def update_material_properties(self, material_properties=None):
if material_properties is not None:
self.material_properties = material_properties
for s in [self.data_manager.s0, self.data_manager.s1]:
for (key, value) in self.material_properties.items():
if type(value) in [int, float]:
mgis_bv.setMaterialProperty(s, key, value)
else:
if isinstance(value, dolfin.Function):
value = value.vector().get_local()
mgis_bv.setMaterialProperty(s, key, value, mgis_bv.MaterialStateManagerStorageMode.LocalStorage)
def __updateMaterialData(self,res):
self.__materData = mgis_bv.MaterialDataManager(behaviour, self.__npts)
for s in [self.__materData.s0, self.__materData.s1]: # material initialization
mgis_bv.setMaterialProperty(s,"YoungModulus",self.mater['young'])
mgis_bv.setMaterialProperty(s,"PoissonRatio",self.mater['poisson'])
mgis_bv.setMaterialProperty(s,"InitYieldStress",self.mater['tau0'])
mgis_bv.setMaterialProperty(s,"ResidualYieldStress",self.mater['taur'])
mgis_bv.setMaterialProperty(s,"SoftenExponent",self.mater['b'])
mgis_bv.setExternalStateVariable(s,"Temperature",293.15)
s.internal_state_variables[:,:] = res[:,:5]
#s.thermodynamic_forces[:,:] = res[:,5:9]
s.gradients[:,:] = res[:,5:]
mgis_bv.integrate(pool, self.__materData, intType, self.__dt)
mgis_bv.update(self.__materData)
def update_material_properties(self,
degree,
mesh,
material_properties=None):
if material_properties is not None:
self.material_properties = material_properties
for s in [self.data_manager.s0, self.data_manager.s1]:
for (key, value) in self.material_properties.items():
if type(value) in [int, float]:
mgis_bv.setMaterialProperty(s, key, value)
else:
values = compute_on_quadrature(
value, mesh, degree).vector().get_local()
mgis_bv.setMaterialProperty(
s, key, values,
mgis_bv.MaterialStateManagerStorageMode.LocalStorage)
def __init__(self,
pts,
mater=None,
sigma=None,
gravity=[0., 0.],
charlen=1.):
"""
:var pts: type numpy ndarray, shape = (npts, 2), points coordinates
:var mater: type structure, material properties
:var sigma: type numpy ndarray, initial stress, shape = (4,) or (npts, 4)
:var gravity: type vector, size = 2, gravity constant
:var charlen: type double, characteristic spacing
:var limlen: type double, minimum spacing
"""
self.__npts = len(pts) # no. of nodes
self.__pts = pts
self.__spfem = SPFEM(
) # SPFEM module with C++ backend and Python binding through compiled shared library
self.__materData = mgis_bv.MaterialDataManager(
behaviour, self.__npts) # material data container
for s in [self.__materData.s0,
self.__materData.s1]: # material initialization
mgis_bv.setMaterialProperty(s, "YoungModulus", mater['young'])
mgis_bv.setMaterialProperty(s, "PoissonRatio", mater['poisson'])
mgis_bv.setExternalStateVariable(s, "Temperature", 293.15)
self.__wavespeed = numpy.sqrt(mater['young'] * (1 - mater['poisson']) /
mater['rho'] / (1 + mater['poisson']) /
(1 - 2 * mater['poisson']))
print('wave speed:', self.__wavespeed)
self.__acc = numpy.zeros(self.__npts * 2)
self.__vel = numpy.zeros(self.__npts * 2)
self.__disp = numpy.zeros(self.__npts * 2)
self.__T = 0. # total elapsed time
self.__charlen = charlen
self.__dt = self.__updateMeshBmatrixFint(
) # update the triangulation and internal force vector
print(self.__dt)
mass = numpy.multiply(
self.__area, mater['rho']
) # after initialization, mass will not change to guarantee mass conservation
self.__fbody = numpy.outer(mass, gravity).reshape(
-1) # body force due to gravity
self.__mass = numpy.repeat(mass, 2)
def test_behaviour_data(self):
eps = 1.e-14
e = numpy.asarray([1.3e-2, 1.2e-2, 1.4e-2, 0., 0., 0.],
dtype=numpy.float64)
e2 = numpy.asarray([1.2e-2, 1.3e-2, 1.4e-2, 0., 0., 0.],
dtype=numpy.float64)
h = mgis_bv.Hypothesis.Tridimensional
b = self.__get_behaviour(h)
m = mgis_bv.MaterialDataManager(b, 2)
mgis_bv.setMaterialProperty(m.s1, "YoungModulus", 150e9)
mgis_bv.setMaterialProperty(m.s1, "PoissonRatio", 0.3)
mgis_bv.setExternalStateVariable(m.s1, "Temperature", 293.15)
mgis_bv.update(m)
m.s1.gradients[0:] = e
m.s1.gradients[1:] = e
outputs = numpy.empty(shape=(2, 3), dtype=numpy.float64)
mgis_bv.executePostProcessing(outputs.reshape(6), m, "PrincipalStrain")
for i in range(0, 3):
self.assertTrue(
abs(outputs[0, i] - e2[i]) < eps, "invalid output value")
self.assertTrue(
abs(outputs[1, i] - e2[i]) < eps, "invalid output value")
def __init__(self,pts,mater,sigma=None,gravity=[0.,0.],charlen=1.):
"""
pts: type numpy ndarray, shape = (npts, 2), points coordinates
mater: type structure, material properties
sigma: type numpy ndarray, initial stress, shape = (4,) or (npts, 4)
gravity: type vector, size = 2, gravity constant
charlen: type double, characteristic spacing
"""
self.__npts = len(pts)
self.__pts = pts
self.__spfem = SPFEM() #SPFEM module with C++ backend and Python binding through compiled shared library
compliance = 1. / mater['young'] * numpy.array([[1.,-mater['poisson'],-mater['poisson'],0.], \
[-mater['poisson'],1.,-mater['poisson'],0.], \
[-mater['poisson'],-mater['poisson'],1.,0.], \
[0.,0.,0.,numpy.sqrt(2)*(1+mater['poisson'])]])
if sigma is None:
sigma = numpy.zeros(4)
epsilon = numpy.dot(compliance, sigma.T).T
self.__materData = mgis_bv.MaterialDataManager(behaviour, self.__npts) #material data container
self.mater = mater
for s in [self.__materData.s0, self.__materData.s1]: #material initialization
mgis_bv.setMaterialProperty(s,"YoungModulus",mater['young'])
mgis_bv.setMaterialProperty(s,"PoissonRatio",mater['poisson'])
mgis_bv.setMaterialProperty(s,"InitYieldStress",mater['tau0'])
mgis_bv.setMaterialProperty(s,"ResidualYieldStress",mater['taur'])
mgis_bv.setMaterialProperty(s,"SoftenExponent",mater['b'])
mgis_bv.setExternalStateVariable(s,"Temperature",293.15)
s.internal_state_variables[:,:4] = epsilon
s.thermodynamic_forces[:] = sigma
self.__charlen = charlen
self.__dt = self.__updateMeshBmatrixFint()
self.__wavespeed = numpy.sqrt(mater['young']/mater['rho'])
self.__acc = numpy.zeros(self.__npts*2) #acceleration
self.__vel = numpy.zeros(self.__npts*2) #velocity
self.__disp = numpy.zeros(self.__npts*2) #displacement
self.__T = 0. #total elapsed time
mass = numpy.multiply(self.__area, mater['rho']) #after initialization, mass will not change to guarantee mass conservation
self.__fbody = numpy.outer(mass, gravity).reshape(-1) #gravity force
self.__mass = numpy.repeat(mass, 2) #nodal mass
alpha = 0. # In [MPa]
beta = 30e3
gamma = 30e3
# yield strength
sig0 = 800.
Et = E/100.
# hardening slope
H = E*Et/(E-Et)
# Cosserat plasticity coupling modules
a_1 = 1.0
a_2 = 1.0
b_1 = 1.0
b_2 = 1.0
for s in [m.s0, m.s1]:
mgis_bv.setMaterialProperty(s, "lambda", llambda)
mgis_bv.setMaterialProperty(s, "mu", mu)
mgis_bv.setMaterialProperty(s, "mu_c", mu_c)
mgis_bv.setMaterialProperty(s, "alpha", alpha)
mgis_bv.setMaterialProperty(s, "beta", beta)
mgis_bv.setMaterialProperty(s, "gamma", gamma)
mgis_bv.setMaterialProperty(s, "a_1", a_1)
mgis_bv.setMaterialProperty(s, "a_2", a_2)
mgis_bv.setMaterialProperty(s, "b_1", b_1)
mgis_bv.setMaterialProperty(s, "b_2", b_2)
mgis_bv.setMaterialProperty(s, "HardeningSlope", H)
mgis_bv.setMaterialProperty(s, "YieldStrength", sig0)
mgis_bv.setExternalStateVariable(s, "Temperature", 293.15)
# Boundary conditions and external loading are defined as before along with the
# analytical limit load solution::
# Loading the behaviour
b = mgis_bv.load('src/libBehaviour.so', 'IsotropicLinearHardeningPlasticity',
h)
# Setting the material data manager
m = mgis_bv.MaterialDataManager(b, ngauss)
# elastic parameters
E = 107e3 # In [MPa]
nu = 0.31
# yield strength
sig0 = 800.
Et = E / 100.
# hardening slope
H = E * Et / (E - Et)
for s in [m.s0, m.s1]:
mgis_bv.setMaterialProperty(s, "YoungModulus", E)
mgis_bv.setMaterialProperty(s, "PoissonRatio", nu)
mgis_bv.setMaterialProperty(s, "HardeningSlope", H)
mgis_bv.setMaterialProperty(s, "YieldStrength", sig0)
mgis_bv.setExternalStateVariable(s, "Temperature", 293.15)
# Boundary conditions and external loading are defined as before along with the
# analytical limit load solution::
bc = [
DirichletBC(V.sub(0), 0, boundary_L),
DirichletBC(V.sub(1), 0, boundary_L),
DirichletBC(V.sub(2), 0, boundary_L)
]
#bc = [DirichletBC(V.sub(0), 0, facets, 38), DirichletBC(V.sub(1), 0, facets, 38), DirichletBC(V.sub(2), 0, facets, 38)]
#bc = [DirichletBC(V, as_vector((0.0,0.0,0.0)), facets, 1)]
def test_material_data_manager(self):
eps = 1.e-14
dt = 0.1
h = mgis_bv.Hypothesis.Tridimensional
b = self.__get_behaviour(h)
d = mgis_bv.MaterialDataManager(b, 2)
mgis_bv.setMaterialProperty(d.s0, "YoungModulus", 150e9)
mgis_bv.setMaterialProperty(d.s0, "PoissonRatio", 0.3)
mgis_bv.setMaterialProperty(d.s1, "YoungModulus", 150e9)
mgis_bv.setMaterialProperty(d.s1, "PoissonRatio", 0.3)
#
zeros = numpy.zeros(9)
# v_esv is uniform
v_esv_values = numpy.asarray([1, 2, 3], dtype=numpy.float64)
mgis_bv.setExternalStateVariable(d.s0, "v_esv", zeros[0:3],
mgis_bv.MaterialStateManagerStorageMode.EXTERNAL_STORAGE)
mgis_bv.setExternalStateVariable(d.s1, "v_esv", v_esv_values,
mgis_bv.MaterialStateManagerStorageMode.LOCAL_STORAGE)
# v2_esv[0] is not uniform
v2_esv0_values = numpy.asarray([1, 2, 3, 7, 6, 5], dtype=numpy.float64)
mgis_bv.setExternalStateVariable(d.s0, "v2_esv[0]",zeros[0:3],
mgis_bv.MaterialStateManagerStorageMode.EXTERNAL_STORAGE)
mgis_bv.setExternalStateVariable(d.s1, "v2_esv[0]", v2_esv0_values,
mgis_bv.MaterialStateManagerStorageMode.EXTERNAL_STORAGE)
v2_esv1_values = numpy.asarray([9, 8, 2, 3, 6, 4], dtype=numpy.float64)
mgis_bv.setExternalStateVariable(d.s0, "v2_esv[1]", zeros[0:3],
mgis_bv.MaterialStateManagerStorageMode.EXTERNAL_STORAGE)
mgis_bv.setExternalStateVariable(d.s1, "v2_esv[1]", v2_esv1_values,
mgis_bv.MaterialStateManagerStorageMode.EXTERNAL_STORAGE)
for s in [d.s0, d.s1]:
mgis_bv.setExternalStateVariable(s, "Temperature", zeros[0:1],
mgis_bv.MaterialStateManagerStorageMode.EXTERNAL_STORAGE)
mgis_bv.setExternalStateVariable(s, "s_esv", zeros[0:6],
mgis_bv.MaterialStateManagerStorageMode.EXTERNAL_STORAGE)
mgis_bv.setExternalStateVariable(s, "s2_esv[0]", zeros[0:6],
mgis_bv.MaterialStateManagerStorageMode.EXTERNAL_STORAGE)
mgis_bv.setExternalStateVariable(s, "s2_esv[1]", zeros[0:6],
mgis_bv.MaterialStateManagerStorageMode.EXTERNAL_STORAGE)
mgis_bv.setExternalStateVariable(s, "t_esv", zeros[0:9],
mgis_bv.MaterialStateManagerStorageMode.EXTERNAL_STORAGE)
mgis_bv.setExternalStateVariable(s, "t2_esv[0]", zeros[0:9],
mgis_bv.MaterialStateManagerStorageMode.EXTERNAL_STORAGE)
mgis_bv.setExternalStateVariable(s, "t2_esv[1]", zeros[0:9],
mgis_bv.MaterialStateManagerStorageMode.EXTERNAL_STORAGE)
# checking if the external storage do work as expected
v2_esv1_values[3] = -1
mgis_bv.integrate(d, mgis_bv.IntegrationType.INTEGRATION_NO_TANGENT_OPERATOR, dt, 0, 2)
for i in range (0, 3):
self.assertTrue(abs(d.s1.internal_state_variables[0, i] - v_esv_values[i]) < eps,
"invalid internal state variable value")
self.assertTrue(abs(d.s1.internal_state_variables[1, i] - v_esv_values[i]) < eps,
"invalid internal state variable value")
self.assertTrue(abs(d.s1.internal_state_variables[0, i + 3] -
v2_esv0_values[i]) < eps,
"invalid internal state variable value")
self.assertTrue(abs(d.s1.internal_state_variables[1, i + 3] -
v2_esv0_values[i + 3]) < eps,
"invalid internal state variable value")
self.assertTrue(abs(d.s1.internal_state_variables[0, i + 6] -
v2_esv1_values[i]) < eps,
"invalid internal state variable value")
self.assertTrue(abs(d.s1.internal_state_variables[1, i + 6] -
v2_esv1_values[i + 3]) < eps,
"invalid internal state variable value")
