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Presentación de gráficos de control
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Grficos de ControlValores Individuales de X y R
Valores IndividualesSe usan cuando es posible una sola observacin por loteNo es tan sensible como los de promediosSe usan lmites de control 2se pueden comparar directamente con las tolerancias
MetodologaTomar 30 valoresCalcular la media de todas XCalcular los recorridos cada 2 valoresCalcular la media de los recorridosCalcular los lmites de controlEfectuar la grfica
Lmites de controlPara xLCC = XLC(SI) = X 2/3 R*2.66Para RLCC = RLSC = D4RLIC = D3R
EjemploUn proceso de fabricacin por lotes se controla por medicin de la viscosidad.Se hacen dos lotes por daSe desea examinar los resultados lote a loteRealizar el grfico de control
Ejemplo para valores individuales
x
x
x
x
x
1
133.5
124
132.5
118
127.5
2
117.5
126.5
130.5
126.5
133.5
1
131.5
124
137
132.5
133
2
128.5
124
143.5
133.5
126. 5
1
126
121.5
135.5
136
127.5
2
135.5
131
131.5
128
126
7
Hoja1
muestrax1x2RLSCXLCXLICXLSCRLCRLICR
1133.5117.516.0144.30129.4114.5018.315.60
2124.0126.52.5144.30129.4114.5018.315.60
3132.5130.52.0144.30129.4114.5018.315.60
4118.0126.58.5144.30129.4114.5018.315.60
5127.5133.56.0144.30129.4114.5018.315.60
6131.5128.53.0144.30129.4114.5018.315.60
7124.0124.00.0144.30129.4114.5018.315.60
8137.0143.56.5144.30129.4114.5018.315.60
9132.5133.51.0144.30129.4114.5018.315.60
10133.0126.56.5144.30129.4114.5018.315.60
11126.0135.59.5144.30129.4114.5018.315.60
12121.5131.09.5144.30129.4114.5018.315.60
13135.5131.54.0144.30129.4114.5018.315.60
14136.0128.08.0144.30129.4114.5018.315.60
15127.5126.01.5144.30129.4114.5018.315.60
medias129.45.6
Hoja1
Hoja2
xLSCXLCXLICX
133.5144.30129.4114.50
124.0144.30129.4114.50
132.5144.30129.4114.50
118.0144.30129.4114.50
127.5144.30129.4114.50
131.5144.30129.4114.50
124.0144.30129.4114.50
137.0144.30129.4114.50
132.5144.30129.4114.50
133.0144.30129.4114.50
126.0144.30129.4114.50
121.5144.30129.4114.50
135.5144.30129.4114.50
136.0144.30129.4114.50
127.5144.30129.4114.50
117.5144.30129.4114.50
126.5144.30129.4114.50
130.5144.30129.4114.50
126.5144.30129.4114.50
133.5144.30129.4114.50
128.5144.30129.4114.50
124.0144.30129.4114.50
143.5144.30129.4114.50
133.5144.30129.4114.50
126.5144.30129.4114.50
135.5144.30129.4114.50
131.0144.30129.4114.50
131.5144.30129.4114.50
128.0144.30129.4114.50
126.0144.30129.4114.50
Hoja2
x
LSCX
LCX
LICX
Hoja3
Grfico1
133.5144.296129.4114.504
124144.296129.4114.504
132.5144.296129.4114.504
118144.296129.4114.504
127.5144.296129.4114.504
131.5144.296129.4114.504
124144.296129.4114.504
137144.296129.4114.504
132.5144.296129.4114.504
133144.296129.4114.504
126144.296129.4114.504
121.5144.296129.4114.504
135.5144.296129.4114.504
136144.296129.4114.504
127.5144.296129.4114.504
117.5144.296129.4114.504
126.5144.296129.4114.504
130.5144.296129.4114.504
126.5144.296129.4114.504
133.5144.296129.4114.504
128.5144.296129.4114.504
124144.296129.4114.504
143.5144.296129.4114.504
133.5144.296129.4114.504
126.5144.296129.4114.504
135.5144.296129.4114.504
131144.296129.4114.504
131.5144.296129.4114.504
128144.296129.4114.504
126144.296129.4114.504
x
LSCX
LCX
LICX
Hoja1
muestrax1x2RLSCXLCXLICXLSCRLCRLICR
1133.5117.516.0144.30129.4114.5018.315.60
2124.0126.52.5144.30129.4114.5018.315.60
3132.5130.52.0144.30129.4114.5018.315.60
4118.0126.58.5144.30129.4114.5018.315.60
5127.5133.56.0144.30129.4114.5018.315.60
6131.5128.53.0144.30129.4114.5018.315.60
7124.0124.00.0144.30129.4114.5018.315.60
8137.0143.56.5144.30129.4114.5018.315.60
9132.5133.51.0144.30129.4114.5018.315.60
10133.0126.56.5144.30129.4114.5018.315.60
11126.0135.59.5144.30129.4114.5018.315.60
12121.5131.09.5144.30129.4114.5018.315.60
13135.5131.54.0144.30129.4114.5018.315.60
14136.0128.08.0144.30129.4114.5018.315.60
15127.5126.01.5144.30129.4114.5018.315.60
medias129.45.6
Hoja1
Hoja2
xLSCXLCXLICX
133.5144.30129.4114.50
124.0144.30129.4114.50
132.5144.30129.4114.50
118.0144.30129.4114.50
127.5144.30129.4114.50
131.5144.30129.4114.50
124.0144.30129.4114.50
137.0144.30129.4114.50
132.5144.30129.4114.50
133.0144.30129.4114.50
126.0144.30129.4114.50
121.5144.30129.4114.50
135.5144.30129.4114.50
136.0144.30129.4114.50
127.5144.30129.4114.50
117.5144.30129.4114.50
126.5144.30129.4114.50
130.5144.30129.4114.50
126.5144.30129.4114.50
133.5144.30129.4114.50
128.5144.30129.4114.50
124.0144.30129.4114.50
143.5144.30129.4114.50
133.5144.30129.4114.50
126.5144.30129.4114.50
135.5144.30129.4114.50
131.0144.30129.4114.50
131.5144.30129.4114.50
128.0144.30129.4114.50
126.0144.30129.4114.50
Hoja2
x
LSCX
LCX
LICX
Hoja3
Grfico2
1618.3125.60
2.518.3125.60
218.3125.60
8.518.3125.60
618.3125.60
318.3125.60
018.3125.60
6.518.3125.60
118.3125.60
6.518.3125.60
9.518.3125.60
9.518.3125.60
418.3125.60
818.3125.60
1.518.3125.60
Hoja1
muestrax1x2RLSCXLCXLICXLSCRLCRLICR
1133.5117.516.0144.30129.4114.5018.315.60
2124.0126.52.5144.30129.4114.5018.315.60
3132.5130.52.0144.30129.4114.5018.315.60
4118.0126.58.5144.30129.4114.5018.315.60
5127.5133.56.0144.30129.4114.5018.315.60
6131.5128.53.0144.30129.4114.5018.315.60
7124.0124.00.0144.30129.4114.5018.315.60
8137.0143.56.5144.30129.4114.5018.315.60
9132.5133.51.0144.30129.4114.5018.315.60
10133.0126.56.5144.30129.4114.5018.315.60
11126.0135.59.5144.30129.4114.5018.315.60
12121.5131.09.5144.30129.4114.5018.315.60
13135.5131.54.0144.30129.4114.5018.315.60
14136.0128.08.0144.30129.4114.5018.315.60
15127.5126.01.5144.30129.4114.5018.315.60
medias129.45.6
Hoja1
Hoja2
xLSCXLCXLICX
133.5144.30129.4114.50
124.0144.30129.4114.50
132.5144.30129.4114.50
118.0144.30129.4114.50
127.5144.30129.4114.50
131.5144.30129.4114.50
124.0144.30129.4114.50
137.0144.30129.4114.50
132.5144.30129.4114.50
133.0144.30129.4114.50
126.0144.30129.4114.50
121.5144.30129.4114.50
135.5144.30129.4114.50
136.0144.30129.4114.50
127.5144.30129.4114.50
117.5144.30129.4114.50
126.5144.30129.4114.50
130.5144.30129.4114.50
126.5144.30129.4114.50
133.5144.30129.4114.50
128.5144.30129.4114.50
124.0144.30129.4114.50
143.5144.30129.4114.50
133.5144.30129.4114.50
126.5144.30129.4114.50
135.5144.30129.4114.50
131.0144.30129.4114.50
131.5144.30129.4114.50
128.0144.30129.4114.50
126.0144.30129.4114.50
Hoja2
x
LSCX
LCX
LICX
Hoja3
Grficos de ControlPor variables
DefinicionesAtributo:caracterstica cualitativa que est o no estporos en una piezafuncionamiento o no de un transistorburbujas en la pintura de una autoPieza defectuosasi no cumple las prescripciones de calidadtiene al menos un defecto pero puede tener mas
Grficos de Control npControlar la porcin de piezas defectuosas que genera el procesoEvitar que este valor aumenteConseguir el Cero Defectop fraccin de piezas defectuosasn tamao de la muestra
Grfico pnRecolectar datos 20 a 25 subgrupos con 1 a 5 unidades defectuosascalcular np = pn kLC(SI) = np 3 pn (1-p)Construir el Grfico
Hoja1
Muestrapiezas defectuosasLSCLCLICLIC
116.332.1-2.130
236.332.1-2.130
346.332.1-2.130
426.332.1-2.130
506.332.1-2.130
626.332.1-2.130
756.332.1-2.130
836.332.1-2.130
946.332.1-2.130
1036.332.1-2.130
1116.332.1-2.130
1226.332.1-2.130
1316.332.1-2.130
1426.332.1-2.130
1516.332.1-2.130
1616.332.1-2.130
1736.332.1-2.130
1816.332.1-2.130
1936.332.1-2.130
2046.332.1-2.130
2126.332.1-2.130
2226.332.1-2.130
2336.332.1-2.130
2426.332.1-2.130
2516.332.1-2.130
2646.332.1-2.130
2716.332.1-2.130
2806.332.1-2.130
2926.332.1-2.130
3046.332.1-2.130
3116.332.1-2.130
3206.332.1-2.130
3326.332.1-2.130
3436.332.1-2.130
3506.332.1-2.130
3616.332.1-2.130
3716.332.1-2.130
3816.332.1-2.130
3916.332.1-2.130
4046.332.1-2.130
4116.332.1-2.130
4276.332.1-2.130
4316.332.1-2.130
4406.332.1-2.130
4516.332.1-2.130
4646.332.1-2.130
4736.332.1-2.130
4826.332.1-2.130
4926.332.1-2.130
5036.332.1-2.130
media2.1
LCS
Hoja1
piezas defectuosas
LSC
LC
LIC
Hoja2
Muestrapiezas defectuosasLSCLCLICLICMuestrapiezas defectuosasLSCLCLICLIC
116.332.1-2.1302516.332.1-2.130
236.332.1-2.1302646.332.1-2.130
346.332.1-2.1302716.332.1-2.130
426.332.1-2.1302806.332.1-2.130
506.332.1-2.1302926.332.1-2.130
626.332.1-2.1303046.332.1-2.130
756.332.1-2.1303116.332.1-2.130
836.332.1-2.1303206.332.1-2.130
946.332.1-2.1303326.332.1-2.130
1036.332.1-2.1303436.332.1-2.130
1116.332.1-2.1303506.332.1-2.130
1226.332.1-2.1303616.332.1-2.130
1316.332.1-2.1303716.332.1-2.130
1426.332.1-2.1303816.332.1-2.130
1516.332.1-2.1303916.332.1-2.130
1616.332.1-2.1304046.332.1-2.130
1736.332.1-2.1304116.332.1-2.130
1816.332.1-2.1304276.332.1-2.130
1936.332.1-2.1304316.332.1-2.130
2046.332.1-2.1304406.332.1-2.130
2126.332.1-2.1304516.332.1-2.130
2226.332.1-2.1304646.332.1-2.130
2336.332.1-2.1304736.332.1-2.130
2426.332.1-2.1304826.332.1-2.130
4926.332.1-2.130
5036.332.1-2.130
media2.2916666667
Hoja3
Fuera de control
Grfico1
16.33175495512.10
36.33175495512.10
46.33175495512.10
26.33175495512.10
06.33175495512.10
26.33175495512.10
56.33175495512.10
36.33175495512.10
46.33175495512.10
36.33175495512.10
16.33175495512.10
26.33175495512.10
16.33175495512.10
26.33175495512.10
16.33175495512.10
16.33175495512.10
36.33175495512.10
16.33175495512.10
36.33175495512.10
46.33175495512.10
26.33175495512.10
26.33175495512.10
36.33175495512.10
26.33175495512.10
16.33175495512.10
46.33175495512.10
16.33175495512.10
06.33175495512.10
26.33175495512.10
46.33175495512.10
16.33175495512.10
06.33175495512.10
26.33175495512.10
36.33175495512.10
06.33175495512.10
16.33175495512.10
16.33175495512.10
16.33175495512.10
16.33175495512.10
46.33175495512.10
16.33175495512.10
76.33175495512.10
16.33175495512.10
06.33175495512.10
16.33175495512.10
46.33175495512.10
36.33175495512.10
26.33175495512.10
26.33175495512.10
36.33175495512.10
piezas defectuosas
LSC
LC
LIC
Hoja1
Muestrapiezas defectuosasLSCLCLICLIC
116.332.1-2.130
236.332.1-2.130
346.332.1-2.130
426.332.1-2.130
506.332.1-2.130
626.332.1-2.130
756.332.1-2.130
836.332.1-2.130
946.332.1-2.130
1036.332.1-2.130
1116.332.1-2.130
1226.332.1-2.130
1316.332.1-2.130
1426.332.1-2.130
1516.332.1-2.130
1616.332.1-2.130
1736.332.1-2.130
1816.332.1-2.130
1936.332.1-2.130
2046.332.1-2.130
2126.332.1-2.130
2226.332.1-2.130
2336.332.1-2.130
2426.332.1-2.130
2516.332.1-2.130
2646.332.1-2.130
2716.332.1-2.130
2806.332.1-2.130
2926.332.1-2.130
3046.332.1-2.130
3116.332.1-2.130
3206.332.1-2.130
3326.332.1-2.130
3436.332.1-2.130
3506.332.1-2.130
3616.332.1-2.130
3716.332.1-2.130
3816.332.1-2.130
3916.332.1-2.130
4046.332.1-2.130
4116.332.1-2.130
4276.332.1-2.130
4316.332.1-2.130
4406.332.1-2.130
4516.332.1-2.130
4646.332.1-2.130
4736.332.1-2.130
4826.332.1-2.130
4926.332.1-2.130
5036.332.1-2.130
media2.1
LCS
Hoja1
piezas defectuosas
LSC
LC
LIC
Hoja2
Muestrapiezas defectuosasLSCLCLICLICMuestrapiezas defectuosasLSCLCLICLIC
116.332.1-2.1302516.332.1-2.130
236.332.1-2.1302646.332.1-2.130
346.332.1-2.1302716.332.1-2.130
426.332.1-2.1302806.332.1-2.130
506.332.1-2.1302926.332.1-2.130
626.332.1-2.1303046.332.1-2.130
756.332.1-2.1303116.332.1-2.130
836.332.1-2.1303206.332.1-2.130
946.332.1-2.1303326.332.1-2.130
1036.332.1-2.1303436.332.1-2.130
1116.332.1-2.1303506.332.1-2.130
1226.332.1-2.1303616.332.1-2.130
1316.332.1-2.1303716.332.1-2.130
1426.332.1-2.1303816.332.1-2.130
1516.332.1-2.1303916.332.1-2.130
1616.332.1-2.1304046.332.1-2.130
1736.332.1-2.1304116.332.1-2.130
1816.332.1-2.1304276.332.1-2.130
1936.332.1-2.1304316.332.1-2.130
2046.332.1-2.1304406.332.1-2.130
2126.332.1-2.1304516.332.1-2.130
2226.332.1-2.1304646.332.1-2.130
2336.332.1-2.1304736.332.1-2.130
2426.332.1-2.1304826.332.1-2.130
4926.332.1-2.130
5036.332.1-2.130
media2.2916666667
Hoja3
Grfico2
16.132423390320
36.331754955120
46.331754955120
26.331754955120
06.331754955120
26.331754955120
56.331754955120
36.331754955120
46.331754955120
36.331754955120
16.331754955120
26.331754955120
16.331754955120
26.331754955120
16.331754955120
16.331754955120
36.331754955120
16.331754955120
36.331754955120
46.331754955120
26.331754955120
26.331754955120
36.331754955120
26.331754955120
16.331754955120
46.331754955120
16.331754955120
06.331754955120
26.331754955120
46.331754955120
16.331754955120
06.331754955120
26.331754955120
36.331754955120
06.331754955120
16.331754955120
16.331754955120
16.331754955120
16.331754955120
46.331754955120
16.331754955120
16.331754955120
06.331754955120
16.331754955120
46.331754955120
36.331754955120
26.331754955120
26.331754955120
36.331754955120
piezas defectuosas
LSC
LC
LIC
Hoja1
Muestrapiezas defectuosasLSCLCLICLIC
116.332.1-2.130
236.332.1-2.130
346.332.1-2.130
426.332.1-2.130
506.332.1-2.130
626.332.1-2.130
756.332.1-2.130
836.332.1-2.130
946.332.1-2.130
1036.332.1-2.130
1116.332.1-2.130
1226.332.1-2.130
1316.332.1-2.130
1426.332.1-2.130
1516.332.1-2.130
1616.332.1-2.130
1736.332.1-2.130
1816.332.1-2.130
1936.332.1-2.130
2046.332.1-2.130
2126.332.1-2.130
2226.332.1-2.130
2336.332.1-2.130
2426.332.1-2.130
2516.332.1-2.130
2646.332.1-2.130
2716.332.1-2.130
2806.332.1-2.130
2926.332.1-2.130
3046.332.1-2.130
3116.332.1-2.130
3206.332.1-2.130
3326.332.1-2.130
3436.332.1-2.130
3506.332.1-2.130
3616.332.1-2.130
3716.332.1-2.130
3816.332.1-2.130
3916.332.1-2.130
4046.332.1-2.130
4116.332.1-2.130
4276.332.1-2.130
4316.332.1-2.130
4406.332.1-2.130
4516.332.1-2.130
4646.332.1-2.130
4736.332.1-2.130
4826.332.1-2.130
4926.332.1-2.130
5036.332.1-2.130
media2.1
LCS
Hoja1
piezas defectuosas
LSC
LC
LIC
Hoja2
Muestrapiezas defectuosasLSCLCLICLICMuestrapiezas defectuosasLSCLCLICLIC
116.332.1-2.1302516.332.1-2.130
236.332.1-2.1302646.332.1-2.130
346.332.1-2.1302716.332.1-2.130
426.332.1-2.1302806.332.1-2.130
506.332.1-2.1302926.332.1-2.130
626.332.1-2.1303046.332.1-2.130
756.332.1-2.1303116.332.1-2.130
836.332.1-2.1303206.332.1-2.130
946.332.1-2.1303326.332.1-2.130
1036.332.1-2.1303436.332.1-2.130
1116.332.1-2.1303506.332.1-2.130
1226.332.1-2.1303616.332.1-2.130
1316.332.1-2.1303716.332.1-2.130
1426.332.1-2.1303816.332.1-2.130
1516.332.1-2.1303916.332.1-2.130
1616.332.1-2.1304046.332.1-2.130
1736.332.1-2.1304116.332.1-2.130
1816.332.1-2.1304276.332.1-2.130
1936.332.1-2.1304316.332.1-2.130
2046.332.1-2.1304406.332.1-2.130
2126.332.1-2.1304516.332.1-2.130
2226.332.1-2.1304646.332.1-2.130
2336.332.1-2.1304736.332.1-2.130
2426.332.1-2.1304826.332.1-2.130
4926.332.1-2.130
5036.332.1-2.130
media2.2916666667
Hoja3
Muestrapiezas defectuosasLSCLCLICLIC
116.132-2.130
236.332-2.130
346.332-2.130
426.332-2.130
506.332-2.130
626.332-2.130
756.332-2.130
836.332-2.130
946.332-2.130
1036.332-2.130
1116.332-2.130
1226.332-2.130
1316.332-2.130
1426.332-2.130
1516.332-2.130
1616.332-2.130
1736.332-2.130
1816.332-2.130
1936.332-2.130
2046.332-2.130
2126.332-2.130
2226.332-2.130
2336.332-2.130
2426.332-2.130
2516.332-2.130
2646.332-2.130
2716.332-2.130
2806.332-2.130
2926.332-2.130
3046.332-2.130
3116.332-2.130
3206.332-2.130
3326.332-2.130
3436.332-2.130
3506.332-2.130
3616.332-2.130
3716.332-2.130
3816.332-2.130
3916.332-2.130
4046.332-2.130
4116.332-2.130
4316.332-2.130
4406.332-2.130
4516.332-2.130
4646.332-2.130
4736.332-2.130
4826.332-2.130
4926.332-2.130
5036.332-2.130
media2.0
Hoja3
piezas defectuosas
LSC
LC
LIC
Grficos de control pLa fraccin no conforme p es la que surge de un nmero de productos en el subgrupoPuede describir una o mas caractersticas de calidadEs el no cumplimiento de algn requisitoson como los np pero con n variable
ParmetrosFraccin defectuosa pi = xi (piezas defectuosas) ni ( en la muestra)Tamao medio de muestra n = ni mLCC = p = xi niL(SI)C = p pqq = 1 - p n
Hoja1
nxpLS^CLC=^pLICLICLCS
13810.0260.1580.052-0.05400.160
23930.0770.1580.052-0.05400.159
34040.1000.1580.052-0.05400.157
43920.0510.1580.052-0.05400.159
54000.0000.1580.052-0.05400.157
63920.0510.1580.052-0.05400.159
74250.1190.1580.052-0.05400.155
84030.0750.1580.052-0.05400.157
94140.0980.1580.052-0.05400.156
104230.0710.1580.052-0.05400.155
114010.0250.1580.052-0.05400.157
124020.0500.1580.052-0.05400.157
134110.0240.1580.052-0.05400.156
144220.0480.1580.052-0.05400.155
154110.0240.1580.052-0.05400.156
163810.0260.1580.052-0.05400.160
173730.0810.1580.052-0.05400.162
183710.0270.1580.052-0.05400.162
193930.0770.1580.052-0.05400.159
204040.1000.1580.052-0.05400.157
214020.0500.1580.052-0.05400.157
224020.0500.1580.052-0.05400.157
234130.0730.1580.052-0.05400.156
244220.0480.1580.052-0.05400.155
254310.0230.1580.052-0.05400.154
264040.1000.1580.052-0.05400.157
273810.0260.1580.052-0.05400.160
284000.0000.1580.052-0.05400.157
293920.0510.1580.052-0.05400.159
303740.1080.1580.052-0.05400.162
313710.0270.1580.052-0.05400.162
324000.0000.1580.052-0.05400.157
334320.0470.1580.052-0.05400.154
344330.0700.1580.052-0.05400.154
354200.0000.1580.052-0.05400.155
364010.0250.1580.052-0.05400.157
374210.0240.1580.052-0.05400.155
384010.0250.1580.052-0.05400.157
393910.0260.1580.052-0.05400.159
404040.1000.1580.052-0.05400.157
414110.0240.1580.052-0.05400.156
424200.0000.1580.052-0.05400.155
434010.0250.1580.052-0.05400.157
444070.1750.1580.052-0.05400.157
453710.0270.1580.052-0.05400.162
464040.1000.1580.052-0.05400.157
474030.0750.1580.052-0.05400.157
484020.0500.1580.052-0.05400.157
494120.0490.1580.052-0.05400.156
504230.0710.1580.052-0.05400.155
40.08media0.052
Hoja1
p
LS^C
LC=^p
LIC
Hoja2
p
LC=^p
LIC
LCS
Hoja3
nxpLS^CLC=^pLICLICLCSnxpLS^CLC=^pLICLICLCS
13810.0260.1580.052-0.05400.160264040.1000.1580.052-0.05400.157
23930.0770.1580.052-0.05400.159273810.0260.1580.052-0.05400.160
34040.1000.1580.052-0.05400.157284000.0000.1580.052-0.05400.157
43920.0510.1580.052-0.05400.159293920.0510.1580.052-0.05400.159
54000.0000.1580.052-0.05400.157303740.1080.1580.052-0.05400.162
63920.0510.1580.052-0.05400.159313710.0270.1580.052-0.05400.162
74250.1190.1580.052-0.05400.155324000.0000.1580.052-0.05400.157
84030.0750.1580.052-0.05400.157334320.0470.1580.052-0.05400.154
94140.0980.1580.052-0.05400.156344330.0700.1580.052-0.05400.154
104230.0710.1580.052-0.05400.155354200.0000.1580.052-0.05400.155
114010.0250.1580.052-0.05400.157364010.0250.1580.052-0.05400.157
124020.0500.1580.052-0.05400.157374210.0240.1580.052-0.05400.155
134110.0240.1580.052-0.05400.156384010.0250.1580.052-0.05400.157
144220.0480.1580.052-0.05400.155393910.0260.1580.052-0.05400.159
154110.0240.1580.052-0.05400.156404040.1000.1580.052-0.05400.157
163810.0260.1580.052-0.05400.160414110.0240.1580.052-0.05400.156
173730.0810.1580.052-0.05400.162424200.0000.1580.052-0.05400.155
183710.0270.1580.052-0.05400.162434010.0250.1580.052-0.05400.157
193930.0770.1580.052-0.05400.159444070.1750.1580.052-0.05400.157
204040.1000.1580.052-0.05400.157453710.0270.1580.052-0.05400.162
214020.0500.1580.052-0.05400.157464040.1000.1580.052-0.05400.157
224020.0500.1580.052-0.05400.157474030.0750.1580.052-0.05400.157
234130.0730.1580.052-0.05400.156484020.0500.1580.052-0.05400.157
244220.0480.1580.052-0.05400.155494120.0490.1580.052-0.05400.156
254310.0230.1580.052-0.05400.154504230.0710.1580.052-0.05400.155
40.04media0.056
Fuera de control
Grfico1
0.02631578950.15759310670.05241442330
0.07692307690.15759310670.05241442330
0.10.15759310670.05241442330
0.05128205130.15759310670.05241442330
00.15759310670.05241442330
0.05128205130.15759310670.05241442330
0.1190476190.15759310670.05241442330
0.0750.15759310670.05241442330
0.09756097560.15759310670.05241442330
0.07142857140.15759310670.05241442330
0.0250.15759310670.05241442330
0.050.15759310670.05241442330
0.02439024390.15759310670.05241442330
0.04761904760.15759310670.05241442330
0.02439024390.15759310670.05241442330
0.02631578950.15759310670.05241442330
0.08108108110.15759310670.05241442330
0.0270270270.15759310670.05241442330
0.07692307690.15759310670.05241442330
0.10.15759310670.05241442330
0.050.15759310670.05241442330
0.050.15759310670.05241442330
0.07317073170.15759310670.05241442330
0.04761904760.15759310670.05241442330
0.0232558140.15759310670.05241442330
0.10.15759310670.05241442330
0.02631578950.15759310670.05241442330
00.15759310670.05241442330
0.05128205130.15759310670.05241442330
0.10810810810.15759310670.05241442330
0.0270270270.15759310670.05241442330
00.15759310670.05241442330
0.04651162790.15759310670.05241442330
0.06976744190.15759310670.05241442330
00.15759310670.05241442330
0.0250.15759310670.05241442330
0.02380952380.15759310670.05241442330
0.0250.15759310670.05241442330
0.02564102560.15759310670.05241442330
0.10.15759310670.05241442330
0.02439024390.15759310670.05241442330
00.15759310670.05241442330
0.0250.15759310670.05241442330
0.1750.15759310670.05241442330
0.0270270270.15759310670.05241442330
0.10.15759310670.05241442330
0.0750.15759310670.05241442330
0.050.15759310670.05241442330
0.04878048780.15759310670.05241442330
0.07142857140.15759310670.05241442330
p
LS^C
LC=^p
LIC
Hoja1
nxpLS^CLC=^pLICLICLCS
13810.0260.1580.052-0.05400.160
23930.0770.1580.052-0.05400.159
34040.1000.1580.052-0.05400.157
43920.0510.1580.052-0.05400.159
54000.0000.1580.052-0.05400.157
63920.0510.1580.052-0.05400.159
74250.1190.1580.052-0.05400.155
84030.0750.1580.052-0.05400.157
94140.0980.1580.052-0.05400.156
104230.0710.1580.052-0.05400.155
114010.0250.1580.052-0.05400.157
124020.0500.1580.052-0.05400.157
134110.0240.1580.052-0.05400.156
144220.0480.1580.052-0.05400.155
154110.0240.1580.052-0.05400.156
163810.0260.1580.052-0.05400.160
173730.0810.1580.052-0.05400.162
183710.0270.1580.052-0.05400.162
193930.0770.1580.052-0.05400.159
204040.1000.1580.052-0.05400.157
214020.0500.1580.052-0.05400.157
224020.0500.1580.052-0.05400.157
234130.0730.1580.052-0.05400.156
244220.0480.1580.052-0.05400.155
254310.0230.1580.052-0.05400.154
264040.1000.1580.052-0.05400.157
273810.0260.1580.052-0.05400.160
284000.0000.1580.052-0.05400.157
293920.0510.1580.052-0.05400.159
303740.1080.1580.052-0.05400.162
313710.0270.1580.052-0.05400.162
324000.0000.1580.052-0.05400.157
334320.0470.1580.052-0.05400.154
344330.0700.1580.052-0.05400.154
354200.0000.1580.052-0.05400.155
364010.0250.1580.052-0.05400.157
374210.0240.1580.052-0.05400.155
384010.0250.1580.052-0.05400.157
393910.0260.1580.052-0.05400.159
404040.1000.1580.052-0.05400.157
414110.0240.1580.052-0.05400.156
424200.0000.1580.052-0.05400.155
434010.0250.1580.052-0.05400.157
444070.1750.1580.052-0.05400.157
453710.0270.1580.052-0.05400.162
464040.1000.1580.052-0.05400.157
474030.0750.1580.052-0.05400.157
484020.0500.1580.052-0.05400.157
494120.0490.1580.052-0.05400.156
504230.0710.1580.052-0.05400.155
40.08media0.052
Hoja1
p
LS^C
LC=^p
LIC
Hoja2
p
LC=^p
LIC
LCS
Hoja3
nxpLS^CLC=^pLICLICLCSnxpLS^CLC=^pLICLICLCS
13810.0260.1580.052-0.05400.160264040.1000.1580.052-0.05400.157
23930.0770.1580.052-0.05400.159273810.0260.1580.052-0.05400.160
34040.1000.1580.052-0.05400.157284000.0000.1580.052-0.05400.157
43920.0510.1580.052-0.05400.159293920.0510.1580.052-0.05400.159
54000.0000.1580.052-0.05400.157303740.1080.1580.052-0.05400.162
63920.0510.1580.052-0.05400.159313710.0270.1580.052-0.05400.162
74250.1190.1580.052-0.05400.155324000.0000.1580.052-0.05400.157
84030.0750.1580.052-0.05400.157334320.0470.1580.052-0.05400.154
94140.0980.1580.052-0.05400.156344330.0700.1580.052-0.05400.154
104230.0710.1580.052-0.05400.155354200.0000.1580.052-0.05400.155
114010.0250.1580.052-0.05400.157364010.0250.1580.052-0.05400.157
124020.0500.1580.052-0.05400.157374210.0240.1580.052-0.05400.155
134110.0240.1580.052-0.05400.156384010.0250.1580.052-0.05400.157
144220.0480.1580.052-0.05400.155393910.0260.1580.052-0.05400.159
154110.0240.1580.052-0.05400.156404040.1000.1580.052-0.05400.157
163810.0260.1580.052-0.05400.160414110.0240.1580.052-0.05400.156
173730.0810.1580.052-0.05400.162424200.0000.1580.052-0.05400.155
183710.0270.1580.052-0.05400.162434010.0250.1580.052-0.05400.157
193930.0770.1580.052-0.05400.159444070.1750.1580.052-0.05400.157
204040.1000.1580.052-0.05400.157453710.0270.1580.052-0.05400.162
214020.0500.1580.052-0.05400.157464040.1000.1580.052-0.05400.157
224020.0500.1580.052-0.05400.157474030.0750.1580.052-0.05400.157
234130.0730.1580.052-0.05400.156484020.0500.1580.052-0.05400.157
244220.0480.1580.052-0.05400.155494120.0490.1580.052-0.05400.156
254310.0230.1580.052-0.05400.154504230.0710.1580.052-0.05400.155
40.04media0.056
Grfico2
0.02631578950.052414423300.1600526188
0.07692307690.052414423300.158658333
0.10.052414423300.1573166653
0.05128205130.052414423300.158658333
00.052414423300.1573166653
0.05128205130.052414423300.158658333
0.1190476190.052414423300.1547785414
0.0750.052414423300.1573166653
0.09756097560.052414423300.1560243874
0.07142857140.052414423300.1547785414
0.0250.052414423300.1573166653
0.050.052414423300.1573166653
0.02439024390.052414423300.1560243874
0.04761904760.052414423300.1547785414
0.02439024390.052414423300.1560243874
0.02631578950.052414423300.1600526188
0.08108108110.052414423300.1615030544
0.0270270270.052414423300.1615030544
0.07692307690.052414423300.158658333
0.10.052414423300.1573166653
0.050.052414423300.1573166653
0.050.052414423300.1573166653
0.07317073170.052414423300.1560243874
0.04761904760.052414423300.1547785414
0.0232558140.052414423300.1535764118
0.10.052414423300.1573166653
0.02631578950.052414423300.1600526188
00.052414423300.1573166653
0.05128205130.052414423300.158658333
0.10810810810.052414423300.1615030544
0.0270270270.052414423300.1615030544
00.052414423300.1573166653
0.04651162790.052414423300.1535764118
0.06976744190.052414423300.1535764118
00.052414423300.1547785414
0.0250.052414423300.1573166653
0.02380952380.052414423300.1547785414
0.0250.052414423300.1573166653
0.02564102560.052414423300.158658333
0.10.052414423300.1573166653
0.02439024390.052414423300.1560243874
00.052414423300.1547785414
0.0250.052414423300.1573166653
0.1750.052414423300.1573166653
0.0270270270.052414423300.1615030544
0.10.052414423300.1573166653
0.0750.052414423300.1573166653
0.050.052414423300.1573166653
0.04878048780.052414423300.1560243874
0.07142857140.052414423300.1547785414
p
LC=^p
LIC
LCS
Hoja1
nxpLS^CLC=^pLICLICLCS
13810.0260.1580.052-0.05400.160
23930.0770.1580.052-0.05400.159
34040.1000.1580.052-0.05400.157
43920.0510.1580.052-0.05400.159
54000.0000.1580.052-0.05400.157
63920.0510.1580.052-0.05400.159
74250.1190.1580.052-0.05400.155
84030.0750.1580.052-0.05400.157
94140.0980.1580.052-0.05400.156
104230.0710.1580.052-0.05400.155
114010.0250.1580.052-0.05400.157
124020.0500.1580.052-0.05400.157
134110.0240.1580.052-0.05400.156
144220.0480.1580.052-0.05400.155
154110.0240.1580.052-0.05400.156
163810.0260.1580.052-0.05400.160
173730.0810.1580.052-0.05400.162
183710.0270.1580.052-0.05400.162
193930.0770.1580.052-0.05400.159
204040.1000.1580.052-0.05400.157
214020.0500.1580.052-0.05400.157
224020.0500.1580.052-0.05400.157
234130.0730.1580.052-0.05400.156
244220.0480.1580.052-0.05400.155
254310.0230.1580.052-0.05400.154
264040.1000.1580.052-0.05400.157
273810.0260.1580.052-0.05400.160
284000.0000.1580.052-0.05400.157
293920.0510.1580.052-0.05400.159
303740.1080.1580.052-0.05400.162
313710.0270.1580.052-0.05400.162
324000.0000.1580.052-0.05400.157
334320.0470.1580.052-0.05400.154
344330.0700.1580.052-0.05400.154
354200.0000.1580.052-0.05400.155
364010.0250.1580.052-0.05400.157
374210.0240.1580.052-0.05400.155
384010.0250.1580.052-0.05400.157
393910.0260.1580.052-0.05400.159
404040.1000.1580.052-0.05400.157
414110.0240.1580.052-0.05400.156
424200.0000.1580.052-0.05400.155
434010.0250.1580.052-0.05400.157
444070.1750.1580.052-0.05400.157
453710.0270.1580.052-0.05400.162
464040.1000.1580.052-0.05400.157
474030.0750.1580.052-0.05400.157
484020.0500.1580.052-0.05400.157
494120.0490.1580.052-0.05400.156
504230.0710.1580.052-0.05400.155
40.08media0.052
Hoja1
p
LS^C
LC=^p
LIC
Hoja2
p
LC=^p
LIC
LCS
Hoja3
nxpLS^CLC=^pLICLICLCSnxpLS^CLC=^pLICLICLCS
13810.0260.1580.052-0.05400.160264040.1000.1580.052-0.05400.157
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