Note
Go to the end to download the full example code.
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 results 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: Custom: 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)
(None, <pyvista.plotting.plotter.Plotter object at 0x00000242AF8F7650>)
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)
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 Global_Kinetic_Energy(s)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()
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_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
- sbtout_belt_force: TimeFreq_steps Sbtout Belt Force
- sbtout_belt_length: TimeFreq_steps Sbtout Belt Length
- sbtout_retractor_force: TimeFreq_steps Sbtout Retractor Force
- sbtout_retractor_pullout: TimeFreq_steps Sbtout Retractor Pullout
- sbtout_slipring: TimeFreq_steps Sbtout Slipring
- jntforc_force_x: TimeFreq_steps Jntforc Force X
- jntforc_force_y: TimeFreq_steps Jntforc Force Y
- jntforc_force_z: TimeFreq_steps Jntforc Force Z
- jntforc_moment_x: TimeFreq_steps Jntforc Moment X
- jntforc_moment_y: TimeFreq_steps Jntforc Moment Y
- jntforc_moment_z: TimeFreq_steps Jntforc Moment Z
- jntforc_resultant_force: TimeFreq_steps Jntforc Resultant Force
- jntforc_resultant_moment: TimeFreq_steps Jntforc Resultant Moment
- jntforc_joint_energy: TimeFreq_steps Jntforc Joint Energy
- bndout_rbdout_dircos_11: TimeFreq_steps Bndout Rbdout Dircos 11
- bndout_rbdout_dircos_12: TimeFreq_steps Bndout Rbdout Dircos 12
- bndout_rbdout_dircos_13: TimeFreq_steps Bndout Rbdout Dircos 13
- bndout_rbdout_dircos_21: TimeFreq_steps Bndout Rbdout Dircos 21
- bndout_rbdout_dircos_22: TimeFreq_steps Bndout Rbdout Dircos 22
- bndout_rbdout_dircos_23: TimeFreq_steps Bndout Rbdout Dircos 23
- bndout_rbdout_dircos_31: TimeFreq_steps Bndout Rbdout Dircos 31
- bndout_rbdout_dircos_32: TimeFreq_steps Bndout Rbdout Dircos 32
- bndout_rbdout_dircos_33: TimeFreq_steps Bndout Rbdout Dircos 33
- bndout_rbdout_global_acceleration: TimeFreq_steps Bndout Rbdout Global Acceleration
- bndout_rbdout_rotation_acceleration: TimeFreq_steps Bndout Rbdout Rotation Acceleration
- bndout_rbdout_dircos_rotation_displacement: TimeFreq_steps Bndout Rbdout Dircos Rotation Displacement
- bndout_rbdout_rotation_velocity: TimeFreq_steps Bndout Rbdout Rotation Velocity
- bndout_rbdout_global_velocity: TimeFreq_steps Bndout Rbdout Global Velocity
- bndout_rbdout_global_coordinate: TimeFreq_steps Bndout Rbdout Global Coordinate
- bndout_rbdout_location_acceleration: TimeFreq_steps Bndout Rbdout Location Acceleration
- bndout_rbdout_local_displacement: TimeFreq_steps Bndout Rbdout Local Displacement
- bndout_rbdout_local_rotation_acceleration: TimeFreq_steps Bndout Rbdout Local Rotation Acceleration
- bndout_rbdout_local_rotation_displacement: TimeFreq_steps Bndout Rbdout Local Rotation Displacement
- bndout_rbdout_local_velocity: TimeFreq_steps Bndout Rbdout Local Velocity
- bndout_rbdout_local_acceleration: TimeFreq_steps Bndout Rbdout Local Acceleration
- bndout_sleout_friction_energy: TimeFreq_steps Bndout Sleout Friction Energy
- bndout_sleout_master: TimeFreq_steps Bndout Sleout Master
- bndout_sleout_slave: TimeFreq_steps Bndout Sleout Slave
- bndout_sleout_slavemaster: TimeFreq_steps Bndout Sleout Slavemaster
- bndout_sleout_total_energy: TimeFreq_steps Bndout Sleout Total Energy
- bndout_sleout_total_friction: TimeFreq_steps Bndout Sleout Total Friction
- bndout_sleout_total_master: TimeFreq_steps Bndout Sleout Total Master
- bndout_sleout_total_slave: TimeFreq_steps Bndout Sleout Total Slave
------------------------------
DPF Meshed Region:
1 nodes
Unit:
------------------------------
DPF Time/Freq Support:
Number of sets: 8411
Cumulative Frequency () LoadStep Substep
1 0.000000 1 1
2 0.097868 1 2
3 0.195737 1 3
4 0.293605 1 4
5 0.391474 1 5
6 0.498239 1 6
7 0.596107 1 7
8 0.693976 1 8
9 0.791844 1 9
10 0.898610 1 10
11 0.996478 1 11
12 1.094346 1 12
13 1.192215 1 13
14 1.298980 1 14
15 1.396849 1 15
16 1.494717 1 16
17 1.592585 1 17
18 1.699351 1 18
19 1.797219 1 19
20 1.895088 1 20
21 1.992956 1 21
22 2.099721 1 22
23 2.197590 1 23
24 2.295462 1 24
25 2.393364 1 25
26 2.491304 1 26
27 2.598073 1 27
28 2.696023 1 28
29 2.794000 1 29
30 2.891951 1 30
31 2.998879 1 31
32 3.096866 1 32
33 3.194883 1 33
34 3.292901 1 34
35 3.399788 1 35
36 3.497805 1 36
37 3.595823 1 37
38 3.693840 1 38
39 3.791857 1 39
40 3.898755 1 40
41 3.996773 1 41
42 4.094749 1 42
43 4.192767 1 43
44 4.299624 1 44
45 4.397628 1 45
46 4.495646 1 46
47 4.593663 1 47
48 4.691681 1 48
49 4.798609 1 49
50 4.896627 1 50
51 4.994594 1 51
52 5.092611 1 52
53 5.199547 1 53
54 5.297572 1 54
55 5.395590 1 55
56 5.493581 1 56
57 5.591599 1 57
58 5.698528 1 58
59 5.796547 1 59
60 5.894565 1 60
61 5.992583 1 61
62 6.099511 1 62
63 6.197529 1 63
64 6.295547 1 64
65 6.393566 1 65
66 6.491584 1 66
67 6.598444 1 67
68 6.696421 1 68
69 6.794439 1 69
70 6.892458 1 70
71 6.999387 1 71
72 7.097407 1 72
73 7.195426 1 73
74 7.293445 1 74
75 7.391466 1 75
76 7.498406 1 76
77 7.596435 1 77
78 7.694464 1 78
79 7.792492 1 79
80 7.899434 1 80
81 7.997462 1 81
82 8.095469 1 82
83 8.193441 1 83
84 8.291460 1 84
85 8.398328 1 85
86 8.496346 1 86
87 8.594317 1 87
88 8.692324 1 88
89 8.799255 1 89
90 8.897273 1 90
91 8.995292 1 91
92 9.093309 1 92
93 9.191328 1 93
94 9.298257 1 94
95 9.396275 1 95
96 9.494293 1 96
97 9.592311 1 97
98 9.699240 1 98
99 9.797258 1 99
100 9.895276 1 100
101 9.993294 1 101
102 10.091312 1 102
103 10.198241 1 103
104 10.296259 1 104
105 10.394279 1 105
106 10.492304 1 106
107 10.599245 1 107
108 10.697274 1 108
109 10.795304 1 109
110 10.893333 1 110
111 10.991363 1 111
112 11.098304 1 112
113 11.196333 1 113
114 11.294362 1 114
115 11.392391 1 115
116 11.499333 1 116
117 11.597363 1 117
118 11.695392 1 118
119 11.793422 1 119
120 11.891449 1 120
121 11.998384 1 121
122 12.096347 1 122
123 12.194366 1 123
124 12.292382 1 124
125 12.399310 1 125
126 12.497328 1 126
127 12.595345 1 127
128 12.693352 1 128
129 12.791368 1 129
130 12.898229 1 130
131 12.996218 1 131
132 13.094235 1 132
133 13.192252 1 133
134 13.299180 1 134
135 13.397198 1 135
136 13.495215 1 136
137 13.593246 1 137
138 13.691278 1 138
139 13.798222 1 139
140 13.896254 1 140
141 13.994215 1 141
142 14.092141 1 142
143 14.198971 1 143
144 14.296902 1 144
145 14.394816 1 145
146 14.492726 1 146
147 14.599604 1 147
148 14.697553 1 148
149 14.795456 1 149
150 14.893403 1 150
151 14.991365 1 151
152 15.098253 1 152
153 15.196204 1 153
154 15.294127 1 154
155 15.392003 1 155
156 15.498770 1 156
157 15.596642 1 157
158 15.694518 1 158
159 15.792427 1 159
160 15.899206 1 160
161 15.997162 1 161
162 16.095060 1 162
163 16.192940 1 163
164 16.299715 1 164
165 16.397587 1 165
166 16.495459 1 166
167 16.593330 1 167
168 16.691200 1 168
169 16.797968 1 169
170 16.895941 1 170
171 16.993937 1 171
172 17.091888 1 172
173 17.198776 1 173
174 17.296793 1 174
175 17.394678 1 175
176 17.492554 1 176
177 17.599354 1 177
178 17.697252 1 178
179 17.795135 1 179
180 17.893005 1 180
181 17.999775 1 181
182 18.097645 1 182
183 18.195517 1 183
184 18.293386 1 184
185 18.391256 1 185
186 18.498024 1 186
187 18.595894 1 187
188 18.693762 1 188
189 18.791632 1 189
190 18.898399 1 190
191 18.996269 1 191
192 19.094139 1 192
193 19.192009 1 193
194 19.298775 1 194
195 19.396645 1 195
196 19.494514 1 196
197 19.592386 1 197
198 19.699152 1 198
199 19.797024 1 199
200 19.894894 1 200
201 19.992764 1 201
202 20.099531 1 202
203 20.197401 1 203
204 20.295271 1 204
205 20.393141 1 205
206 20.499907 1 206
207 20.597776 1 207
208 20.695646 1 208
209 20.793518 1 209
210 20.891388 1 210
211 20.998158 1 211
212 21.096027 1 212
213 21.193899 1 213
214 21.291771 1 214
215 21.398764 1 215
216 21.498735 1 216
217 21.599386 1 217
218 21.698536 1 218
219 21.798298 1 219
220 21.898647 1 220
221 21.999575 1 221
222 22.098860 1 222
223 22.198702 1 223
224 22.299099 1 224
225 22.400043 1 225
226 22.499275 1 226
227 22.599031 1 227
228 22.699329 1 228
229 22.797865 1 229
230 22.899208 1 230
231 22.998747 1 231
232 23.098791 1 232
233 23.199358 1 233
234 23.298098 1 234
235 23.399715 1 235
236 23.499483 1 236
237 23.599775 1 237
238 23.698185 1 238
239 23.799513 1 239
240 23.898933 1 240
241 23.998865 1 241
242 24.099319 1 242
243 24.197836 1 243
244 24.299360 1 244
245 24.398956 1 245
246 24.499113 1 246
247 24.599850 1 247
248 24.698679 1 248
249 24.798164 1 249
250 24.898348 1 250
251 24.999241 1 251
252 25.098253 1 252
253 25.198011 1 253
254 25.298561 1 254
255 25.399933 1 255
256 25.499472 1 256
257 25.599909 1 257
258 25.698580 1 258
259 25.798267 1 259
260 25.899038 1 260
261 25.998114 1 261
262 26.098392 1 262
263 26.199966 1 263
264 26.299913 1 264
265 26.398115 1 265
266 26.497496 1 266
267 26.598053 1 267
268 26.699776 1 268
269 26.799532 1 269
270 26.897236 1 270
271 26.999231 1 271
272 27.099184 1 272
273 27.197046 1 273
274 27.299398 1 274
275 27.399677 1 275
276 27.497784 1 276
277 27.597071 1 277
278 27.697582 1 278
279 27.799368 1 279
280 27.898903 1 280
281 27.999710 1 281
282 28.098152 1 282
283 28.197824 1 283
284 28.298733 1 284
285 28.397083 1 285
286 28.496624 1 286
287 28.597397 1 287
288 28.699442 1 288
289 28.798777 1 289
290 28.899324 1 290
291 28.997013 1 291
292 29.100006 1 292
293 29.195889 1 293
294 29.297098 1 294
295 29.399496 1 295
296 29.498739 1 296
297 29.599081 1 297
298 29.696087 1 298
299 29.798573 1 299
300 29.897617 1 300
301 29.997641 1 301
302 30.098639 1 302
303 30.195957 1 303
304 30.298866 1 304
305 30.398010 1 305
306 30.498035 1 306
307 30.598740 1 307
308 30.697105 1 308
309 30.796635 1 309
310 30.896976 1 310
311 30.996698 1 311
312 31.095596 1 312
313 31.197756 1 313
314 31.298031 1 314
315 31.395048 1 315
316 31.497917 1 316
317 31.596348 1 317
318 31.695446 1 318
319 31.795191 1 319
320 31.895548 1 320
321 31.996508 1 321
322 32.098083 1 322
323 32.194904 1 323
324 32.297726 1 324
325 32.395702 1 325
326 32.499683 1 326
327 32.598660 1 327
328 32.698044 1 328
329 32.797794 1 329
330 32.897907 1 330
331 32.998405 1 331
332 33.099312 1 332
333 33.195011 1 333
334 33.296768 1 334
335 33.398956 1 335
336 33.495861 1 336
337 33.598877 1 337
338 33.696568 1 338
339 33.794651 1 339
340 33.898952 1 340
341 33.997894 1 341
342 34.097282 1 342
343 34.197136 1 343
344 34.297470 1 344
345 34.398304 1 345
346 34.499653 1 346
347 34.595516 1 347
348 34.697891 1 348
349 34.794743 1 349
350 34.898186 1 350
351 34.996063 1 351
352 35.094463 1 352
353 35.199596 1 353
354 35.299114 1 354
355 35.399197 1 355
356 35.499851 1 356
357 35.594730 1 357
358 35.695652 1 358
359 35.799515 1 359
360 35.899506 1 360
361 35.995525 1 361
362 36.098106 1 362
363 36.195683 1 363
364 36.297588 1 364
365 36.397541 1 365
366 36.496498 1 366
367 36.598366 1 367
368 36.698254 1 368
369 36.799324 1 369
370 36.898586 1 370
371 36.997723 1 371
372 37.098717 1 372
373 37.198433 1 373
374 37.299068 1 374
375 37.397396 1 375
376 37.498909 1 376
377 37.597363 1 377
378 37.698647 1 378
379 37.799484 1 379
380 37.899643 1 380
381 37.998882 1 381
382 38.096966 1 382
383 38.197273 1 383
384 38.299793 1 384
385 38.396961 1 385
386 38.499851 1 386
387 38.596916 1 387
388 38.699688 1 388
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1800 79.798187 2 799
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1900 89.797577 2 899
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1911 90.898933 2 910
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1914 91.197655 2 913
1915 91.297287 2 914
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1917 91.497818 2 916
1918 91.598694 2 917
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1920 91.799164 2 919
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1929 92.699028 2 928
1930 92.793571 2 929
1931 92.894409 2 930
1932 92.995239 2 931
1933 93.096054 2 932
1934 93.196861 2 933
1935 93.297661 2 934
1936 93.398453 2 935
1937 93.492920 2 936
1938 93.593674 2 937
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1965 96.298393 2 964
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1974 97.197815 2 973
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1987 98.497223 2 986
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1989 98.698425 2 988
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2015 11.998384 3 13
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2019 15.997162 3 17
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7997 58.596508 11 587
7998 58.693451 11 588
7999 58.792042 11 589
8000 58.893253 11 590
8001 58.993610 11 591
8002 59.097088 11 592
8003 59.195107 11 593
8004 59.294846 11 594
8005 59.398270 11 595
8006 59.496750 11 596
8007 59.595139 11 597
8008 59.698166 11 598
8009 59.798031 11 599
8010 59.898396 11 600
8011 59.996727 11 601
8012 60.099335 11 602
8013 60.198711 11 603
8014 60.297974 11 604
8015 60.396893 11 605
8016 60.499100 11 606
8017 60.595608 11 607
8018 60.698551 11 608
8019 60.799133 11 609
8020 60.899158 11 610
8021 60.998318 11 611
8022 61.098686 11 612
8023 61.195549 11 613
8024 61.295708 11 614
8025 61.399109 11 615
8026 61.498520 11 616
8027 61.598572 11 617
8028 61.699268 11 618
8029 61.798626 11 619
8030 61.898388 11 620
8031 61.996387 11 621
8032 62.097511 11 622
8033 62.196812 11 623
8034 62.296928 11 624
8035 62.397636 11 625
8036 62.498623 11 626
8037 62.598114 11 627
8038 62.698845 11 628
8039 62.797821 11 629
8040 62.897034 11 630
8041 62.997009 11 631
8042 63.099350 11 632
8043 63.197098 11 633
8044 63.297955 11 634
8045 63.397018 11 635
8046 63.497719 11 636
8047 63.597069 11 637
8048 63.698181 11 638
8049 63.797832 11 639
8050 63.899082 11 640
8051 63.998466 11 641
8052 64.099220 11 642
8053 64.198006 11 643
8054 64.298363 11 644
8055 64.396996 11 645
8056 64.497734 11 646
8057 64.597267 11 647
8058 64.699341 11 648
8059 64.797836 11 649
8060 64.895775 11 650
8061 64.999107 11 651
8062 65.096153 11 652
8063 65.194511 11 653
8064 65.294067 11 654
8065 65.394691 11 655
8066 65.496292 11 656
8067 65.598442 11 657
8068 65.695824 11 658
8069 65.797157 11 659
8070 65.896500 11 660
8071 65.998512 11 661
8072 66.095955 11 662
8073 66.196014 11 663
8074 66.297638 11 664
8075 66.398659 11 665
8076 66.497978 11 666
8077 66.596672 11 667
8078 66.696022 11 668
8079 66.797050 11 669
8080 66.897072 11 670
8081 66.996864 11 671
8082 67.096977 11 672
8083 67.197739 11 673
8084 67.299347 11 674
8085 67.398209 11 675
8086 67.498039 11 676
8087 67.599007 11 677
8088 67.697502 11 678
8089 67.797569 11 679
8090 67.895668 11 680
8091 67.996025 11 681
8092 68.098991 11 682
8093 68.195976 11 683
8094 68.299057 11 684
8095 68.399063 11 685
8096 68.495331 11 686
8097 68.596405 11 687
8098 68.697884 11 688
8099 68.795311 11 689
8100 68.897575 11 690
8101 68.995827 11 691
8102 69.099022 11 692
8103 69.194160 11 693
8104 69.295479 11 694
8105 69.396385 11 695
8106 69.495796 11 696
8107 69.598282 11 697
8108 69.695694 11 698
8109 69.799469 11 699
8110 69.898781 11 700
8111 69.996033 11 701
8112 70.096512 11 702
8113 70.197105 11 703
8114 70.297966 11 704
8115 70.399284 11 705
8116 70.497482 11 706
8117 70.596344 11 707
8118 70.695747 11 708
8119 70.799263 11 709
8120 70.899025 11 710
8121 70.999016 11 711
8122 71.095772 11 712
8123 71.197426 11 713
8124 71.296288 11 714
8125 71.396271 11 715
8126 71.497467 11 716
8127 71.595886 11 717
8128 71.695580 11 718
8129 71.796181 11 719
8130 71.897385 11 720
8131 71.999176 11 721
8132 72.097397 11 722
8133 72.196312 11 723
8134 72.295929 11 724
8135 72.396133 11 725
8136 72.496887 11 726
8137 72.598228 11 727
8138 72.695869 11 728
8139 72.798912 11 729
8140 72.898674 11 730
8141 72.997437 11 731
8142 73.095413 11 732
8143 73.196739 11 733
8144 73.298820 11 734
8145 73.398743 11 735
8146 73.496010 11 736
8147 73.598969 11 737
8148 73.698006 11 738
8149 73.798454 11 739
8150 73.898056 11 740
8151 73.997803 11 741
8152 74.098282 11 742
8153 74.196243 11 743
8154 74.298874 11 744
8155 74.399155 11 745
8156 74.497017 11 746
8157 74.596191 11 747
8158 74.696945 11 748
8159 74.795631 11 749
8160 74.895981 11 750
8161 74.997833 11 751
8162 75.097069 11 752
8163 75.197525 11 753
8164 75.299156 11 754
8165 75.397606 11 755
8166 75.496498 11 756
8167 75.595306 11 757
8168 75.698036 11 758
8169 75.796631 11 759
8170 75.899315 11 760
8171 75.998055 11 761
8172 76.097130 11 762
8173 76.196556 11 763
8174 76.296249 11 764
8175 76.396255 11 765
8176 76.496902 11 766
8177 76.598694 11 767
8178 76.697784 11 768
8179 76.798668 11 769
8180 76.896393 11 770
8181 76.998802 11 771
8182 77.095863 11 772
8183 77.195580 11 773
8184 77.297424 11 774
8185 77.396805 11 775
8186 77.497551 11 776
8187 77.595688 11 777
8188 77.699280 11 778
8189 77.797119 11 779
8190 77.897072 11 780
8191 77.995789 11 781
8192 78.097328 11 782
8193 78.198364 11 783
8194 78.299225 11 784
8195 78.396614 11 785
8196 78.498070 11 786
8197 78.596519 11 787
8198 78.699333 11 788
8199 78.799156 11 789
8200 78.895920 11 790
8201 78.997055 11 791
8202 79.098854 11 792
8203 79.197380 11 793
8204 79.296219 11 794
8205 79.399139 11 795
8206 79.498566 11 796
8207 79.598297 11 797
8208 79.698227 11 798
8209 79.798187 11 799
8210 79.897949 11 800
8211 79.997330 11 801
8212 80.096260 11 802
8213 80.198669 11 803
8214 80.297554 11 804
8215 80.397369 11 805
8216 80.498566 11 806
8217 80.597290 11 807
8218 80.697189 11 808
8219 80.797874 11 809
8220 80.898842 11 810
8221 80.995499 11 811
8222 81.095490 11 812
8223 81.198395 11 813
8224 81.295998 11 814
8225 81.395844 11 815
8226 81.497581 11 816
8227 81.597313 11 817
8228 81.698814 11 818
8229 81.798645 11 819
8230 81.897079 11 820
8231 81.997871 11 821
8232 82.097832 11 822
8233 82.197243 11 823
8234 82.296303 11 824
8235 82.398483 11 825
8236 82.497002 11 826
8237 82.598633 11 827
8238 82.696518 11 828
8239 82.797386 11 829
8240 82.897896 11 830
8241 82.998161 11 831
8242 83.098282 11 832
8243 83.198311 11 833
8244 83.298271 11 834
8245 83.398163 11 835
8246 83.497871 11 836
8247 83.597122 11 837
8248 83.698853 11 838
8249 83.796303 11 839
8250 83.899185 11 840
8251 83.998177 11 841
8252 84.097023 11 842
8253 84.196312 11 843
8254 84.296509 11 844
8255 84.397743 11 845
8256 84.496628 11 846
8257 84.596344 11 847
8258 84.696762 11 848
8259 84.797684 11 849
8260 84.898834 11 850
8261 84.996559 11 851
8262 85.097366 11 852
8263 85.197601 11 853
8264 85.296936 11 854
8265 85.398407 11 855
8266 85.498558 11 856
8267 85.597412 11 857
8268 85.698296 11 858
8269 85.798248 11 859
8270 85.897491 11 860
8271 85.999207 11 861
8272 86.097252 11 862
8273 86.197800 11 863
8274 86.297852 11 864
8275 86.397476 11 865
8276 86.496696 11 866
8277 86.598503 11 867
8278 86.696907 11 868
8279 86.797882 11 869
8280 86.898445 11 870
8281 86.998558 11 871
8282 87.098228 11 872
8283 87.197449 11 873
8284 87.299103 11 874
8285 87.397354 11 875
8286 87.498009 11 876
8287 87.598175 11 877
8288 87.697823 11 878
8289 87.796829 11 879
8290 87.897827 11 880
8291 87.997841 11 881
8292 88.096748 11 882
8293 88.197258 11 883
8294 88.296837 11 884
8295 88.398468 11 885
8296 88.497032 11 886
8297 88.598061 11 887
8298 88.698975 11 888
8299 88.797234 11 889
8300 88.898125 11 890
8301 88.998909 11 891
8302 89.096809 11 892
8303 89.196999 11 893
8304 89.296768 11 894
8305 89.398796 11 895
8306 89.497932 11 896
8307 89.596710 11 897
8308 89.697548 11 898
8309 89.797577 11 899
8310 89.899040 11 900
8311 89.999130 11 901
8312 90.097702 11 902
8313 90.197128 11 903
8314 90.297394 11 904
8315 90.398682 11 905
8316 90.498909 11 906
8317 90.598305 11 907
8318 90.696991 11 908
8319 90.797256 11 909
8320 90.898933 11 910
8321 90.997368 11 911
8322 91.099159 11 912
8323 91.197655 11 913
8324 91.297287 11 914
8325 91.398048 11 915
8326 91.497818 11 916
8327 91.598694 11 917
8328 91.698486 11 918
8329 91.799164 11 919
8330 91.898529 11 920
8331 91.994476 11 921
8332 92.093620 11 922
8333 92.194557 11 923
8334 92.295479 11 924
8335 92.396393 11 925
8336 92.497284 11 926
8337 92.598167 11 927
8338 92.699028 11 928
8339 92.793571 11 929
8340 92.894409 11 930
8341 92.995239 11 931
8342 93.096054 11 932
8343 93.196861 11 933
8344 93.297661 11 934
8345 93.398453 11 935
8346 93.492920 11 936
8347 93.593674 11 937
8348 93.694130 11 938
8349 93.798470 11 939
8350 93.894218 11 940
8351 93.993454 11 941
8352 94.095642 11 942
8353 94.194656 11 943
8354 94.295464 11 944
8355 94.397217 11 945
8356 94.499069 11 946
8357 94.595764 11 947
8358 94.695816 11 948
8359 94.796463 11 949
8360 94.897522 11 950
8361 94.998192 11 951
8362 95.097672 11 952
8363 95.195129 11 953
8364 95.295425 11 954
8365 95.398483 11 955
8366 95.498398 11 956
8367 95.594734 11 957
8368 95.693306 11 958
8369 95.794113 11 959
8370 95.896873 11 960
8371 95.994904 11 961
8372 96.094551 11 962
8373 96.195740 11 963
8374 96.298393 11 964
8375 96.395454 11 965
8376 96.493706 11 966
8377 96.593170 11 967
8378 96.693840 11 968
8379 96.795700 11 969
8380 96.898735 11 970
8381 96.995483 11 971
8382 97.098320 11 972
8383 97.197815 11 973
8384 97.295593 11 974
8385 97.391281 11 975
8386 97.493439 11 976
8387 97.596687 11 977
8388 97.691605 11 978
8389 97.797691 11 979
8390 97.898926 11 980
8391 97.993690 11 981
8392 98.094635 11 982
8393 98.195473 11 983
8394 98.296059 11 984
8395 98.396629 11 985
8396 98.497223 11 986
8397 98.597824 11 987
8398 98.698425 11 988
8399 98.799034 11 989
8400 98.893364 11 990
8401 98.993980 11 991
8402 99.094604 11 992
8403 99.195229 11 993
8404 99.295860 11 994
8405 99.396500 11 995
8406 99.497131 11 996
8407 99.597763 11 997
8408 99.698402 11 998
8409 99.799042 11 999
8410 99.893394 11 1000
8411 99.993752 11 1001
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 M_KE(s)Fields Container
with 129 field(s)
defined on labels: part
with:
- field 0 {part: 1} with TimeFreq_sets location, 1 components and 1 entities.
- field 1 {part: 2} with TimeFreq_sets location, 1 components and 1 entities.
- field 2 {part: 3} with TimeFreq_sets location, 1 components and 1 entities.
- field 3 {part: 4} with TimeFreq_sets location, 1 components and 1 entities.
- field 4 {part: 5} with TimeFreq_sets location, 1 components and 1 entities.
- field 5 {part: 6} with TimeFreq_sets location, 1 components and 1 entities.
- field 6 {part: 7} with TimeFreq_sets location, 1 components and 1 entities.
- field 7 {part: 8} with TimeFreq_sets location, 1 components and 1 entities.
- field 8 {part: 9} with TimeFreq_sets location, 1 components and 1 entities.
- field 9 {part: 10} with TimeFreq_sets location, 1 components and 1 entities.
- field 10 {part: 11} with TimeFreq_sets location, 1 components and 1 entities.
- field 11 {part: 12} with TimeFreq_sets location, 1 components and 1 entities.
- field 12 {part: 13} with TimeFreq_sets location, 1 components and 1 entities.
- field 13 {part: 14} with TimeFreq_sets location, 1 components and 1 entities.
- field 14 {part: 15} with TimeFreq_sets location, 1 components and 1 entities.
- field 15 {part: 16} with TimeFreq_sets location, 1 components and 1 entities.
- field 16 {part: 17} with TimeFreq_sets location, 1 components and 1 entities.
- field 17 {part: 18} with TimeFreq_sets location, 1 components and 1 entities.
- field 18 {part: 19} with TimeFreq_sets location, 1 components and 1 entities.
- field 19 {part: 20} with TimeFreq_sets location, 1 components and 1 entities.
- field 20 {part: 21} with TimeFreq_sets location, 1 components and 1 entities.
- field 21 {part: 22} with TimeFreq_sets location, 1 components and 1 entities.
- field 22 {part: 23} with TimeFreq_sets location, 1 components and 1 entities.
- field 23 {part: 24} with TimeFreq_sets location, 1 components and 1 entities.
- field 24 {part: 25} with TimeFreq_sets location, 1 components and 1 entities.
- field 25 {part: 26} with TimeFreq_sets location, 1 components and 1 entities.
- field 26 {part: 27} with TimeFreq_sets location, 1 components and 1 entities.
- field 27 {part: 28} with TimeFreq_sets location, 1 components and 1 entities.
- field 28 {part: 29} with TimeFreq_sets location, 1 components and 1 entities.
- field 29 {part: 30} with TimeFreq_sets location, 1 components and 1 entities.
- field 30 {part: 31} with TimeFreq_sets location, 1 components and 1 entities.
- field 31 {part: 32} with TimeFreq_sets location, 1 components and 1 entities.
- field 32 {part: 33} with TimeFreq_sets location, 1 components and 1 entities.
- field 33 {part: 34} with TimeFreq_sets location, 1 components and 1 entities.
- field 34 {part: 35} with TimeFreq_sets location, 1 components and 1 entities.
- field 35 {part: 36} with TimeFreq_sets location, 1 components and 1 entities.
- field 36 {part: 37} with TimeFreq_sets location, 1 components and 1 entities.
- field 37 {part: 38} with TimeFreq_sets location, 1 components and 1 entities.
- field 38 {part: 39} with TimeFreq_sets location, 1 components and 1 entities.
- field 39 {part: 40} with TimeFreq_sets location, 1 components and 1 entities.
- field 40 {part: 41} with TimeFreq_sets location, 1 components and 1 entities.
- field 41 {part: 42} with TimeFreq_sets location, 1 components and 1 entities.
- field 42 {part: 43} with TimeFreq_sets location, 1 components and 1 entities.
- field 43 {part: 44} with TimeFreq_sets location, 1 components and 1 entities.
- field 44 {part: 45} with TimeFreq_sets location, 1 components and 1 entities.
- field 45 {part: 46} with TimeFreq_sets location, 1 components and 1 entities.
- field 46 {part: 47} with TimeFreq_sets location, 1 components and 1 entities.
- field 47 {part: 48} with TimeFreq_sets location, 1 components and 1 entities.
- field 48 {part: 49} with TimeFreq_sets location, 1 components and 1 entities.
- field 49 {part: 50} with TimeFreq_sets location, 1 components and 1 entities.
- field 50 {part: 51} with TimeFreq_sets location, 1 components and 1 entities.
- field 51 {part: 52} with TimeFreq_sets location, 1 components and 1 entities.
- field 52 {part: 53} with TimeFreq_sets location, 1 components and 1 entities.
- field 53 {part: 54} with TimeFreq_sets location, 1 components and 1 entities.
- field 54 {part: 55} with TimeFreq_sets location, 1 components and 1 entities.
- field 55 {part: 56} with TimeFreq_sets location, 1 components and 1 entities.
- field 56 {part: 57} with TimeFreq_sets location, 1 components and 1 entities.
- field 57 {part: 58} with TimeFreq_sets location, 1 components and 1 entities.
- field 58 {part: 59} with TimeFreq_sets location, 1 components and 1 entities.
- field 59 {part: 60} with TimeFreq_sets location, 1 components and 1 entities.
- field 60 {part: 61} with TimeFreq_sets location, 1 components and 1 entities.
- field 61 {part: 62} with TimeFreq_sets location, 1 components and 1 entities.
- field 62 {part: 63} with TimeFreq_sets location, 1 components and 1 entities.
- field 63 {part: 64} with TimeFreq_sets location, 1 components and 1 entities.
- field 64 {part: 65} with TimeFreq_sets location, 1 components and 1 entities.
- field 65 {part: 66} with TimeFreq_sets location, 1 components and 1 entities.
- field 66 {part: 67} with TimeFreq_sets location, 1 components and 1 entities.
- field 67 {part: 68} with TimeFreq_sets location, 1 components and 1 entities.
- field 68 {part: 69} with TimeFreq_sets location, 1 components and 1 entities.
- field 69 {part: 70} with TimeFreq_sets location, 1 components and 1 entities.
- field 70 {part: 71} with TimeFreq_sets location, 1 components and 1 entities.
- field 71 {part: 72} with TimeFreq_sets location, 1 components and 1 entities.
- field 72 {part: 73} with TimeFreq_sets location, 1 components and 1 entities.
- field 73 {part: 74} with TimeFreq_sets location, 1 components and 1 entities.
- field 74 {part: 75} with TimeFreq_sets location, 1 components and 1 entities.
- field 75 {part: 76} with TimeFreq_sets location, 1 components and 1 entities.
- field 76 {part: 77} with TimeFreq_sets location, 1 components and 1 entities.
- field 77 {part: 78} with TimeFreq_sets location, 1 components and 1 entities.
- field 78 {part: 79} with TimeFreq_sets location, 1 components and 1 entities.
- field 79 {part: 80} with TimeFreq_sets location, 1 components and 1 entities.
- field 80 {part: 81} with TimeFreq_sets location, 1 components and 1 entities.
- field 81 {part: 82} with TimeFreq_sets location, 1 components and 1 entities.
- field 82 {part: 83} with TimeFreq_sets location, 1 components and 1 entities.
- field 83 {part: 84} with TimeFreq_sets location, 1 components and 1 entities.
- field 84 {part: 85} with TimeFreq_sets location, 1 components and 1 entities.
- field 85 {part: 86} with TimeFreq_sets location, 1 components and 1 entities.
- field 86 {part: 87} with TimeFreq_sets location, 1 components and 1 entities.
- field 87 {part: 88} with TimeFreq_sets location, 1 components and 1 entities.
- field 88 {part: 89} with TimeFreq_sets location, 1 components and 1 entities.
- field 89 {part: 90} with TimeFreq_sets location, 1 components and 1 entities.
- field 90 {part: 91} with TimeFreq_sets location, 1 components and 1 entities.
- field 91 {part: 92} with TimeFreq_sets location, 1 components and 1 entities.
- field 92 {part: 93} with TimeFreq_sets location, 1 components and 1 entities.
- field 93 {part: 301} with TimeFreq_sets location, 1 components and 1 entities.
- field 94 {part: 303} with TimeFreq_sets location, 1 components and 1 entities.
- field 95 {part: 304} with TimeFreq_sets location, 1 components and 1 entities.
- field 96 {part: 305} with TimeFreq_sets location, 1 components and 1 entities.
- field 97 {part: 306} with TimeFreq_sets location, 1 components and 1 entities.
- field 98 {part: 307} with TimeFreq_sets location, 1 components and 1 entities.
- field 99 {part: 308} with TimeFreq_sets location, 1 components and 1 entities.
- field 100 {part: 309} with TimeFreq_sets location, 1 components and 1 entities.
- field 101 {part: 310} with TimeFreq_sets location, 1 components and 1 entities.
- field 102 {part: 311} with TimeFreq_sets location, 1 components and 1 entities.
- field 103 {part: 312} with TimeFreq_sets location, 1 components and 1 entities.
- field 104 {part: 718} with TimeFreq_sets location, 1 components and 1 entities.
- field 105 {part: 1500} with TimeFreq_sets location, 1 components and 1 entities.
- field 106 {part: 1501} with TimeFreq_sets location, 1 components and 1 entities.
- field 107 {part: 1502} with TimeFreq_sets location, 1 components and 1 entities.
- field 108 {part: 1503} with TimeFreq_sets location, 1 components and 1 entities.
- field 109 {part: 1504} with TimeFreq_sets location, 1 components and 1 entities.
- field 110 {part: 1505} with TimeFreq_sets location, 1 components and 1 entities.
- field 111 {part: 1506} with TimeFreq_sets location, 1 components and 1 entities.
- field 112 {part: 1507} with TimeFreq_sets location, 1 components and 1 entities.
- field 113 {part: 1508} with TimeFreq_sets location, 1 components and 1 entities.
- field 114 {part: 1509} with TimeFreq_sets location, 1 components and 1 entities.
- field 115 {part: 1510} with TimeFreq_sets location, 1 components and 1 entities.
- field 116 {part: 1511} with TimeFreq_sets location, 1 components and 1 entities.
- field 117 {part: 1512} with TimeFreq_sets location, 1 components and 1 entities.
- field 118 {part: 1513} with TimeFreq_sets location, 1 components and 1 entities.
- field 119 {part: 1514} with TimeFreq_sets location, 1 components and 1 entities.
- field 120 {part: 1515} with TimeFreq_sets location, 1 components and 1 entities.
- field 121 {part: 1516} with TimeFreq_sets location, 1 components and 1 entities.
- field 122 {part: 1517} with TimeFreq_sets location, 1 components and 1 entities.
- field 123 {part: 1518} with TimeFreq_sets location, 1 components and 1 entities.
- field 124 {part: 1519} with TimeFreq_sets location, 1 components and 1 entities.
- field 125 {part: 1520} with TimeFreq_sets location, 1 components and 1 entities.
- field 126 {part: 1521} with TimeFreq_sets location, 1 components and 1 entities.
- field 127 {part: 1522} with TimeFreq_sets location, 1 components and 1 entities.
- field 128 {part: 1523} with TimeFreq_sets location, 1 components and 1 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()
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 R_CF(s)Fields Container
with 2 field(s)
defined on labels: idtype interface
with:
- field 0 {interface: 19, idtype: 0} with TimeFreq_sets location, 3 components and 1 entities.
- field 1 {interface: 19, idtype: 1} with TimeFreq_sets location, 3 components and 1 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, master")
plt.plot(t_vals, FX.get_field({"interface": 19, "idtype": 1}).data, label="FX, slave")
plt.plot(t_vals, FY.get_field({"interface": 19, "idtype": 0}).data, label="FY, master")
plt.plot(t_vals, FY.get_field({"interface": 19, "idtype": 1}).data, label="FY, slave")
plt.plot(t_vals, FZ.get_field({"interface": 19, "idtype": 0}).data, label="FZ, master")
plt.plot(t_vals, FZ.get_field({"interface": 19, "idtype": 1}).data, label="FZ, slave")
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()
Total running time of the script: (0 minutes 32.547 seconds)