Модели квазиодномерной гемодинамики
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DESCRIPTION
Факультет вычислительной математики и кибернетики МГУ. Модели квазиодномерной гемодинамики. М.В.Абакумов, А.Я.Буничева, В.Б.Кошелев, С.И.Мухин, Н.В.Соснин, А.П.Фаворский, А.Б.Хруленко. Основные направления математического моделирования гемодинамики. - PowerPoint PPT PresentationTRANSCRIPT
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42.9387
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. . . ()
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43.36720625
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588.6
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599.64
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515.94
675
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573.42
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599.64
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599.64
566.4
543
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573.42
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599.64
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44.75
, 3-4 (/)
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41.5541.44599.643.7383.574216.53616.794264.18278.829.0249.9940.06230.059570.27560.27994.4034.647
41.55516.96566.43.4983.677415.85217.022247.74260.48.6169.440.05830.061290.26420.28374.1294.34
41.6499.85432.73.382216.84215.9228.72243.668.339.050.0450.056370.28070.2653.8124.061
41.65610.8515.948.70610.39227.8137.104262.44264.5410.188.5990.14510.17320.46350.61844.3744.409
41.7725.467511.76612.75639.40839.564283.62287.6412.0911.250.19610.21260.65680.65944.7274.794
41.75780.6762.611.43611.9735.59233.828313.92321.7213.0112.710.19060.19950.59320.56385.2325.362
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41.85884.4835.210.4227.52431.33224.06384.42387.5414.7413.920.17370.12540.52220.4016.4076.459
41.9553.14842.4-7.896-7.068-13.692-10.518374.28380.469.21914.04-0.1316-0.1178-0.2282-0.17536.2386.341
41.95552.84573.42-2.328-1.7046.2288.466330.48349.59.2149.557-0.0388-0.02840.10380.14115.5085.825
42625.8588.62.2382.66121.321.972329.22351.9610.439.810.03730.044350.3550.36625.4875.866
42.05664.26663.9484.245623.14822.806337.38361.0211.0711.10.06580.070760.38580.38015.6236.017
42.1664.8700.84.5065.026820.65821.42339.06360.911.0811.680.07510.083780.34430.3575.6516.015
42.15640.2705.64.4525.078418.28219.632329.34350.1610.6711.760.07420.084640.30470.32725.4895.836
42.2605.4685.84.0684.181416.77616.776310.62328.8610.0911.430.06780.069690.27960.27965.1775.481
42.25569.16637.23.6423.766816.0516.686286.74303.249.48610.620.06070.062780.26750.27814.7795.054
42.3541.44599.643.7383.574216.53616.794264.18278.829.0249.9940.06230.059570.27560.27994.4034.647
42.35516.96566.43.4983.677415.85217.022247.74260.48.6169.440.05830.061290.26420.28374.1294.34
42.4499.85432.73.382216.84215.9228.72243.668.339.050.0450.056370.28070.2653.8124.061
42.45610.8515.948.70610.39227.8137.104262.44264.5410.188.5990.14510.17320.46350.61844.3744.409
42.5725.467511.76612.75639.40839.564283.62287.6412.0911.250.19610.21260.65680.65944.7274.794
42.55780.6762.611.43611.9735.59233.828313.92321.7213.0112.710.19060.19950.59320.56385.2325.362
42.6831805.811.07610.22432.70628.896348357.1213.8513.430.18460.17040.54510.48165.85.952
42.65884.4835.210.4227.52431.33224.06384.42387.5414.7413.920.17370.12540.52220.4016.4076.459
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42.75552.84573.42-2.328-1.7046.2288.466330.48349.59.2149.557-0.0388-0.02840.10380.14115.5085.825
42.8625.8588.62.2382.66121.321.972329.22351.9610.439.810.03730.044350.3550.36625.4875.866
42.85664.26663.9484.245623.14822.806337.38361.0211.0711.10.06580.070760.38580.38015.6236.017
42.9664.8700.84.5065.026820.65821.42339.06360.911.0811.680.07510.083780.34430.3575.6516.015
42.95640.2705.64.4525.078418.28219.632329.34350.1610.6711.760.07420.084640.30470.32725.4895.836
43605.4685.84.0684.181416.77616.776310.62328.8610.0911.430.06780.069690.27960.27965.1775.481
43.05569.16637.23.6423.766816.0516.686286.74303.249.48610.620.06070.062780.26750.27814.7795.054
43.1541.44599.643.7383.574216.53616.794264.18278.829.0249.9940.06230.059570.27560.27994.4034.647
43.15516.96566.43.4983.677415.85217.022247.74260.48.6169.440.05830.061290.26420.28374.1294.34
43.2499.85432.73.382216.84215.9228.72243.668.339.050.0450.056370.28070.2653.8124.061
43.25610.8515.948.70610.39227.8137.104262.44264.5410.188.5990.14510.17320.46350.61844.3744.409
43.3725.467511.76612.75639.40839.564283.62287.6412.0911.250.19610.21260.65680.65944.7274.794
43.35780.6762.611.43611.9735.59233.828313.92321.7213.0112.710.19060.19950.59320.56385.2325.362
43.4831805.811.07610.22432.70628.896348357.1213.8513.430.18460.17040.54510.48165.85.952
43.45884.4835.210.4227.52431.33224.06384.42387.5414.7413.920.17370.12540.52220.4016.4076.459
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43.55552.84573.42-2.328-1.7046.2288.466330.48349.59.2149.557-0.0388-0.02840.10380.14115.5085.825
43.6625.8588.62.2382.66121.321.972329.22351.9610.439.810.03730.044350.3550.36625.4875.866
43.65664.26663.9484.245623.14822.806337.38361.0211.0711.10.06580.070760.38580.38015.6236.017
43.7664.8700.84.5065.026820.65821.42339.06360.911.0811.680.07510.083780.34430.3575.6516.015
43.75640.2705.64.4525.078418.28219.632329.34350.1610.6711.760.07420.084640.30470.32725.4895.836
43.8605.4685.84.0684.181416.77616.776310.62328.8610.0911.430.06780.069690.27960.27965.1775.481
43.85569.16637.23.6423.766816.0516.686286.74303.249.48610.620.06070.062780.26750.27814.7795.054
43.9541.44599.643.7383.574216.53616.794264.18278.829.0249.9940.06230.059570.27560.27994.4034.647
43.95516.96566.43.4983.677415.85217.022247.74260.48.6169.440.05830.061290.26420.28374.1294.34
44499.85432.73.382216.84215.9228.72243.668.339.050.0450.056370.28070.2653.8124.061
44.05610.8515.948.70610.39227.8137.104262.44264.5410.188.5990.14510.17320.46350.61844.3744.409
44.1725.467511.76612.75639.40839.564283.62287.6412.0911.250.19610.21260.65680.65944.7274.794
44.15780.6762.611.43611.9735.59233.828313.92321.7213.0112.710.19060.19950.59320.56385.2325.362
44.2831805.811.07610.22432.70628.896348357.1213.8513.430.18460.17040.54510.48165.85.952
44.25884.4835.210.4227.52431.33224.06384.42387.5414.7413.920.17370.12540.52220.4016.4076.459
44.3553.14842.4-7.896-7.068-13.692-10.518374.28380.469.21914.04-0.1316-0.1178-0.2282-0.17536.2386.341
44.35552.84573.42-2.328-1.7046.2288.466330.48349.59.2149.557-0.0388-0.02840.10380.14115.5085.825
44.4625.8588.62.2382.66121.321.972329.22351.9610.439.810.03730.044350.3550.36625.4875.866
44.45664.26663.9484.245623.14822.806337.38361.0211.0711.10.06580.070760.38580.38015.6236.017
44.5664.8700.84.5065.026820.65821.42339.06360.911.0811.680.07510.083780.34430.3575.6516.015
44.55640.2705.64.4525.078418.28219.632329.34350.1610.6711.760.07420.084640.30470.32725.4895.836
44.6605.4685.84.0684.181416.77616.776310.62328.8610.0911.430.06780.069690.27960.27965.1775.481
44.65569.16637.23.6423.766816.0516.686286.74303.249.48610.620.06070.062780.26750.27814.7795.054
44.7541.44599.643.7383.574216.53616.794264.18278.829.0249.9940.06230.059570.27560.27994.4034.647
44.75516.96566.43.4983.677415.85217.022247.74260.48.6169.440.05830.061290.26420.28374.1294.34
9.05
Average641.62125668.96254.748254.980487520.3017520.6505310.635324.22125
Aver_sist726.445744.288.4688.5038528.070527.6905315.65321.77
Aver_dias590.727623.7722.51642.8664715.640516.4265307.626325.692
1
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0
0
0
0
0
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0
0
, 3-4 (/)
2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
0
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, (/)
3
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, (/)
0
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, 1 (/)
2
15.9
37.104
39.564
33.828
28.896
24.06
-10.518
8.466
21.972
22.806
21.42
19.632
16.776
16.686
16.794
17.022
15.9
37.104
39.564
33.828
28.896
24.06
-10.518
8.466
21.972
22.806
21.42
19.632
16.776
16.686
16.794
17.022
15.9
37.104
39.564
33.828
28.896
24.06
-10.518
8.466
21.972
22.806
21.42
19.632
16.776
16.686
16.794
17.022
15.9
37.104
39.564
33.828
28.896
24.06
-10.518
8.466
21.972
22.806
21.42
19.632
16.776
16.686
16.794
17.022
15.9
37.104
39.564
33.828
28.896
24.06
-10.518
8.466
21.972
22.806
21.42
19.632
16.776
16.686
16.794
17.022
15.9
37.104
39.564
33.828
28.896
24.06
-10.518
8.466
21.972
22.806
21.42
19.632
16.776
16.686
16.794
17.022
, (/)
1
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40.05610.8515.948.70610.39227.8137.104262.44264.5410.188.5990.14510.17320.46350.61844.3744.409
40.1725.467511.76612.75639.40839.564283.62287.6412.0911.250.19610.21260.65680.65944.7274.794
40.15780.6762.611.43611.9735.59233.828313.92321.7213.0112.710.19060.19950.59320.56385.2325.362
40.2831805.811.07610.22432.70628.896348357.1213.8513.430.18460.17040.54510.48165.85.952
40.25884.4835.210.4227.52431.33224.06384.42387.5414.7413.920.17370.12540.52220.4016.4076.459
40.3553.14842.4-7.896-7.068-13.692-10.518374.28380.469.21914.04-0.1316-0.1178-0.2282-0.17536.2386.341
40.35552.84573.42-2.328-1.7046.2288.466330.48349.59.2149.557-0.0388-0.02840.10380.14115.5085.825
40.4625.8588.62.2382.66121.321.972329.22351.9610.439.810.03730.044350.3550.36625.4875.866
40.45664.26663.9484.245623.14822.806337.38361.0211.0711.10.06580.070760.38580.38015.6236.017
40.5664.8700.84.5065.026820.65821.42339.06360.911.0811.680.07510.083780.34430.3575.6516.015
40.55640.2705.64.4525.078418.28219.632329.34350.1610.6711.760.07420.084640.30470.32725.4895.836
40.6605.4685.84.0684.181416.77616.776310.62328.8610.0911.430.06780.069690.27960.27965.1775.481
40.65569.16637.23.6423.766816.0516.686286.74303.249.48610.620.06070.062780.26750.27814.7795.054
40.7541.44599.643.7383.574216.53616.794264.18278.829.0249.9940.06230.059570.27560.27994.4034.647
40.75516.96566.43.4983.677415.85217.022247.74260.48.6169.440.05830.061290.26420.28374.1294.34
40.8499.85432.73.382216.84215.9228.72243.668.339.050.0450.056370.28070.2653.8124.061
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41831805.811.07610.22432.70628.896348357.1213.8513.430.18460.17040.54510.48165.85.952
41.05884.4835.210.4227.52431.33224.06384.42387.5414.7413.920.17370.12540.52220.4016.4076.459
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41.25664.26723.9484.245623.14822.806337.38361.0211.0711.20.06580.070760.38580.38015.6236.017
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41.35640.2705.64.4525.078418.28219.632329.34350.1610.6711.760.07420.084640.30470.32725.4895.836
41.4605.4685.84.0684.181416.77616.776310.62328.8610.0911.430.06780.069690.27960.27965.1775.481
41.45569.16637.23.6423.766816.0516.686286.74303.249.48610.620.06070.062780.26750.27814.7795.054
41.5541.44599.643.7383.574216.53616.794264.18278.829.0249.9940.06230.059570.27560.27994.4034.647
41.55516.96566.43.4983.677415.85217.022247.74260.48.6169.440.05830.061290.26420.28374.1294.34
41.6499.85432.73.382216.84215.9228.72243.668.339.050.0450.056370.28070.2653.8124.061
41.65610.8515.948.70610.39227.8137.104262.44264.5410.188.5990.14510.17320.46350.61844.3744.409
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41.8831805.811.07610.22432.70628.896348357.1213.8513.430.18460.17040.54510.48165.85.952
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41.95552.84573.42-2.328-1.7046.2288.466330.48349.59.2149.557-0.0388-0.02840.10380.14115.5085.825
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42.2605.4685.84.0684.181416.77616.776310.62328.8610.0911.430.06780.069690.27960.27965.1775.481
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42.3541.44599.643.7383.574216.53616.794264.18278.829.0249.9940.06230.059570.27560.27994.4034.647
42.35516.96566.43.4983.677415.85217.022247.74260.48.6169.440.05830.061290.26420.28374.1294.34
42.4499.85432.73.382216.84215.9228.72243.668.339.050.0450.056370.28070.2653.8124.061
42.45610.8515.948.70610.39227.8137.104262.44264.5410.188.5990.14510.17320.46350.61844.3744.409
42.5725.467511.76612.75639.40839.564283.62287.6412.0911.250.19610.21260.65680.65944.7274.794
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43.2499.85432.73.382216.84215.9228.72243.668.339.050.0450.056370.28070.2653.8124.061
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44.15780.6762.611.43611.9735.59233.828313.92321.7213.0112.710.19060.19950.59320.56385.2325.362
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44.25884.4835.210.4227.52431.33224.06384.42387.5414.7413.920.17370.12540.52220.4016.4076.459
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44.65569.16637.23.6423.766816.0516.686286.74303.249.48610.620.06070.062780.26750.27814.7795.054
44.7541.44599.643.7383.574216.53616.794264.18278.829.0249.9940.06230.059570.27560.27994.4034.647
44.75516.96566.43.4983.677415.85217.022247.74260.48.6169.440.05830.061290.26420.28374.1294.34
9.05
Average641.62125668.96254.748254.980487520.3017520.6505310.635324.22125
Aver_sist726.445744.288.4688.5038528.070527.6905315.65321.77
Aver_dias590.727623.7722.51642.8664715.640516.4265307.626325.692
1
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, 3-4 (/)
2
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, (/)
3
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, (/)
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, 1 (/)
3
3.3822
10.392
12.756
11.97
10.224
7.524
-7.068
-1.704
2.661
4.2456
5.0268
5.0784
4.1814
3.7668
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7.524
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2.661
4.2456
5.0268
5.0784
4.1814
3.7668
3.5742
3.6774
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10.392
12.756
11.97
10.224
7.524
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2.661
4.2456
5.0268
5.0784
4.1814
3.7668
3.5742
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3.3822
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11.97
10.224
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2.661
4.2456
5.0268
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3.7668
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10.392
12.756
11.97
10.224
7.524
-7.068
-1.704
2.661
4.2456
5.0268
5.0784
4.1814
3.7668
3.5742
3.6774
3.3822
10.392
12.756
11.97
10.224
7.524
-7.068
-1.704
2.661
4.2456
5.0268
5.0784
4.1814
3.7668
3.5742
3.6774
, (/)
1
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43.7664.8700.84.5065.026820.65821.42339.06360.911.0811.680.07510.083780.34430.3575.6516.015
43.75640.2705.64.4525.078418.28219.632329.34350.1610.6711.760.07420.084640.30470.32725.4895.836
43.8605.4685.84.0684.181416.77616.776310.62328.8610.0911.430.06780.069690.27960.27965.1775.481
43.85569.16637.23.6423.766816.0516.686286.74303.249.48610.620.06070.062780.26750.27814.7795.054
43.9541.44599.643.7383.574216.53616.794264.18278.829.0249.9940.06230.059570.27560.27994.4034.647
43.95516.96566.43.4983.677415.85217.022247.74260.48.6169.440.05830.061290.26420.28374.1294.34
44499.85432.73.382216.84215.9228.72243.668.339.050.0450.056370.28070.2653.8124.061
44.05610.8515.948.70610.39227.8137.104262.44264.5410.188.5990.14510.17320.46350.61844.3744.409
44.1725.467511.76612.75639.40839.564283.62287.6412.0911.250.19610.21260.65680.65944.7274.794
44.15780.6762.611.43611.9735.59233.828313.92321.7213.0112.710.19060.19950.59320.56385.2325.362
44.2831805.811.07610.22432.70628.896348357.1213.8513.430.18460.17040.54510.48165.85.952
44.25884.4835.210.4227.52431.33224.06384.42387.5414.7413.920.17370.12540.52220.4016.4076.459
44.3553.14842.4-7.896-7.068-13.692-10.518374.28380.469.21914.04-0.1316-0.1178-0.2282-0.17536.2386.341
44.35552.84573.42-2.328-1.7046.2288.466330.48349.59.2149.557-0.0388-0.02840.10380.14115.5085.825
44.4625.8588.62.2382.66121.321.972329.22351.9610.439.810.03730.044350.3550.36625.4875.866
44.45664.26663.9484.245623.14822.806337.38361.0211.0711.10.06580.070760.38580.38015.6236.017
44.5664.8700.84.5065.026820.65821.42339.06360.911.0811.680.07510.083780.34430.3575.6516.015
44.55640.2705.64.4525.078418.28219.632329.34350.1610.6711.760.07420.084640.30470.32725.4895.836
44.6605.4685.84.0684.181416.77616.776310.62328.8610.0911.430.06780.069690.27960.27965.1775.481
44.65569.16637.23.6423.766816.0516.686286.74303.249.48610.620.06070.062780.26750.27814.7795.054
44.7541.44599.643.7383.574216.53616.794264.18278.829.0249.9940.06230.059570.27560.27994.4034.647
44.75516.96566.43.4983.677415.85217.022247.74260.48.6169.440.05830.061290.26420.28374.1294.34
9.05
Average641.62125668.96254.748254.980487520.3017520.6505310.635324.22125
Aver_sist726.445744.288.4688.5038528.070527.6905315.65321.77
Aver_dias590.727623.7722.51642.8664715.640516.4265307.626325.692
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
, 3-4 (/)
2
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
, (/)
3
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
, (/)
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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0
0
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0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
, 1 (/)
4
243.66
264.54
287.64
321.72
357.12
387.54
380.46
349.5
351.96
361.02
360.9
350.16
328.86
303.24
278.82
260.4
243.66
264.54
287.64
321.72
357.12
387.54
380.46
349.5
351.96
361.02
360.9
350.16
328.86
303.24
278.82
260.4
243.66
264.54
287.64
321.72
357.12
387.54
380.46
349.5
351.96
361.02
360.9
350.16
328.86
303.24
278.82
260.4
243.66
264.54
287.64
321.72
357.12
387.54
380.46
349.5
351.96
361.02
360.9
350.16
328.86
303.24
278.82
260.4
243.66
264.54
287.64
321.72
357.12
387.54
380.46
349.5
351.96
361.02
360.9
350.16
328.86
303.24
278.82
260.4
243.66
264.54
287.64
321.72
357.12
387.54
380.46
349.5
351.96
361.02
360.9
350.16
328.86
303.24
278.82
260.4
, 1 (/)
1
40499.85432.73.382216.84215.9228.72243.668.339.050.0450.056370.28070.2653.8124.061
40.05610.8515.948.70610.39227.8137.104262.44264.5410.188.5990.14510.17320.46350.61844.3744.409
40.1725.467511.76612.75639.40839.564283.62287.6412.0911.250.19610.21260.65680.65944.7274.794
40.15780.6762.611.43611.9735.59233.828313.92321.7213.0112.710.19060.19950.59320.56385.2325.362
40.2831805.811.07610.22432.70628.896348357.1213.8513.430.18460.17040.54510.48165.85.952
40.25884.4835.210.4227.52431.33224.06384.42387.5414.7413.920.17370.12540.52220.4016.4076.459
40.3553.14842.4-7.896-7.068-13.692-10.518374.28380.469.21914.04-0.1316-0.1178-0.2282-0.17536.2386.341
40.35552.84573.42-2.328-1.7046.2288.466330.48349.59.2149.557-0.0388-0.02840.10380.14115.5085.825
40.4625.8588.62.2382.66121.321.972329.22351.9610.439.810.03730.044350.3550.36625.4875.866
40.45664.26663.9484.245623.14822.806337.38361.0211.0711.10.06580.070760.38580.38015.6236.017
40.5664.8700.84.5065.026820.65821.42339.06360.911.0811.680.07510.083780.34430.3575.6516.015
40.55640.2705.64.4525.078418.28219.632329.34350.1610.6711.760.07420.084640.30470.32725.4895.836
40.6605.4685.84.0684.181416.77616.776310.62328.8610.0911.430.06780.069690.27960.27965.1775.481
40.65569.16637.23.6423.766816.0516.686286.74303.249.48610.620.06070.062780.26750.27814.7795.054
40.7541.44599.643.7383.574216.53616.794264.18278.829.0249.9940.06230.059570.27560.27994.4034.647
40.75516.96566.43.4983.677415.85217.022247.74260.48.6169.440.05830.061290.26420.28374.1294.34
40.8499.85432.73.382216.84215.9228.72243.668.339.050.0450.056370.28070.2653.8124.061
40.85610.8515.948.70610.39227.8137.104262.44264.5410.188.5990.14510.17320.46350.61844.3744.409
40.9725.467511.76612.75639.40839.564283.62287.6412.0911.250.19610.21260.65680.65944.7274.794
40.95780.6762.611.43611.9735.59233.828313.92321.7213.0112.710.19060.19950.59320.56385.2325.362
41831805.811.07610.22432.70628.896348357.1213.8513.430.18460.17040.54510.48165.85.952
41.05884.4835.210.4227.52431.33224.06384.42387.5414.7413.920.17370.12540.52220.4016.4076.459
41.1553.14842.4-7.896-7.068-13.692-10.518374.28380.469.21914.04-0.1316-0.1178-0.2282-0.17536.2386.341
41.15552.84573.42-2.328-1.7046.2288.466330.48349.59.2149.557-0.0388-0.02840.10380.14115.5085.825
41.2625.8588.62.2382.66121.321.972329.22351.9610.439.810.03730.044350.3550.36625.4875.866
41.25664.26723.9484.245623.14822.806337.38361.0211.0711.20.06580.070760.38580.38015.6236.017
41.3664.8700.84.5065.026820.65821.42339.06360.911.0811.680.07510.083780.34430.3575.6516.015
41.35640.2705.64.4525.078418.28219.632329.34350.1610.6711.760.07420.084640.30470.32725.4895.836
41.4605.4685.84.0684.181416.77616.776310.62328.8610.0911.430.06780.069690.27960.27965.1775.481
41.45569.16637.23.6423.766816.0516.686286.74303.249.48610.620.06070.062780.26750.27814.7795.054
41.5541.44599.643.7383.574216.53616.794264.18278.829.0249.9940.06230.059570.27560.27994.4034.647
41.55516.96566.43.4983.677415.85217.022247.74260.48.6169.440.05830.061290.26420.28374.1294.34
41.6499.85432.73.382216.84215.9228.72243.668.339.050.0450.056370.28070.2653.8124.061
41.65610.8515.948.70610.39227.8137.104262.44264.5410.188.5990.14510.17320.46350.61844.3744.409
41.7725.467511.76612.75639.40839.564283.62287.6412.0911.250.19610.21260.65680.65944.7274.794
41.75780.6762.611.43611.9735.59233.828313.92321.7213.0112.710.19060.19950.59320.56385.2325.362
41.8831805.811.07610.22432.70628.896348357.1213.8513.430.18460.17040.54510.48165.85.952
41.85884.4835.210.4227.52431.33224.06384.42387.5414.7413.920.17370.12540.52220.4016.4076.459
41.9553.14842.4-7.896-7.068-13.692-10.518374.28380.469.21914.04-0.1316-0.1178-0.2282-0.17536.2386.341
41.95552.84573.42-2.328-1.7046.2288.466330.48349.59.2149.557-0.0388-0.02840.10380.14115.5085.825
42625.8588.62.2382.66121.321.972329.22351.9610.439.810.03730.044350.3550.36625.4875.866
42.05664.26663.9484.245623.14822.806337.38361.0211.0711.10.06580.070760.38580.38015.6236.017
42.1664.8700.84.5065.026820.65821.42339.06360.911.0811.680.07510.083780.34430.3575.6516.015
42.15640.2705.64.4525.078418.28219.632329.34350.1610.6711.760.07420.084640.30470.32725.4895.836
42.2605.4685.84.0684.181416.77616.776310.62328.8610.0911.430.06780.069690.27960.27965.1775.481
42.25569.16637.23.6423.766816.0516.686286.74303.249.48610.620.06070.062780.26750.27814.7795.054
42.3541.44599.643.7383.574216.53616.794264.18278.829.0249.9940.06230.059570.27560.27994.4034.647
42.35516.96566.43.4983.677415.85217.022247.74260.48.6169.440.05830.061290.26420.28374.1294.34
42.4499.85432.73.382216.84215.9228.72243.668.339.050.0450.056370.28070.2653.8124.061
42.45610.8515.948.70610.39227.8137.104262.44264.5410.188.5990.14510.17320.46350.61844.3744.409
42.5725.467511.76612.75639.40839.564283.62287.6412.0911.250.19610.21260.65680.65944.7274.794
42.55780.6762.611.43611.9735.59233.828313.92321.7213.0112.710.19060.19950.59320.56385.2325.362
42.6831805.811.07610.22432.70628.896348357.1213.8513.430.18460.17040.54510.48165.85.952
42.65884.4835.210.4227.52431.33224.06384.42387.5414.7413.920.17370.12540.52220.4016.4076.459
42.7553.14842.4-7.896-7.068-13.692-10.518374.28380.469.21914.04-0.1316-0.1178-0.2282-0.17536.2386.341
42.75552.84573.42-2.328-1.7046.2288.466330.48349.59.2149.557-0.0388-0.02840.10380.14115.5085.825
42.8625.8588.62.2382.66121.321.972329.22351.9610.439.810.03730.044350.3550.36625.4875.866
42.85664.26663.9484.245623.14822.806337.38361.0211.0711.10.06580.070760.38580.38015.6236.017
42.9664.8700.84.5065.026820.65821.42339.06360.911.0811.680.07510.083780.34430.3575.6516.015
42.95640.2705.64.4525.078418.28219.632329.34350.1610.6711.760.07420.084640.30470.32725.4895.836
43605.4685.84.0684.181416.77616.776310.62328.8610.0911.430.06780.069690.27960.27965.1775.481
43.05569.16637.23.6423.766816.0516.686286.74303.249.48610.620.06070.062780.26750.27814.7795.054
43.1541.44599.643.7383.574216.53616.794264.18278.829.0249.9940.06230.059570.27560.27994.4034.647
43.15516.96566.43.4983.677415.85217.022247.74260.48.6169.440.05830.061290.26420.28374.1294.34
43.2499.85432.73.382216.84215.9228.72243.668.339.050.0450.056370.28070.2653.8124.061
43.25610.8515.948.70610.39227.8137.104262.44264.5410.188.5990.14510.17320.46350.61844.3744.409
43.3725.467511.76612.75639.40839.564283.62287.6412.0911.250.19610.21260.65680.65944.7274.794
43.35780.6762.611.43611.9735.59233.828313.92321.7213.0112.710.19060.19950.59320.56385.2325.362
43.4831805.811.07610.22432.70628.896348357.1213.8513.430.18460.17040.54510.48165.85.952
43.45884.4835.210.4227.52431.33224.06384.42387.5414.7413.920.17370.12540.52220.4016.4076.459
43.5553.14842.4-7.896-7.068-13.692-10.518374.28380.469.21914.04-0.1316-0.1178-0.2282-0.17536.2386.341
43.55552.84573.42-2.328-1.7046.2288.466330.48349.59.2149.557-0.0388-0.02840.10380.14115.5085.825
43.6625.8588.62.2382.66121.321.972329.22351.9610.439.810.03730.044350.3550.36625.4875.866
43.65664.26663.9484.245623.14822.806337.38361.0211.0711.10.06580.070760.38580.38015.6236.017
43.7664.8700.84.5065.026820.65821.42339.06360.911.0811.680.07510.083780.34430.3575.6516.015
43.75640.2705.64.4525.078418.28219.632329.34350.1610.6711.760.07420.084640.30470.32725.4895.836
43.8605.4685.84.0684.181416.77616.776310.62328.8610.0911.430.06780.069690.27960.27965.1775.481
43.85569.16637.23.6423.766816.0516.686286.74303.249.48610.620.06070.062780.26750.27814.7795.054
43.9541.44599.643.7383.574216.53616.794264.18278.829.0249.9940.06230.059570.27560.27994.4034.647
43.95516.96566.43.4983.677415.85217.022247.74260.48.6169.440.05830.061290.26420.28374.1294.34
44499.85432.73.382216.84215.9228.72243.668.339.050.0450.056370.28070.2653.8124.061
44.05610.8515.948.70610.39227.8137.104262.44264.5410.188.5990.14510.17320.46350.61844.3744.409
44.1725.467511.76612.75639.40839.564283.62287.6412.0911.250.19610.21260.65680.65944.7274.794
44.15780.6762.611.43611.9735.59233.828313.92321.7213.0112.710.19060.19950.59320.56385.2325.362
44.2831805.811.07610.22432.70628.896348357.1213.8513.430.18460.17040.54510.48165.85.952
44.25884.4835.210.4227.52431.33224.06384.42387.5414.7413.920.17370.12540.52220.4016.4076.459
44.3553.14842.4-7.896-7.068-13.692-10.518374.28380.469.21914.04-0.1316-0.1178-0.2282-0.17536.2386.341
44.35552.84573.42-2.328-1.7046.2288.466330.48349.59.2149.557-0.0388-0.02840.10380.14115.5085.825
44.4625.8588.62.2382.66121.321.972329.22351.9610.439.810.03730.044350.3550.36625.4875.866
44.45664.26663.9484.245623.14822.806337.38361.0211.0711.10.06580.070760.38580.38015.6236.017
44.5664.8700.84.5065.026820.65821.42339.06360.911.0811.680.07510.083780.34430.3575.6516.015
44.55640.2705.64.4525.078418.28219.632329.34350.1610.6711.760.07420.084640.30470.32725.4895.836
44.6605.4685.84.0684.181416.77616.776310.62328.8610.0911.430.06780.069690.27960.27965.1775.481
44.65569.16637.23.6423.766816.0516.686286.74303.249.48610.620.06070.062780.26750.27814.7795.054
44.7541.44599.643.7383.574216.53616.794264.18278.829.0249.9940.06230.059570.27560.27994.4034.647
44.75516.96566.43.4983.677415.85217.022247.74260.48.6169.440.05830.061290.26420.28374.1294.34
9.05
Average641.62125668.96254.748254.980487520.3017520.6505310.635324.22125
Aver_sist726.445744.288.4688.5038528.070527.6905315.65321.77
Aver_dias590.727623.7722.51642.8664715.640516.4265307.626325.692
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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