254579599.22254579795.72134500795.82264568299.02264568295.3213-C4507095.42274490699.62274490695.32144486695.52284350799.22284350895.6215C4363097.12294394199.22294394195.42154360297.52304598099.02304598095.12164455595.62314424799.42314424395.22174509995.62324635599.42324638095.1217-C4514196.02334445699.12334445695.52184556395.82344607899.12344607895.0218-C4562896.62354539499.22354535995.52194549295.92364435599.22364435595.7219-C4554595.42374658999.02374658995.02204519695.02384412799.22384412595.4220-C4521596.02394625599.22394625595.42214484597.82404687199.22404687195.3221C4487596.42414774799.42414774795.62224524696.42424644899.22424644895.5222C4529495.72434604899.22434640695.5223C4682597.22444546399.02444545995.42234675796.12454650099.22454650095.42244586797.92464698099.02464698095.4224C4592097.02474649799.42474649795.92254578198.52484453399.22484458395.3225C4582797.42494481199.22494481195.42264568295.92504712399.42504712395.52274490695.72514432999.42514432995.2227C4491997.62524782499.22524782495.42284350298.12534763099.22534763095.2228C4352997.72544715799.22544715195.42294393696.12554789299.42554789295.6229-C4388795.72564736499.22564738195.52304598096.42574794099.22574794095.2230-C4604296.52584764799.02584764795.52314424195.32594668199.42594668195.2231-C4422895.52604722199.02604721995.12324634097.62614699999.22614699995.2232C4636198.02624741799.12624741195.02334445695.62634690799.22634690795.6233-C4450295.22644800999.02644804895.32344607896.02654738499.22654815795.8234-C4615295.82664823099.02664826095.02354534195.52674757599.42674758295.0235C4540296.32684845299.42684845295.62364435596.92694856699.22694856695.3236-C4440396.72704900399.32704900595.22374658996.62714849899.22714849895.5237C4662395.32724904399.22724904395.72384411795.12734832899.02734832895.1238-C4417596.22744871598.82744868095.72394625596.02754747499.52754747795.2239C4627796.32764886099.22764885195.52404687195.92774916799.22774915995.2240C4689696.12414774795.6Media99.295.4241C4780396.2Maximo99.696.02424644896.6Minimo98.895.0242C4645396.3N81812434638895.9243C4642096.12444545095.7244C4548095.12454650095.9245C4655096.52464698096.0246C4698995.52474649796.2247C4648397.2248-C4461595.12484458395.92494481195.62504712396.2250C4714096.02514432995.4251-C4432795.32524782495.7252C4786995.92534763096.6253C4769097.02544716197.7Resultados254C4727596.92554789295.6Campaa 2003Campaa 2004Campaa 2003Campaa 2004Campaa 2003Campaa 2004255C4791796.0N7815243814581256C4730495.8Media96.296.095.795.499.699.22564736495.9Mximo97.997.896.89699.699.6257C4799495.6Mnimo95.095.095.09598.298.82574794096.0ComentariosSe mantiene los resultados en lo se refiere a la granulometra gruesa, mejoran en granulometra 2mm y disminuye en el caso de lla pulverizacin de la muestra. En general los resultados 2004 son mas favorables ya que la principal fuente error en el protoc2584764796.5258C4771596.82594668196.2259C4672496.6ResultadosChancador de Mandibula D95% -15.5mmChancador Mandibula D95% -2.0mmPulverizador D95% -150#2604723795.72614699995.9N1528181261C4702995.8Media96.095.499.22624741095.8Mximo97.896.099.6262-C4743297.5Mnimo95.095.098.82634690796.0CalificacinConformeConformeConforme263C4694795.92644801297.8264C4819497.42654812296.6265C4819796.22664823097.3266C4827997.12674756995.0267-C4760295.72684845295.7268-C4847295.22694856695.6269-C4863495.82704898895.0270C4899395.22714849895.9271-C4854895.4272-C4911895.52724904395.2ResultadosChancador de Mandibula -15.5 mmChancador Rhino Mandibula -2.0 mmPulverizador -150#2734832895.4273-C4837396.1N15281812744866095.7Media96.099.295.4274C4876095.5Mximo97.899.696.02754745695.7Mnimo95.098.895.0275-C4751995.42764884595.1276C4868095.12774914395.5277C4927695.7Media96.0Mximo97.8Mnimo95.0N152

Control Gran1

Serie1Envo DDH%Control D 95% - #150

Grafico Dup CuT

ManEnvo DDH%Control Granulometrico -# 2.0mm

Grafico Dup CuSol

Envo DDH%Control Granulometrico -#5/8

Grafico Dup C.AcidoLey 0Ley DDiferenciaVRDR#%DRSQQPlot Ley OQQ Plot Ley D197TS-429550.040.040.0000.0000000.00000010.7400.0100.010197TS-429750.780.780.0000.0000000.00000021.4800.010.01198TS-430840.0110.0110.0000.0000000.00000032.2200.010.01198TS-431040.510.510.0000.0000000.00000042.9600.0100.011199TS-433140.370.360.0100.0003752.73972653.7000.010.01200TS-431790.340.35-0.0100.0004202.89855164.4400.010.01200TS-431990.300.300.0000.0000000.00000075.1900.0100.013200TS-432190.040.040.0000.0000000.00000085.9300.0110.013201TS-430640.0100.0100.0000.0000000.00000096.6700.010.01202TS-433681.051.06-0.0100.0000450.947867107.4100.010.01203T S439200.950.96-0.0100.0000551.047120118.1500.0150.015204T S438132.902.92-0.0200.0000240.687285128.8900.0150.015205T S439950.0550.0520.0030.0015725.607477139.6300.020.02206T S434270.220.210.0100.0010824.6511631410.3700.030.03206T S434470.760.750.0100.0000881.3245031511.1100.040.04207TS-430370.100.11-0.0100.0045359.5238101611.8500.040.04208T S435520.480.470.0100.0002222.1052631712.5900.050.05209T S436550.140.140.0000.0000000.0000001813.3300.050.05209T S436751.731.74-0.0100.0000170.5763691914.0700.0550.052210T S437312.312.32-0.0100.0000090.4319652014.8100.060.06210T S437682.352.340.0100.0000090.4264392115.5600.060.06211T S440580.320.33-0.0100.0004733.0769232216.3000.060.06211T S440780.050.050.0000.0000000.0000002317.0400.060.06212T S449530.0720.0660.0060.0037818.6956522417.7800.0670.066213T S450201.261.27-0.0100.0000310.7905142518.5200.0670.069213T S450400.510.52-0.0100.0001891.9417482619.2600.070.07214T S442920.510.510.0000.0000000.0000002720.0000.070.070215T S436060.150.150.0000.0000000.0000002820.7400.0700.070216T S445550.240.240.0000.0000000.0000002921.4800.0720.07217T S451080.430.430.0000.0000000.0000003022.2200.080.07217T S451282.112.100.0100.0000110.4750593122.9600.080.08218T S455810.140.140.0000.0000000.0000003223.7000.080.08218T S456010.080.070.0100.00888913.3333333324.4400.080.08219T S455090.340.35-0.0100.0004202.8985513425.1900.0830.084219T S455290.340.330.0100.0004462.9850753525.9300.0830.084220T S451980.330.330.0000.0000000.0000003626.6700.090.09221T S448630.390.40-0.0100.0003202.5316463727.4100.090.09222T S452610.110.110.0000.0000000.0000003828.1500.100.11222T S452810.290.30-0.0100.0005753.3898313928.8900.110.11223T S467730.120.14-0.0200.01183415.3846154029.6300.110.12223T S467930.280.280.0000.0000000.0000004130.370.18854341640.110.12223T S468130.290.290.0000.0000000.0000004231.110.34542314340.120.14224T S458830.410.410.0000.0000000.0000004331.850.42643923240.140.14224T S459030.210.23-0.0200.0041329.0909094432.590.43196544280.140.14225T S457800.240.25-0.0100.0008334.0816334533.330.47505938240.140.14225T S458000.0700.0690.0010.0001041.4388494634.070.57636887610.150.15226T S456850.320.320.0000.0000000.0000004734.810.62695924760.170.17226T S457050.020.020.0000.0000000.0000004835.560.62695924760.190.18227T S448990.250.240.0100.0008334.0816334936.300.63492063490.190.18228T S435030.390.40-0.0100.0003202.5316465037.040.63492063490.200.20229T S439501.221.220.0000.0000000.0000005137.780.67340067340.210.21229T S439700.060.060.0030.0011904.8780495238.520.67340067340.220.23230T S459870.170.170.0000.0000000.0000005339.260.68728522340.230.23230T S460070.330.34-0.0100.0004462.9850755440.000.7905138340.240.24230T S460271.361.340.0200.0001101.4814815540.740.83682008370.240.24231T S442570.800.82-0.0200.0003052.4691365641.480.83682008370.240.24232T S463412.892.90-0.0100.0000060.3454235742.220.94786729860.250.24233T S444650.230.230.0000.0000020.1885435842.961.04712041880.250.25233T S444850.240.240.0000.0000000.0000005943.701.05820105820.260.26234T S460950.370.370.0000.0000000.0000006044.441.19760479040.260.26234T S461150.400.41-0.0100.0003052.4691366145.191.19760479040.280.28234T S461350.320.33-0.0100.0004733.0769236245.931.27388535030.290.29235T S453510.470.470.0000.0000000.0000006346.671.27388535030.290.30235T S453710.200.200.0000.0000000.0000006447.411.32450331130.290.30236T S443570.060.060.0020.0006163.5087726548.151.43884892090.300.30236T S443770.460.460.0000.0000000.0000006648.891.48148148150.300.31236T S443970.300.31-0.0100.0005373.2786896749.631.50375939850.300.31237T S465810.300.31-0.0100.0005373.2786896850.371.57480314960.320.32237T S466010.030.030.0010.0006613.6363646951.111.57480314960.320.33238T S441340.290.30-0.0100.0005753.3898317051.851.94174757280.320.33238T S441540.140.140.0000.0000000.0000007152.592.02020202020.330.33239T S462120.050.05-0.0010.0002042.0202027253.332.10526315790.330.33239T S462320.670.670.0000.0000000.0000007354.072.24719101120.330.33239T S462520.950.940.0100.0000561.0582017454.812.24719101120.330.33240T S468810.250.240.0100.0008334.0816337555.562.40963855420.340.34241T S477571.321.34-0.0200.0001131.5037597656.302.40963855420.340.35242T S464510.080.080.0020.0003052.4691367757.042.46913580250.340.35243T S464002.402.380.0200.0000350.8368207857.782.46913580250.340.35244T S454680.340.330.0100.0004462.9850757958.522.46913580250.340.35245T S465180.640.630.0100.0001241.5748038059.262.53164556960.360.36246T S469841.491.480.0100.0000230.6734018160.002.53164556960.360.37247T S464980.190.180.0100.0014615.4054058260.742.59740259740.370.37248T S445831.601.590.0100.0000200.6269598361.482.59740259740.370.37249T S448090.070.08-0.0070.0046619.6551728462.222.70270270270.370.37249T S448290.010.010.0010.0032008.0000008562.962.70270270270.370.37251T S443370.420.410.0100.0002902.4096398663.702.73972602740.390.40252T S478250.780.79-0.0100.0000811.2738858764.442.73972602740.390.40252T S478450.460.440.0200.0009884.4444448865.192.73972602740.400.41253T S476350.060.06-0.0030.0011524.8000008965.932.89855072460.410.41254T S471650.450.440.0100.0002522.2471919066.672.89855072460.420.41255T S479060.110.12-0.0100.0037818.6956529167.412.98507462690.420.41256T S473820.360.37-0.0100.0003752.7397269268.152.98507462690.430.43257T S479511.571.58-0.0100.0000200.6349219368.892.98507462690.450.44257T S479710.330.35-0.0200.0017305.8823539469.632.98507462690.450.44258T S476650.010.01-0.0040.05555633.3333339570.373.07692307690.460.44259T S466830.010.010.0000.0000000.0000009671.113.07692307690.460.44259T S467030.080.070.0020.0003652.7027039771.853.27868852460.460.46260T S472330.260.260.0000.0000000.0000009872.593.27868852460.470.47260T S472530.090.09-0.0040.0009884.4444449973.333.38983050850.480.47261T S470120.760.78-0.0200.0003372.59740310074.073.38983050850.510.51262T S474171.141.140.0000.0000000.00000010174.813.50877192980.510.51263T S469170.370.370.0000.0000000.00000010275.563.63636363640.510.52263T S469370.0830.084-0.0010.0000721.19760510376.304.08163265310.640.63264T S480250.0150.0150.0000.0000000.00000010477.044.08163265310.640.63264T S480450.0100.013-0.0030.03402626.08695710577.784.08163265310.670.67265T S481320.0670.070-0.0030.0009594.37956210678.524.37956204380.760.75265T S481522.402.380.0200.0000350.83682010779.264.37956204380.760.78266T S482360.340.330.0100.0004462.98507510880.004.44444444440.760.78266T S482560.640.630.0100.0001241.57480310980.744.44444444440.780.78267T S475761.491.480.0100.0000230.67340111081.484.44444444440.780.79268T S484620.190.180.0100.0014615.40540511182.224.44444444440.780.79269T S485781.601.590.0100.0000200.62695911282.964.65116279070.800.82269T S485980.070.08-0.0070.0046619.65517211383.704.80.950.94270T S489340.010.010.0010.0032008.00000011484.444.80.950.96270T S489540.420.410.0100.0002902.40963911585.194.87804878051.051.06270T S489740.780.79-0.0100.0000811.27388511685.935.40540540541.141.14271T S485060.460.440.0200.0009884.44444411786.675.40540540541.141.14271T S485260.060.06-0.0030.0011524.80000011887.415.60747663551.221.22272T S490440.450.440.0100.0002522.24719111988.155.88235294121.261.27272T S490640.110.12-0.0100.0037818.69565212088.895.88235294121.321.34272T S490840.360.37-0.0100.0003752.73972612189.6381.361.34273T S483381.571.58-0.0100.0000200.63492112290.3781.491.48273T S483580.330.35-0.0200.0017305.88235312391.118.69565217391.491.48274T S486770.010.01-0.0040.05555633.33333312491.858.69565217391.571.58274T S486970.010.010.0000.0000000.00000012592.598.69565217391.571.58274T S487170.080.070.0020.0003652.70270312693.339.09090909091.601.59274T S487370.260.260.0000.0000000.00000012794.079.52380952381.601.59275T S474730.090.09-0.0040.0009884.44444412894.819.65517241381.731.74275T S474930.760.78-0.0200.0003372.59740312995.569.65517241382.112.10276T S488531.141.140.0000.0000000.00000013096.3013.33333333332.312.32276T S488730.370.370.0000.0000000.00000013197.0415.38461538462.352.34277T S491610.0830.084-0.0010.0000721.19760513297.7826.08695652172.402.38277T S491810.0150.0150.0000.0000000.00000013398.5226.08695652172.402.38277T S492010.0100.013-0.0030.03402626.08695713499.2633.33333333332.892.90277T S492210.0670.070-0.0030.0009594.379562135100.0033.33333333332.902.920.0020063.1931042.902.92Max0.010.01Min0.500.50Media135135N0.620.62DesvestAnlisis de Duplicados Cobre Total

Grafico Dup C.Acido000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Ley Original %CuTLey DuplicadoScattergrama

Grafico Dup CO3000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Ley Original %CuTDiferenciaGrfico de Residuos

Grafico Dup NO3 000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Rango Percentil %Diferencia Relativa AbsolutaGrfico de Diferencias Relativas

Grafico Dup AlSol000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Ley Original %CuTLey duplicadoQQ Plot Leyes

Grafico Dup MnSolLey 0Ley DDiferenciaVRDR#%DRSQQPlot Ley OQQ Plot Ley D197TS-429550.630.610.0200.0005203.22580610.7400.0100.010197TS-429750.140.140.0000.0000000.00000021.4800.010.01198TS-430842.992.980.0100.0000060.33500832.2200.010.01198TS-431040.020.020.0000.0000000.00000042.9600.0100.010199TS-433140.220.200.0200.0045359.52381053.7000.0100.010200TS-431790.230.230.0000.0000000.00000064.4400.010.01200TS-431992.422.420.0000.0000000.00000075.1900.0100.010200TS-432190.070.08-0.0100.00888913.33333385.9300.010.01201TS-430640.140.140.0000.0000000.00000096.6700.0100.010202TS-433681.371.370.0000.0000000.000000107.4100.010.01203T S439200.260.250.0100.0007693.921569118.1500.0100.010204T S438130.180.19-0.0100.0014615.405405128.8900.0100.010205T S439950.100.100.0000.0000000.000000139.6300.0100.010206T S434270.0100.0100.0000.0000000.0000001410.3700.010.01206T S434471.011.04-0.0300.0004282.9268291511.1100.010.01207TS-430370.0400.0400.0000.0000000.0000001611.8500.010.01208T S435520.020.020.0000.0000000.0000001712.5900.010.01209T S436550.010.010.0000.0000000.0000001813.3300.010.01209T S436751.171.170.0000.0000000.0000001914.0700.010.01210T S437310.010.010.0000.0000000.0000002014.8100.0100.010210T S437680.140.15-0.0100.0023786.8965522115.5600.0100.010211T S440580.0100.0100.0000.0000000.0000002216.3000.0100.010211T S440781.161.160.0000.0000000.0000002317.0400.0110.011212T S449530.0100.0100.0000.0000000.0000002417.7800.010.01213T S450200.010.010.0000.0000000.0000002518.5200.020.015213T S450400.290.290.0000.0000000.0000002619.2600.0150.02214T S442920.0100.0100.0000.0000000.0000002720.0000.0190.019215T S436060.070.070.0000.0000000.0000002820.7400.020.02216T S445550.0520.0510.0010.0001891.9417482921.4800.020.02217T S451080.010.010.0000.0000000.0000003022.2200.020.02217T S451280.550.540.0100.0001681.8348623122.9600.020.02218T S455810.0100.0100.0000.0000000.0000003223.7000.020.02218T S456010.200.21-0.0100.0011904.8780493324.4400.020.02219T S455090.130.130.0000.0000000.0000003425.1900.020.02219T S455290.120.120.0000.0000000.0000003525.9300.020.02220T S451980.160.17-0.0100.0018376.0606063626.6700.030.03221T S448630.010.010.0000.0000000.0000003727.4100.0290.029222T S452610.0100.0100.0000.0000000.0000003828.1500.030.03222T S452810.760.730.0300.0008114.0268463928.8900.030.03223T S467730.780.780.0000.0000000.0000004029.6300.030.03223T S467932.702.71-0.0100.0000070.3696864130.3700.030.03223T S468130.0110.0100.0010.0045359.5238104231.1100.0400.040224T S458830.080.080.0000.0000000.0000004331.8500.040.04224T S459030.480.480.0000.0000000.0000004432.5900.040.05225T S457800.020.020.0000.0000000.0000004533.3300.050.05225T S458000.330.320.0100.0004733.0769234634.0700.050.05226T S456850.050.050.0000.0000000.0000004734.8100.0520.05226T S457051.631.630.0000.0000000.0000004835.5600.060.051227T S448992.062.060.0000.0000000.0000004936.3000.060.06228T S435032.132.14-0.0100.0000110.4683845037.0400.070.07229T S439500.160.17-0.0100.0018376.0606065137.7800.070.07229T S439700.020.020.0000.0000000.0000005238.5200.070.07230T S459870.0290.0290.0000.0000000.0000005339.2600.070.08230T S460070.880.880.0000.0000000.0000005440.0000.080.08230T S460270.140.140.0000.0000000.0000005540.7400.080.08231T S442570.170.170.0000.0000000.0000005641.4800.080.08232T S463410.030.030.0000.0000000.0000005742.2200.080.09233T S444650.100.090.0100.00554010.5263165842.9600.080.09233T S444850.170.160.0100.0018376.0606065943.7000.090.09234T S460951.761.740.0200.0000651.1428576044.4400.090.09234T S461150.040.05-0.0100.02469122.2222226145.1900.090.09234T S461350.020.020.0000.0000000.0000006245.9300.100.09235T S453510.180.180.0000.0000000.0000006346.6700.100.09235T S453710.130.14-0.0100.0027437.4074076447.4100.100.09236T S443570.080.09-0.0100.00692011.7647066548.1500.100.10236T S443770.240.240.0000.0000000.0000006648.8900.100.10236T S443970.020.020.0000.0000000.0000006749.6300.100.10237T S465810.100.100.0000.0000000.0000006850.3700.100.10237T S466010.050.050.0000.0000000.0000006951.1100.100.10238T S441340.080.080.0000.0000000.0000007051.8500.110.10238T S441540.130.130.0000.0000000.0000007152.5900.120.12239T S462120.130.130.0000.0000000.0000007253.3300.130.13239T S462320.060.060.0000.0000000.0000007354.0700.130.13239T S462520.070.070.0000.0000000.0000007454.8100.130.13240T S468810.0190.0190.0000.0000000.0000007555.5600.130.13241T S477570.100.10-0.0010.0000531.0256417656.3000.130.14242T S464510.0100.0100.0000.0000000.0000007757.0400.140.14243T S464000.080.09-0.0100.00692011.7647067857.7800.140.14244T S454680.100.090.0100.00554010.5263167958.5200.140.14245T S465180.890.890.0000.0000000.0000008059.2600.140.14246T S469840.0100.011-0.0010.0045359.5238108160.0000.140.14247T S464980.040.040.0000.0000000.0000008260.7400.140.14248T S445830.100.090.0100.00554010.5263168361.4800.140.15249T S448091.021.03-0.0100.0000480.9756108462.2200.150.15249T S448290.590.580.0100.0001461.7094028562.9600.160.16251T S443372.582.61-0.0300.0000671.1560698663.7000.160.17252T S478250.070.070.0010.0000951.3793108764.4400.170.17252T S478450.180.19-0.0100.0014615.4054058865.1900.170.17253T S476350.100.100.0010.0000551.0471208965.9300.180.18254T S471650.150.150.0000.0000000.0000009066.670.33500837520.180.19255T S479060.090.09-0.0020.0002422.1978029167.410.36968576710.180.19256T S473820.190.190.0000.0000000.0000009268.150.46838407490.190.19257T S479510.030.03-0.0010.0004733.0769239368.890.96618357490.190.19257T S479710.010.010.0000.0000000.0000009469.630.97560975610.200.20258T S476650.130.130.0000.0000000.0000009570.371.02564102560.220.21259T S466830.080.080.0000.0000000.0000009671.111.04712041880.230.23259T S467030.100.100.0000.0000000.0000009771.851.06951871660.240.24260T S472330.010.010.0000.0000000.0000009872.591.14285714290.250.24260T S472530.090.090.0000.0000000.0000009973.331.15606936420.260.25261T S470120.020.020.0000.0000000.00000010074.071.37931034480.280.28262T S474170.010.010.0000.0000000.00000010174.811.52671755730.290.29263T S469170.450.450.0000.0000000.00000010275.561.70940170940.330.32263T S469370.720.720.0000.0000000.00000010376.301.83486238530.400.40264T S480250.140.140.0000.0000000.00000010477.041.94174757280.450.45264T S480451.171.170.0000.0000000.00000010577.782.06185567010.480.48265T S481320.030.030.0000.0000000.00000010678.522.19780219780.480.49265T S481522.062.08-0.0200.0000470.96618410779.262.92682926830.550.54266T S482361.171.170.0000.0000000.00000010880.003.07692307690.590.58266T S482560.400.400.0000.0000000.00000010980.743.07692307690.630.61267T S475761.161.160.0000.0000000.00000011081.483.22580645160.660.65268T S484620.060.050.0100.01652918.18181811182.223.77358490570.720.72269T S485781.341.340.0000.0000000.00000011282.963.92156862750.760.73269T S485980.010.010.0000.0000000.00000011383.704.02684563760.780.78270T S489340.010.010.0000.0000000.00000011484.444.08163265310.830.83270T S489540.190.190.0000.0000000.00000011585.194.87804878050.880.88270T S489740.660.650.0100.0001171.52671811685.935.40540540540.890.89271T S485060.280.280.0000.0000000.00000011786.675.40540540541.011.03271T S485260.020.02-0.0010.0020816.45161311887.416.06060606061.021.04272T S490440.250.240.0100.0008334.08163311988.156.06060606061.161.16272T S490640.030.030.0000.0000000.00000012088.896.06060606061.161.16272T S490840.110.100.0100.0045359.52381012189.636.45161290321.171.17273T S483381.171.170.0000.0000000.00000012290.376.89655172411.171.17273T S483580.140.140.0000.0000000.00000012391.117.40740740741.171.17274T S486770.010.010.0000.0000000.00000012491.859.52380952381.171.17274T S486970.010.010.0000.0000000.00000012592.599.52380952381.341.34274T S487170.020.020.0000.0000000.00000012693.339.52380952381.371.37274T S487370.090.09-0.0010.0000571.06951912794.079.52380952381.631.63275T S474730.030.030.0010.0007123.77358512894.8110.52631578951.761.74275T S474930.480.49-0.0100.0002132.06185612995.5610.52631578952.062.06276T S488530.830.830.0000.0000000.00000013096.3010.52631578952.062.08276T S488730.140.140.0000.0000000.00000013197.0411.76470588242.132.14277T S491610.0100.0100.0000.0000000.00000013297.7811.76470588242.422.42277T S491810.0100.0100.0000.0000000.00000013398.5213.33333333332.582.61277T S492010.0100.0100.0000.0000000.00000013499.2618.18181818182.702.71277T S492210.0150.0150.0000.0000000.000000135100.0022.22222222222.992.982.992.98Max0.010.01Min0.370.37Media135135N0.620.62DesvestAnlisis de Duplicados Cobre Soluble

Grafico Dup MnSol000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Ley Original %CuSolLey DuplicadoScattergrama

Grafico Dup FeSol000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Ley Original %CuSolDiferenciaGrfico de Residuos

Grafico Dup ClSol 000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Rango Percentil %Diferencia Relativa AbsolutaGrfico de Diferencias Relativas

Grafico Dup. Rep. CuT000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Ley Original %CuSolLey duplicadoQQ Plot

Grafico Dup. Rep. CuSolLey 0Ley DDiferenciaVRDR#%DRSQQPlot Ley OQQ Plot Ley D197TS-4295524222.0000.0037818.69565210.7401919197TS-4297530282.0000.0023786.89655221.4801920198TS-430847779-2.0000.0003292.56410332.2202020198TS-4310425232.0000.0034728.33333342.9602020199TS-433142123-2.0000.0041329.09090953.7002122200TS-4317939372.0000.0013855.26315864.4402122200TS-431996972-3.0000.0009054.25531975.1902122200TS-432193637-1.0000.0003752.73972685.9302123201TS-4306432320.0000.0000000.00000096.6702323202TS-4336849472.4700.0013115.120763107.4102423203T S4392024231.0000.0009054.255319118.1502423204T S4381321201.0000.0011904.878049128.8902424205T S4399551510.0000.0000000.000000139.6302424206T S4342749472.0000.0008684.1666671410.3702424206T S434475758-1.0000.0001511.7391301511.1102524207TS-430372712710.0000.0000000.0000001611.8502524208T S4355260582.0000.0005753.3898311712.5902624209T S4365520200.0000.0000000.0000001813.3302625209T S436754547-2.0000.0009454.3478261914.070.0294208592626210T S4373147452.0000.0009454.3478262014.810.04914729442627210T S437681922-3.0000.01070814.6341462115.560.14444881712627211T S4405829290.0000.0000000.0000002216.300.16077803332727211T S4407851474.0000.0033328.1632652317.040.268572252728212T S449536364-1.0000.0001241.5748032417.780.3299093972728213T S450203941-2.0000.0012505.0000002518.520.41474148532828213T S4504040400.0000.0000000.0000002619.260.50632911392828214T S44292147149-2.0000.0000911.3513512720.000.52147252372828215T S4360629290.0000.0000000.0000002820.740.52212728982828216T S445553536-0.8150.0002682.3137312921.480.52493438322828217T S451083637-1.0000.0003752.7397263022.220.55606802292928217T S451284344-1.0000.0002642.2988513122.960.72198323552929218T S4558143412.0000.0011344.7619053223.700.96516477952929218T S4560139390.0000.0000000.0000003324.441.13741192692929219T S4550933330.0000.0000000.0000003425.191.16715816913029219T S4552934331.0000.0004462.9850753525.931.2924154333029220T S451983334-1.0000.0004462.9850753626.671.31737730513030221T S448631911901.0000.0000140.5249343727.411.34969491153030222T S452611351323.0000.0002522.2471913828.151.35135135143030222T S452812729-2.0000.0025517.1428573928.891.38689018443030223T S467733738-0.9120.0002922.4185134029.631.43884892093130223T S467936667-1.8040.0003692.7148924130.371.44678883243131223T S4681345431.3190.0004503.0005624231.111.48148148153131224T S4588326242.0000.0032008.0000004331.851.53846153853231224T S4590344422.0000.0010824.6511634432.591.57480314963232225T S4578038371.0000.0003562.6666674533.331.6238825783232225T S458002628-2.0000.0027437.4074074634.071.73913043483232226T S456852324-1.0000.0009054.2553194734.811.73913043483232226T S457055758-1.0000.0001511.7391304835.561.76991150443232227T S448991401382.0000.0001041.4388494936.301.80902118293333228T S435033334-1.0000.0004462.9850755037.041.86915887853333229T S4395029281.0000.0006163.5087725137.782.0983671973333229T S4397068671.0000.0001101.4814815238.522.24719101123334230T S459873032-2.7460.0038948.8253575339.262.24719101123434230T S460075557-1.7470.0004893.1274735440.002.29885057473434230T S4602740391.0850.0003742.7349705540.742.31373055173434231T S442573435-1.0000.0004202.8985515641.482.41851265683435232T S4634130300.0000.0000000.0000005742.222.43120508413535233T S4446531301.0000.0005373.2786895842.962.55857734373536233T S4448554531.0000.0001751.8691595943.702.56410256413536234T S4609562602.0000.0005373.2786896044.442.56999663163536234T S4611528271.0000.0006613.6363646145.192.66666666673536234T S461354445-1.0000.0002522.2471916245.932.67460097233636235T S4535126251.0000.0007693.9215696346.672.714891943636235T S4537125223.0000.00814812.7659576447.412.73496985683637236T S443573638-2.0000.0014615.4054056548.152.73972602743637236T S4437757561.0000.0001571.7699126648.892.73972602743637236T S4439747452.0000.0009454.3478266749.632.74556493983737237T S4658132320.0000.0000000.0000006850.372.77777777783737237T S4660124240.0000.0000000.0000006951.112.81690140853837238T S4413428280.0000.0000000.0000007051.852.89855072463837238T S4415460600.0000.0000000.0000007152.592.97936110913838239T S462123537-2.0000.0015435.5555567253.332.98507462693938239T S4623232311.0000.0005043.1746037354.072.98507462693939239T S4625239372.0000.0013855.2631587454.812.98507462693939240T S468811471460.2360.0000010.1607787555.563.00056187163940241T S477575050-0.6730.0000911.3496957656.303.07692307694041242T S46451197198-1.0000.0000130.5063297757.043.12747254324041243T S464003233-1.0000.0004733.0769237857.783.17460317464041244T S454682627-1.0000.0007123.7735857958.523.27868852464342245T S4651861610.0000.0000000.0000008059.263.27868852464342246T S4698434303.2440.00517810.1764308160.003.38983050854343247T S464982123-2.0000.0041329.0909098260.743.43233134364343248T S4458334340.0000.0000000.0000008361.483.45860932064443249T S4480945450.0000.0000000.0000008462.223.46012521394444249T S4482936351.0000.0003972.8169018562.963.46072243974445251T S4433773712.0000.0003862.7777788663.703.50877192984545252T S4782537361.2510.0005993.4607228764.443.60749861924545252T S478452752740.1350.0000000.0491478865.193.63636363644545253T S476353537-1.2940.0006513.6074998965.933.6423416834646254T S471655454-0.6980.0000841.2924159066.673.77358490574746255T S479063232-0.0460.0000010.1444499167.413.92091591624747256T S473822727-0.3530.0000871.3173779268.153.92156862754747257T S479512728-0.1440.0000140.5214739368.894.16666666674847257T S47971119121-1.3650.0000651.1374129469.634.23267449674947258T S4766529281.4220.0012254.9496259570.374.25531914894947259T S4668336360.0000.0000000.0000009671.114.25531914894948259T S467031311292.0000.0001181.5384629771.854.25531914894948260T S472333336-2.9330.0035408.4145089872.594.3294714915049260T S4725349481.3300.0003772.7455659973.334.3478260875150261T S470124042-2.1430.0013895.26975310074.074.3478260875151262T S4741724240.1320.0000150.55606810174.814.3478260875453263T S4691743430.1410.0000050.32990910275.564.65116279075453263T S4693754540.1460.0000040.26857210376.304.76190476195454264T S480253132-0.9380.0004442.97936110477.044.81284264325454264T S480455657-1.3670.0002962.43120510577.784.87804878055556265T S4813228280.3280.0000681.16715810678.524.94962493235656265T S4815272702.4500.0005983.45860910779.264.978188355757266T S4823644431.4930.0005893.43233110880.0055757266T S4825647470.1950.0000090.41474110980.745.12076293155758267T S4757648461.6230.0005993.46012511081.485.26315789475758268T S4846221192.2170.00623011.16270511182.225.26315789475858269T S4857857561.4390.0003272.55857711282.965.26975307556060269T S485982024-3.5910.01305416.15790011383.705.40540540546060270T S4893435341.2610.0006633.64234211484.445.55555555566160270T S489544648-1.2560.0003582.67460111585.196.65468645196160270T S48974216216-0.0640.0000000.02942111685.936.89655172416261271T S485063031-0.4430.0001051.44678911786.677.14285714296364271T S485261920-0.9430.0011584.81284311887.417.40740740746667272T S4904431300.6420.0002202.09836711988.157.90984874526867272T S490642426-2.0140.0031287.90984912088.8986970272T S4908428280.7230.0003302.56999712189.638.16326530617271273T S483384949-0.2560.0000140.52212712290.378.17840037277372273T S483583030-0.2180.0000260.72198312391.118.21287045337779274T S486773031-0.4940.0001321.62388312491.858.33333333339397274T S4869761601.0980.0001641.80902112592.598.4145075134119121274T S487172829-1.2120.0008964.23267412693.338.6956521739131129274T S487373536-0.4900.0000961.38689012794.078.8253573648135132275T S4747326241.2490.0012394.97818812894.819.0909090909140138275T S4749338362.4520.0022146.65468612995.569.0909090909147146276T S488534346-3.6470.0033448.17840013096.309.8069602277147149276T S488739397-4.1000.0009374.32947113197.0410.1764296999191190277T S4916132292.9480.0048099.80696013297.7811.1627047985197198277T S491815860-2.3170.0007693.92091613398.5212.7659574468216216277T S492013841-3.2700.0033738.21287013499.2614.6341463415271271277T S4922154530.5160.0000470.965165135100.0016.1579003593275274274.54274.41Max19.0018.75Min50.8250.78Media135135N43.5443.52DesvestAnlisis de duplicados de Consumo de cido

Grafico Dup. Rep. CuSol000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Ley Original H2SO4 Kg/TonLey DuplicadoScattergrama

Grafico Dup Rep.C.Acido000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Ley Original H2SO4 Kg/TonDiferenciaGrfico de Residuos

Grafico Dup Rep CO3000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Rango Percentil %Diferencia Relativa AbsolutaGrfico de Diferencias Relativas

Grafico Dup Rep NO3 000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Ley Original H2SO4 Kg/TonLey duplicadoGrfico de QQ Plot

Grafico Dup Rep AlSolLey 0Ley DDiferenciaVRDR#%DRSQQPlot Ley OQQ Plot Ley D197TS-429550.080.080.0000.0000000.00000010.7400.020.02197TS-429750.090.090.0000.0000000.00000021.4800.020.03198TS-430840.040.05-0.0100.02469122.22222232.2200.030.03198TS-431040.040.040.0000.0000000.00000042.9600.03960.04199TS-433140.050.050.0000.0000000.00000053.7000.040.04200TS-431790.060.050.0100.01652918.18181864.4400.040.04200TS-431990.060.060.0000.0000000.00000075.1900.040.04200TS-432190.190.20-0.0100.0013155.12820585.9300.040.04201TS-430640.070.070.0000.0000000.00000096.6700.040.04202TS-433680.070.070.0000.0000000.000000107.4100.050.04203T S439200.050.06-0.0100.01652918.181818118.1500.050.05204T S438130.100.090.0100.00554010.526316128.8900.050.05205T S439951.061.050.0100.0000450.947867139.6300.050.05206T S434270.490.51-0.0200.0008004.0000001410.3700.050.05206T S434470.590.62-0.0300.0012294.9586781511.1100.050.05207TS-430373.833.91-0.0800.0002142.0671831611.8500.050.05208T S435521.151.130.0200.0001541.7543861712.5900.050.05209T S436550.140.130.0100.0027437.4074071813.3300.050.05209T S436750.070.070.0000.0000000.0000001914.0700.050.05210T S437310.580.560.0200.0006163.5087722014.8100.060.05210T S437680.050.050.0000.0000000.0000002115.5600.060.06211T S440580.090.080.0100.00692011.7647062216.3000.060.06211T S440780.090.080.0100.00692011.7647062317.0400.060.06212T S449531.181.180.0000.0000000.0000002417.7800.060.06213T S450200.560.510.0500.0043679.3457942518.5200.060.06213T S450400.140.120.0200.01183415.3846152619.260.1110494170.060.06214T S442922.842.85-0.0100.0000060.3514942720.000.26052974380.060.06215T S436060.040.040.0000.0000000.0000002820.740.35149384890.060.06216T S445550.0850.090-0.0050.0014255.3388092921.480.45248868780.060.07217T S451080.150.140.0100.0023786.8965523022.220.45558086560.070.07217T S451280.120.120.0000.0000000.0000003122.960.53397640170.070.07218T S455810.680.69-0.0100.0001071.4598543223.700.53591494510.070.07218T S456010.200.21-0.0100.0011904.8780493324.440.59820538380.070.07219T S455090.150.130.0200.01020414.2857143425.190.86580086580.070.07219T S455290.440.47-0.0300.0021746.5934073525.930.90794938670.070.07220T S451980.090.080.0100.00692011.7647063626.670.94786729860.070.07221T S448633.673.610.0600.0001361.6483523727.410.98846787480.070.07222T S452612.602.65-0.0500.0001811.9047623828.151.18194392050.070.07222T S452810.040.030.0100.04081628.5714293928.891.19760479040.070.07223T S467730.050.040.0100.02300221.4484994029.631.2146494080.070.07223T S467930.070.070.0020.0004092.8585514130.371.41843971630.080.08223T S468131.11.10.0200.0001681.8348624231.111.45985401460.080.08224T S458830.060.07-0.0100.01183415.3846154331.851.55968806240.080.08224T S459030.170.160.0100.0018376.0606064432.591.64835164840.080.08225T S457800.590.570.0200.0005953.4482764533.331.75438596490.090.08225T S458000.040.040.0000.0000000.0000004634.071.76211453740.0850.08226T S456850.030.030.0000.0000000.0000004734.811.83486238530.090.08226T S457050.060.050.0100.01652918.1818184835.561.83486238530.090.09227T S448992.162.20-0.0400.0001681.8348624936.301.90476190480.090.09228T S435030.070.060.0100.01183415.3846155037.041.92572214580.090.090229T S439500.070.060.0100.01183415.3846155137.782.00860832140.090.09229T S439701.431.400.0300.0002252.1201415238.522.03003103770.090.09230T S459870.090.080.0080.0047099.7050435339.262.06718346250.090.09230T S460070.230.220.0110.0011074.7048385440.002.12014134280.090.09230T S460270.140.130.0130.0042739.2443145540.742.12765957450.090.09231T S442570.100.100.0000.0000000.0000005641.482.17785843920.090.10232T S463410.090.080.0100.00692011.7647065742.222.32073787560.090.10233T S444650.050.050.0000.0000000.0000005842.962.40963855420.090.10233T S444850.790.81-0.0200.0003132.5000005943.702.50.100.10234T S460950.110.100.0100.0045359.5238106044.442.85855101030.100.10234T S461150.060.050.0100.01652918.1818186145.193.06513409960.100.10234T S461350.840.830.0100.0000721.1976056245.933.33913756020.100.10235T S453510.070.070.0000.0000000.0000006346.673.44827586210.100.10235T S453710.070.08-0.0100.00888913.3333336447.413.50877192980.100.11236T S443570.090.090.0000.0000000.0000006548.153.77358490570.110.11236T S443770.070.070.0000.0000000.0000006648.8940.110.11236T S443970.710.700.0100.0001011.4184406749.634.07122085610.110.11237T S465810.090.10-0.0100.00554010.5263166850.374.08163265310.110.11237T S466010.080.070.0100.00888913.3333336951.114.46333687570.120.12238T S441340.060.060.0000.0000000.0000007051.854.58793542910.120.12238T S441540.950.930.0200.0002262.1276607152.594.70483799380.120.12239T S462120.060.07-0.0100.01183415.3846157253.334.87804878050.120.13239T S462320.060.060.0000.0000000.0000007354.074.9586776860.12250.13239T S462520.100.090.0100.00554010.5263167454.815.12820512820.140.13240T S468812.32.32-0.0200.0000370.8658017555.565.33880903490.140.13241T S477570.03960.05-0.0100.02694523.2142867656.305.46202768420.140.13242T S464513.403.60-0.2000.0016335.7142867757.045.46537908360.140.13243T S464000.050.06-0.0100.01652918.1818187857.785.71428571430.150.14244T S454680.020.020.0000.0000000.0000007958.525.92991913750.150.14245T S465180.250.240.0100.0008334.0816338059.265.98500886880.150.15246T S469840.12250.110.0130.00578110.7526888160.006.06060606060.160.15247T S464980.110.12-0.0100.0037818.6956528260.746.59340659340.160.16248T S445830.070.070.0000.0000000.0000008361.486.84168655530.170.17249T S448090.090.10-0.0100.00554010.5263168462.226.89655172410.170.18249T S448290.050.050.0000.0000000.0000008562.966.99638118210.180.18251T S443370.090.10-0.0100.00554010.5263168663.707.40423710680.190.19252T S478250.170.17-0.0040.0002692.3207388764.447.40740740740.190.20252T S478455.825.790.0310.0000140.5339768865.197.4235807860.190.21253T S476350.110.11-0.0010.0000100.4555818965.938.4320227380.200.21254T S471650.270.270.0000.0000010.1110499066.678.69565217390.230.22255T S479060.240.230.0110.0010524.5879359167.419.22098569160.230.23256T S473820.070.09-0.0160.01775718.8449859268.159.24431401320.240.23257T S479510.190.21-0.0220.00617011.1083199368.899.34579439250.240.23257T S479712.652.570.0800.0004703.0651349469.639.36144758490.250.24258T S476650.240.230.0110.0009964.4633379570.379.52380952380.270.27259T S466830.110.110.0000.0000000.0000009671.119.70504281640.400.40259T S467034.434.410.0200.0000100.4524899771.8510.52631578950.410.42260T S472330.100.10-0.0040.0008294.0712219872.5910.52631578950.440.45260T S472530.460.450.0080.0001551.7621159973.3310.52631578950.460.47261T S470120.050.040.0130.03959828.14178310074.0710.52631578950.490.51262T S474170.080.10-0.0230.03393726.05255710174.8110.52631578950.520.51263T S469170.050.05-0.0030.0014945.46537910275.5610.7526881720.520.52263T S469370.400.40-0.0050.0000701.18194410376.3011.1083186730.560.54264T S480250.140.130.0070.0014925.46202810477.0411.76470588240.580.56264T S480450.100.11-0.0090.0035558.43202310577.7811.76470588240.580.57265T S481320.520.52-0.0050.0000410.90794910678.5211.76470588240.590.58265T S481520.160.150.0150.0042519.22098610779.2611.76470588240.590.59266T S482360.150.150.0010.0000180.59820510880.0012.07177814030.600.62266T S482560.100.090.0070.0027417.40423710980.7413.33333333330.680.69267T S475760.090.10-0.0150.01305416.15779511081.4813.33333333330.710.70268T S484620.020.04-0.0210.24085769.40562411182.2214.28571428570.790.81269T S485780.120.13-0.0150.00728612.07177811282.9614.73307485830.810.82269T S485980.060.07-0.0060.0043829.36144811383.7015.16944593870.840.83270T S489341.101.080.0210.0001851.92572211484.4415.38461538460.950.93270T S489540.520.54-0.0200.0007123.77358511585.1915.38461538460.990.96270T S489744.234.27-0.0420.0000490.98846811685.9315.38461538461.061.05271T S485060.090.070.0210.03487626.41041511786.6715.38461538461.11.1271T S485260.060.060.0040.0024476.99638111887.4115.38461538461.101.08272T S490440.180.19-0.0140.0027557.42358111988.1516.15779519051.111.09272T S490640.160.18-0.0250.01085314.73307512088.8917.03830760431.151.13272T S490840.410.42-0.0070.0001221.55968812189.6318.18181818181.181.18273T S483380.090.11-0.0160.01150615.16944612290.3718.18181818181.261.23273T S483580.120.14-0.0240.01806319.00664812391.1118.18181818181.431.40274T S486770.600.590.0120.0002062.03003112491.8518.18181818181.731.76274T S486970.810.82-0.0100.0000741.21464912592.5918.18181818182.162.20274T S487170.230.230.0010.0000030.26053012693.3318.84498480242.32.32274T S487370.580.58-0.0030.0000140.53591512794.0719.00664841612.602.57275T S474730.190.180.0110.0017585.92991912894.8121.44849905142.652.65275T S474930.120.13-0.0090.0023406.84168712995.5622.22222222222.842.85276T S488530.050.040.0070.01451517.03830813096.3023.21428571433.403.60276T S488731.731.76-0.0350.0002022.00860813197.0426.05255721963.673.61277T S491610.080.09-0.0050.0017915.98500913297.7826.41041537513.833.91277T S491811.261.230.0300.0002902.40963913398.5228.1417830294.234.27277T S492010.990.960.0330.0005573.33913813499.2628.57142857144.434.41277T S492211.111.090.0240.0002372.177858135100.0069.40562384245.825.795.825.79Max0.020.02Min0.530.53Media135135N0.980.99Desvest

Grafico Dup Rep AlSol000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Ley Original % CO3Ley DuplicadoScattergrama

Grafico Dup Rep MnSol000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Ley Original %CO3DiferenciaGrfico de Residuos

Grafico Dup Rep FeSol000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Rango Percentil %Diferencia Relativa AbsolutaGrfico de Diferencias Relativas

Grafico Dup Rep ClSol 000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000

Ley Original % CO3Ley duplicadoQQ Plot

Ley 0Ley DDiferenciaVRDR#%DRSQQPlot Ley OQQ Plot Ley D197TS-429550.090.080.0100.00692011.76470610.7400.010.01197TS-429750.090.090.0000.0000000.00000021.4800.010.01198TS-430840.150.150.0000.0000000.00000032.2200.010.01198TS-431040.120.13-0.0100.0032008.00000042.9600.010.01199TS-433140.140.130.0100.0027437.40740753.7000.020.02200TS-431790.050.050.0000.0000000.00000064.4400.020.02200TS-431990.070.08-0.0100.00888913.33333375.1900.020.02200TS-432190.060.07-0.0100.01183415.38461585.9300.020.02201TS-430640.100.100.0000.0000000.00000096.6700.020.02202TS-433680.130.130.0000.0000000.000000107.4100.020.02203T S439200.060.07-0.0100.01183415.384615118.1500.020.03204T S438130.040.040.0000.0000000.000000128.8900.020.03205T S439950.080.070.0100.00888913.333333139.6300.020.03206T S434270.100.100.0000.0000000.0000001410.3700.020.03206T S434470.070.070.0000.0000000.0000001511.1100.030.03207TS-430370.090.090.0000.0000000.0000001611.8500.030.03208T S435520.060.07-0.0100.01183415.3846151712.5900.030.03209T S436550.110.12-0.0100.0037818.6956521813.3300.030.03209T S436750.080.070.0100.00888913.3333331914.0700.030.03210T S437310.060.060.0000.0000000.0000002014.8100.030.03210T S437680.030.04-0.0100.04081628.5714292115.5600.030.03211T S440580.130.120.0100.0032008.0000002216.3000.030.03211T S440780.020.03-0.0100.08000040.0000002317.0400.030.03212T S449530.030.030.0000.0000000.0000002417.7800.030.04213T S450200.050.040.0100.02469122.2222222518.5200.030.04213T S450400.050.040.0100.02469122.2222222619.2600.030.04214T S442920.030.030.0000.0000000.0000002720.0000.030.04215T S436060.040.05-0.0100.02469122.2222222820.7400.030.04216T S445550.490.49-0.0010.0000020.2042902921.4800.030.04217T S451080.130.130.0000.0000000.0000003022.2200.040.04217T S451280.040.05-0.0100.02469122.2222223122.9600.040.04218T S455810.090.080.0100.00692011.7647063223.7000.040.04218T S456010.040.040.0000.0000000.0000003324.4400.040.04219T S455090.080.080.0000.0000000.0000003425.1900.040.04219T S455290.310.310.0000.0000000.0000003525.9300.040.04220T S451980.050.06-0.0100.01652918.1818183626.6700.040.04221T S448630.030.030.0000.0000000.0000003727.4100.040.04222T S452610.180.180.0000.0000000.0000003828.1500.040.05222T S452810.050.050.0000.0000000.0000003928.8900.040.05223T S467730.010.010.0000.0000000.0000004029.6300.040.05223T S467930.030.04-0.0110.05444532.9983984130.3700.040.05223T S468130.030.03-0.0010.0012444.9880424231.110.12492192380.040.05224T S458830.050.050.0000.0000000.0000004331.850.20429009190.050.05224T S459030.060.060.0000.0000000.0000004432.590.24968789010.050.05225T S457800.100.090.0100.00554010.5263164533.330.56681927190.050.05225T S458000.020.020.0000.0000000.0000004634.070.70838252660.050.05226T S456850.060.060.0000.0000000.0000004734.810.82161085520.050.05226T S457050.040.05-0.0100.02469122.2222224835.561.17637312570.050.05227T S448990.110.110.0000.0000000.0000004936.301.84940554820.050.05228T S435030.030.04-0.0100.04081628.5714295037.042.24719101120.060.05229T S439500.040.05-0.0100.02469122.2222225137.782.59447264520.060.05229T S439700.030.030.0000.0000000.0000005238.522.79862096940.060.06230T S459870.170.160.0060.0007233.8013495339.263.14960629920.060.06230T S460070.030.04-0.0080.02644222.9965165440.003.24643384160.060.06230T S460270.020.03-0.0090.07007237.4356945540.743.25203252030.060.06231T S442570.080.09-0.0100.00692011.7647065641.483.4883720930.060.06232T S463410.020.020.0000.0000000.0000005742.223.52781546810.060.06233T S444650.050.050.0000.0000000.0000005842.963.77358490570.060.06233T S444850.040.040.0000.0000000.0000005943.703.80088653390.060.06234T S460950.070.08-0.0100.00888913.3333336044.443.80134886570.060.06234T S461150.030.04-0.0100.04081628.5714296145.194.34227330780.060.06234T S461350.020.03-0.0100.08000040.0000006245.934.87804878050.060.06235T S453510.040.05-0.0100.02469122.2222226346.674.98804236420.060.06235T S453710.060.07-0.0100.01183415.3846156447.415.43372194550.060.07236T S443570.090.090.0000.0000000.0000006548.156.18556701030.060.07236T S443770.060.060.0000.0000000.0000006648.896.76328502420.060.07236T S443970.030.04-0.0100.04081628.5714296749.636.88767299650.060.07237T S465810.020.020.0000.0000000.0000006850.377.06077233670.060.07237T S466010.010.010.0000.0000000.0000006951.117.30630268970.060.07238T S441340.060.060.0000.0000000.0000007051.857.40740740740.070.07238T S441540.040.05-0.0100.02469122.2222227152.597.44306609890.070.07239T S462120.070.060.0100.01183415.3846157253.337.69230769230.070.07239T S462320.080.09-0.0100.00692011.7647067354.077.83089118420.070.07239T S462520.020.03-0.0100.08000040.0000007454.817.99029378630.070.07240T S468810.060.06-0.0030.0009434.3422737555.5680.070.07241T S477570.110.110.0030.0002522.2471917656.3080.070.07242T S464510.090.10-0.0100.00554010.5263167757.048.52082336050.070.07243T S464000.090.10-0.0100.00554010.5263167857.788.69565217390.080.08244T S454680.090.090.0000.0000000.0000007958.528.96499965890.080.08245T S465180.040.040.0000.0000000.0000008059.269.86785816140.080.08246T S469840.100.100.0030.0004963.1496068160.0010.52631578950.080.08247T S464980.210.200.0100.0011904.8780498260.7410.52631578950.080.08248T S445830.060.050.0100.01652918.1818188361.4810.52631578950.080.08249T S448090.060.08-0.0200.04081628.5714298462.2210.52631578950.080.08249T S448290.060.08-0.0200.04081628.5714298562.9611.55778894470.080.08251T S443370.110.110.0000.0000000.0000008663.7011.76470588240.080.08252T S478250.480.480.0010.0000010.1249228764.4411.76470588240.090.08252T S478450.070.060.0140.02281721.3621148865.1911.76470588240.090.08253T S476350.080.070.0070.0040198.9650008965.9311.76470588240.090.09254T S471650.140.15-0.0050.0006223.5278159066.6712.30727979620.090.09255T S479060.060.050.0150.03257825.5256049167.4112.55598572840.090.09256T S473820.110.13-0.0240.02106620.5258699268.1512.59760541380.090.09257T S479510.080.080.0000.0000030.2496889368.8913.33333333330.090.09257T S479710.020.020.0000.0000000.0000009469.6313.33333333330.090.09258T S476650.110.100.0090.0036308.5208239570.3713.33333333330.090.09259T S466830.090.10-0.0100.00554010.5263169671.1113.33333333330.090.09259T S467030.030.030.0000.0000000.0000009771.8513.7513580630.090.10260T S472330.170.17-0.0010.0000250.7083839872.5913.84656508950.090.10260T S472530.060.06-0.0050.0031927.9902949973.3314.0723955610.090.10261T S470120.100.100.0030.0005273.24643410074.0714.29664778820.100.10262T S474170.150.150.0030.0001711.84940610174.8115.38461538460.100.10263T S469170.060.050.0050.0048699.86785810275.5615.38461538460.100.10263T S469370.010.010.0040.05417232.91562210376.3015.38461538460.100.10264T S480250.100.10-0.0030.0003922.79862110477.0415.38461538460.100.10264T S480450.130.120.0090.0026697.30630310577.7815.38461538460.100.10265T S481320.030.03-0.0020.0019136.18556710678.5216.31644004940.100.10265T S481520.090.080.0120.00990214.07239610779.2618.18181818180.100.10266T S482360.210.200.0140.0022876.76328510880.0018.18181818180.110.10266T S482560.090.10-0.0050.0014765.43372210980.7420.52586938080.110.10267T S475760.100.10-0.0040.0007223.80088711081.4821.36211388170.110.11268T S484620.230.23-0.0010.0000160.56681911182.2222.22222222220.110.11269T S485780.060.07-0.0080.00788312.55598611282.9622.22222222220.110.11269T S485980.060.060.0010.0000691.17637311383.7022.22222222220.110.12270T S489340.100.090.0120.00793512.59760511484.4422.22222222220.110.12270T S489540.040.030.0150.07745039.35743011585.1922.22222222220.120.12270T S489740.010.01-0.0040.15451855.59105411685.9322.22222222220.130.13271T S485060.070.070.0020.0003372.59447311786.6722.22222222220.130.13271T S485260.030.030.0020.0023726.88767311887.4122.22222222220.130.13272T S490440.040.04-0.0010.0005293.25203311988.1522.99651567940.130.13272T S490640.080.070.0090.00757312.30728012088.8925.52560411760.140.13272T S490840.040.05-0.0140.05641533.59028312189.6328.57142857140.140.15273T S483380.060.07-0.0110.01331116.31644012290.3728.57142857140.150.15273T S483580.030.04-0.0050.00958613.84656512391.1128.57142857140.150.15274T S486770.110.100.0080.0029597.69230812491.8528.57142857140.170.15274T S486970.090.10-0.0070.0024937.06077212592.5928.57142857140.1