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Message #19846
[Question #681194]: I can not get the desired porosity with my PSD
New question #681194 on Yade:
https://answers.launchpad.net/yade/+question/681194
Hello All,
I am trying to generate sphere packing according to a given PSD.
I want to get a porosity=0.375 or e=(triax.porosity)/(1triax.porosity)=0.6
I use num_spheres=1000 and my answer for porosity is 0.4969
I use num_spheres=5000 and my answer for porosity is 0.435
I use num_spheres=15000 and my answer for porosity is 0.411
I use num_spheres=20000 and my answer for porosity is 0.4139
I use num_spheres=30000 and my answer for porosity is 0.4059
I use num_spheres=40000 and my answer for porosity is 0.39
I use num_spheres=50000 and my answer for porosity is 0.39
I use num_spheres=60000 and my answer for porosity is 0.39
How to use this psd to get the desired porosity=0.375 or e=(triax.porosity)/(1triax.porosity)=0.6 ?
=============================================================
import matplotlib; matplotlib.rc('axes',grid=True)
from yade import pack
import pylab
from numpy import *
import matplotlib.pyplot as plt
import math
utils.readParamsFromTable(seed=1,num_spheres=1000,compFricDegree = 0.0)
from yade.params import table
seed=table.seed
num_spheres=table.num_spheres# number of spheres
compFricDegree = table.compFricDegree # initial contact friction during the confining phase (will be decreased during the REFD compaction process)
confiningS=2820
## creat a packing with a specific particle side distribution (PSD)
psdSizes,psdCumm=[0.0011,0.0012,0.0030,0.0059,0.0081,0.0111,0.0133,0.0222,0.0285,0.0371,0.0746,0.1491,0.2982,0.4224],[0.,0.22,0.29,0.36,.45,0.55,0.59,0.69,0.76,0.87,0.94,0.95,0.97,1.0]
sp=pack.SpherePack()
mn,mx=Vector3(0,0,0),Vector3(2.5,2.5,2.5)
sp.makeCloud(minCorner=mn,maxCorner=mx,num=num_spheres,psdSizes=psdSizes,psdCumm=psdCumm,distributeMass=False,seed=seed)
sp.psd(bins=5000,mass=False)
sp.toSimulation
## create material #0, which will be used as default
O.materials.append(FrictMat(young=15e6,poisson=.4,frictionAngle=radians(compFricDegree),density=2600,label='spheres'))
O.materials.append(FrictMat(young=15e6,poisson=.4,frictionAngle=0,density=0,label='frictionless'))
## create walls around the packing
walls=aabbWalls((mn,mx),thickness=0,material='frictionless')
wallIds=O.bodies.append(walls)
O.bodies.append([utils.sphere(center,rad,material='spheres') for center,rad in sp])
print 2*O.bodies[1].shape.radius
print 2*O.bodies[6].shape.radius
triax=TriaxialStressController(
internalCompaction=False,
goal1=confiningS,
goal2=confiningS,
goal3=confiningS,
max_vel=10,
label="triax"
)
newton=NewtonIntegrator(damping=0.4)
O.engines=[
ForceResetter(),
InsertionSortCollider([Bo1_Sphere_Aabb(),Bo1_Box_Aabb()]),
InteractionLoop(
[Ig2_Sphere_Sphere_ScGeom(),Ig2_Box_Sphere_ScGeom()],
[Ip2_FrictMat_FrictMat_FrictPhys()],
[Law2_ScGeom_FrictPhys_CundallStrack()]
),
GlobalStiffnessTimeStepper(active=1,timeStepUpdateInterval=100,timestepSafetyCoefficient=0.8),
triax,
newton
]
O.dt=.1*PWaveTimeStep()
O.dynDt=False
while 1:
O.run(1000, True)
unb=unbalancedForce()
print 'unb: ',unb,' t.p: ',triax.porosity,' n: ',porosity(),' e: ',(triax.porosity)/(1triax.porosity),' Sigma: ',triax.stress(3)[1]
if unb<0.001 and abs(confiningStriax.meanStress)/(confiningS)<0.001:
break
print 'porosity: ',porosity()
print 'triax.porosity',triax.porosity
print 'e: ',(triax.porosity)/(1triax.porosity)
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