File: test_plasticity.py

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#!/usr/bin/env python
# -*- coding: utf-8 -*-
# Python GetFEM++ interface
#
# Copyright (C) 2004-2015 Yves Renard, Julien Pommier.
#
# This file is a part of GetFEM++
#
# GetFEM++  is  free software;  you  can  redistribute  it  and/or modify it
# under  the  terms  of the  GNU  Lesser General Public License as published
# by  the  Free Software Foundation;  either version 2.1 of the License,  or
# (at your option) any later version.
# This program  is  distributed  in  the  hope  that it will be useful,  but
# WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY
# or  FITNESS  FOR  A PARTICULAR PURPOSE.  See the GNU Lesser General Public
# License for more details.
# You  should  have received a copy of the GNU Lesser General Public License
# along  with  this program;  if not, write to the Free Software Foundation,
# Inc., 51 Franklin St, Fifth Floor, Boston, MA  02110-1301, USA.
#
############################################################################
"""  Demonstration for small deformations plasticty, with optional graphical
  vizualisation (requires tvtk).

  This program is used to check that python-getfem is working. This is
  also a good example of use of GetFEM++.

  $Id: demo_plasticity.py 5189 2015-12-15 10:24:07Z renard $
"""

import getfem as gf
import numpy as np


with_graphics=True
try:
    import getfem_tvtk
except:
    print("\n** Could NOT import getfem_tvtk -- graphical output disabled **\n")
    import time
    time.sleep(2)
    with_graphics=False

L=100
H=20

m=gf.Mesh('triangles grid', np.arange(0, L + 0.01, 4), np.arange(0, H + 0.01, 2))

mim=gf.MeshIm(m, gf.Integ('IM_TRIANGLE(6)'))
mfu=gf.MeshFem(m,2)
mfsigma=gf.MeshFem(m,4)
mfd=gf.MeshFem(m)
mf0=gf.MeshFem(m)
mfdu=gf.MeshFem(m)

mfu.set_fem(gf.Fem('FEM_PK(2,1)'))
mfsigma.set_fem(gf.Fem('FEM_PK_DISCONTINUOUS(2,1)'))
mfd.set_fem(gf.Fem('FEM_PK(2,1)'))
mf0.set_fem(gf.Fem('FEM_PK(2,0)'))
mfdu.set_fem(gf.Fem('FEM_PK_DISCONTINUOUS(2,1)'))

Lambda=121150
Mu=80769
von_mises_threshold=4000

P=m.pts()
pidleft=np.compress((abs(P[0,:])<1e-6), range(0, m.nbpts()))
pidright=np.compress((abs(P[0,:] - L)<1e-6), range(0, m.nbpts()))

fleft  = m.faces_from_pid(pidleft)
fright = m.faces_from_pid(pidright)

# assign boundary numbers
m.set_region(1,fleft)
m.set_region(2,fright)

md = gf.Model('real')
md.add_fem_variable('u', mfu)
md.add_fem_data('previous_u', mfu)
md.add_fem_data('sigma', mfsigma)
md.add_initialized_data('lambda', Lambda)
md.add_initialized_data('mu', Mu)
md.add_initialized_data('von_mises_threshold', von_mises_threshold)
md.add_elastoplasticity_brick(mim, 'VM', 'u', 'previous_u', 'lambda', 'mu', 'von_mises_threshold', 'sigma')
md.add_initialized_data('VolumicData', [0,0])
md.add_source_term_brick(mim, 'u', 'VolumicData')
md.add_Dirichlet_condition_with_multipliers(mim, 'u', mfu, 1)


F=np.array([[0,-4.],[0, -6.], [0, 4.], [0, 0]])
nbstep = F.shape[0]

dd=mf0.basic_dof_from_cvid()

print('nbstep:', nbstep)
for step in range(0, nbstep):
    print('step %d' % (step,))
    md.set_variable('VolumicData', [F[step,0],F[step,1]])
    md.solve('noisy', 'lsearch', 'simplest',  'alpha min', 0.8, 'max_iter', 100, 'max_res', 1e-6)
    U = md.variable('u')
    md.elastoplasticity_next_iter(mim, 'u', 'previous_u', 'VM', 'lambda', 'mu', 'von_mises_threshold', 'sigma');
    
    VM = md.compute_elastoplasticity_Von_Mises_or_Tresca('sigma', mfdu, 'Von Mises')

    #subplot(2,1,1);
    #gf_plot(mfdu,VM,'deformed_mesh','on', 'deformation',U,'deformation_mf',mfu,'refine', 4, 'deformation_scale',1);
    #colorbar;
    #caxis([0 10000]);

    ERR=gf.compute_error_estimate(mfu,U,mim)
    #E=ERR; E(dd)=ERR;
    #subplot(2,1,2);
    #gf_plot(mf0, E, 'mesh','on', 'refine', 1); colorbar;

    if with_graphics:
        fig = getfem_tvtk.Figure()
        fig.show(mfu, deformation=U, deformation_scale=1, data=(mfdu,VM))
        print("Press Q to continue..")
        fig.loop()