The iPython notebook for this demo can be found in:
build_dataframe=True
to make pandas objects
In [1]:
import os
import pandas as pd
pd.set_option('precision', 3)
import pyNastran
pkg_path = pyNastran.__path__[0]
from pyNastran.op2.op2 import read_op2
op2_filename = os.path.join(pkg_path, '..', 'models', 'iSat', 'iSat_launch_100Hz.op2')
isat = read_op2(op2_filename, build_dataframe=True, debug=False, skip_undefined_matrices=True)
INFO: fname=op2_scalar.py lineNo=1176 op2_filename = 'f:\\work\\pynastran\\pynastran\\master3\\pyNastran\\..\\models\\iSat\\iSat_launch_100Hz.op2'
INFO: fname=fortran_format.py lineNo=321 skipping table_name = 'RAPCONS'
INFO: fname=fortran_format.py lineNo=321 skipping table_name = 'RAQCONS'
INFO: fname=fortran_format.py lineNo=321 skipping table_name = 'RASCONS'
INFO: fname=fortran_format.py lineNo=321 skipping table_name = 'RAFCONS'
INFO: fname=fortran_format.py lineNo=321 skipping table_name = 'RAECONS'
INFO: fname=fortran_format.py lineNo=321 skipping table_name = 'RANCONS'
INFO: fname=fortran_format.py lineNo=321 skipping table_name = 'RAGCONS'
INFO: fname=fortran_format.py lineNo=321 skipping table_name = 'RAPEATC'
INFO: fname=fortran_format.py lineNo=321 skipping table_name = 'RAQEATC'
INFO: fname=fortran_format.py lineNo=321 skipping table_name = 'RASEATC'
INFO: fname=fortran_format.py lineNo=321 skipping table_name = 'RAFEATC'
INFO: fname=fortran_format.py lineNo=321 skipping table_name = 'RAEEATC'
INFO: fname=fortran_format.py lineNo=321 skipping table_name = 'RANEATC'
INFO: fname=fortran_format.py lineNo=321 skipping table_name = 'RAGEATC'
Get a list of all objects:
In [2]:
print(isat.get_op2_stats(short=True))
eigenvectors[1]
eigenvectors_RADCONS[1]
eigenvectors_RADEFFM[1]
eigenvectors_RADEATC[1]
mpc_forces[1]
grid_point_forces[1]
cbar_force[1]
cquad4_stress[1]
cquad4_strain[1]
chexa_stress[1]
chexa_strain[1]
eigenvalues[u'ISAT_SM_LAUNCH_4PT MODES TO 100 HZ']
cbush_force[1]
cquad4_force[1]
cquad4_composite_stress[1]
ctria3_composite_stress[1]
cquad4_composite_strain[1]
ctria3_composite_strain[1]
cquad4_strain_energy[1]
ctria3_strain_energy[1]
chexa_strain_energy[1]
cbar_strain_energy[1]
cbush_strain_energy[1]
matrices[RBMASSS].shape = (6L, 6L)
matrices[BHH].shape = (33L, 33L)
matrices[EFMASSS].shape = (6L, 6L)
matrices[EFMFSMS].shape = (6L, 1L)
matrices[RAFGEN].shape = (33L, 1L)
matrices[MEFWTS].shape = (6L, 33L)
matrices[K4HH].shape = (33L, 33L)
matrices[RADAMPZ].shape = (33L, 33L)
matrices[RADAMPG].shape = (33L, 33L)
matrices[MEFMASS].shape = (6L, 33L)
matrices[EFMFACS].shape = (6L, 33L)
matrices[MPFACS].shape = (6L, 33L)
matrices[RADEFMP].shape = (33L, 12L)
Access the DataFrames
In [3]:
eigenvalues = isat.eigenvalues[u'ISAT_SM_LAUNCH_4PT MODES TO 100 HZ'].data_frame
eigenvectors = isat.eigenvectors[1].data_frame
mpc_forces = isat.mpc_forces[1].data_frame
grid_point_forces = isat.grid_point_forces[1].data_frame
cbar_force = isat.cbar_force[1].data_frame
cbush_force = isat.cbush_force[1].data_frame
cquad4_force = isat.cquad4_force[1].data_frame
cquad4_stress = isat.cquad4_stress[1].data_frame
chexa_stress = isat.chexa_stress[1].data_frame
cquad4_composite_stress = isat.cquad4_composite_stress[1].data_frame
ctria3_composite_stress = isat.ctria3_composite_stress[1].data_frame
cquad4_strain = isat.cquad4_strain[1].data_frame
chexa_strain = isat.chexa_strain[1].data_frame
cquad4_composite_strain = isat.cquad4_composite_strain[1].data_frame
ctria3_composite_strain = isat.ctria3_composite_strain[1].data_frame
#del isat
Now list each of the objects and be amazed!
In [4]:
eigenvalues
Out[4]:
Mode
ExtractionOrder
eigenvalue
radians
cycle
generalized_mass
generalized_stiffness
0
1
1
2758.149
52.518
8.359
1
2758.149
1
2
2
3568.632
59.738
9.508
1
3568.632
2
3
3
9689.306
98.434
15.666
1
9689.306
3
4
4
16168.100
127.154
20.237
1
16168.100
4
5
5
16278.223
127.586
20.306
1
16278.223
5
6
6
16679.709
129.150
20.555
1
16679.709
6
7
7
18248.434
135.087
21.500
1
18248.434
7
8
8
18600.697
136.384
21.706
1
18600.697
8
9
9
18632.551
136.501
21.725
1
18632.551
9
10
10
32147.814
179.298
28.536
1
32147.814
10
11
11
38660.684
196.623
31.294
1
38660.684
11
12
12
48432.578
220.074
35.026
1
48432.578
12
13
13
112409.023
335.275
53.361
1
112409.023
13
14
14
113042.672
336.218
53.511
1
113042.672
14
15
15
113475.180
336.861
53.613
1
113475.180
15
16
16
131635.375
362.816
57.744
1
131635.375
16
17
17
148774.906
385.714
61.388
1
148774.906
17
18
18
161249.031
401.558
63.910
1
161249.031
18
19
19
191365.172
437.453
69.623
1
191365.172
19
20
20
204148.297
451.828
71.911
1
204148.297
20
21
21
248182.016
498.179
79.288
1
248182.016
21
22
22
249137.609
499.137
79.440
1
249137.609
22
23
23
251654.172
501.651
79.840
1
251654.172
23
24
24
253140.875
503.131
80.076
1
253140.875
24
25
25
295297.750
543.413
86.487
1
295297.750
25
26
26
306885.906
553.973
88.168
1
306885.906
26
27
27
309040.656
555.914
88.477
1
309040.656
27
28
28
319227.719
565.002
89.923
1
319227.719
28
29
29
350984.500
592.439
94.290
1
350984.500
29
30
30
351566.188
592.930
94.368
1
351566.188
30
31
31
364166.156
603.462
96.044
1
364166.156
31
32
32
384601.344
620.162
98.702
1
384601.344
32
33
33
386090.438
621.362
98.893
1
386090.438
In [5]:
eigenvectors
Out[5]:
Mode
1
2
3
4
5
6
7
8
9
10
...
24
25
26
27
28
29
30
31
32
33
EigenvalueReal
2758.149
3568.632
9689.306
16168.100
16278.223
16679.709
18248.434
18600.697
18632.551
32147.814
...
253140.875
295297.750
306885.906
309040.656
319227.719
350984.500
351566.188
364166.156
384601.344
386090.438
Freq
8.359
9.508
15.666
20.237
20.306
20.555
21.500
21.706
21.725
28.536
...
80.076
86.487
88.168
88.477
89.923
94.290
94.368
96.044
98.702
98.893
Radians
52.518
59.738
98.434
127.154
127.586
129.150
135.087
136.384
136.501
179.298
...
503.131
543.413
553.973
555.914
565.002
592.439
592.930
603.462
620.162
621.362
NodeID
Item
1
t1
4.783e-03
-4.603e-06
-1.897e-04
4.649e-02
1.609e-04
3.418e-02
-6.925e-05
-1.378e-03
6.644e-04
-1.026e-01
...
6.956e-02
-1.152e-02
-5.199e-03
7.273e-04
-1.588e-03
-4.755e-02
-3.118e-04
2.620e-01
-5.739e-04
8.475e-02
t2
-1.520e-04
-4.498e-03
1.997e-02
-5.473e-04
8.291e-05
-2.297e-04
4.005e-05
-1.423e-02
-3.019e-02
-8.731e-03
...
5.743e-02
-2.854e-01
7.239e-03
6.322e-03
-5.218e-03
9.643e-03
1.106e-04
-3.971e-02
-6.828e-04
-5.038e-03
t3
8.177e-04
-1.411e-03
6.603e-03
7.383e-03
-1.335e-03
5.795e-03
-1.029e-04
-4.668e-03
-9.329e-03
-2.086e-02
...
-7.069e-03
1.501e-02
2.409e-02
2.687e-03
1.777e-02
1.803e-02
-7.755e-03
-7.859e-02
7.459e-03
-2.079e-02
r1
7.844e-06
1.974e-04
-9.370e-04
4.649e-05
5.713e-05
1.262e-05
-1.822e-06
5.970e-04
1.275e-03
4.882e-04
...
1.328e-03
-2.209e-02
5.989e-04
4.577e-04
-7.003e-03
1.504e-03
1.094e-04
-6.754e-03
-1.151e-04
-2.408e-03
r2
2.356e-04
-1.469e-06
-7.085e-06
2.291e-03
5.973e-06
1.604e-03
-3.388e-06
-6.959e-05
2.359e-05
-4.935e-03
...
4.963e-04
-8.451e-04
6.328e-03
-1.456e-04
1.215e-04
4.780e-03
4.534e-05
-1.864e-02
1.826e-05
-4.895e-03
r3
3.808e-05
1.405e-06
-2.035e-04
1.292e-04
-2.965e-05
5.825e-05
6.086e-08
-1.498e-04
6.374e-05
8.817e-04
...
-8.750e-03
-9.315e-03
-4.098e-03
3.825e-04
-8.811e-04
-1.678e-03
-4.572e-05
7.115e-03
-5.625e-05
8.746e-04
2
t1
4.783e-03
-4.603e-06
-1.897e-04
4.649e-02
1.609e-04
3.418e-02
-6.925e-05
-1.378e-03
6.644e-04
-1.026e-01
...
6.956e-02
-1.152e-02
-5.199e-03
7.273e-04
-1.588e-03
-4.755e-02
-3.118e-04
2.620e-01
-5.739e-04
8.475e-02
t2
-7.586e-05
-4.495e-03
1.957e-02
-2.889e-04
2.362e-05
-1.132e-04
4.017e-05
-1.453e-02
-3.007e-02
-6.967e-03
...
3.992e-02
-3.041e-01
-9.565e-04
7.087e-03
-6.980e-03
6.288e-03
1.914e-05
-2.548e-02
-7.953e-04
-3.289e-03
t3
3.465e-04
-1.408e-03
6.617e-03
2.801e-03
-1.347e-03
2.588e-03
-9.610e-05
-4.528e-03
-9.376e-03
-1.099e-02
...
-8.062e-03
1.670e-02
1.143e-02
2.978e-03
1.753e-02
8.466e-03
-7.846e-03
-4.130e-02
7.422e-03
-1.100e-02
r1
7.844e-06
1.974e-04
-9.370e-04
4.649e-05
5.713e-05
1.262e-05
-1.822e-06
5.970e-04
1.275e-03
4.882e-04
...
1.328e-03
-2.209e-02
5.989e-04
4.577e-04
-7.003e-03
1.504e-03
1.094e-04
-6.754e-03
-1.151e-04
-2.408e-03
r2
2.356e-04
-1.469e-06
-7.085e-06
2.291e-03
5.973e-06
1.604e-03
-3.388e-06
-6.959e-05
2.359e-05
-4.935e-03
...
4.963e-04
-8.451e-04
6.328e-03
-1.456e-04
1.215e-04
4.780e-03
4.534e-05
-1.864e-02
1.826e-05
-4.895e-03
r3
3.808e-05
1.405e-06
-2.035e-04
1.292e-04
-2.965e-05
5.825e-05
6.086e-08
-1.498e-04
6.374e-05
8.817e-04
...
-8.750e-03
-9.315e-03
-4.098e-03
3.825e-04
-8.811e-04
-1.678e-03
-4.572e-05
7.115e-03
-5.625e-05
8.746e-04
3
t1
5.366e-03
-8.268e-06
-2.216e-04
5.218e-02
1.778e-04
3.818e-02
-7.766e-05
-1.526e-03
7.134e-04
-1.149e-01
...
7.093e-02
-1.334e-02
1.064e-02
4.827e-04
-1.207e-03
-3.557e-02
-2.138e-04
2.154e-01
-5.517e-04
7.238e-02
t2
-1.665e-04
-4.985e-03
2.219e-02
-5.796e-04
-1.982e-07
-2.302e-04
4.437e-05
-1.573e-02
-3.333e-02
-9.943e-03
...
5.474e-02
-2.310e-01
6.516e-03
5.141e-03
1.281e-02
5.925e-03
-1.468e-04
-2.186e-02
-4.073e-04
1.324e-03
t3
8.168e-04
-1.411e-03
6.599e-03
7.365e-03
-1.336e-03
5.787e-03
-1.029e-04
-4.668e-03
-9.329e-03
-2.084e-02
...
-7.047e-03
1.503e-02
2.408e-02
2.669e-03
1.778e-02
1.801e-02
-7.748e-03
-7.858e-02
7.459e-03
-2.076e-02
r1
8.172e-06
1.972e-04
-9.380e-04
5.422e-05
6.038e-05
1.025e-05
-1.811e-06
5.961e-04
1.275e-03
5.058e-04
...
1.260e-03
-2.190e-02
6.328e-04
4.519e-04
-7.011e-03
1.567e-03
1.114e-04
-7.087e-03
-1.132e-04
-2.529e-03
r2
2.356e-04
-1.469e-06
-7.091e-06
2.291e-03
5.975e-06
1.604e-03
-3.388e-06
-6.959e-05
2.359e-05
-4.935e-03
...
4.963e-04
-8.450e-04
6.328e-03
-1.456e-04
1.215e-04
4.780e-03
4.535e-05
-1.864e-02
1.825e-05
-4.895e-03
r3
3.150e-05
-2.537e-06
-1.159e-05
3.114e-05
7.084e-06
5.241e-06
8.916e-08
-1.278e-04
4.439e-05
6.552e-04
...
-6.064e-03
-4.016e-03
-9.461e-04
1.519e-04
-8.794e-04
6.687e-04
7.993e-07
-4.101e-03
-3.794e-05
-1.265e-03
4
t1
5.366e-03
-8.330e-06
-2.211e-04
5.219e-02
1.787e-04
3.818e-02
-7.766e-05
-1.526e-03
7.133e-04
-1.149e-01
...
7.093e-02
-1.326e-02
1.065e-02
4.918e-04
-1.193e-03
-3.557e-02
-2.154e-04
2.154e-01
-5.525e-04
7.238e-02
t2
-9.532e-05
-4.985e-03
2.198e-02
-4.398e-04
-7.593e-05
-1.697e-04
4.474e-05
-1.601e-02
-3.322e-02
-7.928e-03
...
3.569e-02
-2.477e-01
-2.925e-03
5.861e-03
1.027e-02
2.880e-03
-2.270e-04
-1.129e-02
-4.901e-04
1.409e-03
t3
3.475e-04
-1.408e-03
6.621e-03
2.819e-03
-1.346e-03
2.597e-03
-9.612e-05
-4.528e-03
-9.377e-03
-1.100e-02
...
-8.087e-03
1.666e-02
1.143e-02
3.004e-03
1.752e-02
8.480e-03
-7.853e-03
-4.132e-02
7.420e-03
-1.102e-02
r1
7.323e-06
1.976e-04
-9.387e-04
3.944e-05
5.584e-05
1.423e-05
-1.836e-06
5.980e-04
1.273e-03
4.655e-04
...
1.348e-03
-2.229e-02
4.951e-04
4.631e-04
-6.966e-03
1.396e-03
1.074e-04
-6.239e-03
-1.164e-04
-2.227e-03
r2
2.356e-04
-1.469e-06
-7.088e-06
2.291e-03
5.971e-06
1.604e-03
-3.388e-06
-6.959e-05
2.359e-05
-4.935e-03
...
4.964e-04
-8.448e-04
6.328e-03
-1.456e-04
1.216e-04
4.780e-03
4.534e-05
-1.864e-02
1.826e-05
-4.895e-03
r3
3.222e-05
-8.046e-07
5.499e-05
3.545e-05
2.334e-06
6.479e-06
1.232e-07
-1.226e-04
6.149e-05
7.328e-04
...
-6.690e-03
-3.144e-03
-1.442e-03
1.254e-04
-1.175e-03
3.937e-04
8.474e-06
-3.010e-03
-3.323e-05
-1.213e-03
5
t1
5.961e-03
-1.195e-05
-2.252e-04
5.794e-02
1.908e-04
4.219e-02
-8.619e-05
-1.726e-03
7.824e-04
-1.273e-01
...
7.204e-02
-1.574e-02
2.644e-02
-6.614e-07
-9.805e-04
-2.365e-02
-8.509e-05
1.687e-01
-4.826e-04
6.027e-02
t2
-1.912e-04
-5.485e-03
2.466e-02
-7.798e-04
-2.027e-04
-2.928e-04
4.916e-05
-1.722e-02
-3.657e-02
-1.117e-02
...
5.078e-02
-1.750e-01
4.245e-03
4.033e-03
2.980e-02
2.121e-03
-4.367e-04
-5.935e-03
-1.071e-04
7.004e-03
t3
8.177e-04
-1.411e-03
6.603e-03
7.383e-03
-1.335e-03
5.795e-03
-1.029e-04
-4.668e-03
-9.329e-03
-2.086e-02
...
-7.069e-03
1.501e-02
2.409e-02
2.687e-03
1.777e-02
1.803e-02
-7.755e-03
-7.859e-02
7.459e-03
-2.079e-02
r1
7.844e-06
1.974e-04
-9.370e-04
4.649e-05
5.713e-05
1.262e-05
-1.822e-06
5.970e-04
1.275e-03
4.882e-04
...
1.328e-03
-2.209e-02
5.989e-04
4.577e-04
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32278 rows × 33 columns
In [6]:
mpc_forces
Out[6]:
Mode
1
2
3
4
5
6
7
8
9
10
...
24
25
26
27
28
29
30
31
32
33
EigenvalueReal
2758.149
3568.632
9689.306
16168.100
16278.223
16679.709
18248.434
18600.697
18632.551
32147.814
...
253140.875
295297.750
306885.906
309040.656
319227.719
350984.500
351566.188
364166.156
384601.344
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Freq
8.359
9.508
15.666
20.237
20.306
20.555
21.500
21.706
21.725
28.536
...
80.076
86.487
88.168
88.477
89.923
94.290
94.368
96.044
98.702
98.893
Radians
52.518
59.738
98.434
127.154
127.586
129.150
135.087
136.384
136.501
179.298
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503.131
543.413
553.973
555.914
565.002
592.439
592.930
603.462
620.162
621.362
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0
0
0
0
0
0
0
0
0
0
...
0
0
0
0
0
0
0
0
0
0
5492
t1
0
0
0
0
0
0
0
0
0
0
...
0
0
0
0
0
0
0
0
0
0
t2
0
0
0
0
0
0
0
0
0
0
...
0
0
0
0
0
0
0
0
0
0
t3
0
0
0
0
0
0
0
0
0
0
...
0
0
0
0
0
0
0
0
0
0
r1
0
0
0
0
0
0
0
0
0
0
...
0
0
0
0
0
0
0
0
0
0
r2
0
0
0
0
0
0
0
0
0
0
...
0
0
0
0
0
0
0
0
0
0
r3
0
0
0
0
0
0
0
0
0
0
...
0
0
0
0
0
0
0
0
0
0
5513
t1
0
0
0
0
0
0
0
0
0
0
...
0
0
0
0
0
0
0
0
0
0
t2
0
0
0
0
0
0
0
0
0
0
...
0
0
0
0
0
0
0
0
0
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t3
0
0
0
0
0
0
0
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...
0
0
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r1
0
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r2
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r3
0
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0
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...
0
0
0
0
0
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0
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0
5516
t1
0
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0
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0
0
0
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0
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...
0
0
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t2
0
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0
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t3
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r1
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r2
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0
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r3
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0
48 rows × 33 columns
Well maybe be less amazed by this one. If you know pandas and can fix it, here's the code :) It's supposed to have the Eigenvalues, Freq, and Cycles, at the top.
In [7]:
import numpy as np
import pandas as pd
def build_dataframe_gpf(self):
headers = self.get_headers()
#name = self.name
if self.is_unique:
ntimes = self.data.shape[0]
nnodes = self.data.shape[1]
nvalues = ntimes * nnodes
node_element = self.node_element.reshape((ntimes * nnodes, 2))
if self.nonlinear_factor is not None:
column_names, column_values = self._build_dataframe_transient_header()
#column_names = [column_names[0]]
#column_values = [column_values[0]]
column_values2 = []
for value in column_values:
values2 = []
#print(value)
for valuei in value:
values = np.ones(nnodes) * valuei
values2.append(values)
values3 = np.vstack(values2).ravel()
column_values2.append(values3)
df1 = pd.DataFrame(column_values2).T
df1.columns = column_names
return df1
#df1.columns.names = column_names
#self.data_frame.columns.names = column_names
df2 = pd.DataFrame(node_element)
df2.columns = ['NodeID', 'ElementID']
df3 = pd.DataFrame(self.element_names.ravel())
df3.columns = ['ElementType']
dfs = [df2, df3]
for i, header in enumerate(headers):
df = pd.DataFrame(self.data[:, :, i].ravel())
df.columns = [header]
dfs.append(df)
data_frame = df1.join(dfs)
#print(data_frame)
else:
df1 = pd.DataFrame(node_element)
df1.columns = ['NodeID', 'ElementID']
df2 = pd.DataFrame(self.element_names[0, :])
df2.columns = ['ElementType']
df3 = pd.DataFrame(self.data[0])
df3.columns = headers
data_frame = df1.join([df2, df3])
#print(data_frame)
else:
node_element = [self.node_element[:, 0], self.node_element[:, 1]]
if self.nonlinear_factor is not None:
column_names, column_values = self._build_dataframe_transient_header()
data_frame = pd.Panel(self.data, items=column_values, major_axis=node_element, minor_axis=headers).to_frame()
data_frame.columns.names = column_names
data_frame.index.names = ['NodeID', 'ElementID', 'Item']
else:
data_frame = pd.Panel(self.data, major_axis=node_element, minor_axis=headers).to_frame()
data_frame.columns.names = ['Static']
data_frame.index.names = ['NodeID', 'ElementID', 'Item']
return data_frame
# print(isat.grid_point_forces[1])
grid_point_forces2 = build_dataframe_gpf(isat.grid_point_forces[1])
# print(grid_point_forces2)
In [8]:
grid_point_forces
Out[8]:
Mode
EigenvalueReal
Freq
Radians
NodeID
ElementID
ElementType
f1
f2
f3
m1
m2
m3
0
1
0
0
0
5297
5346
BAR
-0.060
-2.243e-02
-2.764e-02
8.066e-02
-2.382e-01
-8.417e-02
1
1
0
0
0
5297
5363
BAR
-0.359
-3.031e-02
1.490e-02
-1.058e-01
6.810e-02
1.616e-01
2
1
0
0
0
5297
5367
BAR
0.613
8.965e-02
-1.151e-01
-7.916e-02
1.702e-01
-1.745e-01
3
1
0
0
0
5297
5328
QUAD4
-0.192
-3.259e-02
1.284e-01
1.043e-01
-1.460e-05
9.700e-02
4
1
0
0
0
5297
0
*TOTALS*
0.002
4.326e-03
5.683e-04
3.409e-11
2.536e-12
-5.236e-11
5
1
0
0
0
5300
5348
BAR
0.050
5.347e-03
1.100e-01
3.602e-02
-2.317e-01
5.467e-02
6
1
0
0
0
5300
5349
BAR
-0.096
3.899e-03
-7.795e-03
-6.495e-02
-3.274e-02
-1.310e-01
7
1
0
0
0
5300
5365
BAR
0.008
-1.007e-02
-1.741e-01
-5.511e-02
2.644e-01
1.638e-01
8
1
0
0
0
5300
5330
QUAD4
0.040
5.826e-03
7.251e-02
8.404e-02
-2.549e-05
-8.742e-02
9
1
0
0
0
5300
0
*TOTALS*
0.002
4.998e-03
5.686e-04
-1.873e-12
1.465e-11
-2.301e-11
10
1
0
0
0
5321
5357
BAR
-0.058
1.775e-02
-3.708e-02
-1.104e-01
-2.457e-01
-4.541e-02
11
1
0
0
0
5321
5358
BAR
-0.040
6.789e-03
4.204e-04
4.374e-02
1.662e-03
1.106e-01
12
1
0
0
0
5321
5366
BAR
0.182
-4.202e-02
1.145e-01
1.923e-01
2.440e-01
-1.592e-01
13
1
0
0
0
5321
5343
QUAD4
-0.083
1.733e-02
-7.775e-02
-1.256e-01
-2.249e-05
9.405e-02
14
1
0
0
0
5321
0
*TOTALS*
0.002
-1.534e-04
1.224e-04
-9.992e-12
3.851e-11
-2.598e-12
15
1
0
0
0
5324
5354
BAR
0.418
-3.375e-02
-1.030e-02
8.007e-02
4.526e-02
-2.407e-01
16
1
0
0
0
5324
5355
BAR
0.064
-1.910e-02
-2.882e-02
-5.490e-02
-2.576e-01
4.488e-02
17
1
0
0
0
5324
5364
BAR
-0.694
8.436e-02
1.931e-01
9.781e-02
2.123e-01
3.349e-01
18
1
0
0
0
5324
5345
QUAD4
0.214
-3.159e-02
-1.538e-01
-1.230e-01
-1.884e-05
-1.391e-01
19
1
0
0
0
5324
0
*TOTALS*
0.002
-8.632e-05
1.224e-04
-5.794e-12
1.560e-11
3.427e-11
20
1
0
0
0
5489
5538
BAR
-0.050
-5.435e-03
1.105e-01
3.598e-02
-2.340e-01
-5.410e-02
21
1
0
0
0
5489
5555
BAR
0.093
-4.224e-03
-7.878e-03
-6.488e-02
-3.309e-02
1.341e-01
22
1
0
0
0
5489
5559
BAR
-0.002
1.072e-02
-1.755e-01
-5.628e-02
2.671e-01
-1.691e-01
23
1
0
0
0
5489
5520
QUAD4
-0.042
-6.054e-03
7.352e-02
8.518e-02
-2.573e-05
8.907e-02
24
1
0
0
0
5489
0
*TOTALS*
-0.002
-4.999e-03
5.680e-04
1.842e-11
1.563e-11
4.606e-12
25
1
0
0
0
5492
5540
BAR
0.061
2.256e-02
-2.865e-02
8.120e-02
-2.404e-01
8.401e-02
26
1
0
0
0
5492
5541
BAR
0.367
3.053e-02
1.501e-02
-1.059e-01
6.863e-02
-1.633e-01
27
1
0
0
0
5492
5557
BAR
-0.625
-9.022e-02
-1.156e-01
-8.058e-02
1.717e-01
1.774e-01
28
1
0
0
0
5492
5522
QUAD4
0.195
3.280e-02
1.298e-01
1.053e-01
-1.472e-05
-9.806e-02
29
1
0
0
0
5492
0
*TOTALS*
-0.002
-4.325e-03
5.677e-04
3.165e-12
5.751e-12
2.137e-11
...
...
...
...
...
...
...
...
...
...
...
...
...
...
1290
33
0
0
0
5321
5357
BAR
-92.830
-3.867e+01
-4.004e+00
-8.363e+02
-3.982e+02
-1.335e+03
1291
33
0
0
0
5321
5358
BAR
-474.310
-8.700e+02
-6.287e+00
1.539e+02
-2.862e+01
-5.414e+03
1292
33
0
0
0
5321
5366
BAR
819.168
1.379e+03
2.195e+02
-6.429e+02
4.268e+02
9.465e+03
1293
33
0
0
0
5321
5343
QUAD4
-268.240
-4.579e+02
-1.901e+02
1.325e+03
-4.288e-02
-2.717e+03
1294
33
0
0
0
5321
0
*TOTALS*
-16.211
1.237e+01
1.915e+01
1.137e-12
8.556e-12
1.592e-11
1295
33
0
0
0
5324
5354
BAR
-951.107
-8.312e+02
8.138e+00
-2.805e+02
-8.444e+01
-5.200e+03
1296
33
0
0
0
5324
5355
BAR
62.716
-7.837e+01
-2.113e+02
5.309e+02
-3.133e+02
-1.361e+03
1297
33
0
0
0
5324
5364
BAR
1058.673
1.383e+03
2.197e+02
1.247e+03
3.978e+02
9.268e+03
1298
33
0
0
0
5324
5345
QUAD4
-180.502
-4.726e+02
2.581e+00
-1.497e+03
-4.186e-02
-2.706e+03
1299
33
0
0
0
5324
0
*TOTALS*
-10.220
1.157e+00
1.911e+01
3.865e-12
1.826e-12
2.365e-11
1300
33
0
0
0
5489
5538
BAR
3.247
1.674e+02
-2.370e+02
-4.606e+02
1.108e+02
2.695e+02
1301
33
0
0
0
5489
5555
BAR
-1058.828
4.548e+02
2.440e+01
5.859e+02
1.248e+02
-7.428e+02
1302
33
0
0
0
5489
5559
BAR
1345.702
-1.013e+03
1.349e+02
1.087e+02
-2.357e+02
7.631e+02
1303
33
0
0
0
5489
5520
QUAD4
-282.304
3.662e+02
8.156e+01
-2.340e+02
2.748e-02
-2.898e+02
1304
33
0
0
0
5489
0
*TOTALS*
7.816
-2.443e+01
3.854e+00
-1.006e-11
6.082e-12
-7.276e-12
1305
33
0
0
0
5492
5540
BAR
-102.959
1.626e+02
9.553e+01
4.068e+02
3.659e+02
3.714e+02
1306
33
0
0
0
5492
5541
BAR
-711.615
4.815e+02
-3.180e+01
-7.200e+02
-1.152e+02
-8.347e+02
1307
33
0
0
0
5492
5557
BAR
1183.858
-1.044e+03
1.629e+02
1.073e+02
-2.506e+02
7.746e+02
1308
33
0
0
0
5492
5522
QUAD4
-354.190
3.738e+02
-2.227e+02
2.059e+02
2.097e-02
-3.114e+02
1309
33
0
0
0
5492
0
*TOTALS*
15.094
-2.639e+01
3.938e+00
3.126e-12
-4.391e-12
-3.774e-11
1310
33
0
0
0
5513
5549
BAR
-62.814
7.758e+01
-2.112e+02
5.136e+02
-3.144e+02
1.330e+03
1311
33
0
0
0
5513
5550
BAR
944.898
8.126e+02
8.459e+00
-2.753e+02
-8.660e+01
5.083e+03
1312
33
0
0
0
5513
5558
BAR
-1051.532
-1.354e+03
2.202e+02
1.229e+03
4.010e+02
-9.060e+03
1313
33
0
0
0
5513
5535
QUAD4
178.990
4.628e+02
2.070e+00
-1.467e+03
-4.224e-02
2.647e+03
1314
33
0
0
0
5513
0
*TOTALS*
9.542
-1.325e+00
1.955e+01
-8.868e-12
2.088e-12
-1.819e-12
1315
33
0
0
0
5516
5546
BAR
472.572
8.511e+02
-6.422e+00
1.504e+02
-2.873e+01
5.298e+03
1316
33
0
0
0
5516
5547
BAR
93.582
3.738e+01
-4.747e+00
-8.224e+02
-4.008e+02
1.306e+03
1317
33
0
0
0
5516
5556
BAR
-818.566
-1.349e+03
2.214e+02
-6.220e+02
4.295e+02
-9.262e+03
1318
33
0
0
0
5516
5537
QUAD4
268.422
4.476e+02
-1.907e+02
1.294e+03
-4.314e-02
2.657e+03
1319
33
0
0
0
5516
0
*TOTALS*
16.010
-1.246e+01
1.959e+01
4.775e-12
9.522e-12
-1.819e-12
1320 rows × 13 columns
In [9]:
cbar_force
Out[9]:
Mode
1
2
3
4
5
6
7
8
9
10
...
24
25
26
27
28
29
30
31
32
33
EigenvalueReal
2758.149
3568.632
9689.306
16168.100
16278.223
16679.709
18248.434
18600.697
18632.551
32147.814
...
253140.875
295297.750
306885.906
309040.656
319227.719
350984.500
351566.188
364166.156
384601.344
386090.438
Freq
8.359
9.508
15.666
20.237
20.306
20.555
21.500
21.706
21.725
28.536
...
80.076
86.487
88.168
88.477
89.923
94.290
94.368
96.044
98.702
98.893
Radians
52.518
59.738
98.434
127.154
127.586
129.150
135.087
136.384
136.501
179.298
...
503.131
543.413
553.973
555.914
565.002
592.439
592.930
603.462
620.162
621.362
ElementID
Item
3323
bending_moment_a1
-0.159
2.322e-01
-1.325
-2.320
1.883
-0.800
-1.344e-03
1.423
1.467
4.636
...
-43.493
63.353
-43.076
-3.346
11.101
-14.381
0.750
29.359
0.486
-4.565
bending_moment_a2
0.187
-5.024e-02
0.181
0.006
0.107
-0.424
-4.186e-03
-1.106
0.102
-1.573
...
-4.458
5.332
1.627
4.864
2.144
0.089
-1.271
-10.583
-0.670
3.476
bending_moment_b1
0.166
-2.080e-01
2.010
2.657
-1.879
0.729
2.291e-03
-1.376
-1.308
-3.973
...
34.783
-74.016
35.138
3.543
-15.062
10.974
-0.674
-17.689
-0.626
6.393
bending_moment_b2
-0.187
5.022e-02
-0.181
-0.004
-0.107
0.425
4.183e-03
1.106
-0.102
1.571
...
4.455
-5.342
-1.624
-4.862
-2.146
-0.083
1.271
10.560
0.669
-3.485
shear1
-0.130
1.760e-01
-1.334
-1.991
1.505
-0.611
-1.454e-03
1.120
1.110
3.443
...
-31.310
54.947
-31.285
-2.756
10.465
-10.142
0.570
18.819
0.445
-4.383
shear2
0.150
-4.018e-02
0.145
0.004
0.086
-0.340
-3.348e-03
-0.885
0.082
-1.258
...
-3.565
4.269
1.301
3.890
1.716
0.069
-1.017
-8.457
-0.536
2.784
axial
0.798
2.069e-01
-4.245
16.966
-0.791
8.127
-7.815e-03
1.476
0.926
-14.693
...
-5.960
-76.450
21.821
-10.654
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torque
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7.175e-04
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...
29.550
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31.150
0.148
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25.318
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3324
bending_moment_a1
0.142
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...
62.709
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bending_moment_a2
-0.188
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...
4.464
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bending_moment_b1
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5.436
...
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50.490
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6.324
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0.842
43.436
0.317
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bending_moment_b2
0.187
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0.180
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...
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5.320
1.631
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2.142
0.096
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shear1
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0.126
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0.737
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...
46.683
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16.154
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shear2
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...
3.570
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1.016
8.499
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axial
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...
5.960
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torque
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...
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23.504
3325
bending_moment_a1
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4.495
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2.206
2.610
7.261
...
3.946
13.702
16.914
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19.343
27.801
2.392
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0.007
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bending_moment_a2
0.280
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2.500e-03
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...
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10.568
3.315
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92.207
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31.617
bending_moment_b1
0.132
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8.442e-03
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...
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5.427
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128.023
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47.225
bending_moment_b2
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1.078e-03
0.171
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1.270
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3.937
...
29.642
6.985
27.544
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22.859
2.201
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2.224
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shear1
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1.745
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5.189
...
4.411
12.455
12.824
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18.370
20.897
1.846
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0.058
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shear2
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0.874
0.445
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...
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8.454
2.653
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73.772
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25.295
axial
1.169
3.563e-02
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25.825
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8.444
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...
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28.274
12.846
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52.065
1.137
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torque
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3.763
0.174
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3.038e-03
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0.170
2.675
...
17.865
6.429
37.804
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35.882
0.357
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0.078
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3326
bending_moment_a1
0.048
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2.810
1.177
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0.892
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...
2.972
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5.330
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179.496
0.281
71.791
bending_moment_a2
-0.280
1.205e-03
0.173
-1.097
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1.270
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3.940
...
29.651
7.005
27.541
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22.849
2.201
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2.226
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bending_moment_b1
-0.074
3.556e-01
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4.161
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2.265
2.891
9.130
...
0.164
9.199
19.045
-5.360
10.611
31.851
2.596
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bending_moment_b2
0.280
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-0.172
1.095
0.556
0.259
2.493e-03
-1.270
0.418
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...
-29.648
-6.999
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10.570
3.313
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92.190
-2.225
31.611
shear1
0.049
-2.924e-01
2.735
1.252
-3.218
0.682
-1.107e-03
-1.832
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...
1.123
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-15.942
4.276
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137.175
0.172
54.368
shear2
-0.224
9.482e-04
0.138
-0.877
-0.445
-0.207
-1.993e-03
1.016
-0.334
3.152
...
23.720
5.602
22.033
-8.456
-2.650
18.280
1.761
-73.746
1.781
-25.286
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
5670
bending_moment_b1
-3.339
5.380e-01
-15.324
-26.822
-0.834
-21.393
2.495e-02
1.866
2.052
47.998
...
105.627
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-14.761
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3.047
160.708
0.560
57.898
bending_moment_b2
-3.621
-2.502e+00
20.944
-49.275
0.927
-34.695
9.727e-02
-12.715
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130.109
...
-64.354
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137.681
16.176
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206.144
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12.171
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shear1
2.622
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10.844
27.844
0.718
19.658
-3.016e-02
-0.525
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...
-60.392
420.128
29.043
5.720
56.698
24.313
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4.401
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shear2
3.266
2.809e+00
-21.138
47.373
-2.217
32.624
-1.229e-01
12.595
15.021
-125.358
...
-90.177
993.535
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-18.174
288.808
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-3.696
649.406
8.894
177.785
axial
3.641
5.476e-01
0.831
56.792
-0.057
36.453
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6.094
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...
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548.856
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2.729
121.381
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887.148
6.721
274.097
torque
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2.434
0.254
0.520
7.498e-03
0.743
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...
47.318
99.730
24.445
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43.624
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0.408
34.847
0.689
18.950
5671
bending_moment_a1
-5.659
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0.462
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-0.300
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8.199e-02
-2.289
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130.339
...
87.918
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257.847
37.582
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315.975
3.916
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bending_moment_a2
13.068
-3.904e+00
22.973
150.782
2.061
102.018
-1.118e-01
-9.722
-28.964
-352.315
...
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1400.578
88.711
-54.877
388.654
71.517
-15.218
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57.939
-145.095
bending_moment_b1
5.620
-3.280e-01
-4.895
76.419
-1.168
49.203
-1.073e-01
6.311
-2.011
-187.096
...
395.862
3012.305
-144.729
-79.467
823.969
-373.349
-16.024
1676.430
42.875
463.680
bending_moment_b2
-10.646
4.252e+00
-29.301
-116.967
-3.268
-80.632
6.113e-02
13.298
30.756
269.784
...
1044.519
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131.106
94.070
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-38.476
13.150
471.400
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284.392
shear1
-4.433
8.488e-02
2.105
-53.783
0.341
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7.441e-02
-3.380
0.065
124.761
...
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158.224
46.004
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270.925
7.837
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shear2
9.320
-3.205e+00
20.546
105.233
2.095
71.787
-6.798e-02
-9.048
-23.472
-244.504
...
-623.988
1326.704
-16.662
-58.540
360.096
43.230
-11.149
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55.130
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axial
-1.774
-5.488e-01
4.150
-30.823
0.380
-20.689
5.315e-02
-3.814
-1.196
97.810
...
539.625
786.469
643.566
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392.031
474.122
-3.562
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37.386
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torque
0.581
2.120e-01
-0.724
6.864
0.068
4.787
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1.138
1.523
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...
88.429
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16.796
5.639
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0.928
129.659
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62.655
5672
bending_moment_a1
1.179
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3.781
24.786
0.310
14.652
-7.649e-03
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...
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110.251
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331.030
17.773
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bending_moment_a2
-16.173
6.802e-01
0.867
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0.557
-142.710
2.963e-01
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2.622
524.047
...
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10312.055
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3180.764
28.351
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316.144
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bending_moment_b1
-0.983
2.502e-01
-2.850
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-0.846
-8.170
5.725e-03
3.120
10.754
34.945
...
-177.240
1636.400
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2158.938
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632.254
bending_moment_b2
10.580
-3.701e-01
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136.870
-0.825
92.853
-2.029e-01
8.873
0.200
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...
2735.206
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883.585
191.532
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30.428
2283.334
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1454.442
shear1
0.674
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2.068
12.001
0.360
7.116
-4.170e-03
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...
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94.644
38.459
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246.153
7.143
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shear2
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3.275e-01
1.363
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0.431
-73.448
1.557e-01
-5.973
0.755
270.068
...
-2088.456
4985.505
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1548.604
35.659
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159.539
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axial
-1.195
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8.502
-1.983
0.866
0.808
2.142e-02
-7.725
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...
1490.182
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48.365
220.657
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26.928
1953.687
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930.862
torque
-0.248
-1.712e-02
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1.188e-03
0.342
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3.011
...
10.192
486.360
14.983
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151.037
6.579
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12.281
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5673
bending_moment_a1
3.874
-1.704e-01
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20.828
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13.227
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3.424
6.203
29.127
...
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1796.585
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121.344
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2.236
3093.695
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1463.576
bending_moment_a2
7.571
-1.505e-01
4.920
98.786
0.107
68.431
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...
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4576.052
448.433
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1841.507
824.729
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244.248
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bending_moment_b1
-3.751
1.467e-01
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3.264e-02
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-8.789
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...
579.107
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825.902
71.978
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650.375
4.871
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29.208
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bending_moment_b2
-4.887
7.709e-01
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-0.708
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4.117e-02
4.519
15.583
177.852
...
1220.512
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90.474
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20.893
3043.982
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1542.757
shear1
1.530
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0.196
8.092
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5.044
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1.575
3.008
12.527
...
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1069.293
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146.604
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1119.853
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507.701
shear2
2.500
-1.849e-01
2.093
32.721
0.164
22.789
-3.028e-02
-1.243
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...
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1353.064
117.964
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569.490
270.130
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79.168
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axial
1.087
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6.834
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0.603
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3.275e-02
-8.155
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40.010
...
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919.347
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778.357
357.510
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58.945
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torque
0.051
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2.623
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1.727
7.360e-04
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...
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9.919
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11.710
1.341
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6616 rows × 33 columns
In [10]:
cbush_force
Out[10]:
Mode
1
2
3
4
5
6
7
8
9
10
...
24
25
26
27
28
29
30
31
32
33
EigenvalueReal
2758.149
3568.632
9689.306
16168.100
16278.223
16679.709
18248.434
18600.697
18632.551
32147.814
...
253140.875
295297.750
306885.906
309040.656
319227.719
350984.500
351566.188
364166.156
384601.344
386090.438
Freq
8.359
9.508
15.666
20.237
20.306
20.555
21.500
21.706
21.725
28.536
...
80.076
86.487
88.168
88.477
89.923
94.290
94.368
96.044
98.702
98.893
Radians
52.518
59.738
98.434
127.154
127.586
129.150
135.087
136.384
136.501
179.298
...
503.131
543.413
553.973
555.914
565.002
592.439
592.930
603.462
620.162
621.362
ElementID
Item
3736
fx
-2.840
-0.740
1.768
-46.229
1.189
-26.766
-0.046
-8.746
-4.972
81.300
...
393.928
-1072.844
286.057
-514.816
-193.791
-42.189
88.025
490.182
93.169
262.898
fy
3.374
0.809
0.580
46.109
-0.300
28.257
0.032
7.206
5.679
-82.508
...
-315.874
1119.018
-206.185
438.919
199.036
68.433
-66.234
-527.738
-91.114
-277.767
fz
-0.617
-8.572
43.047
-10.336
-7.485
-17.494
0.185
-31.983
-51.687
67.785
...
-285.425
-751.421
11.519
67.315
-188.785
78.174
-54.882
-631.519
-35.506
-183.888
mx
-0.000
0.000
-0.000
-0.000
0.000
-0.000
-0.000
0.000
0.000
0.000
...
0.000
-0.000
0.000
-0.000
0.000
-0.000
0.000
0.000
-0.000
0.000
my
0.000
-0.000
0.000
0.000
-0.000
0.000
0.000
-0.000
-0.000
-0.000
...
-0.000
0.000
-0.000
0.000
0.000
0.000
0.000
-0.000
0.000
-0.000
mz
-0.000
-0.000
0.000
0.000
-0.000
0.000
0.000
0.000
0.000
-0.000
...
0.000
0.000
0.000
0.000
0.000
0.000
-0.000
-0.000
0.000
-0.000
4575
fx
-4.615
3.233
-40.728
-51.247
1.933
-29.247
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4670
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mxy
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bmx
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bmy
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mxy
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bmx
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bmxy
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...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
4757
4783
mxy
-31.271
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4783
bmx
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bmy
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bmxy
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4783
tx
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4783
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...
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4771
mx
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my
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4771
mxy
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33.342
34.735
16.124
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...
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10.489
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4771
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bmy
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4771
bmxy
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4771
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35.769
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4774
mxy
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33.233
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...
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bmx
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bmy
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18.232
2.517e-01
4.744
4779
mxy
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1.845
3520 rows × 34 columns
In [12]:
cquad4_stress
Out[12]:
Mode
Item
1
2
3
4
5
6
7
8
9
...
24
25
26
27
28
29
30
31
32
33
EigenvalueReal
2758.14916992
3568.63232422
9689.30566406
16168.0996094
16278.2226562
16679.7089844
18248.4335938
18600.6972656
18632.5507812
...
253140.875
295297.75
306885.90625
309040.65625
319227.71875
350984.5
351566.1875
364166.15625
384601.34375
386090.4375
Freq
8.358512705
9.50760289287
15.6663007643
20.2371625337
20.3059645617
20.5548525725
21.4997261107
21.7062471625
21.7248250823
...
80.0757970351
86.4868740864
88.1675156512
88.4765012374
89.9229257687
94.2896666927
94.3677675985
96.0439300447
98.7019039573
98.8927956432
Radians
52.5180842179
59.738030803
98.4342707804
127.153842291
127.586138182
129.149947675
135.086763207
136.384373246
136.501101758
...
503.131071392
543.413056523
553.97283891
555.914252606
565.002405968
592.439448383
592.930170846
603.461810101
620.162352735
621.361760571
ElementID
NodeID
Location
1
CEN
Top
fiber_distance
0.400
0.400
0.400
0.400
0.400
0.400
0.400
0.400
0.400
...
0.400
0.400
0.400
0.400
0.400
0.400
0.400
0.400
0.400
0.400
Top
oxx
63.246
72.309
2933.215
259.007
-84.326
133.789
1.853
128.294
785.568
...
-25690.250
45002.930
-18276.367
523.087
-12437.629
-9954.811
107.538
39103.918
-75.148
16.039
Top
oyy
62.859
71.048
2875.602
253.686
-82.042
133.147
1.833
123.608
772.433
...
-25120.783
44058.816
-17823.686
540.734
-12238.873
-9691.581
103.338
38049.105
-81.509
-72.922
Top
txy
-1.035
-0.187
10.977
-5.745
2.516
-1.820
0.009
4.870
-1.962
...
139.871
365.614
166.092
6.939
0.937
132.145
-0.527
-600.035
-2.169
-147.072
Top
angle
-39.698
-8.263
10.430
-32.575
57.207
-40.000
20.560
32.153
-8.315
...
76.919
18.879
71.864
70.908
89.730
67.442
-7.038
-24.343
-17.147
-36.586
Top
omax
64.105
72.336
2935.236
262.677
-80.421
135.316
1.856
131.356
785.854
...
-25088.283
45127.957
-17769.283
543.136
-12238.869
-9636.689
107.603
39375.387
-74.478
125.210
Top
omin
62.000
71.021
2873.582
250.015
-85.946
131.620
1.830
120.547
772.147
...
-25722.750
43933.789
-18330.770
520.686
-12437.634
-10009.702
103.273
37777.641
-82.178
-182.093
Top
von_mises
63.079
71.688
2904.899
256.581
83.321
133.506
1.843
126.299
779.091
...
25411.457
44542.879
18056.574
532.266
12339.452
9828.506
105.505
38601.320
78.612
267.647
Bottom
fiber_distance
-0.400
-0.400
-0.400
-0.400
-0.400
-0.400
-0.400
-0.400
-0.400
...
-0.400
-0.400
-0.400
-0.400
-0.400
-0.400
-0.400
-0.400
-0.400
-0.400
Bottom
oxx
-11.387
-81.266
-2973.126
-64.880
455.379
-23.042
-1.281
-303.056
-765.731
...
24883.457
-30238.398
19640.930
2770.839
14873.540
10550.590
-559.928
-42245.016
-439.057
-365.841
Bottom
oyy
-10.806
-79.652
-2920.277
-61.890
452.198
-22.588
-1.246
-298.652
-751.218
...
24311.096
-29691.027
19145.287
2742.340
14604.558
10278.191
-551.124
-41174.793
-436.527
-280.720
Bottom
txy
-0.416
0.171
-13.570
3.687
-1.531
4.150
0.002
2.328
-0.877
...
-112.411
-285.534
-159.191
34.237
19.876
-119.782
-6.275
618.547
-4.636
103.383
Bottom
angle
-62.460
84.021
-76.409
56.038
-21.954
46.565
86.750
66.701
-86.556
...
-10.722
-66.893
-16.358
33.702
4.203
-20.665
-62.525
65.432
-52.630
56.188
Bottom
omax
-10.588
-79.634
-2916.996
-59.406
455.996
-18.659
-1.246
-297.649
-751.165
...
24904.742
-29569.197
19687.654
2793.673
14875.000
10595.769
-547.860
-40892.012
-432.987
-211.480
Bottom
omin
-11.604
-81.284
-2976.407
-67.364
451.580
-26.972
-1.281
-304.059
-765.784
...
24289.809
-30360.229
19098.562
2719.506
14603.097
10233.013
-563.191
-42527.793
-442.597
-435.081
Bottom
von_mises
11.131
80.472
2947.151
63.758
453.805
23.924
1.264
300.905
758.580
...
24603.041
29972.543
19399.816
2757.338
14740.930
10419.128
555.684
41733.953
437.871
376.840
1
Top
fiber_distance
0.400
0.400
0.400
0.400
0.400
0.400
0.400
0.400
0.400
...
0.400
0.400
0.400
0.400
0.400
0.400
0.400
0.400
0.400
0.400
Top
oxx
61.601
69.627
2818.090
248.612
-80.401
130.484
1.796
121.136
756.985
...
-24618.369
43177.641
-17467.213
529.919
-11994.096
-9497.749
101.271
37288.125
-79.879
-71.464
Top
oyy
55.320
71.706
2850.860
106.187
-95.016
78.280
1.918
123.303
772.659
...
-24838.457
43704.227
-18023.939
406.594
-12137.408
-10014.802
146.330
39310.965
-79.569
513.430
Top
txy
-1.035
-0.187
10.977
-5.745
2.516
-1.820
0.009
4.870
-1.962
...
139.871
365.614
166.092
6.939
0.937
132.145
-0.527
-600.035
-2.169
-147.072
Top
angle
-9.119
-84.898
73.089
-2.306
9.498
-1.994
85.978
51.271
-82.974
...
25.903
62.880
15.412
3.210
0.375
13.537
-89.331
-74.661
-47.044
-76.651
Top
omax
61.768
71.723
2854.198
248.843
-79.980
130.547
1.919
127.208
772.900
...
-24550.441
43891.484
-17421.426
530.308
-11994.090
-9465.935
146.336
39475.562
-77.549
548.329
Top
omin
55.154
69.610
2814.753
105.956
-95.437
78.217
1.796
117.230
756.743
...
-24906.383
42990.383
-18069.725
406.205
-12137.415
-10046.616
101.265
37123.531
-81.898
-106.363
Top
von_mises
58.741
70.690
2834.681
216.294
88.724
113.796
1.860
122.524
764.950
...
24730.334
43447.941
17754.455
480.433
12066.391
9769.228
129.808
38353.672
79.813
608.522
Bottom
fiber_distance
-0.400
-0.400
-0.400
-0.400
-0.400
-0.400
-0.400
-0.400
-0.400
...
-0.400
-0.400
-0.400
-0.400
-0.400
-0.400
-0.400
-0.400
-0.400
-0.400
Bottom
oxx
-10.589
-78.059
-2861.871
-60.652
443.154
-22.136
-1.221
-292.679
-736.194
...
23824.873
-29097.207
18762.381
2687.493
14312.467
10072.628
-540.101
-40351.297
-427.797
-275.106
Bottom
oyy
-16.035
-79.929
-2943.220
-169.181
451.588
-88.278
-1.092
-304.247
-747.370
...
24354.615
-28959.348
19319.707
2577.774
14583.787
10418.475
-497.332
-42217.508
-425.862
-515.166
Bottom
txy
-0.416
0.171
-13.570
3.687
-1.531
4.150
0.002
2.328
-0.877
...
-112.411
-285.534
-159.191
34.237
19.876
-119.782
-6.275
618.547
-4.636
103.383
Bottom
angle
-4.346
5.179
-9.225
1.943
-80.022
3.577
89.131
10.963
-4.458
...
-78.502
-51.786
-75.131
15.984
85.832
-72.645
-81.823
16.770
-50.895
20.369
Bottom
omax
-10.558
-78.044
-2859.667
-60.527
451.857
-21.877
-1.092
-292.228
-736.125
...
24377.482
-28734.541
19361.973
2697.300
14585.235
10455.908
-496.430
-40164.898
-422.094
-236.721
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
5537
5516
Top
oyy
-7.772
-11.748
93.076
-47.487
10.544
-38.280
0.273
-18.371
-94.962
...
-18286.732
-7043.129
148017.688
150270.906
3727.389
-231121.391
233512.641
-62162.062
-187204.766
178422.000
Top
txy
1.250
0.267
-9.693
-0.119
-2.361
0.283
-0.021
-2.087
10.175
...
6761.086
2958.235
-648.277
20.357
425.973
-1495.034
747.074
3303.126
-916.570
2091.304
Top
angle
45.326
2.803
-72.394
-1.983
-47.258
5.475
-72.665
-8.429
19.001
...
11.230
61.717
-89.597
89.988
83.139
-0.630
89.683
7.299
-0.517
88.804
Top
omax
-6.536
-6.296
96.152
-44.043
12.726
-35.329
0.279
-4.286
-65.415
...
15766.913
-5451.424
148022.250
150270.922
3778.643
-95173.180
233516.781
-36372.953
-85590.406
178465.656
Top
omin
-9.037
-11.761
62.532
-47.491
7.989
-38.307
0.206
-18.680
-98.466
...
-19629.094
-12541.104
55907.703
55013.773
187.114
-231137.844
98526.789
-62585.137
-187213.031
78222.711
Top
von_mises
8.082
10.194
84.516
45.864
11.140
36.908
0.251
16.949
86.796
...
30714.607
10891.760
129463.023
131684.828
3688.647
201207.625
203051.609
54437.898
162329.281
154947.453
Bottom
fiber_distance
-0.309
-0.309
-0.309
-0.309
-0.309
-0.309
-0.309
-0.309
-0.309
...
-0.309
-0.309
-0.309
-0.309
-0.309
-0.309
-0.309
-0.309
-0.309
-0.309
Bottom
oxx
9.966
5.768
-87.297
-15.660
-18.265
-7.858
-0.135
-7.992
89.764
...
75634.469
20782.520
-50846.699
-44737.809
1916.850
79104.234
-88461.680
62360.305
84935.234
-70096.383
Bottom
oyy
9.180
8.187
-102.156
-98.385
-23.131
-68.761
0.004
-17.403
82.421
...
244443.000
7137.102
-126662.555
-121167.359
-1224.295
198574.188
-210291.281
99878.688
184956.062
-166620.906
Bottom
txy
0.769
0.509
-7.835
1.422
-1.355
1.176
-0.021
0.967
10.549
...
2243.163
2866.086
760.509
1484.631
390.547
-1786.010
915.889
3906.458
747.305
523.086
Bottom
angle
31.475
78.587
-23.261
0.984
-14.560
1.106
-81.398
5.804
35.405
...
89.239
11.393
0.575
1.112
6.982
-89.144
0.431
84.118
89.572
0.310
Bottom
omax
10.436
8.290
-83.929
-15.636
-17.913
-7.835
0.007
-7.894
97.262
...
244472.797
21360.066
-50839.074
-44708.980
1964.679
198600.875
-88454.789
100281.117
184961.641
-70093.547
Bottom
omin
8.709
5.666
-105.524
-98.409
-23.483
-68.783
-0.138
-17.501
74.923
...
75604.664
6559.553
-126670.180
-121196.188
-1272.125
79077.547
-210298.172
61957.875
84929.656
-166623.734
Bottom
von_mises
9.689
7.338
96.555
91.598
21.252
65.220
0.142
15.181
88.239
...
216794.219
18951.721
110409.023
106154.844
2824.462
173178.219
182887.094
87646.305
160359.375
144904.547
5515
Top
fiber_distance
0.309
0.309
0.309
0.309
0.309
0.309
0.309
0.309
0.309
...
0.309
0.309
0.309
0.309
0.309
0.309
0.309
0.309
0.309
0.309
Top
oxx
-7.800
-6.309
65.608
-44.047
10.171
-35.356
0.213
-4.595
-68.919
...
14424.552
-10949.398
55912.270
55013.781
238.368
-95189.617
98530.922
-36796.023
-85598.680
78266.359
Top
oyy
-2.961
-2.975
28.937
-15.170
4.925
-12.855
0.077
2.164
-22.122
...
11840.911
1777.489
20906.279
22169.408
805.968
-52857.914
52999.559
-12889.904
-58870.668
57739.859
Top
txy
1.250
0.267
-9.693
-0.119
-2.361
0.283
-0.021
-2.087
10.175
...
6761.086
2958.235
-648.277
20.357
425.973
-1495.034
747.074
3303.126
-916.570
2091.304
Top
angle
76.335
85.451
-13.931
-89.763
-20.998
89.280
-8.414
-74.151
78.249
...
39.592
77.534
-1.061
0.036
61.837
-87.980
0.940
82.276
-88.038
5.759
Top
omax
-2.657
-2.954
68.012
-15.170
11.077
-12.851
0.216
2.757
-20.005
...
20016.123
2431.493
55924.270
55013.793
1034.024
-52805.180
98543.180
-12441.904
-58839.273
78477.266
Top
omin
-8.104
-6.330
26.532
-44.048
4.019
-35.360
0.074
-5.188
-71.035
...
6249.339
-11603.402
20894.279
22169.395
10.313
-95242.352
52987.305
-37244.023
-85630.070
57528.961
Top
von_mises
7.156
5.486
59.373
38.757
9.713
31.001
0.190
6.987
63.444
...
17737.303
12990.946
48944.840
47941.391
1028.906
82645.047
85421.750
32841.008
75869.352
70381.438
Bottom
fiber_distance
-0.309
-0.309
-0.309
-0.309
-0.309
-0.309
-0.309
-0.309
-0.309
...
-0.309
-0.309
-0.309
-0.309
-0.309
-0.309
-0.309
-0.309
-0.309
-0.309
Bottom
oxx
9.966
5.768
-87.297
-15.660
-18.265
-7.858
-0.135
-7.992
89.764
...
75634.469
20782.520
-50846.699
-44737.809
1916.850
79104.234
-88461.680
62360.305
84935.234
-70096.383
Bottom
oyy
4.512
3.799
-45.628
12.561
-7.796
11.127
-0.114
1.593
49.799
...
-1312.446
9070.467
-22057.523
-20766.449
608.554
48012.812
-51202.617
26673.715
58790.070
-53056.406
Bottom
txy
0.769
0.509
-7.835
1.422
-1.355
1.176
-0.021
0.967
10.549
...
2243.163
2866.086
760.509
1484.631
390.547
-1786.010
915.889
3906.458
747.305
523.086
Bottom
angle
7.874
13.669
-79.695
87.123
-82.741
86.468
-58.090
84.299
13.915
...
1.668
13.039
88.488
86.469
15.419
-3.277
88.593
6.175
1.636
88.243
Bottom
omax
10.072
5.892
-44.204
12.633
-7.623
11.200
-0.101
1.689
92.377
...
75699.805
21446.270
-22037.447
-20674.852
2024.566
79206.492
-51180.113
62782.922
84956.578
-53040.363
Bottom
omin
4.405
3.675
-88.721
-15.732
-18.437
-7.930
-0.149
-8.089
47.185
...
-1377.783
8406.716
-50866.777
-44829.406
500.838
47910.555
-88484.180
26251.096
58768.730
-70112.422
Bottom
von_mises
8.745
5.155
76.835
24.613
16.047
16.648
0.131
9.052
80.007
...
76398.016
18716.908
44182.621
38862.371
1826.397
69096.039
76942.992
54614.055
75356.445
63326.484
306880 rows × 34 columns
In [13]:
chexa_stress
Out[13]:
Mode
1
2
3
4
5
6
7
8
9
10
...
24
25
26
27
28
29
30
31
32
33
EigenvalueReal
2758.149
3568.632
9689.306
16168.100
16278.223
16679.709
18248.434
18600.697
18632.551
32147.814
...
253140.875
295297.750
306885.906
309040.656
319227.719
350984.500
351566.188
364166.156
384601.344
386090.438
Freq
8.359
9.508
15.666
20.237
20.306
20.555
21.500
21.706
21.725
28.536
...
80.076
86.487
88.168
88.477
89.923
94.290
94.368
96.044
98.702
98.893
Radians
52.518
59.738
98.434
127.154
127.586
129.150
135.087
136.384
136.501
179.298
...
503.131
543.413
553.973
555.914
565.002
592.439
592.930
603.462
620.162
621.362
ElementID
NodeID
Item
3684
0
oxx
7.930e-12
1.137e-13
-9.095e-13
5.093e-11
1.137e-13
1.160e-11
-2.842e-14
-6.821e-13
-9.095e-13
7.822e-11
...
3.365e-11
-3.638e-11
3.001e-11
7.105e-13
-9.095e-12
1.041e-10
0.000e+00
-7.531e-10
2.728e-12
6.821e-11
oyy
-3.581e-12
-7.958e-13
9.095e-13
-1.205e-11
5.684e-14
5.912e-12
6.040e-14
-6.821e-13
-4.547e-12
-5.366e-11
...
4.547e-12
-2.183e-11
3.683e-11
6.622e-12
-1.819e-12
4.547e-13
-6.821e-13
-2.037e-10
-1.137e-12
1.069e-10
ozz
-3.411e-13
2.274e-13
-9.095e-13
1.364e-11
0.000e+00
-1.683e-11
3.553e-14
0.000e+00
2.728e-12
6.548e-11
...
5.457e-12
-6.548e-11
-2.365e-11
2.757e-12
0.000e+00
-1.296e-11
0.000e+00
1.373e-10
-1.364e-12
-4.201e-11
txy
-1.990e-13
0.000e+00
0.000e+00
-3.325e-12
-2.132e-14
-2.345e-12
3.553e-15
-3.638e-12
7.276e-12
0.000e+00
...
1.455e-11
-2.910e-11
0.000e+00
5.002e-12
2.728e-12
-1.819e-12
-7.105e-14
-1.819e-11
0.000e+00
-7.276e-12
tyz
2.842e-14
5.684e-14
-9.095e-13
1.137e-13
-2.842e-14
3.411e-13
-7.105e-15
4.547e-13
9.095e-13
-4.547e-13
...
1.364e-12
1.455e-11
6.821e-13
-9.948e-14
5.457e-12
1.137e-13
0.000e+00
2.274e-12
6.821e-13
1.251e-12
txz
5.116e-13
-2.274e-13
-1.819e-12
3.638e-12
7.958e-13
0.000e+00
-2.132e-14
-1.819e-12
-1.819e-12
5.457e-12
...
7.276e-12
1.455e-11
9.095e-12
1.052e-12
0.000e+00
4.320e-12
4.547e-12
-2.910e-11
1.819e-12
1.819e-12
omax
7.965e-12
4.066e-13
1.602e-12
5.145e-11
8.562e-13
1.244e-11
6.329e-14
3.681e-12
5.123e-12
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ozz
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omax
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2250 rows × 33 columns
In [14]:
cquad4_composite_stress
Out[14]:
Mode
1
2
3
4
5
6
7
8
9
10
...
24
25
26
27
28
29
30
31
32
33
EigenvalueReal
2758.149
3568.632
9689.306
16168.100
16278.223
16679.709
18248.434
18600.697
18632.551
32147.814
...
253140.875
295297.750
306885.906
309040.656
319227.719
350984.500
351566.188
364166.156
384601.344
386090.438
Freq
8.359
9.508
15.666
20.237
20.306
20.555
21.500
21.706
21.725
28.536
...
80.076
86.487
88.168
88.477
89.923
94.290
94.368
96.044
98.702
98.893
Radians
52.518
59.738
98.434
127.154
127.586
129.150
135.087
136.384
136.501
179.298
...
503.131
543.413
553.973
555.914
565.002
592.439
592.930
603.462
620.162
621.362
ElementID
Layer
Item
3463
1
o11
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1.094e+02
...
298.963
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540.027
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o22
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-5.672e+02
...
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8798.746
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1088.025
574.552
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t12
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...
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1.257e+03
t1z
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t2z
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angle
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...
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major
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minor
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max_shear
1.652e+01
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...
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2
o11
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...
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o22
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...
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0.005
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t12
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...
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0.003
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t1z
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...
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t2z
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...
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angle
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...
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33.244
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major
3.612e-04
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...
0.028
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0.010
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0.013
0.010
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0.053
5.791e-03
2.070e-02
minor
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...
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max_shear
2.649e-04
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3.396e-03
3.489e-04
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1.646e-05
2.211e-03
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...
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3
o11
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...
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o22
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...
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t12
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...
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t1z
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t2z
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angle
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...
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major
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...
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minor
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max_shear
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3604
1
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t12
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...
...
...
...
...
...
...
...
...
...
...
...
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...
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...
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...
4553
3
major
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minor
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max_shear
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4554
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major
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max_shear
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20088 rows × 33 columns
In [15]:
ctria3_composite_stress
Out[15]:
Mode
1
2
3
4
5
6
7
8
9
10
...
24
25
26
27
28
29
30
31
32
33
EigenvalueReal
2758.149
3568.632
9689.306
16168.100
16278.223
16679.709
18248.434
18600.697
18632.551
32147.814
...
253140.875
295297.750
306885.906
309040.656
319227.719
350984.500
351566.188
364166.156
384601.344
386090.438
Freq
8.359
9.508
15.666
20.237
20.306
20.555
21.500
21.706
21.725
28.536
...
80.076
86.487
88.168
88.477
89.923
94.290
94.368
96.044
98.702
98.893
Radians
52.518
59.738
98.434
127.154
127.586
129.150
135.087
136.384
136.501
179.298
...
503.131
543.413
553.973
555.914
565.002
592.439
592.930
603.462
620.162
621.362
ElementID
Layer
Item
3730
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...
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...
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t12
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t1z
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major
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minor
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max_shear
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2
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t12
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t1z
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angle
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major
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...
0.040
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0.027
minor
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max_shear
5.639e-05
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...
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3
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...
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t1z
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angle
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major
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minor
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-1.792e-01
-4.766e+01
-8.209e+01
-2.782e+02
...
-871.525
-2883.874
-161.090
-6.426e+02
-2.204e+02
-1189.578
-2.204e+01
-4596.507
-9.942e+01
-931.725
max_shear
3.569e+00
1.970e+00
1.732e+01
6.165e+01
1.370e+01
4.142e+01
2.448e-01
1.159e+01
2.119e+01
1.487e+02
...
1621.385
2086.694
335.521
3.722e+02
7.708e+01
1030.328
9.204e+01
5688.133
7.231e+01
1329.453
3731
1
o11
6.196e+00
-1.581e+01
5.625e+01
7.677e+01
-2.816e+01
1.863e+01
2.620e-01
-4.003e+01
-6.873e+01
-1.386e+01
...
51.722
4993.935
1034.907
6.985e+01
1.014e+02
939.095
8.015e+00
-4427.462
1.983e+01
-1108.960
o22
1.258e+00
-7.183e+00
9.891e+01
-7.885e+01
4.024e+01
-1.265e+01
4.995e-01
-3.012e+01
-4.179e+01
2.791e+02
...
-1282.336
1020.841
-525.215
1.765e+01
3.270e+01
39.471
2.495e+01
-714.833
6.607e+01
-729.907
t12
-3.101e+00
4.600e-01
-1.210e+01
-5.428e+01
4.700e+00
-3.678e+01
-2.200e-01
7.542e+00
2.433e+01
1.069e+02
...
-63.243
3751.585
800.291
-2.454e+02
3.349e+01
711.863
1.767e+01
-3598.268
7.265e+01
-709.457
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
4538
3
major
3.261e+00
6.140e+00
6.117e+01
5.213e+01
-1.178e+01
3.514e+01
2.577e-01
3.147e+01
4.842e+01
1.076e+02
...
2775.815
5157.465
1590.138
2.951e+02
5.161e+02
1321.848
4.539e+01
2978.174
5.803e+00
1377.184
minor
1.945e+00
-9.949e+00
-8.764e+01
1.414e+01
-1.885e+01
-4.231e+00
-1.124e-02
-3.851e+01
-7.956e+01
-1.932e+02
...
-975.253
-10130.497
-326.651
-1.455e+02
-1.653e+03
-382.948
-5.196e+01
-7206.313
-1.096e+02
-2564.618
max_shear
6.580e-01
8.044e+00
7.440e+01
1.899e+01
3.535e+00
1.969e+01
1.345e-01
3.499e+01
6.399e+01
1.504e+02
...
1875.534
7643.981
958.394
2.203e+02
1.085e+03
852.398
4.867e+01
5092.244
5.772e+01
1970.901
4539
1
o11
-1.092e+01
1.670e+01
-8.391e+01
-7.108e+01
-2.118e+01
-7.498e+01
2.821e-01
7.256e+01
8.984e+01
1.836e+02
...
-600.259
610.081
817.767
-5.488e+01
1.055e+03
1230.024
-6.172e+00
-6310.631
8.169e+01
-2023.389
o22
2.478e+00
-1.029e-01
2.695e+00
4.386e+01
-2.424e+00
3.185e+01
1.393e-02
3.562e+00
1.056e+01
-1.691e+02
...
969.637
5536.964
127.509
-1.611e+02
1.052e+03
-810.844
1.638e+01
4552.521
-6.186e+00
1531.135
t12
-1.778e+00
2.173e+00
-3.287e+00
-3.515e+01
-1.380e+00
-3.123e+01
7.862e-02
1.692e+00
-3.691e+00
1.795e+02
...
-2277.144
-5420.437
-1301.691
1.683e+02
-6.464e+02
393.289
-1.620e+00
-3227.981
-2.230e+01
-1506.269
t1z
-1.453e-01
1.053e-01
-1.052e-01
-1.149e+00
-6.031e-02
-9.531e-01
-1.400e-05
4.700e-01
6.529e-01
2.503e+00
...
1.069
61.705
10.774
-1.041e+00
1.710e+01
7.562
-7.779e-01
-37.517
6.498e-01
-10.591
t2z
-5.111e-02
4.426e-02
-2.532e-01
-4.412e-01
-3.177e-02
-3.711e-01
-2.781e-04
1.909e-01
2.893e-01
1.281e+00
...
0.983
0.126
6.611
-2.028e-02
-6.387e-01
6.399
-2.602e-01
-31.119
5.268e-01
-8.506
angle
-8.257e+01
7.253e+00
-8.783e+01
-7.428e+01
-8.582e+01
-7.484e+01
1.519e+01
1.404e+00
-2.660e+00
2.276e+01
...
-54.510
-57.220
-37.575
3.625e+01
-4.495e+01
10.539
-8.591e+01
-74.639
-1.346e+01
-69.859
major
2.710e+00
1.697e+01
2.819e+00
5.376e+01
-2.323e+00
4.031e+01
3.034e-01
7.261e+01
9.001e+01
2.590e+02
...
2593.325
9027.485
1819.306
6.855e+01
1.700e+03
1303.191
1.650e+01
5439.320
8.702e+01
2083.574
minor
-1.115e+01
-3.795e-01
-8.404e+01
-8.098e+01
-2.128e+01
-8.344e+01
-7.420e-03
3.521e+00
1.039e+01
-2.444e+02
...
-2223.947
-2880.441
-874.030
-2.845e+02
4.070e+02
-884.010
-6.288e+00
-7197.432
-1.152e+01
-2575.828
max_shear
6.931e+00
8.676e+00
4.343e+01
6.737e+01
9.478e+00
6.187e+01
1.554e-01
3.454e+01
3.981e+01
2.517e+02
...
2408.636
5953.963
1346.668
1.765e+02
6.464e+02
1093.601
1.139e+01
6318.376
4.927e+01
2329.701
2
o11
-3.672e-05
9.724e-05
-6.725e-04
-1.638e-04
-1.670e-04
-2.885e-04
2.552e-06
4.220e-04
4.620e-04
7.791e-04
...
-0.007
-0.037
0.002
2.313e-04
-2.027e-03
0.009
3.497e-04
-0.046
5.453e-04
-0.015
o22
3.122e-06
1.117e-05
-1.270e-04
1.004e-04
6.427e-06
1.061e-04
-7.322e-07
5.735e-05
1.915e-04
-6.960e-04
...
0.011
0.048
0.007
-1.229e-03
8.021e-03
-0.002
-1.323e-04
0.016
1.140e-04
0.007
t12
-4.517e-05
7.143e-05
-4.378e-04
-9.846e-04
-2.529e-05
-8.287e-04
1.682e-06
9.339e-05
1.763e-05
5.004e-03
...
-0.059
-0.150
-0.031
4.357e-03
-1.933e-02
0.013
-8.495e-05
-0.098
-3.530e-04
-0.043
t1z
-1.453e-01
1.053e-01
-1.052e-01
-1.149e+00
-6.031e-02
-9.531e-01
-1.400e-05
4.700e-01
6.529e-01
2.503e+00
...
1.069
61.705
10.774
-1.041e+00
1.710e+01
7.562
-7.779e-01
-37.517
6.498e-01
-10.591
t2z
-5.111e-02
4.426e-02
-2.532e-01
-4.412e-01
-3.177e-02
-3.711e-01
-2.781e-04
1.909e-01
2.893e-01
1.281e+00
...
0.983
0.126
6.611
-2.028e-02
-6.387e-01
6.399
-2.602e-01
-31.119
5.268e-01
-8.506
angle
-5.690e+01
2.947e+01
-6.096e+01
-4.882e+01
-8.187e+01
-5.170e+01
2.284e+01
1.356e+01
3.712e+00
4.081e+01
...
-49.366
-52.901
-47.411
4.024e+01
-5.228e+01
33.998
-9.707e+00
-53.690
-2.929e+01
-52.241
major
3.256e-05
1.376e-04
1.160e-04
9.617e-04
1.004e-05
7.607e-04
3.260e-06
4.445e-04
4.631e-04
5.100e-03
...
0.061
0.161
0.035
3.919e-03
2.297e-02
0.018
3.643e-04
0.088
7.434e-04
0.040
minor
-6.616e-05
-2.919e-05
-9.155e-04
-1.025e-03
-1.706e-04
-9.431e-04
-1.441e-06
3.482e-05
1.903e-04
-5.016e-03
...
-0.058
-0.151
-0.027
-4.917e-03
-1.698e-02
-0.011
-1.468e-04
-0.118
-8.403e-05
-0.049
max_shear
4.936e-05
8.339e-05
5.158e-04
9.934e-04
9.033e-05
8.519e-04
2.350e-06
2.049e-04
1.364e-04
5.058e-03
...
0.059
0.156
0.031
4.418e-03
1.997e-02
0.014
2.556e-04
0.103
4.137e-04
0.044
3
o11
2.643e+00
6.286e+00
-7.775e+01
3.889e+01
-1.689e+01
1.442e+01
2.649e-01
2.766e+01
2.692e+01
-4.249e+01
...
-516.939
-6597.678
-22.685
4.082e+01
-1.082e+03
662.532
7.939e+01
-3366.468
5.001e+01
-1120.458
o22
-3.769e+00
7.993e+00
-6.871e+01
-2.974e+01
-5.237e+00
-2.322e+01
-4.276e-02
3.272e+01
5.877e+01
5.160e+01
...
1065.680
3361.061
1581.236
-1.091e+02
6.821e+02
834.425
-2.769e+01
-3476.855
6.225e+01
-777.069
t12
-1.822e+00
3.519e+00
-3.160e+01
-4.333e+01
-6.356e-01
-3.482e+01
5.543e-02
5.751e+00
5.096e+00
2.193e+02
...
-2387.820
-6533.914
-1160.150
1.789e+02
-8.944e+02
657.872
-5.150e+00
-4580.141
-5.833e+00
-1923.501
t1z
0.000e+00
-0.000e+00
0.000e+00
0.000e+00
0.000e+00
0.000e+00
0.000e+00
-0.000e+00
-0.000e+00
-0.000e+00
...
-0.000
-0.000
-0.000
0.000e+00
-0.000e+00
-0.000
0.000e+00
0.000
-0.000e+00
0.000
t2z
0.000e+00
-0.000e+00
0.000e+00
0.000e+00
0.000e+00
0.000e+00
0.000e+00
-0.000e+00
-0.000e+00
-0.000e+00
...
-0.000
-0.000
-0.000
0.000e+00
0.000e+00
-0.000
0.000e+00
0.000
-0.000e+00
0.000
angle
-1.480e+01
5.182e+01
-4.907e+01
-2.581e+01
-8.689e+01
-3.081e+01
9.908e+00
5.688e+01
8.113e+01
5.105e+01
...
-54.167
-63.655
-62.327
3.364e+01
-6.730e+01
48.722
-2.747e+00
-44.655
-6.819e+01
-47.550
major
3.124e+00
1.076e+01
-4.131e+01
5.984e+01
-5.202e+00
3.518e+01
2.745e-01
3.648e+01
5.956e+01
2.288e+02
...
2789.894
6596.687
2189.626
1.599e+02
1.056e+03
1411.941
7.964e+01
1158.812
6.459e+01
982.385
minor
-4.251e+00
3.518e+00
-1.052e+02
-5.069e+01
-1.693e+01
-4.399e+01
-5.244e-02
2.391e+01
2.613e+01
-2.197e+02
...
-2241.153
-9833.304
-631.075
-2.281e+02
-1.456e+03
85.016
-2.793e+01
-8002.134
4.768e+01
-2879.912
max_shear
3.687e+00
3.621e+00
3.192e+01
5.527e+01
5.863e+00
3.958e+01
1.635e-01
6.284e+00
1.672e+01
2.243e+02
...
2515.523
8214.995
1410.350
1.940e+02
1.256e+03
663.463
5.378e+01
4580.473
8.456e+00
1931.148
864 rows × 33 columns
In [16]:
cquad4_strain
Out[16]:
Mode
Item
1
2
3
4
5
6
7
8
9
...
24
25
26
27
28
29
30
31
32
33
EigenvalueReal
2758.14916992
3568.63232422
9689.30566406
16168.0996094
16278.2226562
16679.7089844
18248.4335938
18600.6972656
18632.5507812
...
253140.875
295297.75
306885.90625
309040.65625
319227.71875
350984.5
351566.1875
364166.15625
384601.34375
386090.4375
Freq
8.358512705
9.50760289287
15.6663007643
20.2371625337
20.3059645617
20.5548525725
21.4997261107
21.7062471625
21.7248250823
...
80.0757970351
86.4868740864
88.1675156512
88.4765012374
89.9229257687
94.2896666927
94.3677675985
96.0439300447
98.7019039573
98.8927956432
Radians
52.5180842179
59.738030803
98.4342707804
127.153842291
127.586138182
129.149947675
135.086763207
136.384373246
136.501101758
...
503.131071392
543.413056523
553.97283891
555.914252606
565.002405968
592.439448383
592.930170846
603.461810101
620.162352735
621.361760571
ElementID
NodeID
Location
1
CEN
Top
fiber_distance
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
...
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
Top
exx
9.675e-08
1.578e-07
6.772e-06
6.115e-07
-2.309e-07
1.944e-07
3.318e-09
4.211e-07
1.681e-06
...
-6.305e-05
1.074e-04
-4.760e-05
-4.019e-07
-2.609e-05
-2.689e-05
3.686e-07
1.068e-04
2.783e-07
5.147e-06
Top
eyy
5.161e-08
1.089e-08
6.183e-08
-8.304e-09
3.513e-08
1.196e-07
1.018e-09
-1.247e-07
1.516e-07
...
3.274e-06
-2.591e-06
5.127e-06
1.653e-06
-2.941e-06
3.773e-06
-1.205e-07
-1.604e-05
-4.626e-07
-5.214e-06
Top
exy
-3.044e-06
-5.503e-07
3.229e-05
-1.690e-05
7.399e-06
-5.353e-06
2.535e-08
1.432e-05
-5.769e-06
...
4.114e-04
1.075e-03
4.885e-04
2.041e-05
2.756e-06
3.887e-04
-1.549e-06
-1.765e-03
-6.380e-06
-4.326e-04
Top
angle
-4.458e+01
-3.753e+01
3.913e+01
-4.395e+01
4.603e+01
-4.460e+01
4.241e+01
4.391e+01
-3.757e+01
...
4.958e+01
4.208e+01
4.808e+01
4.788e+01
8.660e+01
4.726e+01
-3.624e+01
-4.301e+01
-4.169e+01
-4.431e+01
Top
emax
1.596e-06
3.691e-07
1.991e-05
8.755e-06
3.604e-06
2.834e-06
1.490e-08
7.315e-06
3.901e-06
...
1.785e-04
5.929e-04
2.244e-04
1.088e-05
-2.859e-06
1.834e-04
9.361e-07
9.299e-04
3.119e-06
2.163e-04
Top
emin
-1.448e-06
-2.005e-07
-1.307e-05
-8.152e-06
-3.800e-06
-2.520e-06
-1.056e-08
-7.019e-06
-2.068e-06
...
-2.382e-04
-4.881e-04
-2.669e-04
-9.631e-06
-2.617e-05
-2.065e-04
-6.880e-07
-8.392e-04
-3.303e-06
-2.164e-04
Top
von_mises
1.758e-06
3.336e-07
1.917e-05
9.764e-06
4.275e-06
3.092e-06
1.477e-08
8.276e-06
3.500e-06
...
2.414e-04
6.251e-04
2.840e-04
1.185e-05
1.658e-05
2.252e-04
9.413e-07
1.022e-03
3.709e-06
2.498e-04
Bottom
fiber_distance
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
...
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
Bottom
exx
-4.690e-08
-1.886e-07
-6.544e-06
-2.487e-07
7.191e-07
-5.327e-08
-3.494e-09
-6.104e-07
-1.738e-06
...
6.227e-05
-6.713e-05
5.168e-05
4.903e-06
3.300e-05
2.812e-05
-1.166e-06
-1.114e-04
-6.623e-07
-5.337e-06
Bottom
eyy
2.079e-08
-6.933e-10
-3.890e-07
9.960e-08
3.486e-07
-4.111e-10
5.211e-10
-9.747e-08
-4.714e-08
...
-4.394e-06
-3.376e-06
-6.049e-06
1.583e-06
1.676e-06
-3.611e-06
-1.408e-07
1.325e-05
-3.678e-07
4.577e-06
Bottom
exy
-1.224e-06
5.025e-07
-3.991e-05
1.084e-05
-4.504e-06
1.221e-05
5.775e-09
6.848e-06
-2.579e-06
...
-3.306e-04
-8.398e-04
-4.682e-04
1.007e-04
5.846e-05
-3.523e-04
-1.846e-05
1.819e-03
-1.363e-05
3.041e-04
Bottom
angle
-4.658e+01
5.525e+01
-4.938e+01
4.592e+01
-4.265e+01
4.512e+01
6.240e+01
4.714e+01
-6.162e+01
...
-3.930e+01
-4.717e+01
-4.149e+01
4.406e+01
3.091e+01
-4.243e+01
-4.659e+01
4.696e+01
-4.562e+01
4.593e+01
Bottom
emax
6.000e-07
1.736e-07
1.673e-05
5.350e-06
2.793e-06
6.077e-06
2.030e-09
3.080e-06
6.493e-07
...
1.976e-04
3.859e-04
2.587e-04
5.362e-05
5.050e-05
1.891e-04
8.589e-06
8.627e-04
6.304e-06
1.517e-04
Bottom
emin
-6.261e-07
-3.629e-07
-2.366e-05
-5.499e-06
-1.726e-06
-6.130e-06
-5.003e-09
-3.788e-06
-2.434e-06
...
-1.397e-04
-4.564e-04
-2.131e-04
-4.713e-05
-1.582e-05
-1.646e-04
-9.896e-06
-9.608e-04
-7.334e-06
-1.525e-04
Bottom
von_mises
7.080e-07
3.161e-07
2.343e-05
6.264e-06
2.633e-06
7.048e-06
4.180e-09
3.972e-06
1.877e-06
...
1.957e-04
4.868e-04
2.728e-04
5.821e-05
4.000e-05
2.044e-04
1.068e-05
1.053e-03
7.881e-06
1.756e-04
1
Top
fiber_distance
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
...
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
4.000e-01
Top
exx
4.346e-07
-3.794e-08
1.426e-06
8.503e-06
7.479e-07
3.163e-06
-4.920e-09
1.761e-08
-1.299e-08
...
-1.628e-05
2.044e-05
1.154e-05
7.733e-06
-5.849e-06
1.863e-05
-2.478e-06
-7.274e-05
-1.118e-07
-3.380e-05
Top
eyy
-2.970e-07
2.042e-07
5.243e-06
-8.085e-06
-9.543e-07
-2.917e-06
9.290e-09
2.700e-07
1.813e-06
...
-4.191e-05
8.177e-05
-5.330e-05
-6.631e-06
-2.254e-05
-4.159e-05
2.770e-06
1.629e-04
-7.574e-08
3.432e-05
Top
exy
-3.044e-06
-5.503e-07
3.229e-05
-1.690e-05
7.399e-06
-5.353e-06
2.535e-08
1.432e-05
-5.769e-06
...
4.114e-04
1.075e-03
4.885e-04
2.041e-05
2.756e-06
3.887e-04
-1.549e-06
-1.765e-03
-6.380e-06
-4.326e-04
Top
angle
-3.824e+01
-5.688e+01
4.837e+01
-2.276e+01
3.852e+01
-2.068e+01
5.963e+01
4.550e+01
-5.378e+01
...
4.322e+01
4.663e+01
4.122e+01
2.743e+01
4.688e+00
4.060e+01
-8.178e+01
-4.880e+01
-4.516e+01
-4.947e+01
Top
emax
1.634e-06
3.837e-07
1.959e-05
1.205e-05
3.693e-06
4.173e-06
1.672e-08
7.307e-06
3.925e-06
...
1.770e-04
5.896e-04
2.255e-04
1.303e-05
-5.736e-06
1.852e-04
2.882e-06
9.353e-04
3.096e-06
2.192e-04
Top
emin
-1.496e-06
-2.175e-07
-1.292e-05
-1.163e-05
-3.899e-06
-3.928e-06
-1.235e-08
-7.019e-06
-2.126e-06
...
-2.352e-04
-4.874e-04
-2.673e-04
-1.193e-05
-2.265e-05
-2.081e-04
-2.590e-06
-8.452e-04
-3.284e-06
-2.187e-04
Top
von_mises
1.808e-06
3.515e-07
1.890e-05
1.367e-05
4.384e-06
4.678e-06
1.684e-08
8.271e-06
3.545e-06
...
2.388e-04
6.228e-04
2.849e-04
1.441e-05
1.360e-05
2.272e-04
3.161e-06
1.028e-03
3.684e-06
2.528e-04
Bottom
fiber_distance
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
...
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
-4.000e-01
Bottom
exx
3.015e-07
1.595e-08
1.323e-06
6.185e-06
3.516e-08
3.787e-06
-8.894e-09
3.226e-07
-2.218e-07
...
-2.509e-06
-4.218e-05
-1.005e-05
9.487e-06
1.197e-06
-8.087e-06
-3.101e-06
6.011e-05
-6.148e-07
1.352e-05
Bottom
eyy
-3.328e-07
-2.018e-07
-8.152e-06
-6.455e-06
1.017e-06
-3.917e-06
6.172e-09
-1.025e-06
-1.524e-06
...
5.919e-05
-2.612e-05
5.486e-05
-3.292e-06
3.280e-05
3.219e-05
1.880e-06
-1.572e-04
-3.895e-07
-1.444e-05
Bottom
exy
-1.224e-06
5.025e-07
-3.991e-05
1.084e-05
-4.504e-06
1.221e-05
5.775e-09
6.848e-06
-2.579e-06
...
-3.306e-04
-8.398e-04
-4.682e-04
1.007e-04
5.846e-05
-3.523e-04
-1.846e-05
1.819e-03
-1.363e-05
3.041e-04
Bottom
angle
-3.131e+01
3.329e+01
-3.832e+01
2.031e+01
-5.115e+01
2.887e+01
7.951e+01
3.943e+01
-3.161e+01
...
-5.029e+01
-4.555e+01
-4.895e+01
4.138e+01
5.920e+01
-4.826e+01
-5.255e+01
4.159e+01
-4.547e+01
4.237e+01
Bottom
emax
6.737e-07
1.809e-07
1.710e-05
8.192e-06
2.831e-06
7.152e-06
6.707e-09
3.139e-06
5.715e-07
...
1.965e-04
3.858e-04
2.587e-04
5.385e-05
5.022e-05
1.894e-04
8.948e-06
8.675e-04
6.316e-06
1.522e-04
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
5537
5516
Top
eyy
-7.650e-08
-4.020e-07
2.357e-06
-8.119e-07
1.178e-07
-6.523e-07
6.118e-09
-9.158e-07
-2.309e-06
...
-1.559e-03
1.430e-04
6.128e-03
6.322e-03
2.176e-04
-9.235e-03
9.199e-03
-1.858e-03
-7.079e-03
6.933e-03
Top
exy
3.678e-06
7.852e-07
-2.851e-05
-3.508e-07
-6.945e-06
8.320e-07
-6.064e-08
-6.139e-06
2.993e-05
...
1.989e-02
8.701e-03
-1.907e-03
5.987e-05
1.253e-03
-4.397e-03
2.197e-03
9.715e-03
-2.696e-03
6.151e-03
Top
angle
4.436e+01
2.372e+01
-4.899e+01
-9.154e+00
-4.560e+01
2.205e+01
-4.959e+01
-3.713e+01
4.129e+01
...
4.007e+01
4.611e+01
-8.530e+01
8.986e+01
5.421e+01
-7.195e+00
8.633e+01
3.545e+01
-5.879e+00
7.709e+01
Top
emax
1.804e-06
4.915e-07
1.475e-05
2.766e-07
3.518e-06
3.749e-07
3.193e-08
3.138e-06
1.473e-05
...
1.026e-02
4.328e-03
6.207e-03
6.322e-03
6.692e-04
8.179e-03
9.269e-03
4.966e-03
6.012e-03
7.638e-03
Top
emin
-1.875e-06
-5.745e-07
-1.404e-05
-8.402e-07
-3.429e-06
-8.208e-07
-2.949e-08
-3.240e-06
-1.545e-05
...
-9.922e-03
-4.380e-03
-5.463e-03
-5.561e-03
-6.513e-04
-9.513e-03
-7.924e-03
-5.316e-03
-7.218e-03
-6.482e-03
Top
von_mises
2.124e-06
6.161e-07
1.662e-05
6.716e-07
4.011e-06
7.062e-07
3.547e-08
3.683e-06
1.743e-05
...
1.165e-02
5.027e-03
6.742e-03
6.866e-03
7.624e-04
1.022e-02
9.937e-03
5.937e-03
7.649e-03
8.161e-03
Bottom
fiber_distance
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
...
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
Bottom
exx
3.795e-08
-1.402e-07
9.043e-07
4.864e-06
2.968e-07
3.579e-06
-8.105e-09
5.681e-07
3.885e-07
...
-9.943e-03
7.726e-04
4.427e-03
4.453e-03
1.794e-04
-6.929e-03
7.076e-03
-2.222e-03
-5.781e-03
5.564e-03
Bottom
eyy
5.407e-08
2.063e-07
-1.806e-06
-5.233e-06
-4.888e-07
-3.814e-06
7.161e-09
-6.771e-07
4.500e-07
...
1.105e-02
-6.414e-04
-5.059e-03
-5.036e-03
-1.721e-04
8.031e-03
-8.268e-03
2.901e-03
6.973e-03
-6.616e-03
Bottom
exy
2.262e-06
1.497e-06
-2.304e-05
4.182e-06
-3.986e-06
3.460e-06
-6.318e-08
2.843e-06
3.103e-05
...
6.598e-03
8.430e-03
2.237e-03
4.367e-03
1.149e-03
-5.253e-03
2.694e-03
1.149e-02
2.198e-03
1.538e-03
Bottom
angle
4.520e+01
5.152e+01
-4.165e+01
1.125e+01
-3.943e+01
1.254e+01
-5.179e+01
3.317e+01
4.506e+01
...
8.128e+01
4.024e+01
6.634e+00
1.236e+01
3.649e+01
-8.033e+01
4.979e+00
5.702e+01
8.511e+01
3.600e+00
Bottom
emax
1.177e-06
8.013e-07
1.115e-05
5.280e-06
1.936e-06
3.964e-06
3.203e-08
1.497e-06
1.593e-05
...
1.155e-02
4.339e-03
4.557e-03
4.931e-03
6.043e-04
8.479e-03
7.193e-03
6.629e-03
7.067e-03
5.612e-03
Bottom
emin
-1.085e-06
-7.353e-07
-1.205e-05
-5.649e-06
-2.128e-06
-4.199e-06
-3.297e-08
-1.606e-06
-1.509e-05
...
-1.045e-02
-4.208e-03
-5.189e-03
-5.514e-03
-5.970e-04
-7.377e-03
-8.385e-03
-5.951e-03
-5.875e-03
-6.664e-03
Bottom
von_mises
1.306e-06
8.874e-07
1.340e-05
6.311e-06
2.347e-06
4.713e-06
3.753e-08
1.792e-06
1.792e-05
...
1.271e-02
4.935e-03
5.631e-03
6.034e-03
6.935e-04
9.162e-03
9.003e-03
7.267e-03
7.483e-03
7.096e-03
5515
Top
fiber_distance
3.090e-01
3.090e-01
3.090e-01
3.090e-01
3.090e-01
3.090e-01
3.090e-01
3.090e-01
3.090e-01
...
3.090e-01
3.090e-01
3.090e-01
3.090e-01
3.090e-01
3.090e-01
3.090e-01
3.090e-01
3.090e-01
3.090e-01
Top
exx
-2.885e-07
-2.184e-07
2.288e-06
-1.731e-06
3.160e-07
-1.351e-06
8.326e-09
-4.430e-07
-2.872e-06
...
5.417e-05
-7.351e-04
2.401e-03
2.285e-03
-2.070e-05
-3.017e-03
3.203e-03
-1.510e-03
-1.987e-03
1.615e-03
Top
eyy
2.242e-07
1.463e-07
-1.652e-06
1.208e-06
-2.333e-07
9.368e-07
-6.129e-09
3.676e-07
2.244e-06
...
3.236e-04
6.943e-04
-1.816e-03
-1.684e-03
3.499e-05
1.906e-03
-2.083e-03
1.222e-03
9.419e-04
-6.098e-04
Top
exy
3.678e-06
7.852e-07
-2.851e-05
-3.508e-07
-6.945e-06
8.320e-07
-6.064e-08
-6.139e-06
2.993e-05
...
1.989e-02
8.701e-03
-1.907e-03
5.987e-05
1.253e-03
-4.397e-03
2.197e-03
9.715e-03
-2.696e-03
6.151e-03
Top
angle
4.897e+01
5.746e+01
-4.107e+01
-8.660e+01
-4.274e+01
8.001e+01
-3.830e+01
-4.876e+01
4.985e+01
...
4.539e+01
4.966e+01
-1.217e+01
4.321e-01
4.627e+01
-6.911e+01
1.129e+01
5.285e+01
-6.869e+01
3.506e+01
Top
emax
1.825e-06
3.968e-07
1.471e-05
1.218e-06
3.525e-06
1.010e-06
3.227e-08
3.058e-06
1.487e-05
...
1.013e-02
4.388e-03
2.606e-03
2.285e-03
6.342e-04
2.745e-03
3.422e-03
4.902e-03
1.468e-03
3.773e-03
Top
emin
-1.889e-06
-4.689e-07
-1.407e-05
-1.742e-06
-3.442e-06
-1.424e-06
-3.007e-08
-3.134e-06
-1.549e-05
...
-9.755e-03
-4.429e-03
-2.022e-03
-1.684e-03
-6.199e-04
-3.856e-03
-2.303e-03
-5.190e-03
-2.513e-03
-2.768e-03
Top
von_mises
2.144e-06
5.004e-07
1.662e-05
1.718e-06
4.022e-06
1.412e-06
3.600e-08
3.575e-06
1.753e-05
...
1.148e-02
5.091e-03
2.679e-03
2.301e-03
7.241e-04
3.829e-03
3.326e-03
5.827e-03
2.324e-03
3.791e-03
Bottom
fiber_distance
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
...
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
-3.090e-01
Bottom
exx
3.239e-07
1.285e-07
-2.558e-06
-1.931e-06
-6.425e-07
-1.314e-06
-8.998e-10
-5.954e-07
2.387e-06
...
5.110e-03
6.542e-04
-1.980e-03
-1.696e-03
6.712e-05
2.293e-03
-2.668e-03
2.261e-03
1.947e-03
-1.392e-03
Bottom
eyy
-2.377e-07
-6.795e-08
1.727e-06
1.701e-06
4.696e-07
1.179e-06
-1.916e-10
5.101e-07
-1.589e-06
...
-4.314e-03
-5.205e-04
1.479e-03
1.239e-03
-5.755e-05
-1.379e-03
1.675e-03
-1.674e-03
-9.121e-04
4.821e-04
Bottom
exy
2.262e-06
1.497e-06
-2.304e-05
4.182e-06
-3.986e-06
3.460e-06
-6.318e-08
2.843e-06
3.103e-05
...
6.598e-03
8.430e-03
2.237e-03
4.367e-03
1.149e-03
-5.253e-03
2.694e-03
1.149e-02
2.198e-03
1.538e-03
Bottom
angle
3.803e+01
4.126e+01
-5.027e+01
6.549e+01
-5.279e+01
6.289e+01
-4.532e+01
5.563e+01
4.135e+01
...
1.750e+01
4.103e+01
7.356e+01
6.196e+01
4.190e+01
-2.752e+01
7.410e+01
3.555e+01
1.878e+01
7.031e+01
Bottom
emax
1.208e-06
7.852e-07
1.130e-05
2.654e-06
1.983e-06
2.065e-06
3.105e-08
1.482e-06
1.604e-05
...
6.150e-03
4.322e-03
1.809e-03
2.402e-03
5.825e-04
3.662e-03
2.059e-03
6.366e-03
2.321e-03
7.574e-04
Bottom
emin
-1.122e-06
-7.246e-07
-1.214e-05
-2.885e-06
-2.156e-06
-2.200e-06
-3.214e-08
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...
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-5.729e-04
-2.747e-03
-3.052e-03
-5.779e-03
-1.286e-03
-1.667e-03
Bottom
von_mises
1.346e-06
8.720e-07
1.354e-05
3.199e-06
2.390e-06
2.463e-06
3.648e-08
1.761e-06
1.806e-05
...
6.647e-03
4.914e-03
2.384e-03
3.042e-03
6.671e-04
3.713e-03
2.969e-03
7.015e-03
2.111e-03
1.432e-03
306880 rows × 34 columns
In [17]:
chexa_stress
Out[17]:
Mode
1
2
3
4
5
6
7
8
9
10
...
24
25
26
27
28
29
30
31
32
33
EigenvalueReal
2758.149
3568.632
9689.306
16168.100
16278.223
16679.709
18248.434
18600.697
18632.551
32147.814
...
253140.875
295297.750
306885.906
309040.656
319227.719
350984.500
351566.188
364166.156
384601.344
386090.438
Freq
8.359
9.508
15.666
20.237
20.306
20.555
21.500
21.706
21.725
28.536
...
80.076
86.487
88.168
88.477
89.923
94.290
94.368
96.044
98.702
98.893
Radians
52.518
59.738
98.434
127.154
127.586
129.150
135.087
136.384
136.501
179.298
...
503.131
543.413
553.973
555.914
565.002
592.439
592.930
603.462
620.162
621.362
ElementID
NodeID
Item
3684
0
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7.822e-11
...
3.365e-11
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3.001e-11
7.105e-13
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1.041e-10
0.000e+00
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6.821e-11
oyy
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5.684e-14
5.912e-12
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...
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ozz
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txy
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omax
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omid
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omin
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von_mises
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55
oxx
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...
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oyy
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ozz
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...
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txy
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tyz
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txz
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omax
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omid
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omin
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von_mises
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omax
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oyy
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...
2.910e-10
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ozz
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...
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5.627e-12
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2.260e-12
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txy
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0.000e+00
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...
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5.239e-10
8.731e-11
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2.328e-10
3.638e-11
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2.910e-11
5.912e-12
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tyz
1.130e-12
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1.032e-11
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1.234e-11
1.732e-11
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...
4.972e-10
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1.057e-10
7.822e-12
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1.915e-11
2.829e-12
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txz
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1.291e-14
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2.887e-14
2.999e-13
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5.810e-11
...
-5.065e-12
1.140e-10
3.032e-11
1.456e-11
8.788e-11
2.989e-11
4.526e-13
-1.197e-10
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omax
8.293e-12
5.456e-13
7.308e-11
9.640e-11
1.742e-12
7.387e-11
4.148e-14
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1.919e-12
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...
6.811e-10
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7.294e-11
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7.418e-12
6.602e-10
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omid
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...
1.737e-10
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2.522e-11
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4.402e-12
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omin
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...
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1.719e-10
von_mises
6.131e-12
1.305e-11
6.517e-11
5.620e-11
2.778e-12
5.047e-11
1.945e-13
3.398e-11
8.328e-11
2.325e-10
...
8.890e-10
1.664e-09
2.822e-10
7.061e-11
4.454e-10
1.600e-10
7.141e-12
5.922e-10
1.771e-11
2.799e-10
5595
oxx
7.276e-12
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2.183e-11
1.028e-10
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...
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1.064e-10
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9.408e-12
2.154e-09
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1.339e-09
oyy
2.046e-12
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0.000e+00
2.456e-11
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1.501e-11
0.000e+00
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...
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1.910e-11
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3.297e-12
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ozz
1.091e-11
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1.321e-10
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3.638e-12
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...
-8.731e-11
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1.066e-10
-7.858e-10
-3.201e-10
1.029e-11
1.630e-09
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7.276e-10
txy
-1.101e-12
0.000e+00
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3.553e-14
-3.638e-12
3.638e-12
5.821e-11
...
2.910e-11
1.746e-10
2.910e-11
-2.274e-13
8.731e-11
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1.410e-11
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tyz
-2.593e-13
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1.273e-11
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9.095e-13
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2.842e-14
-3.638e-12
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5.457e-12
...
-8.731e-11
4.366e-10
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-1.273e-11
1.091e-10
-7.276e-12
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2.910e-11
8.640e-12
0.000e+00
txz
-1.364e-12
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...
-2.405e-10
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7.274e-12
2.900e-11
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omax
1.137e-11
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1.383e-10
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2.107e-14
5.943e-12
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...
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1.147e-10
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1.070e-11
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omid
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...
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omin
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...
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1.728e-11
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2.362e-12
6.971e-10
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1.102e-10
von_mises
8.306e-12
6.125e-12
3.598e-11
1.073e-10
3.524e-12
8.472e-11
2.308e-13
1.421e-11
3.124e-11
3.271e-10
...
5.582e-10
3.173e-09
4.115e-10
9.104e-11
5.853e-10
2.219e-10
7.981e-12
1.294e-09
6.168e-11
1.074e-09
2250 rows × 33 columns
In [18]:
chexa_strain
Out[18]:
Mode
1
2
3
4
5
6
7
8
9
10
...
24
25
26
27
28
29
30
31
32
33
EigenvalueReal
2758.149
3568.632
9689.306
16168.100
16278.223
16679.709
18248.434
18600.697
18632.551
32147.814
...
253140.875
295297.750
306885.906
309040.656
319227.719
350984.500
351566.188
364166.156
384601.344
386090.438
Freq
8.359
9.508
15.666
20.237
20.306
20.555
21.500
21.706
21.725
28.536
...
80.076
86.487
88.168
88.477
89.923
94.290
94.368
96.044
98.702
98.893
Radians
52.518
59.738
98.434
127.154
127.586
129.150
135.087
136.384
136.501
179.298
...
503.131
543.413
553.973
555.914
565.002
592.439
592.930
603.462
620.162
621.362
ElementID
NodeID
Item
3684
0
exx
-6.158e-22
-6.802e-21
-5.716e-21
-1.740e-18
9.710e-22
2.598e-18
3.480e-21
-6.111e-21
-4.039e-20
-1.726e-18
...
5.009e-19
-3.835e-18
1.738e-18
1.145e-19
-5.366e-20
-6.928e-18
-4.858e-20
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-5.981e-21
-1.024e-20
eyy
-1.694e-21
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1.084e-19
-1.355e-20
0.000e+00
-7.623e-21
-2.118e-22
-1.084e-19
-4.337e-19
0.000e+00
...
4.337e-19
-1.735e-18
4.879e-19
8.132e-20
-1.030e-18
3.253e-19
4.235e-21
-2.602e-18
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ezz
0.000e+00
0.000e+00
0.000e+00
0.000e+00
0.000e+00
0.000e+00
0.000e+00
0.000e+00
0.000e+00
-1.084e-19
...
-1.084e-19
0.000e+00
0.000e+00
1.694e-21
0.000e+00
0.000e+00
0.000e+00
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0.000e+00
3.388e-21
exy
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8.674e-19
1.355e-19
-1.694e-21
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2.541e-21
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...
3.469e-18
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7.589e-19
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6.776e-21
0.000e+00
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eyz
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4.337e-19
1.193e-18
5.421e-19
...
1.626e-18
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1.863e-19
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1.762e-19
3.253e-19
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exz
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2.602e-18
...
1.301e-18
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9.487e-20
5.204e-18
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4.337e-19
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3.307e-18
emax
3.014e-20
1.659e-19
7.768e-19
1.555e-19
8.184e-20
2.638e-18
7.991e-21
4.310e-19
1.317e-18
6.256e-19
...
2.598e-18
8.245e-18
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4.975e-19
4.272e-18
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emid
3.568e-21
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7.214e-23
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5.783e-20
...
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3.036e-18
6.283e-19
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6.282e-20
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2.411e-20
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emin
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...
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von_mises
3.844e-20
2.106e-19
7.548e-19
1.265e-18
9.398e-20
1.775e-18
7.416e-21
5.643e-19
1.694e-18
1.935e-18
...
2.368e-18
1.529e-17
1.283e-18
4.594e-19
4.667e-18
5.026e-18
3.148e-19
1.340e-17
2.043e-19
2.329e-18
55
exx
1.381e-19
0.000e+00
1.355e-19
1.287e-18
4.235e-21
9.588e-19
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2.033e-20
2.304e-19
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...
1.355e-19
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8.851e-20
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2.827e-18
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1.887e-17
1.355e-20
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eyy
1.228e-20
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1.016e-19
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2.439e-19
...
2.168e-19
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3.598e-19
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6.099e-20
2.711e-20
2.182e-18
6.776e-21
3.013e-18
ezz
-1.222e-19
-2.001e-20
1.024e-19
-1.453e-18
-1.905e-20
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4.953e-22
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6.374e-19
...
-2.779e-18
8.448e-19
1.517e-18
-3.091e-20
8.378e-19
2.004e-18
-3.357e-20
1.323e-18
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exy
-1.355e-20
0.000e+00
2.602e-18
7.318e-19
-6.776e-21
3.591e-19
1.694e-21
0.000e+00
0.000e+00
8.674e-19
...
-8.674e-18
-2.776e-17
-2.602e-18
4.337e-19
0.000e+00
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-1.355e-20
1.388e-17
8.132e-20
2.168e-18
eyz
-1.319e-20
9.391e-20
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...
1.942e-19
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5.494e-21
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4.249e-20
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exz
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...
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3.734e-19
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3.543e-18
1.927e-18
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emax
1.395e-19
1.855e-20
1.443e-18
1.429e-18
8.103e-21
1.026e-18
8.453e-22
5.626e-20
2.944e-19
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...
4.545e-18
8.703e-18
1.540e-18
4.799e-19
2.042e-18
3.862e-18
5.107e-20
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emid
1.233e-20
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2.937e-19
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1.866e-19
...
-2.726e-18
7.812e-19
1.558e-19
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1.494e-18
1.286e-20
1.418e-18
5.852e-22
-9.271e-19
emin
-1.236e-19
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...
-4.245e-18
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-3.517e-20
-1.963e-18
-4.637e-19
-8.394e-20
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von_mises
1.519e-19
6.059e-20
1.517e-18
1.681e-18
1.830e-20
9.865e-19
6.003e-21
1.215e-19
6.449e-19
2.228e-18
...
5.425e-18
1.665e-17
3.352e-18
3.408e-19
2.373e-18
2.501e-18
8.036e-20
1.416e-17
3.151e-19
4.022e-18
51
exx
1.533e-19
0.000e+00
1.626e-19
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5.294e-22
1.559e-19
2.711e-20
7.454e-18
...
3.429e-18
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4.757e-18
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9.075e-18
2.033e-20
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2.711e-20
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eyy
-8.894e-21
1.525e-20
1.355e-20
5.421e-20
0.000e+00
3.591e-19
6.353e-22
1.355e-20
4.066e-20
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...
1.057e-18
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1.565e-18
2.024e-19
9.758e-19
2.336e-18
3.388e-20
1.735e-18
1.355e-20
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ezz
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2.744e-20
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3.567e-19
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5.256e-20
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...
5.101e-20
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5.950e-19
2.547e-20
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1.005e-18
5.442e-20
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3.247e-20
5.910e-19
exy
6.054e-21
1.720e-19
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2.761e-19
7.504e-21
7.041e-19
1.332e-21
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...
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8.015e-17
6.302e-18
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6.840e-18
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2.529e-21
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eyz
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...
2.043e-19
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exz
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...
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emax
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1.956e-20
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2.084e-21
3.817e-19
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...
4.137e-18
3.264e-17
6.761e-18
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emid
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emin
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...
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von_mises
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...
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...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
5568
5593
exx
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...
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eyy
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...
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1.275e-17
8.737e-20
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ezz
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...
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2.700e-17
3.253e-18
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exy
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4.410e-18
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8.556e-22
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...
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1.164e-18
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2.529e-19
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eyz
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4.710e-18
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...
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4.366e-17
2.133e-17
2.957e-19
1.323e-17
1.129e-17
1.681e-19
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exz
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1.240e-18
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1.026e-20
1.051e-18
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...
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1.694e-19
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emax
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1.804e-18
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1.612e-17
...
2.865e-17
1.211e-16
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3.071e-17
1.656e-17
1.852e-19
6.866e-17
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emid
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...
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5.830e-19
1.545e-17
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emin
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...
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von_mises
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2.302e-18
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1.731e-17
...
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1.826e-16
2.411e-17
4.093e-18
2.090e-17
9.947e-18
4.139e-19
8.647e-17
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5594
exx
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...
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7.806e-18
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eyy
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...
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7.967e-18
5.179e-18
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1.403e-17
2.753e-19
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ezz
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...
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2.799e-18
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exy
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1.694e-20
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...
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4.510e-17
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5.725e-17
1.735e-17
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eyz
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3.466e-18
7.809e-18
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...
1.109e-16
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3.145e-17
3.216e-18
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1.409e-17
3.756e-19
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exz
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1.248e-18
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1.028e-20
1.780e-19
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1.385e-17
...
5.549e-19
5.490e-17
7.243e-18
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1.976e-19
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emax
5.386e-19
2.607e-19
5.107e-18
5.683e-18
3.572e-19
6.067e-18
1.307e-20
7.798e-19
2.692e-18
2.440e-17
...
7.739e-17
8.323e-17
4.605e-17
6.115e-18
3.796e-17
2.113e-17
4.732e-19
6.973e-17
2.300e-18
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emid
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5.337e-19
2.905e-19
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1.029e-18
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2.333e-19
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...
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1.338e-18
2.029e-18
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2.582e-18
4.606e-20
8.211e-18
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emin
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...
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von_mises
6.301e-19
1.020e-18
3.923e-18
5.155e-18
2.547e-19
6.082e-18
1.657e-20
3.941e-18
8.614e-18
2.818e-17
...
7.103e-17
1.878e-16
4.019e-17
5.118e-18
4.541e-17
2.105e-17
4.518e-19
1.057e-16
3.206e-18
3.594e-17
5595
exx
1.719e-19
-3.795e-19
2.385e-18
5.014e-19
1.220e-19
4.743e-19
5.082e-21
-1.518e-18
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...
-3.469e-18
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0.000e+00
4.323e-18
-8.674e-18
-6.939e-18
2.338e-19
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eyy
9.826e-20
1.301e-18
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8.674e-19
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3.469e-18
6.939e-18
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...
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8.327e-17
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0.000e+00
-6.939e-18
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5.551e-17
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1.388e-17
ezz
1.171e-19
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1.518e-18
2.277e-18
-2.711e-20
1.355e-18
-6.353e-21
2.168e-19
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...
1.388e-17
-8.674e-17
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3.917e-18
-1.735e-17
-4.337e-18
1.186e-19
1.041e-17
-5.963e-19
3.469e-18
exy
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3.253e-19
-8.674e-19
-5.909e-18
0.000e+00
-4.472e-18
6.776e-21
-8.674e-19
1.735e-18
2.559e-17
...
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1.804e-16
2.776e-17
-8.132e-19
4.857e-17
1.908e-17
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4.337e-18
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eyz
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3.469e-18
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3.388e-21
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0.000e+00
1.735e-18
...
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1.110e-16
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2.429e-17
-6.939e-18
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1.735e-18
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exz
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1.091e-18
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...
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8.651e-19
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emax
5.122e-19
1.368e-18
2.419e-18
5.604e-18
1.530e-19
2.725e-18
8.231e-21
3.528e-18
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...
3.062e-17
1.346e-16
6.093e-18
5.021e-18
2.169e-17
3.418e-18
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emid
1.266e-19
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...
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3.418e-18
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3.821e-18
emin
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...
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von_mises
4.409e-19
1.092e-18
4.196e-18
5.383e-18
3.232e-19
3.203e-18
1.002e-20
3.043e-18
6.330e-18
1.831e-17
...
5.193e-17
1.789e-16
2.806e-17
3.958e-18
3.316e-17
1.185e-17
3.862e-19
9.746e-17
2.801e-18
1.772e-17
2250 rows × 33 columns
In [19]:
cquad4_composite_strain
Out[19]:
Mode
1
2
3
4
5
6
7
8
9
10
...
24
25
26
27
28
29
30
31
32
33
EigenvalueReal
2758.149
3568.632
9689.306
16168.100
16278.223
16679.709
18248.434
18600.697
18632.551
32147.814
...
253140.875
295297.750
306885.906
309040.656
319227.719
350984.500
351566.188
364166.156
384601.344
386090.438
Freq
8.359
9.508
15.666
20.237
20.306
20.555
21.500
21.706
21.725
28.536
...
80.076
86.487
88.168
88.477
89.923
94.290
94.368
96.044
98.702
98.893
Radians
52.518
59.738
98.434
127.154
127.586
129.150
135.087
136.384
136.501
179.298
...
503.131
543.413
553.973
555.914
565.002
592.439
592.930
603.462
620.162
621.362
ElementID
Layer
Item
3463
1
e11
-6.793e-07
-9.809e-07
5.514e-06
-1.388e-05
7.473e-07
-7.614e-06
1.155e-08
-5.200e-06
-5.986e-06
2.798e-05
...
1.362e-04
-3.191e-04
1.128e-04
-1.727e-04
-6.279e-05
-2.853e-06
2.803e-05
1.090e-04
3.078e-05
6.314e-05
e22
2.479e-06
-4.321e-07
8.334e-06
3.326e-05
5.138e-07
1.928e-05
2.949e-08
1.676e-06
-1.488e-06
-5.691e-05
...
-3.366e-04
8.450e-04
-2.043e-04
3.744e-04
1.122e-04
4.924e-05
-6.505e-05
-4.702e-04
-7.657e-05
-2.276e-04
e12
-2.687e-06
7.023e-06
-5.002e-05
-1.753e-05
-1.139e-06
-8.533e-06
-1.664e-07
2.455e-05
4.005e-05
-1.220e-06
...
3.029e-04
-4.798e-04
1.809e-05
-1.878e-04
3.262e-05
-1.198e-04
5.236e-05
8.081e-04
6.233e-05
3.154e-04
e1z
-8.396e-09
5.616e-09
-7.103e-08
5.674e-10
-2.008e-08
-3.301e-08
-2.806e-10
2.947e-08
2.636e-08
-3.746e-08
...
-1.042e-06
-2.030e-06
-1.241e-06
8.061e-07
-2.463e-07
-5.559e-07
-2.187e-07
1.717e-06
-5.025e-08
6.918e-07
e2z
2.357e-08
-1.454e-08
1.753e-07
1.474e-08
5.575e-08
9.862e-08
5.825e-10
-8.195e-08
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1.227e-08
...
3.111e-06
4.479e-06
3.189e-06
-2.198e-06
6.080e-07
1.233e-06
5.988e-07
-3.230e-06
1.174e-07
-1.359e-06
angle
-6.981e+01
4.723e+01
-4.661e+01
-7.980e+01
-3.921e+01
-8.120e+01
-4.808e+01
5.282e+01
4.820e+01
-4.116e-01
...
1.632e+01
-7.880e+01
1.633e+00
-8.053e+01
8.472e+01
-5.675e+01
1.468e+01
2.718e+01
1.507e+01
2.366e+01
major
2.973e-06
2.816e-06
3.198e-05
3.484e-05
1.212e-06
1.994e-05
1.042e-07
1.099e-05
1.641e-05
2.798e-05
...
1.806e-04
8.925e-04
1.131e-04
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...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
4553
3
major
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major
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max_shear
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20088 rows × 33 columns
In [20]:
ctria3_composite_strain
Out[20]:
Mode
1
2
3
4
5
6
7
8
9
10
...
24
25
26
27
28
29
30
31
32
33
EigenvalueReal
2758.149
3568.632
9689.306
16168.100
16278.223
16679.709
18248.434
18600.697
18632.551
32147.814
...
253140.875
295297.750
306885.906
309040.656
319227.719
350984.500
351566.188
364166.156
384601.344
386090.438
Freq
8.359
9.508
15.666
20.237
20.306
20.555
21.500
21.706
21.725
28.536
...
80.076
86.487
88.168
88.477
89.923
94.290
94.368
96.044
98.702
98.893
Radians
52.518
59.738
98.434
127.154
127.586
129.150
135.087
136.384
136.501
179.298
...
503.131
543.413
553.973
555.914
565.002
592.439
592.930
603.462
620.162
621.362
ElementID
Layer
Item
3730
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major
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minor
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max_shear
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major
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minor
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max_shear
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major
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minor
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...
...
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...
4538
3
major
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864 rows × 33 columns
In [ ]:
Content source: saullocastro/pyNastran
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