六西格玛之测量工程能力研究CPKPPK

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1、测量(Measure)阶段流程能力-1-流程能力-2-DefineMeasureAnalyzeImproveControlStep 4-确定项目Ys Step 5-确认Y的现水准Step 6-发掘潜在的原因 变量(X)q 基础统计学q Minitab简介q 测量系统分析q Y的表现水平 及目标q 确定改进目标流程能力-3-q流程能力介绍q计数型流程能力 q计量型流程能力 q 流程能力指数q 短期/长期流程能力分析q流程能力练习 流程能力-4-2308,537366,80746,210523363.4sPPM流程能力每百万机会的缺陷数 流程能力-5-当我们继续收集该流程的数据时,我们会有如下疑问

2、：“这个流程有能力不产生不良吗?”要求数据收集分析.“流程能力研究”USLLSLq 流程在管理状态时所表现出的产品或服务的品质变动程度流程能力-6-q 研究流程的能力 -流程可以充分满足目标吗?-流程是处于可接受的散布水平吗?q使用可能的工具 -流程能力分析q 主要考虑事项 -要求流程是在可控制状态.-合理的子群(Rational Subgroup)q最终结果物 -明确反映当前Process的短期及长期流程能力的报告书流程能力-7-l额外的散布源于：-制造流程和测量系统-供给的材料散布-不合理的过窄的规格(为了强化的设计，比顾客的要求更窄)不适当的设计容限 不稳定的部件和材料 不充分的流程能力

3、 流程能力-8-LSLUSL不良流程能力多少材料脱离了规格？短期的/长期的?不适当的设计容限不适当的流程能力 供应材料的散布 不适当的测量能力 流程能力-9-你的数据是什么类型的计量型记数型从流程里收集数据从流程里收集数据用 Minitab分析数据用 Excel 分析数据流程能力表述DPU,PPMCp,Cpk,Pp,Ppk流程能力表述DPU,PPM流程能力-10-“缺陷”(x4)1 2 3 4 5 6 7 错误数“缺陷”(x 130 Min)“无缺陷”(x 130 Min)15 110 115 120 125 130 135 140 装配时间(Min)“无缺陷”(x3)顾客的要求顾客的要求记数

4、型计量型流程能力-11-寻找计量型数据太难了！流程能力-12-生产的产品总数缺陷总数=DPU 000,000,1/=DPMOx单位产品机会单位产品缺陷数流程能力-13-4.67 Sigma清洁器个缺陷/3=DPUppmx750000,000,1/4000DPU 3=DPMO冰箱机会流程能力-14-流程能力-15-l#1 不良的洗衣机-工厂刚生产完一批共40,000台洗衣机,其中发现100台洗衣机有缺陷。l#2 不良性批号 在3月份,有12,412台A型电机被组装到干燥机中,每台电机有3个被正确制造的机会(分别是功率、振动和总重)。在本月中，发现了200个不良发生。l#3 不良性批量-工厂刚生产

5、出一批共400台冰箱（每台冰箱有134个部件）。在生产中，发现了12,312个不良（错组装或损坏）部件。DPU,DPMO,和 Sigma 是多少?流程能力-16-l#1 有缺陷的购买定单-在3月中,共有764份购买定单交付,其中321份有缺陷。l#2 迟到的出货-在2000年,共出货42,100 批更换部件,其中有4,100批晚到l#3 不正确购买单据-在3月份,交付了764份购买单据,每份单据要填8处信息,共发现1234处不正确信息。流程能力-17-计量型数据等于.力量!流程能力-18-l一般形式:l这个变换产生的值来自一个平均值=0 和=1的分布。这个值以标准偏差为单位显示了原来的数值离平

6、均值有多远。-例如,如果 Z=2,说明问题中的数值偏离平均值2个标准偏差 l用这种方法，我们能在那个产品的输出平均值和的基础上计算产品脱离规格的比例。)x-(x=Z流程能力-19-l为了估计流程的良品率,我们用规格下限(LSL)和规格上限(USL)替代x)x-(SL=ZZ=(x-x)这个结果将告诉我们流程的平均值以sigma为单位离规格限有多远 流程能力-20-Avg平均=50标准偏差=10流程能力-21-SL z=2.5=2.5流程能力-22-我们从Z表获得尾部的面积.或者我们可以使用Minitab!流程能力-23-Z Table-Tail Area Probability0.000.010

7、.020.030.040.050.060.070.080.090.00.500000.496010.492020.488030.484050.480060.476080.472100.468120.464140.10.460170.456200.452240.448280.444330.440380.436440.432510.428580.424650.20.420740.416830.412940.409050.405170.401290.397430.393580.389740.385910.30.382090.378280.374480.370700.366930.363170.359

8、420.355690.351970.348270.40.344580.340900.337240.333600.329970.326360.322760.319180.315610.312070.50.308540.305030.301530.298060.294600.291160.287740.284340.280960.277600.60.274250.270930.267630.264350.261090.257850.254630.251430.248250.245100.70.241960.238850.235760.232700.229650.226630.223630.2206

9、50.217700.214760.80.211860.208970.206110.203270.200450.197660.194890.192150.189430.186730.90.184060.181410.178790.176190.173610.171060.168530.166020.163540.161091.00.158660.156250.153860.151510.149170.146860.144570.142310.140070.137861.10.135670.133500.131360.129240.127140.125070.123020.121000.11900

10、0.117021.20.115070.113140.111230.109350.107490.105650.103830.102040.100270.098531.30.096800.095100.093420.091760.090120.088510.086920.085340.083790.082261.40.080760.079270.077800.076360.074930.073530.072150.070780.069440.068111.50.066810.065520.064260.063010.061780.060570.059380.058210.057050.055921

11、.60.054800.053700.052620.051550.050500.049470.048460.047460.046480.045511.70.044570.043630.042720.041820.040930.040060.039200.038360.037540.036731.80.035930.035150.034380.033620.032880.032160.031440.030740.030050.029381.90.028720.028070.027430.026800.026190.025590.025000.024420.023850.023302.00.0227

12、50.022220.021690.021180.020680.020180.019700.019230.018760.018312.10.017860.017430.017000.016590.016180.015780.015390.015000.014630.014262.20.013900.013550.013210.012870.012550.012220.011910.011600.011300.011012.30.010720.010440.010170.009900.009640.009390.009140.008890.008660.008422.40.008200.00798

13、0.007760.007550.007340.007140.006950.006760.006570.006392.50.006210.006040.005870.005700.005540.005390.005230.005080.004940.004802.60.004660.004530.004400.004270.004150.004020.003910.003790.003680.003572.70.003470.003360.003260.003170.003070.002980.002890.002800.002720.002642.80.002560.002480.002400

14、.002330.002260.002190.002120.002050.001990.001932.90.001870.001810.001750.001690.001640.001590.001540.001490.001440.001393.00.001350.001310.001260.001220.001180.001140.001110.001070.001040.001003.10.000970.000940.000900.000870.000840.000820.000790.000760.000740.000713.20.000690.000660.000640.000620.

15、000600.000580.000560.000540.000520.000503.30.000480.000470.000450.000430.000420.000400.000390.000380.000360.000353.40.000340.000320.000310.000300.000290.000280.000270.000260.000250.000243.50.000230.000220.000220.000210.000200.000190.000190.000180.000170.000173.60.000160.000150.000150.000140.000140.0

16、00130.000130.000120.000120.000113.70.000110.000109.964E-059.577E-059.204E-058.844E-058.498E-058.165E-057.844E-057.535E-053.87.237E-056.951E-056.675E-056.409E-056.154E-055.908E-055.671E-055.444E-055.225E-055.014E-053.94.812E-054.617E-054.429E-054.249E-054.076E-053.909E-053.749E-053.595E-053.447E-053.

17、305E-054.03.169E-053.037E-052.911E-052.790E-052.674E-052.562E-052.455E-052.352E-052.253E-052.158E-054.12.067E-051.979E-051.895E-051.815E-051.738E-051.663E-051.592E-051.524E-051.458E-051.396E-054.21.335E-051.278E-051.222E-051.169E-051.118E-051.070E-051.023E-059.780E-069.351E-068.940E-064.38.546E-068.

18、169E-067.807E-067.461E-067.130E-066.812E-066.508E-066.217E-065.939E-065.672E-064.45.417E-065.173E-064.939E-064.716E-064.502E-064.297E-064.102E-063.914E-063.736E-063.564E-064.53.401E-063.244E-063.095E-062.952E-062.815E-062.685E-062.560E-062.441E-062.327E-062.218E-064.62.115E-062.015E-061.921E-061.830

19、E-061.744E-061.661E-061.583E-061.508E-061.436E-061.368E-064.71.302E-061.240E-061.181E-061.124E-061.070E-061.018E-069.692E-079.223E-078.776E-078.350E-074.87.944E-077.556E-077.187E-076.836E-076.501E-076.181E-075.877E-075.588E-075.312E-075.049E-074.94.799E-074.560E-074.334E-074.118E-073.912E-073.716E-0

20、73.530E-073.353E-073.184E-073.024E-075.02.871E-072.726E-072.588E-072.456E-072.331E-072.213E-072.100E-071.992E-071.890E-071.793E-075.11.701E-071.614E-071.530E-071.451E-071.376E-071.305E-071.237E-071.173E-071.112E-071.053E-075.29.983E-089.460E-088.964E-088.492E-088.045E-087.620E-087.217E-086.835E-086.

21、472E-086.128E-085.35.802E-085.493E-085.199E-084.921E-084.657E-084.407E-084.170E-083.946E-083.733E-083.531E-085.43.340E-083.158E-082.987E-082.824E-082.670E-082.524E-082.386E-082.256E-082.132E-082.015E-085.51.904E-081.799E-081.699E-081.605E-081.516E-081.432E-081.352E-081.277E-081.206E-081.138E-085.61.

22、075E-081.014E-089.574E-099.035E-098.526E-098.045E-097.590E-097.160E-096.754E-096.370E-09Z Table-Tail Area Probability0.000.010.020.030.040.050.060.070.080.090.00.500000.496010.492020.488030.484050.480060.476080.472100.468120.464140.10.460170.456200.452240.448280.444330.440380.436440.432510.428580.42

23、4650.20.420740.416830.412940.409050.405170.401290.397430.393580.389740.385910.30.382090.378280.374480.370700.366930.363170.359420.355690.351970.348270.40.344580.340900.337240.333600.329970.326360.322760.319180.315610.312070.50.308540.305030.301530.298060.294600.291160.287740.284340.280960.277600.60.

24、274250.270930.267630.264350.261090.257850.254630.251430.248250.245100.70.241960.238850.235760.232700.229650.226630.223630.220650.217700.214760.80.211860.208970.206110.203270.200450.197660.194890.192150.189430.186730.90.184060.181410.178790.176190.173610.171060.168530.166020.163540.161091.00.158660.1

25、56250.153860.151510.149170.146860.144570.142310.140070.137861.10.135670.133500.131360.129240.127140.125070.123020.121000.119000.117021.20.115070.113140.111230.109350.107490.105650.103830.102040.100270.098531.30.096800.095100.093420.091760.090120.088510.086920.085340.083790.082261.40.080760.079270.07

26、7800.076360.074930.073530.072150.070780.069440.068111.50.066810.065520.064260.063010.061780.060570.059380.058210.057050.055921.60.054800.053700.052620.051550.050500.049470.048460.047460.046480.045511.70.044570.043630.042720.041820.040930.040060.039200.038360.037540.036731.80.035930.035150.034380.033

27、620.032880.032160.031440.030740.030050.029381.90.028720.028070.027430.026800.026190.025590.025000.024420.023850.023302.00.022750.022220.021690.021180.020680.020180.019700.019230.018760.018312.10.017860.017430.017000.016590.016180.015780.015390.015000.014630.014262.20.013900.013550.013210.012870.0125

28、50.012220.011910.011600.011300.011012.30.010720.010440.010170.009900.009640.009390.009140.008890.008660.008422.40.008200.007980.007760.007550.007340.007140.006950.006760.006570.006392.50.006210.006040.005870.005700.005540.005390.005230.005080.004940.004802.60.004660.004530.004400.004270.004150.00402

29、0.003910.003790.003680.003572.70.003470.003360.003260.003170.003070.002980.002890.002800.002720.002642.80.002560.002480.002400.002330.002260.002190.002120.002050.001990.001932.90.001870.001810.001750.001690.001640.001590.001540.001490.001440.001393.00.001350.001310.001260.001220.001180.001140.001110

30、.001070.001040.001003.10.000970.000940.000900.000870.000840.000820.000790.000760.000740.000713.20.000690.000660.000640.000620.000600.000580.000560.000540.000520.000503.30.000480.000470.000450.000430.000420.000400.000390.000380.000360.000353.40.000340.000320.000310.000300.000290.000280.000270.000260.

31、000250.000243.50.000230.000220.000220.000210.000200.000190.000190.000180.000170.000173.60.000160.000150.000150.000140.000140.000130.000130.000120.000120.000113.70.000110.000109.964E-059.577E-059.204E-058.844E-058.498E-058.165E-057.844E-057.535E-053.87.237E-056.951E-056.675E-056.409E-056.154E-055.908

32、E-055.671E-055.444E-055.225E-055.014E-053.94.812E-054.617E-054.429E-054.249E-054.076E-053.909E-053.749E-053.595E-053.447E-053.305E-054.03.169E-053.037E-052.911E-052.790E-052.674E-052.562E-052.455E-052.352E-052.253E-052.158E-054.12.067E-051.979E-051.895E-051.815E-051.738E-051.663E-051.592E-051.524E-0

33、51.458E-051.396E-054.21.335E-051.278E-051.222E-051.169E-051.118E-051.070E-051.023E-059.780E-069.351E-068.940E-064.38.546E-068.169E-067.807E-067.461E-067.130E-066.812E-066.508E-066.217E-065.939E-065.672E-064.45.417E-065.173E-064.939E-064.716E-064.502E-064.297E-064.102E-063.914E-063.736E-063.564E-064.

34、53.401E-063.244E-063.095E-062.952E-062.815E-062.685E-062.560E-062.441E-062.327E-062.218E-064.62.115E-062.015E-061.921E-061.830E-061.744E-061.661E-061.583E-061.508E-061.436E-061.368E-064.71.302E-061.240E-061.181E-061.124E-061.070E-061.018E-069.692E-079.223E-078.776E-078.350E-074.87.944E-077.556E-077.

35、187E-076.836E-076.501E-076.181E-075.877E-075.588E-075.312E-075.049E-074.94.799E-074.560E-074.334E-074.118E-073.912E-073.716E-073.530E-073.353E-073.184E-073.024E-075.02.871E-072.726E-072.588E-072.456E-072.331E-072.213E-072.100E-071.992E-071.890E-071.793E-075.11.701E-071.614E-071.530E-071.451E-071.376

36、E-071.305E-071.237E-071.173E-071.112E-071.053E-075.29.983E-089.460E-088.964E-088.492E-088.045E-087.620E-087.217E-086.835E-086.472E-086.128E-085.35.802E-085.493E-085.199E-084.921E-084.657E-084.407E-084.170E-083.946E-083.733E-083.531E-085.43.340E-083.158E-082.987E-082.824E-082.670E-082.524E-082.386E-0

37、82.256E-082.132E-082.015E-085.51.904E-081.799E-081.699E-081.605E-081.516E-081.432E-081.352E-081.277E-081.206E-081.138E-085.61.075E-081.014E-089.574E-099.035E-098.526E-098.045E-097.590E-097.160E-096.754E-096.370E-09.00621or 6210 ppm流程能力-24-l用Minitab,到 然后点 l把Z-值填入输入常量 选项,然后 Minitab 会算出概率。流程能力-25-1-.99

38、38=.0062或 6200 ppm累积分布函数 正态分布，平均值=0 和标准差=1 x P(X=x)2.5 0.993790流程能力-26-如果某个流程的规格限是1.030，流程的平均值是0.995，标准偏差是0.010，尾部面积将是多少？SL z=1.0300.995=3.5 0.010流程能力-27-Z Table-Tail Area Probability0.000.010.020.030.040.050.060.070.080.090.00.500000.496010.492020.488030.484050.480060.476080.472100.468120.464140.10

39、.460170.456200.452240.448280.444330.440380.436440.432510.428580.424650.20.420740.416830.412940.409050.405170.401290.397430.393580.389740.385910.30.382090.378280.374480.370700.366930.363170.359420.355690.351970.348270.40.344580.340900.337240.333600.329970.326360.322760.319180.315610.312070.50.308540.

40、305030.301530.298060.294600.291160.287740.284340.280960.277600.60.274250.270930.267630.264350.261090.257850.254630.251430.248250.245100.70.241960.238850.235760.232700.229650.226630.223630.220650.217700.214760.80.211860.208970.206110.203270.200450.197660.194890.192150.189430.186730.90.184060.181410.1

41、78790.176190.173610.171060.168530.166020.163540.161091.00.158660.156250.153860.151510.149170.146860.144570.142310.140070.137861.10.135670.133500.131360.129240.127140.125070.123020.121000.119000.117021.20.115070.113140.111230.109350.107490.105650.103830.102040.100270.098531.30.096800.095100.093420.09

42、1760.090120.088510.086920.085340.083790.082261.40.080760.079270.077800.076360.074930.073530.072150.070780.069440.068111.50.066810.065520.064260.063010.061780.060570.059380.058210.057050.055921.60.054800.053700.052620.051550.050500.049470.048460.047460.046480.045511.70.044570.043630.042720.041820.040

43、930.040060.039200.038360.037540.036731.80.035930.035150.034380.033620.032880.032160.031440.030740.030050.029381.90.028720.028070.027430.026800.026190.025590.025000.024420.023850.023302.00.022750.022220.021690.021180.020680.020180.019700.019230.018760.018312.10.017860.017430.017000.016590.016180.0157

44、80.015390.015000.014630.014262.20.013900.013550.013210.012870.012550.012220.011910.011600.011300.011012.30.010720.010440.010170.009900.009640.009390.009140.008890.008660.008422.40.008200.007980.007760.007550.007340.007140.006950.006760.006570.006392.50.006210.006040.005870.005700.005540.005390.00523

45、0.005080.004940.004802.60.004660.004530.004400.004270.004150.004020.003910.003790.003680.003572.70.003470.003360.003260.003170.003070.002980.002890.002800.002720.002642.80.002560.002480.002400.002330.002260.002190.002120.002050.001990.001932.90.001870.001810.001750.001690.001640.001590.001540.001490

46、.001440.001393.00.001350.001310.001260.001220.001180.001140.001110.001070.001040.001003.10.000970.000940.000900.000870.000840.000820.000790.000760.000740.000713.20.000690.000660.000640.000620.000600.000580.000560.000540.000520.000503.30.000480.000470.000450.000430.000420.000400.000390.000380.000360.

47、000353.40.000340.000320.000310.000300.000290.000280.000270.000260.000250.000243.50.000230.000220.000220.000210.000200.000190.000190.000180.000170.000173.60.000160.000150.000150.000140.000140.000130.000130.000120.000120.000113.70.000110.000109.964E-059.577E-059.204E-058.844E-058.498E-058.165E-057.844

48、E-057.535E-053.87.237E-056.951E-056.675E-056.409E-056.154E-055.908E-055.671E-055.444E-055.225E-055.014E-053.94.812E-054.617E-054.429E-054.249E-054.076E-053.909E-053.749E-053.595E-053.447E-053.305E-054.03.169E-053.037E-052.911E-052.790E-052.674E-052.562E-052.455E-052.352E-052.253E-052.158E-054.12.067

49、E-051.979E-051.895E-051.815E-051.738E-051.663E-051.592E-051.524E-051.458E-051.396E-054.21.335E-051.278E-051.222E-051.169E-051.118E-051.070E-051.023E-059.780E-069.351E-068.940E-064.38.546E-068.169E-067.807E-067.461E-067.130E-066.812E-066.508E-066.217E-065.939E-065.672E-064.45.417E-065.173E-064.939E-0

50、64.716E-064.502E-064.297E-064.102E-063.914E-063.736E-063.564E-064.53.401E-063.244E-063.095E-062.952E-062.815E-062.685E-062.560E-062.441E-062.327E-062.218E-064.62.115E-062.015E-061.921E-061.830E-061.744E-061.661E-061.583E-061.508E-061.436E-061.368E-064.71.302E-061.240E-061.181E-061.124E-061.070E-061.

51、018E-069.692E-079.223E-078.776E-078.350E-074.87.944E-077.556E-077.187E-076.836E-076.501E-076.181E-075.877E-075.588E-075.312E-075.049E-074.94.799E-074.560E-074.334E-074.118E-073.912E-073.716E-073.530E-073.353E-073.184E-073.024E-075.02.871E-072.726E-072.588E-072.456E-072.331E-072.213E-072.100E-071.992

52、E-071.890E-071.793E-075.11.701E-071.614E-071.530E-071.451E-071.376E-071.305E-071.237E-071.173E-071.112E-071.053E-075.29.983E-089.460E-088.964E-088.492E-088.045E-087.620E-087.217E-086.835E-086.472E-086.128E-085.35.802E-085.493E-085.199E-084.921E-084.657E-084.407E-084.170E-083.946E-083.733E-083.531E-0

53、85.43.340E-083.158E-082.987E-082.824E-082.670E-082.524E-082.386E-082.256E-082.132E-082.015E-085.51.904E-081.799E-081.699E-081.605E-081.516E-081.432E-081.352E-081.277E-081.206E-081.138E-085.61.075E-081.014E-089.574E-099.035E-098.526E-098.045E-097.590E-097.160E-096.754E-096.370E-09Z Table-Tail Area Pr

54、obability0.000.010.020.030.040.050.060.070.080.090.00.500000.496010.492020.488030.484050.480060.476080.472100.468120.464140.10.460170.456200.452240.448280.444330.440380.436440.432510.428580.424650.20.420740.416830.412940.409050.405170.401290.397430.393580.389740.385910.30.382090.378280.374480.370700

55、.366930.363170.359420.355690.351970.348270.40.344580.340900.337240.333600.329970.326360.322760.319180.315610.312070.50.308540.305030.301530.298060.294600.291160.287740.284340.280960.277600.60.274250.270930.267630.264350.261090.257850.254630.251430.248250.245100.70.241960.238850.235760.232700.229650.

56、226630.223630.220650.217700.214760.80.211860.208970.206110.203270.200450.197660.194890.192150.189430.186730.90.184060.181410.178790.176190.173610.171060.168530.166020.163540.161091.00.158660.156250.153860.151510.149170.146860.144570.142310.140070.137861.10.135670.133500.131360.129240.127140.125070.1

57、23020.121000.119000.117021.20.115070.113140.111230.109350.107490.105650.103830.102040.100270.098531.30.096800.095100.093420.091760.090120.088510.086920.085340.083790.082261.40.080760.079270.077800.076360.074930.073530.072150.070780.069440.068111.50.066810.065520.064260.063010.061780.060570.059380.05

58、8210.057050.055921.60.054800.053700.052620.051550.050500.049470.048460.047460.046480.045511.70.044570.043630.042720.041820.040930.040060.039200.038360.037540.036731.80.035930.035150.034380.033620.032880.032160.031440.030740.030050.029381.90.028720.028070.027430.026800.026190.025590.025000.024420.023

59、850.023302.00.022750.022220.021690.021180.020680.020180.019700.019230.018760.018312.10.017860.017430.017000.016590.016180.015780.015390.015000.014630.014262.20.013900.013550.013210.012870.012550.012220.011910.011600.011300.011012.30.010720.010440.010170.009900.009640.009390.009140.008890.008660.0084

60、22.40.008200.007980.007760.007550.007340.007140.006950.006760.006570.006392.50.006210.006040.005870.005700.005540.005390.005230.005080.004940.004802.60.004660.004530.004400.004270.004150.004020.003910.003790.003680.003572.70.003470.003360.003260.003170.003070.002980.002890.002800.002720.002642.80.00

61、2560.002480.002400.002330.002260.002190.002120.002050.001990.001932.90.001870.001810.001750.001690.001640.001590.001540.001490.001440.001393.00.001350.001310.001260.001220.001180.001140.001110.001070.001040.001003.10.000970.000940.000900.000870.000840.000820.000790.000760.000740.000713.20.000690.000

62、660.000640.000620.000600.000580.000560.000540.000520.000503.30.000480.000470.000450.000430.000420.000400.000390.000380.000360.000353.40.000340.000320.000310.000300.000290.000280.000270.000260.000250.000243.50.000230.000220.000220.000210.000200.000190.000190.000180.000170.000173.60.000160.000150.0001

63、50.000140.000140.000130.000130.000120.000120.000113.70.000110.000109.964E-059.577E-059.204E-058.844E-058.498E-058.165E-057.844E-057.535E-053.87.237E-056.951E-056.675E-056.409E-056.154E-055.908E-055.671E-055.444E-055.225E-055.014E-053.94.812E-054.617E-054.429E-054.249E-054.076E-053.909E-053.749E-053.

64、595E-053.447E-053.305E-054.03.169E-053.037E-052.911E-052.790E-052.674E-052.562E-052.455E-052.352E-052.253E-052.158E-054.12.067E-051.979E-051.895E-051.815E-051.738E-051.663E-051.592E-051.524E-051.458E-051.396E-054.21.335E-051.278E-051.222E-051.169E-051.118E-051.070E-051.023E-059.780E-069.351E-068.940

65、E-064.38.546E-068.169E-067.807E-067.461E-067.130E-066.812E-066.508E-066.217E-065.939E-065.672E-064.45.417E-065.173E-064.939E-064.716E-064.502E-064.297E-064.102E-063.914E-063.736E-063.564E-064.53.401E-063.244E-063.095E-062.952E-062.815E-062.685E-062.560E-062.441E-062.327E-062.218E-064.62.115E-062.015

66、E-061.921E-061.830E-061.744E-061.661E-061.583E-061.508E-061.436E-061.368E-064.71.302E-061.240E-061.181E-061.124E-061.070E-061.018E-069.692E-079.223E-078.776E-078.350E-074.87.944E-077.556E-077.187E-076.836E-076.501E-076.181E-075.877E-075.588E-075.312E-075.049E-074.94.799E-074.560E-074.334E-074.118E-073.912E-073.716E-073.530E-073.353E-073.184E-073.024E-075.02.871E-072.726E-072.588E-072.456E-072.331E-072.213E-072.100E-071.992E-071.890E-071.793E-075.11.701E-071.614E-071.530E-071.451E-071.376E-071.30