Results extraction and analysis from LS-DYNA sources#

This example provides an overview of the LS-DYNA results providers.

Note

This example requires DPF 6.1 (ansys-dpf-server-2023-2-pre0) or above. For more information, see Compatibility.

import matplotlib.pyplot as plt
from ansys.dpf import core as dpf
from ansys.dpf.core import examples

d3plot file results extraction#

Create the model and print its contents. This LS-DYNA d3plot file contains several individual results, each at different times. The d3plot file does not contain information related to Units. In this case, as the simulation was run through Mechanical, a file.actunits file is produced. If this file is supplemented in the data_sources, the units will be correctly fetched for all resuls in the file as well as for the mesh.

d3plot = examples.download_d3plot_beam()
ds = dpf.DataSources()
ds.set_result_file_path(d3plot[0], "d3plot")
ds.add_file_path(d3plot[3], "actunits")
model = dpf.Model(ds)
print(model)
DPF Model
------------------------------
Unknown analysis
Unit system: NMM: mm, ton, N, s, mV, mA, degC
Physics Type: Unknown
Available results:
     -  global_kinetic_energy: TimeFreq_steps Global Kinetic Energy
     -  global_internal_energy: TimeFreq_steps Global Internal Energy
     -  global_total_energy: TimeFreq_steps Global Total Energy
     -  global_velocity: TimeFreq_steps Global Velocity
     -  initial_coordinates: Nodal Initial Coordinates
     -  coordinates: Nodal Coordinates
     -  velocity: Nodal Velocity
     -  acceleration: Nodal Acceleration
     -  stress: Elemental Stress
     -  stress_von_mises: Elemental Stress Von Mises
     -  plastic_strain_eqv: Elemental Plastic Strain Eqv
     -  total_strain: Elemental Total Strain
     -  beam_axial_force: Elemental Beam Axial Force
     -  beam_s_shear_force: Elemental Beam S Shear Force
     -  beam_t_shear_force: Elemental Beam T Shear Force
     -  beam_s_bending_moment: Elemental Beam S Bending Moment
     -  beam_t_bending_moment: Elemental Beam T Bending Moment
     -  beam_torsional_moment: Elemental Beam Torsional Moment
     -  beam_axial_stress: Elemental Beam Axial Stress
     -  beam_rs_shear_stress: Elemental Beam Rs Shear Stress
     -  beam_tr_shear_stress: Elemental Beam Tr Shear Stress
     -  beam_axial_plastic_strain: Elemental Beam Axial Plastic Strain
     -  beam_axial_total_strain: Elemental Beam Axial Total Strain
     -  history_variablesihv__[1__10]: Elemental History Variables(ihv: [1, 10])
     -  displacement: Nodal Displacement
------------------------------
DPF  Meshed Region:
  1940 nodes
  2056 elements
  Unit: mm
  With solid (3D) elements, beam (1D) elements
------------------------------
DPF  Time/Freq Support:
  Number of sets: 12
Cumulative     Time (s)       LoadStep       Substep
1              0.000000       1              1
2              0.997460       2              1
3              1.997818       3              1
4              2.998237       4              1
5              3.998657       5              1
6              4.999076       6              1
7              5.999496       7              1
8              6.999915       8              1
9              7.997509       9              1
10             8.997929       10             1
11             9.998348       11             1
12             10.001174      12             1

The model has solid (3D) elements and beam (1D) elements. Some of the results only apply to one type of elements (such as the stress tensor for solids, or the axial force for beams, for example).

Let’s extract beam axial force for the last time step and plot it, deforming the mesh according to the displacement field at the same time step.

N = model.results.beam_axial_force(time_scoping=[12]).eval()
u = model.results.displacement(time_scoping=[12]).eval()

sargs = dict(title="N", fmt="%.2e", title_font_size=30, label_font_size=20)
N[0].plot(deform_by=u[0], scalar_bar_args=sargs)
02 lsdyna operators

The axial force has only been computed for the beam elements (the bottom frame), whereas the top sphere, which is comprised by solid elements, has only been deformed by the displacement field.

PyDPF also allows you to animate the results in a FieldsContainer. Thus, if all time steps are extracted, an animation can be produced.

N_all = model.results.beam_axial_force.on_all_time_freqs.eval()
u_all = model.results.displacement.on_all_time_freqs.eval()
N_all.animate(deform_by=u_all, save_as="falling_ball.gif", scalar_bar_args=sargs)
02 lsdyna operators

Some of the results are marked as global. They are not scoped over any mesh entity, but are global variables of the model.

K = model.results.global_kinetic_energy().eval()
print(K)
DPF  Fields Container
  with 1 field(s)
  defined on labels:

  with:
  - field 0 {} with TimeFreq_steps location, 1 components and 12 entities.

Energy plots over time (the sphere was released with some initial velocity).

U = model.results.global_internal_energy().eval()
H = model.results.global_total_energy().eval()

plt.plot(K.time_freq_support.time_frequencies.data, K[0].data, label="Kinetic")
plt.plot(U.time_freq_support.time_frequencies.data, U[0].data, label="Internal")
plt.plot(H.time_freq_support.time_frequencies.data, H[0].data, label="Total")
plt.xlabel("Time ({:s})".format(K.time_freq_support.time_frequencies.unit))
plt.ylabel("Energies ({:s})".format(K[0].unit))
plt.legend()
plt.show()
02 lsdyna operators

binout file results extraction#

Create the model and dprint its contents. This LS-DYNA binout file contains several branches (glstat, matsum and rcforc).

binout = examples.download_binout_matsum()
ds = dpf.DataSources()
ds.set_result_file_path(binout, "binout")
model = dpf.Model(ds)
print(model)
DPF Model
------------------------------
Unknown analysis
Unit system: Undefined
Physics Type: Unknown
Available results:
     -  global_time_step: TimeFreq_steps Global Time Step
     -  global_kinetic_energy: TimeFreq_steps Global Kinetic Energy
     -  global_internal_energy: TimeFreq_steps Global Internal Energy
     -  global_spring_damper_energy: TimeFreq_steps Global Spring Damper Energy
     -  global_joint_internal_energy: TimeFreq_steps Global Joint Internal Energy
     -  global_system_damping_energy: TimeFreq_steps Global System Damping Energy
     -  global_sliding_interface_energy: TimeFreq_steps Global Sliding Interface Energy
     -  global_external_work: TimeFreq_steps Global External Work
     -  global_eroded_kinetic_energy: TimeFreq_steps Global Eroded Kinetic Energy
     -  global_eroded_internal_energy: TimeFreq_steps Global Eroded Internal Energy
     -  global_total_energy: TimeFreq_steps Global Total Energy
     -  global_energy_ratio: TimeFreq_steps Global Energy Ratio
     -  global_energy_ratio_wo_eroded: TimeFreq_steps Global Energy Ratio Wo Eroded
     -  global_velocity: TimeFreq_steps Global Velocity
     -  global_added_mass: TimeFreq_steps Global Added Mass
     -  global_added_mass_percentage: TimeFreq_steps Global Added Mass Percentage
     -  part_internal_energy: TimeFreq_steps Part Internal Energy
     -  part_kinetic_energy: TimeFreq_steps Part Kinetic Energy
     -  part_eroded_internal_energy: TimeFreq_steps Part Eroded Internal Energy
     -  part_eroded_kinetic_energy: TimeFreq_steps Part Eroded Kinetic Energy
     -  part_added_mass: TimeFreq_steps Part Added Mass
     -  part_momentum: TimeFreq_steps Part Momentum
     -  part_rigid_body_velocity: TimeFreq_steps Part Rigid Body Velocity
     -  interface_contact_mass: TimeFreq_steps Interface Contact Mass
     -  interface_contact_force: TimeFreq_steps Interface Contact Force
     -  secforc_force_x: TimeFreq_steps Secforc Force X
     -  secforc_force_y: TimeFreq_steps Secforc Force Y
     -  secforc_force_z: TimeFreq_steps Secforc Force Z
     -  secforc_force_total: TimeFreq_steps Secforc Force Total
     -  secforc_moment_x: TimeFreq_steps Secforc Moment X
     -  secforc_moment_y: TimeFreq_steps Secforc Moment Y
     -  secforc_moment_z: TimeFreq_steps Secforc Moment Z
     -  secforc_moment_total: TimeFreq_steps Secforc Moment Total
     -  secforc_centroid_x: TimeFreq_steps Secforc Centroid X
     -  secforc_centroid_y: TimeFreq_steps Secforc Centroid Y
     -  secforc_centroid_z: TimeFreq_steps Secforc Centroid Z
     -  secforc_area: TimeFreq_steps Secforc Area
     -  nodout_acceleration_rx: TimeFreq_steps Nodout Acceleration Rx
     -  nodout_acceleration_ry: TimeFreq_steps Nodout Acceleration Ry
     -  nodout_acceleration_rz: TimeFreq_steps Nodout Acceleration Rz
     -  nodout_acceleration_x: TimeFreq_steps Nodout Acceleration X
     -  nodout_acceleration_y: TimeFreq_steps Nodout Acceleration Y
     -  nodout_acceleration_z: TimeFreq_steps Nodout Acceleration Z
     -  nodout_displacement_rx: TimeFreq_steps Nodout Displacement Rx
     -  nodout_displacement_ry: TimeFreq_steps Nodout Displacement Ry
     -  nodout_displacement_rz: TimeFreq_steps Nodout Displacement Rz
     -  nodout_displacement_x: TimeFreq_steps Nodout Displacement X
     -  nodout_displacement_y: TimeFreq_steps Nodout Displacement Y
     -  nodout_displacement_z: TimeFreq_steps Nodout Displacement Z
     -  nodout_velocity_rx: TimeFreq_steps Nodout Velocity Rx
     -  nodout_velocity_ry: TimeFreq_steps Nodout Velocity Ry
     -  nodout_velocity_rz: TimeFreq_steps Nodout Velocity Rz
     -  nodout_velocity_x: TimeFreq_steps Nodout Velocity X
     -  nodout_velocity_y: TimeFreq_steps Nodout Velocity Y
     -  nodout_velocity_z: TimeFreq_steps Nodout Velocity Z
     -  nodout_coordinate_x: TimeFreq_steps Nodout Coordinate X
     -  nodout_coordinate_y: TimeFreq_steps Nodout Coordinate Y
     -  nodout_coordinate_z: TimeFreq_steps Nodout Coordinate Z
     -  abstat_density: TimeFreq_steps Abstat Density
     -  abstat_input_mass_flow_rate_from_inflator: TimeFreq_steps Abstat Input Mass Flow Rate From Inflator
     -  abstat_leak_out_mass_flow_rate_from_vent_holes_and_fabric_porous_leakage: TimeFreq_steps Abstat Leak Out Mass Flow Rate From Vent Holes And Fabric Porous Leakage
     -  abstat_leak_out_mass_flow_rate_from_vent_holes: TimeFreq_steps Abstat Leak Out Mass Flow Rate From Vent Holes
     -  abstat_leak_out_mass_flow_rate_from_fabric_porous_leakage: TimeFreq_steps Abstat Leak Out Mass Flow Rate From Fabric Porous Leakage
     -  abstat_gas_temperature: TimeFreq_steps Abstat Gas Temperature
     -  abstat_internal_energy: TimeFreq_steps Abstat Internal Energy
     -  abstat_pressure: TimeFreq_steps Abstat Pressure
     -  abstat_reaction_force: TimeFreq_steps Abstat Reaction Force
     -  abstat_area_surface: TimeFreq_steps Abstat Area Surface
     -  abstat_area_total_mass: TimeFreq_steps Abstat Area Total Mass
     -  abstat_area_volume: TimeFreq_steps Abstat Area Volume
------------------------------
DPF  Meshed Region:
  1 nodes
  Unit:
------------------------------
DPF  Time/Freq Support:
  Number of sets: 2002
Cumulative     Frequency ()   LoadStep       Substep
1              0.000000       1              1
2              0.008897       2              1
3              0.097868       3              1
4              0.106765       4              1
5              0.195737       5              1
6              0.204634       6              1
7              0.293605       7              1
8              0.302502       8              1
9              0.391474       9              1
10             0.400371       10             1
11             0.498239       11             1
12             0.507136       12             1
13             0.596107       13             1
14             0.605004       14             1
15             0.693976       15             1
16             0.702873       16             1
17             0.791844       17             1
18             0.800741       18             1
19             0.898610       19             1
20             0.907507       20             1
21             0.996478       21             1
22             1.005375       22             1
23             1.094346       23             1
24             1.103243       24             1
25             1.192215       25             1
26             1.201112       26             1
27             1.298980       27             1
28             1.307877       28             1
29             1.396849       29             1
30             1.405746       30             1
31             1.494717       31             1
32             1.503614       32             1
33             1.592585       33             1
34             1.601483       34             1
35             1.699351       35             1
36             1.708248       36             1
37             1.797219       37             1
38             1.806116       38             1
39             1.895088       39             1
40             1.903985       40             1
41             1.992956       41             1
42             2.001853       42             1
43             2.099721       43             1
44             2.108618       44             1
45             2.197590       45             1
46             2.206487       46             1
47             2.295462       47             1
48             2.304362       48             1
49             2.393364       49             1
50             2.402261       50             1
51             2.491304       51             1
52             2.500201       52             1
53             2.598073       53             1
54             2.606983       54             1
55             2.696023       55             1
56             2.704934       56             1
57             2.794000       57             1
58             2.802911       58             1
59             2.891951       59             1
60             2.900861       60             1
61             2.998879       61             1
62             3.007790       62             1
63             3.096866       63             1
64             3.105777       64             1
65             3.194883       65             1
66             3.203794       66             1
67             3.292901       67             1
68             3.301811       68             1
69             3.399788       69             1
70             3.408699       70             1
71             3.497805       71             1
72             3.506716       72             1
73             3.595823       73             1
74             3.604733       74             1
75             3.693840       75             1
76             3.702751       76             1
77             3.791857       77             1
78             3.800768       78             1
79             3.898755       79             1
80             3.907665       80             1
81             3.996773       81             1
82             4.005683       82             1
83             4.094749       83             1
84             4.103660       84             1
85             4.192767       85             1
86             4.201678       86             1
87             4.299624       87             1
88             4.308535       88             1
89             4.397628       89             1
90             4.406539       90             1
91             4.495646       91             1
92             4.504557       92             1
93             4.593663       93             1
94             4.602574       94             1
95             4.691681       95             1
96             4.700592       96             1
97             4.798609       97             1
98             4.807520       98             1
99             4.896627       99             1
100            4.905538       100            1
101            4.994594       101            1
102            5.003504       102            1
103            5.092611       103            1
104            5.101522       104            1
105            5.199547       105            1
106            5.208459       106            1
107            5.297572       107            1
108            5.306483       108            1
109            5.395590       109            1
110            5.404501       110            1
111            5.493581       111            1
112            5.502492       112            1
113            5.591599       113            1
114            5.600510       114            1
115            5.698528       115            1
116            5.707439       116            1
117            5.796547       117            1
118            5.805458       118            1
119            5.894565       119            1
120            5.903475       120            1
121            5.992583       121            1
122            6.001493       122            1
123            6.099511       123            1
124            6.108422       124            1
125            6.197529       125            1
126            6.206440       126            1
127            6.295547       127            1
128            6.304458       128            1
129            6.393566       129            1
130            6.402476       130            1
131            6.491584       131            1
132            6.500494       132            1
133            6.598444       133            1
134            6.607341       134            1
135            6.696421       135            1
136            6.705332       136            1
137            6.794439       137            1
138            6.803350       138            1
139            6.892458       139            1
140            6.901369       140            1
141            6.999387       141            1
142            7.008299       142            1
143            7.097407       143            1
144            7.106318       144            1
145            7.195426       145            1
146            7.204337       146            1
147            7.293445       147            1
148            7.302355       148            1
149            7.391466       149            1
150            7.400377       150            1
151            7.498406       151            1
152            7.507318       152            1
153            7.596435       153            1
154            7.605347       154            1
155            7.694464       155            1
156            7.703375       156            1
157            7.792492       157            1
158            7.801404       158            1
159            7.899434       159            1
160            7.908345       160            1
161            7.997462       161            1
162            8.006374       162            1
163            8.095469       163            1
164            8.104369       164            1
165            8.193441       165            1
166            8.202342       166            1
167            8.291460       167            1
168            8.300357       168            1
169            8.398328       169            1
170            8.407240       170            1
171            8.496346       171            1
172            8.505246       172            1
173            8.594317       173            1
174            8.603230       174            1
175            8.692324       175            1
176            8.701236       176            1
177            8.799255       177            1
178            8.808166       178            1
179            8.897273       179            1
180            8.906184       180            1
181            8.995292       181            1
182            9.004202       182            1
183            9.093309       183            1
184            9.102221       184            1
185            9.191328       185            1
186            9.200238       186            1
187            9.298257       187            1
188            9.307167       188            1
189            9.396275       189            1
190            9.405186       190            1
191            9.494293       191            1
192            9.503203       192            1
193            9.592311       193            1
194            9.601222       194            1
195            9.699240       195            1
196            9.708151       196            1
197            9.797258       197            1
198            9.806169       198            1
199            9.895276       199            1
200            9.904187       200            1
201            9.993294       201            1
202            10.002205      202            1
203            10.091312      203            1
204            10.100224      204            1
205            10.198241      205            1
206            10.207151      206            1
207            10.296259      207            1
208            10.305170      208            1
209            10.394279      209            1
210            10.403189      210            1
211            10.492304      211            1
212            10.501216      212            1
213            10.599245      213            1
214            10.608157      214            1
215            10.697274      215            1
216            10.706186      216            1
217            10.795304      217            1
218            10.804215      218            1
219            10.893333      219            1
220            10.902245      220            1
221            10.991363      221            1
222            11.000275      222            1
223            11.098304      223            1
224            11.107215      224            1
225            11.196333      225            1
226            11.205245      226            1
227            11.294362      227            1
228            11.303274      228            1
229            11.392391      229            1
230            11.401303      230            1
231            11.499333      231            1
232            11.508245      232            1
233            11.597363      233            1
234            11.606274      234            1
235            11.695392      235            1
236            11.704304      236            1
237            11.793422      237            1
238            11.802333      238            1
239            11.891449      239            1
240            11.900359      240            1
241            11.998384      241            1
242            12.007294      242            1
243            12.096347      243            1
244            12.105259      244            1
245            12.194366      245            1
246            12.203276      246            1
247            12.292382      247            1
248            12.301292      248            1
249            12.399310      249            1
250            12.408221      250            1
251            12.497328      251            1
252            12.506238      252            1
253            12.595345      253            1
254            12.604255      254            1
255            12.693352      255            1
256            12.702262      256            1
257            12.791368      257            1
258            12.800280      258            1
259            12.898229      259            1
260            12.907125      260            1
261            12.996218      261            1
262            13.005129      262            1
263            13.094235      263            1
264            13.103146      264            1
265            13.192252      265            1
266            13.201163      266            1
267            13.299180      267            1
268            13.308091      268            1
269            13.397198      269            1
270            13.406108      270            1
271            13.495215      271            1
272            13.504128      272            1
273            13.593246      273            1
274            13.602159      274            1
275            13.691278      275            1
276            13.700190      276            1
277            13.798222      277            1
278            13.807134      278            1
279            13.896254      279            1
280            13.905166      280            1
281            13.994215      281            1
282            14.003116      282            1
283            14.092141      283            1
284            14.101042      284            1
285            14.198971      285            1
286            14.207870      286            1
287            14.296902      287            1
288            14.305802      288            1
289            14.394816      289            1
290            14.403717      290            1
291            14.492726      291            1
292            14.501623      292            1
293            14.599604      293            1
294            14.608504      294            1
295            14.697553      295            1
296            14.706450      296            1
297            14.795456      297            1
298            14.804366      298            1
299            14.893403      299            1
300            14.902300      300            1
301            14.991365      301            1
302            15.000277      302            1
303            15.098253      303            1
304            15.107150      304            1
305            15.196204      305            1
306            15.205114      306            1
307            15.294127      307            1
308            15.303024      308            1
309            15.392003      309            1
310            15.400900      310            1
311            15.498770      311            1
312            15.507667      312            1
313            15.596642      313            1
314            15.605539      314            1
315            15.694518      315            1
316            15.703419      316            1
317            15.792427      317            1
318            15.801324      318            1
319            15.899206      319            1
320            15.908117      320            1
321            15.997162      321            1
322            16.006063      322            1
323            16.095060      323            1
324            16.103958      324            1
325            16.192940      325            1
326            16.201836      326            1
327            16.299715      327            1
328            16.308613      328            1
329            16.397587      329            1
330            16.406485      330            1
331            16.495459      331            1
332            16.504356      332            1
333            16.593330      333            1
334            16.602228      334            1
335            16.691200      335            1
336            16.700098      336            1
337            16.797968      337            1
338            16.806864      338            1
339            16.895941      339            1
340            16.904840      340            1
341            16.993937      341            1
342            17.002836      342            1
343            17.091888      343            1
344            17.100786      344            1
345            17.198776      345            1
346            17.207687      346            1
347            17.296793      347            1
348            17.305695      348            1
349            17.394678      349            1
350            17.403576      350            1
351            17.492554      351            1
352            17.501465      352            1
353            17.599354      353            1
354            17.608252      354            1
355            17.697252      355            1
356            17.706154      356            1
357            17.795135      357            1
358            17.804033      358            1
359            17.893005      359            1
360            17.901901      360            1
361            17.999775      361            1
362            18.008673      362            1
363            18.097645      363            1
364            18.106543      364            1
365            18.195517      365            1
366            18.204412      366            1
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1566           78.201965      1566           1
1567           78.299225      1567           1
1568           78.302826      1568           1
1569           78.396614      1569           1
1570           78.400230      1570           1
1571           78.498070      1571           1
1572           78.501701      1572           1
1573           78.596519      1573           1
1574           78.600182      1574           1
1575           78.699333      1575           1
1576           78.703018      1576           1
1577           78.799156      1577           1
1578           78.802864      1578           1
1579           78.895920      1579           1
1580           78.899651      1580           1
1581           78.997055      1581           1
1582           79.000816      1582           1
1583           79.098854      1583           1
1584           79.102638      1584           1
1585           79.197380      1585           1
1586           79.201180      1586           1
1587           79.296219      1587           1
1588           79.300026      1588           1
1589           79.399139      1589           1
1590           79.402962      1590           1
1591           79.498566      1591           1
1592           79.502396      1592           1
1593           79.598297      1593           1
1594           79.602135      1594           1
1595           79.698227      1595           1
1596           79.702072      1596           1
1597           79.798187      1597           1
1598           79.802032      1598           1
1599           79.897949      1599           1
1600           79.901779      1600           1
1601           79.997330      1601           1
1602           80.001144      1602           1
1603           80.096260      1603           1
1604           80.100060      1604           1
1605           80.198669      1605           1
1606           80.202461      1606           1
1607           80.297554      1607           1
1608           80.301369      1608           1
1609           80.397369      1609           1
1610           80.401230      1610           1
1611           80.498566      1611           1
1612           80.502487      1612           1
1613           80.597290      1613           1
1614           80.601265      1614           1
1615           80.697189      1615           1
1616           80.701202      1616           1
1617           80.797874      1617           1
1618           80.801910      1618           1
1619           80.898842      1619           1
1620           80.902878      1620           1
1621           80.995499      1621           1
1622           80.999519      1622           1
1623           81.095490      1623           1
1624           81.099472      1624           1
1625           81.198395      1625           1
1626           81.202332      1626           1
1627           81.295998      1627           1
1628           81.299866      1628           1
1629           81.395844      1629           1
1630           81.399643      1630           1
1631           81.497581      1631           1
1632           81.501312      1632           1
1633           81.597313      1633           1
1634           81.600975      1634           1
1635           81.698814      1635           1
1636           81.702408      1636           1
1637           81.798645      1637           1
1638           81.802177      1638           1
1639           81.897079      1639           1
1640           81.900574      1640           1
1641           81.997871      1641           1
1642           82.001335      1642           1
1643           82.097832      1643           1
1644           82.101265      1644           1
1645           82.197243      1645           1
1646           82.200668      1646           1
1647           82.296303      1647           1
1648           82.299713      1648           1
1649           82.398483      1649           1
1650           82.401886      1650           1
1651           82.497002      1651           1
1652           82.500397      1652           1
1653           82.598633      1653           1
1654           82.602013      1654           1
1655           82.696518      1655           1
1656           82.699890      1656           1
1657           82.797386      1657           1
1658           82.800743      1658           1
1659           82.897896      1659           1
1660           82.901245      1660           1
1661           82.998161      1661           1
1662           83.001503      1662           1
1663           83.098282      1663           1
1664           83.101624      1664           1
1665           83.198311      1665           1
1666           83.201645      1666           1
1667           83.298271      1667           1
1668           83.301598      1668           1
1669           83.398163      1669           1
1670           83.401489      1670           1
1671           83.497871      1671           1
1672           83.501190      1672           1
1673           83.597122      1673           1
1674           83.600418      1674           1
1675           83.698853      1675           1
1676           83.702118      1676           1
1677           83.796303      1677           1
1678           83.799530      1678           1
1679           83.899185      1679           1
1680           83.902390      1680           1
1681           83.998177      1681           1
1682           84.001358      1682           1
1683           84.097023      1683           1
1684           84.100212      1684           1
1685           84.196312      1685           1
1686           84.199532      1686           1
1687           84.296509      1687           1
1688           84.299759      1688           1
1689           84.397743      1689           1
1690           84.401024      1690           1
1691           84.496628      1691           1
1692           84.499939      1692           1
1693           84.596344      1693           1
1694           84.599678      1694           1
1695           84.696762      1695           1
1696           84.700119      1696           1
1697           84.797684      1697           1
1698           84.801056      1698           1
1699           84.898834      1699           1
1700           84.902206      1700           1
1701           84.996559      1701           1
1702           84.999931      1702           1
1703           85.097366      1703           1
1704           85.100723      1704           1
1705           85.197601      1705           1
1706           85.200928      1706           1
1707           85.296936      1707           1
1708           85.300224      1708           1
1709           85.398407      1709           1
1710           85.401657      1710           1
1711           85.498558      1711           1
1712           85.501770      1712           1
1713           85.597412      1713           1
1714           85.600586      1714           1
1715           85.698296      1715           1
1716           85.701431      1716           1
1717           85.798248      1717           1
1718           85.801361      1718           1
1719           85.897491      1719           1
1720           85.900581      1720           1
1721           85.999207      1721           1
1722           86.002274      1722           1
1723           86.097252      1723           1
1724           86.100304      1724           1
1725           86.197800      1725           1
1726           86.200836      1726           1
1727           86.297852      1727           1
1728           86.300873      1728           1
1729           86.397476      1729           1
1730           86.400490      1730           1
1731           86.496696      1731           1
1732           86.499695      1732           1
1733           86.598503      1733           1
1734           86.601494      1734           1
1735           86.696907      1735           1
1736           86.699883      1736           1
1737           86.797882      1737           1
1738           86.800850      1738           1
1739           86.898445      1739           1
1740           86.901398      1740           1
1741           86.998558      1741           1
1742           87.001495      1742           1
1743           87.098228      1743           1
1744           87.101151      1744           1
1745           87.197449      1745           1
1746           87.200356      1746           1
1747           87.299103      1747           1
1748           87.301994      1748           1
1749           87.397354      1749           1
1750           87.400238      1750           1
1751           87.498009      1751           1
1752           87.500877      1752           1
1753           87.598175      1753           1
1754           87.601028      1754           1
1755           87.697823      1755           1
1756           87.700661      1756           1
1757           87.796829      1757           1
1758           87.799644      1758           1
1759           87.897827      1759           1
1760           87.900620      1760           1
1761           87.997841      1761           1
1762           88.000610      1762           1
1763           88.096748      1763           1
1764           88.099480      1764           1
1765           88.197258      1765           1
1766           88.199959      1766           1
1767           88.296837      1767           1
1768           88.299522      1768           1
1769           88.398468      1769           1
1770           88.401131      1770           1
1771           88.497032      1771           1
1772           88.499695      1772           1
1773           88.598061      1773           1
1774           88.600716      1774           1
1775           88.698975      1775           1
1776           88.701630      1776           1
1777           88.797234      1777           1
1778           88.799889      1778           1
1779           88.898125      1779           1
1780           88.900780      1780           1
1781           88.998909      1781           1
1782           89.001556      1782           1
1783           89.096809      1783           1
1784           89.099449      1784           1
1785           89.196999      1785           1
1786           89.199631      1786           1
1787           89.296768      1787           1
1788           89.299385      1788           1
1789           89.398796      1789           1
1790           89.401405      1790           1
1791           89.497932      1791           1
1792           89.500534      1792           1
1793           89.596710      1793           1
1794           89.599304      1794           1
1795           89.697548      1795           1
1796           89.700119      1796           1
1797           89.797577      1797           1
1798           89.800133      1798           1
1799           89.899040      1799           1
1800           89.901566      1800           1
1801           89.999130      1801           1
1802           90.001610      1802           1
1803           90.097702      1803           1
1804           90.100151      1804           1
1805           90.197128      1805           1
1806           90.199532      1806           1
1807           90.297394      1807           1
1808           90.299759      1808           1
1809           90.398682      1809           1
1810           90.401016      1810           1
1811           90.498909      1811           1
1812           90.501228      1812           1
1813           90.598305      1813           1
1814           90.600609      1814           1
1815           90.696991      1815           1
1816           90.699280      1816           1
1817           90.797256      1817           1
1818           90.799522      1818           1
1819           90.898933      1819           1
1820           90.901184      1820           1
1821           90.997368      1821           1
1822           90.999596      1822           1
1823           91.099159      1823           1
1824           91.101357      1824           1
1825           91.197655      1825           1
1826           91.199829      1826           1
1827           91.297287      1827           1
1828           91.299438      1828           1
1829           91.398048      1829           1
1830           91.400177      1830           1
1831           91.497818      1831           1
1832           91.499931      1832           1
1833           91.598694      1833           1
1834           91.600784      1834           1
1835           91.698486      1835           1
1836           91.700554      1836           1
1837           91.799164      1837           1
1838           91.801201      1838           1
1839           91.898529      1839           1
1840           91.900543      1840           1
1841           91.994476      1841           1
1842           91.999649      1842           1
1843           92.093620      1843           1
1844           92.099930      1844           1
1845           92.194557      1845           1
1846           92.200867      1846           1
1847           92.295479      1847           1
1848           92.301788      1848           1
1849           92.396393      1849           1
1850           92.402695      1850           1
1851           92.497284      1851           1
1852           92.503593      1852           1
1853           92.598167      1853           1
1854           92.604469      1854           1
1855           92.699028      1855           1
1856           92.705330      1856           1
1857           92.793571      1857           1
1858           92.799873      1858           1
1859           92.894409      1859           1
1860           92.900711      1860           1
1861           92.995239      1861           1
1862           93.001541      1862           1
1863           93.096054      1863           1
1864           93.102356      1864           1
1865           93.196861      1865           1
1866           93.203163      1866           1
1867           93.297661      1867           1
1868           93.303963      1868           1
1869           93.398453      1869           1
1870           93.404747      1870           1
1871           93.492920      1871           1
1872           93.499222      1872           1
1873           93.593674      1873           1
1874           93.599968      1874           1
1875           93.694130      1875           1
1876           93.700340      1876           1
1877           93.798470      1877           1
1878           93.804520      1878           1
1879           93.894218      1879           1
1880           93.900131      1880           1
1881           93.993454      1881           1
1882           93.999214      1882           1
1883           94.095642      1883           1
1884           94.101227      1884           1
1885           94.194656      1885           1
1886           94.200058      1886           1
1887           94.295464      1887           1
1888           94.300659      1888           1
1889           94.397217      1889           1
1890           94.402184      1890           1
1891           94.499069      1891           1
1892           94.503792      1892           1
1893           94.595764      1893           1
1894           94.600235      1894           1
1895           94.695816      1895           1
1896           94.700272      1896           1
1897           94.796463      1897           1
1898           94.801163      1898           1
1899           94.897522      1899           1
1900           94.902451      1900           1
1901           94.998192      1901           1
1902           95.003334      1902           1
1903           95.097672      1903           1
1904           95.103004      1904           1
1905           95.195129      1905           1
1906           95.200623      1906           1
1907           95.295425      1907           1
1908           95.301079      1908           1
1909           95.398483      1909           1
1910           95.404289      1910           1
1911           95.498398      1911           1
1912           95.504356      1912           1
1913           95.594734      1913           1
1914           95.600830      1914           1
1915           95.693306      1915           1
1916           95.699539      1916           1
1917           95.794113      1917           1
1918           95.800484      1918           1
1919           95.896873      1919           1
1920           95.903358      1920           1
1921           95.994904      1921           1
1922           96.001495      1922           1
1923           96.094551      1923           1
1924           96.101250      1924           1
1925           96.195740      1925           1
1926           96.202538      1926           1
1927           96.298393      1927           1
1928           96.305290      1928           1
1929           96.395454      1929           1
1930           96.402435      1930           1
1931           96.493706      1931           1
1932           96.500771      1932           1
1933           96.593170      1933           1
1934           96.600319      1934           1
1935           96.693840      1935           1
1936           96.701073      1936           1
1937           96.795700      1937           1
1938           96.803024      1938           1
1939           96.898735      1939           1
1940           96.906143      1940           1
1941           96.995483      1941           1
1942           97.002975      1942           1
1943           97.098320      1943           1
1944           97.104607      1944           1
1945           97.197815      1945           1
1946           97.204727      1946           1
1947           97.295593      1947           1
1948           97.301880      1948           1
1949           97.391281      1949           1
1950           97.399094      1950           1
1951           97.493439      1951           1
1952           97.501350      1952           1
1953           97.596687      1953           1
1954           97.604630      1954           1
1955           97.691605      1955           1
1956           97.699478      1956           1
1957           97.797691      1957           1
1958           97.804039      1958           1
1959           97.898926      1959           1
1960           97.905212      1960           1
1961           97.993690      1961           1
1962           98.000038      1962           1
1963           98.094635      1963           1
1964           98.100922      1964           1
1965           98.195473      1965           1
1966           98.201759      1966           1
1967           98.296059      1967           1
1968           98.302345      1968           1
1969           98.396629      1969           1
1970           98.402916      1970           1
1971           98.497223      1971           1
1972           98.503510      1972           1
1973           98.597824      1973           1
1974           98.604111      1974           1
1975           98.698425      1975           1
1976           98.704712      1976           1
1977           98.799034      1977           1
1978           98.805321      1978           1
1979           98.893364      1979           1
1980           98.899651      1980           1
1981           98.993980      1981           1
1982           99.000267      1982           1
1983           99.094604      1983           1
1984           99.100891      1984           1
1985           99.195229      1985           1
1986           99.201515      1986           1
1987           99.295860      1987           1
1988           99.302155      1988           1
1989           99.396500      1989           1
1990           99.402786      1990           1
1991           99.497131      1991           1
1992           99.503426      1992           1
1993           99.597763      1993           1
1994           99.604057      1994           1
1995           99.698402      1995           1
1996           99.704689      1996           1
1997           99.799042      1997           1
1998           99.805336      1998           1
1999           99.893394      1999           1
2000           99.899689      2000           1
2001           99.993752      2001           1
2002           99.999969      2002           1

In this case, the Unit System is not attached to the data_source, but it can be directly assigned to the results. As we are employing the dpf.Model API, we only need to assign the Unit System once (the Model will assign it for the rest of the results).

Results from the matsum branch of the binout file are a FieldsContainer on a LabelSpace comprised by part IDs. Extract part kinetic energy for all parts:

PKE_op = model.results.part_kinetic_energy()
PKE_op.inputs.unit_system.connect(dpf.unit_systems.solver_mks)
PKE = PKE_op.eval()
print(PKE)
DPF  Fields Container
  with 129 field(s)
  defined on labels: part

  with:
  - field 0 {part:  1} with TimeFreq_steps location, 1 components and 101 entities.
  - field 1 {part:  2} with TimeFreq_steps location, 1 components and 101 entities.
  - field 2 {part:  3} with TimeFreq_steps location, 1 components and 101 entities.
  - field 3 {part:  4} with TimeFreq_steps location, 1 components and 101 entities.
  - field 4 {part:  5} with TimeFreq_steps location, 1 components and 101 entities.
  - field 5 {part:  6} with TimeFreq_steps location, 1 components and 101 entities.
  - field 6 {part:  7} with TimeFreq_steps location, 1 components and 101 entities.
  - field 7 {part:  8} with TimeFreq_steps location, 1 components and 101 entities.
  - field 8 {part:  9} with TimeFreq_steps location, 1 components and 101 entities.
  - field 9 {part:  10} with TimeFreq_steps location, 1 components and 101 entities.
  - field 10 {part:  11} with TimeFreq_steps location, 1 components and 101 entities.
  - field 11 {part:  12} with TimeFreq_steps location, 1 components and 101 entities.
  - field 12 {part:  13} with TimeFreq_steps location, 1 components and 101 entities.
  - field 13 {part:  14} with TimeFreq_steps location, 1 components and 101 entities.
  - field 14 {part:  15} with TimeFreq_steps location, 1 components and 101 entities.
  - field 15 {part:  16} with TimeFreq_steps location, 1 components and 101 entities.
  - field 16 {part:  17} with TimeFreq_steps location, 1 components and 101 entities.
  - field 17 {part:  18} with TimeFreq_steps location, 1 components and 101 entities.
  - field 18 {part:  19} with TimeFreq_steps location, 1 components and 101 entities.
  - field 19 {part:  20} with TimeFreq_steps location, 1 components and 101 entities.
  - field 20 {part:  21} with TimeFreq_steps location, 1 components and 101 entities.
  - field 21 {part:  22} with TimeFreq_steps location, 1 components and 101 entities.
  - field 22 {part:  23} with TimeFreq_steps location, 1 components and 101 entities.
  - field 23 {part:  24} with TimeFreq_steps location, 1 components and 101 entities.
  - field 24 {part:  25} with TimeFreq_steps location, 1 components and 101 entities.
  - field 25 {part:  26} with TimeFreq_steps location, 1 components and 101 entities.
  - field 26 {part:  27} with TimeFreq_steps location, 1 components and 101 entities.
  - field 27 {part:  28} with TimeFreq_steps location, 1 components and 101 entities.
  - field 28 {part:  29} with TimeFreq_steps location, 1 components and 101 entities.
  - field 29 {part:  30} with TimeFreq_steps location, 1 components and 101 entities.
  - field 30 {part:  31} with TimeFreq_steps location, 1 components and 101 entities.
  - field 31 {part:  32} with TimeFreq_steps location, 1 components and 101 entities.
  - field 32 {part:  33} with TimeFreq_steps location, 1 components and 101 entities.
  - field 33 {part:  34} with TimeFreq_steps location, 1 components and 101 entities.
  - field 34 {part:  35} with TimeFreq_steps location, 1 components and 101 entities.
  - field 35 {part:  36} with TimeFreq_steps location, 1 components and 101 entities.
  - field 36 {part:  37} with TimeFreq_steps location, 1 components and 101 entities.
  - field 37 {part:  38} with TimeFreq_steps location, 1 components and 101 entities.
  - field 38 {part:  39} with TimeFreq_steps location, 1 components and 101 entities.
  - field 39 {part:  40} with TimeFreq_steps location, 1 components and 101 entities.
  - field 40 {part:  41} with TimeFreq_steps location, 1 components and 101 entities.
  - field 41 {part:  42} with TimeFreq_steps location, 1 components and 101 entities.
  - field 42 {part:  43} with TimeFreq_steps location, 1 components and 101 entities.
  - field 43 {part:  44} with TimeFreq_steps location, 1 components and 101 entities.
  - field 44 {part:  45} with TimeFreq_steps location, 1 components and 101 entities.
  - field 45 {part:  46} with TimeFreq_steps location, 1 components and 101 entities.
  - field 46 {part:  47} with TimeFreq_steps location, 1 components and 101 entities.
  - field 47 {part:  48} with TimeFreq_steps location, 1 components and 101 entities.
  - field 48 {part:  49} with TimeFreq_steps location, 1 components and 101 entities.
  - field 49 {part:  50} with TimeFreq_steps location, 1 components and 101 entities.
  - field 50 {part:  51} with TimeFreq_steps location, 1 components and 101 entities.
  - field 51 {part:  52} with TimeFreq_steps location, 1 components and 101 entities.
  - field 52 {part:  53} with TimeFreq_steps location, 1 components and 101 entities.
  - field 53 {part:  54} with TimeFreq_steps location, 1 components and 101 entities.
  - field 54 {part:  55} with TimeFreq_steps location, 1 components and 101 entities.
  - field 55 {part:  56} with TimeFreq_steps location, 1 components and 101 entities.
  - field 56 {part:  57} with TimeFreq_steps location, 1 components and 101 entities.
  - field 57 {part:  58} with TimeFreq_steps location, 1 components and 101 entities.
  - field 58 {part:  59} with TimeFreq_steps location, 1 components and 101 entities.
  - field 59 {part:  60} with TimeFreq_steps location, 1 components and 101 entities.
  - field 60 {part:  61} with TimeFreq_steps location, 1 components and 101 entities.
  - field 61 {part:  62} with TimeFreq_steps location, 1 components and 101 entities.
  - field 62 {part:  63} with TimeFreq_steps location, 1 components and 101 entities.
  - field 63 {part:  64} with TimeFreq_steps location, 1 components and 101 entities.
  - field 64 {part:  65} with TimeFreq_steps location, 1 components and 101 entities.
  - field 65 {part:  66} with TimeFreq_steps location, 1 components and 101 entities.
  - field 66 {part:  67} with TimeFreq_steps location, 1 components and 101 entities.
  - field 67 {part:  68} with TimeFreq_steps location, 1 components and 101 entities.
  - field 68 {part:  69} with TimeFreq_steps location, 1 components and 101 entities.
  - field 69 {part:  70} with TimeFreq_steps location, 1 components and 101 entities.
  - field 70 {part:  71} with TimeFreq_steps location, 1 components and 101 entities.
  - field 71 {part:  72} with TimeFreq_steps location, 1 components and 101 entities.
  - field 72 {part:  73} with TimeFreq_steps location, 1 components and 101 entities.
  - field 73 {part:  74} with TimeFreq_steps location, 1 components and 101 entities.
  - field 74 {part:  75} with TimeFreq_steps location, 1 components and 101 entities.
  - field 75 {part:  76} with TimeFreq_steps location, 1 components and 101 entities.
  - field 76 {part:  77} with TimeFreq_steps location, 1 components and 101 entities.
  - field 77 {part:  78} with TimeFreq_steps location, 1 components and 101 entities.
  - field 78 {part:  79} with TimeFreq_steps location, 1 components and 101 entities.
  - field 79 {part:  80} with TimeFreq_steps location, 1 components and 101 entities.
  - field 80 {part:  81} with TimeFreq_steps location, 1 components and 101 entities.
  - field 81 {part:  82} with TimeFreq_steps location, 1 components and 101 entities.
  - field 82 {part:  83} with TimeFreq_steps location, 1 components and 101 entities.
  - field 83 {part:  84} with TimeFreq_steps location, 1 components and 101 entities.
  - field 84 {part:  85} with TimeFreq_steps location, 1 components and 101 entities.
  - field 85 {part:  86} with TimeFreq_steps location, 1 components and 101 entities.
  - field 86 {part:  87} with TimeFreq_steps location, 1 components and 101 entities.
  - field 87 {part:  88} with TimeFreq_steps location, 1 components and 101 entities.
  - field 88 {part:  89} with TimeFreq_steps location, 1 components and 101 entities.
  - field 89 {part:  90} with TimeFreq_steps location, 1 components and 101 entities.
  - field 90 {part:  91} with TimeFreq_steps location, 1 components and 101 entities.
  - field 91 {part:  92} with TimeFreq_steps location, 1 components and 101 entities.
  - field 92 {part:  93} with TimeFreq_steps location, 1 components and 101 entities.
  - field 93 {part:  301} with TimeFreq_steps location, 1 components and 101 entities.
  - field 94 {part:  303} with TimeFreq_steps location, 1 components and 101 entities.
  - field 95 {part:  304} with TimeFreq_steps location, 1 components and 101 entities.
  - field 96 {part:  305} with TimeFreq_steps location, 1 components and 101 entities.
  - field 97 {part:  306} with TimeFreq_steps location, 1 components and 101 entities.
  - field 98 {part:  307} with TimeFreq_steps location, 1 components and 101 entities.
  - field 99 {part:  308} with TimeFreq_steps location, 1 components and 101 entities.
  - field 100 {part:  309} with TimeFreq_steps location, 1 components and 101 entities.
  - field 101 {part:  310} with TimeFreq_steps location, 1 components and 101 entities.
  - field 102 {part:  311} with TimeFreq_steps location, 1 components and 101 entities.
  - field 103 {part:  312} with TimeFreq_steps location, 1 components and 101 entities.
  - field 104 {part:  718} with TimeFreq_steps location, 1 components and 101 entities.
  - field 105 {part:  1500} with TimeFreq_steps location, 1 components and 101 entities.
  - field 106 {part:  1501} with TimeFreq_steps location, 1 components and 101 entities.
  - field 107 {part:  1502} with TimeFreq_steps location, 1 components and 101 entities.
  - field 108 {part:  1503} with TimeFreq_steps location, 1 components and 101 entities.
  - field 109 {part:  1504} with TimeFreq_steps location, 1 components and 101 entities.
  - field 110 {part:  1505} with TimeFreq_steps location, 1 components and 101 entities.
  - field 111 {part:  1506} with TimeFreq_steps location, 1 components and 101 entities.
  - field 112 {part:  1507} with TimeFreq_steps location, 1 components and 101 entities.
  - field 113 {part:  1508} with TimeFreq_steps location, 1 components and 101 entities.
  - field 114 {part:  1509} with TimeFreq_steps location, 1 components and 101 entities.
  - field 115 {part:  1510} with TimeFreq_steps location, 1 components and 101 entities.
  - field 116 {part:  1511} with TimeFreq_steps location, 1 components and 101 entities.
  - field 117 {part:  1512} with TimeFreq_steps location, 1 components and 101 entities.
  - field 118 {part:  1513} with TimeFreq_steps location, 1 components and 101 entities.
  - field 119 {part:  1514} with TimeFreq_steps location, 1 components and 101 entities.
  - field 120 {part:  1515} with TimeFreq_steps location, 1 components and 101 entities.
  - field 121 {part:  1516} with TimeFreq_steps location, 1 components and 101 entities.
  - field 122 {part:  1517} with TimeFreq_steps location, 1 components and 101 entities.
  - field 123 {part:  1518} with TimeFreq_steps location, 1 components and 101 entities.
  - field 124 {part:  1519} with TimeFreq_steps location, 1 components and 101 entities.
  - field 125 {part:  1520} with TimeFreq_steps location, 1 components and 101 entities.
  - field 126 {part:  1521} with TimeFreq_steps location, 1 components and 101 entities.
  - field 127 {part:  1522} with TimeFreq_steps location, 1 components and 101 entities.
  - field 128 {part:  1523} with TimeFreq_steps location, 1 components and 101 entities.

Extract part internal energy for only a selected number of parts.

part_sco = dpf.Scoping(ids=[50, 1522], location="part")
PIE_op = model.results.part_internal_energy()
PIE_op.inputs.entity_scoping.connect(part_sco)
PIE = PIE_op.eval()

Plot part kinetic and internal energy for a selection of parts. In this case, the TimeFreqSupport of the matsum branch does not have all the time steps in the binout file. Thus, a rescoping operation is needed:

rescope_op = dpf.operators.scoping.rescope()
rescope_op.inputs.fields.connect(PKE.time_freq_support.time_frequencies)
rescope_op.inputs.mesh_scoping.connect(PKE[0].scoping)
t_field = rescope_op.outputs.fields_as_field()
t_vals = t_field.data

plt.plot(t_vals, PKE.get_field({"part": 50}).data, label="Kinetic, Part 50")
plt.plot(t_vals, PKE.get_field({"part": 1522}).data, label="Kinetic, Part 1522")
plt.plot(t_vals, PIE.get_field({"part": 50}).data, label="Internal, Part 50")
plt.plot(t_vals, PIE.get_field({"part": 1522}).data, label="Internal, Part 1522")
plt.xlabel("Time ({:s})".format(t_field.unit))
plt.ylabel("Energy ({:s})".format(PIE.get_field({"part": 50}).unit))
plt.legend()
plt.show()
02 lsdyna operators

Similarly, results from the rcforc branch of the binout file are a FieldsContainer on a LabelSpace comprised by interface IDs. Extract interface contact force for only one interface.

interface_sco = dpf.Scoping(ids=[19], location="interface")
FC_op = model.results.interface_contact_force()
FC_op.inputs.entity_scoping.connect(interface_sco)
FC = FC_op.eval()
print(FC)
DPF  Fields Container
  with 2 field(s)
  defined on labels: idtype interface

  with:
  - field 0 {interface:  19, idtype:  0} with TimeFreq_steps location, 3 components and 1001 entities.
  - field 1 {interface:  19, idtype:  1} with TimeFreq_steps location, 3 components and 1001 entities.

In addition to interface, the FieldsContainer is scoped on idtype (0 for the master side of the interface, 1 for the slave). Contact force is a vector, and the three components are available.

rescope_op = dpf.operators.scoping.rescope()
rescope_op.inputs.fields.connect(FC.time_freq_support.time_frequencies)
rescope_op.inputs.mesh_scoping.connect(FC[0].scoping)
t_field = rescope_op.outputs.fields_as_field()
t_vals = t_field.data

FX = FC.select_component(0)
FY = FC.select_component(1)
FZ = FC.select_component(2)

plt.plot(t_vals, FX.get_field({"interface": 19, "idtype": 0}).data, label="FX, slave")
plt.plot(t_vals, FX.get_field({"interface": 19, "idtype": 1}).data, label="FX, master")
plt.plot(t_vals, FY.get_field({"interface": 19, "idtype": 0}).data, label="FY, slave")
plt.plot(t_vals, FY.get_field({"interface": 19, "idtype": 1}).data, label="FY, master")
plt.plot(t_vals, FZ.get_field({"interface": 19, "idtype": 0}).data, label="FZ, slave")
plt.plot(t_vals, FZ.get_field({"interface": 19, "idtype": 1}).data, label="FZ, master")
plt.xlabel("Time ({:s})".format(t_field.unit))
plt.xlim([0, 10])
plt.ylabel("Contact Force ({:s})".format(FX.get_field({"interface": 19, "idtype": 0}).unit))
plt.legend()
plt.show()
02 lsdyna operators

Total running time of the script: (0 minutes 8.146 seconds)

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