Graficos de Control1

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


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


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


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


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


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


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


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


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


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


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


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

Documents

Graficos de Control1