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Message #25500
[Question #696923]: Cross-section image
New question #696923 on Yade:
https://answers.launchpad.net/yade/+question/696923
Hi,
How can I take a 2D cross -section image of my compacts. Similar to a X-ray computed microtomography (XμCT).
Best,
MIthu
Here is my code:
#!/usr/bin/env python
#encoding: ascii
# Testing of the Deformation Enginge with Luding Contact Law
# Modified Oedometric Test
# The reference paper [Haustein2017]
from __future__ import print_function
from yade import utils, plot, timing
from yade import pack
import pandas as pd
o = Omega()
# Physical parameters
fr = 0.54
rho = 1050
Diameter = 0.000079
D=Diameter
r1 = Diameter
r2 = Diameter
k1 = 126000
kp = 12.0*k1
kc = k1 * 0.1
ks = k1 * 0.1
DeltaPMax = Diameter/3.0
Chi1 = 0.34
o.dt = 1.0e-10
particleMass = 4.0/3.0*math.pi*r1*r1*r1*rho
Vi1 = math.sqrt(k1/particleMass)*DeltaPMax*Chi1
PhiF1=0.999
#PhiF1 = DeltaPMax*(kp-k1)*(r1+r2)/(kp*2*r1*r2)
Tab_rad=0.0017
Tab_height=0.0075
Comp_press=3e8
cross_area=math.pi*(Tab_rad**2)
Comp_force=Comp_press*cross_area
#*************************************
# Add material
mat1 = O.materials.append(LudingMat(frictionAngle=fr, density=rho, k1=k1, kp=kp, ks=ks, kc=kc, PhiF=PhiF1, G0 = 0.0))
# Spheres for compression
sp=pack.SpherePack()
sp.makeCloud((-15.0*Diameter,-15.0*Diameter,-40*Diameter),(15.0*Diameter,15.0*Diameter,40.0*Diameter), rMean=Diameter/2.0,rRelFuzz=.18)
#cyl = pack.inCylinder((0,0,0),(0,0,40*Diameter),40*Diameter-0.006)
#sp = pack.filterSpherePack(cyl,sp,True,material=mat1)
sp.toSimulation(material=mat1)
##No of particles
count = 0
for b in O.bodies:
if isinstance(b.shape, Sphere):
count +=1
##Mass of particles
m_p=count
######################################################################
#O.bodies.append(geom.facetBox((0,0,0), (4.0*Diameter,4.0*Diameter,4.0*Diameter), wallMask=63-32, material=mat1))
walls=O.bodies.append(yade.geom.facetCylinder((0,0,0),radius=Tab_rad,height=Tab_height,segmentsNumber=20,wallMask=6,material=mat1))
df = pd.DataFrame(columns=['time','porosity_mid_d','porosity_mid_d3'])
df.to_csv('PH101_rev.csv')
from csv import writer
def append_list_as_row(file_name, list_of_elem):
# Open file in append mode
with open(file_name, 'a+', newline='') as write_obj:
# Create a writer object from csv module
csv_writer = writer(write_obj)
# Add contents of list as last row in the csv file
csv_writer.writerow(list_of_elem)
df = pd.DataFrame(columns=['Start_point','End_point','Volume','Porosity'])
df.to_csv('PH101_rev.csv')
from csv import writer
def append_list_as_row(file_name, list_of_elem):
# Open file in append mode
with open(file_name, 'a+', newline='') as write_obj:
# Create a writer object from csv module
csv_writer = writer(write_obj)
# Add contents of list as last row in the csv file
csv_writer.writerow(list_of_elem)
# Add engines
o.engines = [
ForceResetter(),
InsertionSortCollider([Bo1_Sphere_Aabb(aabbEnlargeFactor=1.05),
Bo1_Wall_Aabb(),
Bo1_Facet_Aabb()
]),
InteractionLoop(
[Ig2_Sphere_Sphere_ScGeom(interactionDetectionFactor=1.05),
Ig2_Facet_Sphere_ScGeom(),
Ig2_Wall_Sphere_ScGeom()],
[Ip2_LudingMat_LudingMat_LudingPhys()],
[Law2_ScGeom_LudingPhys_Basic()]
),
NewtonIntegrator(damping=0.1, gravity=[0, 0, -9.81]),
#VTKRecorder(fileName='vtk-',recorders=['all'],iterPeriod=10000),
PyRunner(command='checkForce()', realPeriod=1, label="fCheck"),
DeformControl(label="DefControl")
]
def checkForce():
# at the very start, unbalanced force can be low as there is only few
# contacts, but it does not mean the packing is stable
if O.iter < 1000:
return
# the rest will be run only if unbalanced is < .1 (stabilized packing)
timing.reset()
#if unbalancedForce() > 0.2:
# return
# add plate at upper box side
highSphere = 0.0
for b in O.bodies:
if highSphere < b.state.pos[2] and isinstance(b.shape, Sphere):
highSphere = b.state.pos[2]
else:
pass
O.bodies.append(wall(highSphere+0.5*Diameter, axis=2, sense=-1, material=mat1))
# without this line, the plate variable would only exist inside this
# function
global plate
plate = O.bodies[-1] # the last particles is the plate
# Wall objects are "fixed" by default, i.e. not subject to forces
# prescribing a velocity will therefore make it move at constant velocity
# (downwards)
plate.state.vel = (0, 0, -30)
# start plotting the data now, it was not interesting before
O.engines = O.engines + [PyRunner(command='addPlotData()', iterPeriod=1000)]
# next time, do not call this function anymore, but the next one
# (unloadPlate) instead
fCheck.command = 'unloadPlate()'
def unloadPlate():
# if the force on plate exceeds maximum load, start unloading
# if abs(O.forces.f(plate.id)[2]) > 5e-2:
if abs(O.forces.f(plate.id)[2]) > Comp_force:
plate.state.vel *= -1
# next time, do not call this function anymore, but the next one
# (stopUnloading) instead
fCheck.command = 'stopUnloading()'
def stopUnloading():
if abs(O.forces.f(plate.id)[2]) < Comp_force:
# O.tags can be used to retrieve unique identifiers of the simulation
# if running in batch, subsequent simulation would overwrite each other's output files otherwise
# d (or description) is simulation description (composed of parameter values)
# while the id is composed of time and process number
# plot.saveDataTxt(O.tags['d.id'] + '.txt')
plot.saveDataTxt('data'+ O.tags['id'] +'.txt')
print(timing.stats())
O.pause()
#unsat=TwoPhaseFlowEngine()
#unsat.initialization()
#por=unsat.getCellPorosity(10)
def addPlotData():
if not isinstance(O.bodies[-1].shape, Wall):
plot.addData()
return
Fz = O.forces.f(plate.id)[2]
plot.addData(
Fz=Fz,
w=plate.state.pos[2] - (-4*Diameter),
unbalanced=unbalancedForce(),
i=O.iter
)
def defVisualizer():
with open("data.dat","a") as f:
for b in O.bodies:
if isinstance(b.shape, Sphere):
rData = "{x},{y},{z},{r},{w}\t".format(x = b.state.pos[0],
y = b.state.pos[1],
z = b.state.pos[2],
r = b.shape.radius + b.state.dR,
w = plate.state.pos[2]
)
f.write(rData)
f.write("\n")
O.timingEnabled=True
O.run(1, True)
plot.plots={'w':('Fz', None)}
plot.plot()
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