File: Collision.py

package info (click to toggle)
yade 2026.1.0-2
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid
  • size: 34,448 kB
  • sloc: cpp: 97,645; python: 52,173; sh: 677; makefile: 162
file content (95 lines) | stat: -rw-r--r-- 2,755 bytes parent folder | download
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
# encoding: utf-8

# default material parameters
readParamsFromTable(
        # no. of your simulation
        key=0,
        # Density
        rho=2450,
        # Exponent of Young's modulus
        E_m=9.3,
        # Poisson's ratio
        nu=0.2,
        # final friction coefficient
        mu=0.4,
        # timestepSafetyCoefficient
        safe=0.1,
)

# import modules
import numpy as np

from yade.params import table
from yade import plot

from grainlearning.tools import write_dict_to_file

# check if run in batch mode
isBatch = runningInBatch()
if isBatch:
	description = O.tags['description']
else:
	description = 'collision_test_run'

# glass bead parameters (units: ug->1e-9kg; mm->1e-3m; ms->1e-3s)
lenScale = 1e3  # length in mm <- 1e-3 m
sigScale = 1  # Stress in ug/(mm*ms^2) <- Pa
rhoScale = 1  # Density in ug/mm^3 <- kg/m^3


# function to save simulation data and stop simulation
def add_sim_data():
	# get interaction force between particle 1 and particle 2
	inter = O.interactions[0, 1]
	# get penetration depth
	u = inter.geom.penetrationDepth
	plot.addData(u=u, f=inter.phys.normalForce.norm())
	# move particle 1
	O.bodies[1].state.pos = O.bodies[1].state.refPos + Vector3(0, 0, -obs_ctrl_data.pop())
	if not obs_ctrl_data:
		data_file_name = f'{description}_sim.txt'
		data_param_name = f'{description}_param.txt'
		# initialize data dictionary
		param_data = {}
		for name in table.__all__:
			param_data[name] = eval('table.' + name)
		# write simulation data into a text file
		write_dict_to_file(plot.data, data_file_name)
		write_dict_to_file(param_data, data_param_name)
		O.pause()


obs_file = "collision_obs.txt"

# define a load sequence
obs_ctrl_data = np.linspace(0.002, 0.01, 81).tolist()
obs_ctrl_data.reverse()

# create dictionary to store simulation data
plot.plots = {'u': 'f'}

# create materials
O.materials.append(FrictMat(young=pow(10, table.E_m), poisson=table.nu, frictionAngle=atan(table.mu), density=table.rho))

# create two particles
O.bodies.append(sphere(Vector3(0, 0, 0), 1, material=0, fixed=True))
O.bodies.append(sphere(Vector3(0, 0, 2), 1, material=0, fixed=True))

# define engines
O.engines = [
        ForceResetter(),
        InsertionSortCollider([Bo1_Sphere_Aabb()]),
        InteractionLoop([Ig2_Sphere_Sphere_ScGeom()], [Ip2_FrictMat_FrictMat_MindlinPhys()], [Law2_ScGeom_MindlinPhys_Mindlin()]),
        NewtonIntegrator(damping=0.0, label='newton'),
        # needs to add module collision before function name
        PyRunner(command='add_sim_data()', iterPeriod=1)
]

# set initial timestep
O.dt = table.safe * PWaveTimeStep()
# move particle 1
O.bodies[1].state.pos = O.bodies[1].state.refPos + Vector3(0, 0, -obs_ctrl_data.pop())

# run DEM simulation
O.run()
waitIfBatch()