{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Fiber Network\n", "\n", "The problem provided in this example is a fiber network with fixed-fixed (both displacement and moments) boundary conditions with a prescribed compressive displacement (i.e. nonhomogenous Dirichlet Boundary Condition) on the top boundary. Each fiber is modeled with 2D geometrically exact beams (i.e. Simo-Reissner Beams). For more information on beams [see here](../force_control/beam/README.md).\n", "\n", "\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "from dolfin import *\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from arc_length.displacement_control_solver import displacement_control # import displacement control formulation of arc-length solver\n", "# Dealing with ufl legacy\n", "try:\n", " from ufl import diag, Jacobian, shape\n", "except:\n", " from ufl_legacy import diag, Jacobian, shape\n", "\n", "parameters[\"form_compiler\"][\"cpp_optimize\"] = True\n", "parameters[\"form_compiler\"][\"quadrature_degree\"] = 3\n", "parameters['reorder_dofs_serial'] = False\n", "\n", "ffc_options = {\"optimize\": True, \\\n", " \"eliminate_zeros\": True, \\\n", " \"precompute_basis_const\": True, \\\n", " \"precompute_ip_const\": True}" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Import Mesh and define function spaces\n", "In the case of 2D beams we also define the rotation matrix about the $z$ axis and directional derivative with respect to the beam centerline." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "mesh = Mesh()\n", "with XDMFFile('voronoi.xdmf') as infile:\n", " infile.read(mesh)\n", " \n", "\n", "Ue = VectorElement(\"CG\", mesh.ufl_cell(), 2, dim=2) # displacement\n", "Te = FiniteElement(\"CG\", mesh.ufl_cell(), 1) # rotation\n", "\n", "\n", "V = FunctionSpace(mesh, MixedElement([Ue, Te])) \n", "\n", "v_ = TestFunction(V)\n", "u_, theta_ = split(v_)\n", "dv = TrialFunction(V)\n", "v = Function(V, name=\"Generalized displacement\")\n", "u, theta = split(v)\n", "\n", "VR = TensorFunctionSpace(mesh, \"DG\", 0, shape=(2, 2))\n", "\n", "V0 = FunctionSpace(mesh, \"DG\", 0)\n", "\n", "\n", "\n", "Vu = V.sub(0).collapse()\n", "disp = Function(Vu)\n", "\n", "Jac = Jacobian(mesh)\n", "gdim = mesh.geometry().dim()\n", "Jac = as_vector([Jac[i, 0] for i in range(gdim)])\n", "g01 = Jac/sqrt(dot(Jac, Jac))\n", "g02 = as_vector([-g01[1],g01[0]])\n", "\n", "r01 = outer(g01,as_vector([1,0]))\n", "r02 = outer(g02, as_vector([0,1]))\n", "\n", "R0 = r01+r02\n", "\n", "#-----------------------Define Functions for beams-----------------------------------#\n", "def tgrad(u): # directional derivative w.r.t. beam centerline\n", " return dot(grad(u), g01)\n", "\n", "def rotation_matrix(theta): # 2D rotation matrix -- there is no need to do rotation parametrization for 2D beams\n", " return as_tensor([[cos(theta), -sin(theta)],[sin(theta), cos(theta)]])\n", "Rot = rotation_matrix(theta)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Define Dirichlet Boundary Conditions\n", "\n", "\n", "**Note that for the case of displacement control, the FEniCS expression for the applied displacement mujst have be positive to prevent convergence issues.**\n", "\n", "For example:\n", "\n", "```\n", "apply_disp = Expression(\"t\", t = 0.0, degree = 0)\n", "```\n", "is valid and will not have convergence issues while\n", "```\n", "apply_disp = Expression(\"-t\", t = 0.0, degree = 0)\n", "```\n", "can cause convergence issues.\n", "\n", "The direction of applied loading will be determined by the initial load step." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "H = 100.0\n", "w = 100.0\n", "\n", "def bottom(x, on_boundary):\n", " return near(x[1], 0, 1e-6) \n", "def top(x, on_boundary):\n", " return near(x[1], H,1e-6) \n", "\n", "def left(x, on_boundary):\n", " return near(x[0], 0,1e-6)\n", "def right(x, on_boundary):\n", " return near(x[0], w,1e-6)\n", "\n", "\n", "BC_bot = DirichletBC(V, Constant((0.0,0.0,0.0)), bottom) # fixed displacement and rotation\n", "BC_top_x = DirichletBC(V.sub(0).sub(0), Constant(0.0), top) # fix displacement\n", "BC_top_rot = DirichletBC(V.sub(1), Constant(0.0), top) # fix rotation\n", "\n", "apply_disp = Expression(\"t\", t=0.0, degree = 0) # Create expression to compress the top\n", "BC_top_y = DirichletBC(V.sub(0).sub(1),apply_disp,top) # incrementally compress the top \n", "\n", "bcs = [BC_bot, BC_top_y, BC_top_rot, BC_top_x]" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Kinematics and Weak Form" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Kinematics: This is \"total\" beam formulation\n", "defo = dot(R0.T,dot(Rot.T, g01 + tgrad(u)) - g01)\n", "curv = tgrad(theta)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Geometrical properties\n", "S = 1.5*3 # cross-sectional area\n", "I = 3*1.5**3/12 # Area moment\n", "G = 0.0412 # Shear Modulus\n", "nu = 0.5\n", "E = 2*G*(1+nu)\n", "\n", "kappa = 5*(1+nu)/(6+5*nu) # Shear correction (Timoshenko)\n", "\n", "\n", "\n", "# Stiffness moduli\n", "ES = E*S\n", "GS = G*kappa*S\n", "EI = E*I" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# Constitutive Equations\n", "C_N = diag(as_vector([ES, GS]))\n", "\n", "# Applied Load:\n", "F_max = Constant((0.0,0.0))\n", "M_max = Constant(0.0)\n", "\n", "elastic_energy = 0.5 * (dot(defo, dot(C_N, defo)) + (EI*curv**2))*dx\n", "\n", "F_int = derivative(elastic_energy, v, v_)\n", "F_ext =(-M_max*theta_ + dot(F_max, u_)) * ds\n", "residual = F_int - F_ext\n", "tangent_form = derivative(residual, v, dv)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Solver\n", "To use our solver we first have to define the type of solver (i.e. displacement control or force control) and solver parameters before using the solver. Note that the correct type of solver has to first be imported (see first cell).\n", "### Solver parameters\n", "Here the parameters for both types of solvers:\n", "\n", ">* `psi` : the scalar arc-length parameter. When psi = 1, the method becomes the spherical arc-length method and when psi = 0 the method becomes the cylindrical arc-length method\n", ">* `abs_tol` *(optional)* : absolute residual tolerance for the linear solver (default value: 1e-10)\n", ">* `rel_tol` *(optional)* : relative residual tolerance for solver; the relative residual is defined as the ration between the current residual and initial residual (default value: DOLFIN_EPS)\n", ">* `lmbda0` : the initial load parameter\n", ">* `max_iter` : maximum number of iterations for the linear solver\n", ">* `solver` *(optional)*: type of linear solver for the FEniCS linear solve function -- default FEniCS linear solver is used if no argument is used.\n", "\n", "Aside from these solver parameters, the arguments need to solve the FEA problem must also be passed into the solver:\n", ">* `u` : the solution function\n", ">* `F_int` : First variation of strain energy (internal nodal forces)\n", ">* `F_ext` : Externally applied load (external applied force)\n", ">* `J` : The Jacobian of the residual with respect to the deformation (tangential stiffness matrix)\n", ">* `displacement_factor` : The incremental displacement factor \n", "\n", "The solver can be called by:\n", "\n", "`solver = force_control(psi,abs_tol,rel_tol,lmbda0,max_iter,u,F_int,F_ext,bcs,J,displacement_factor,solver)`\n", "\n", "### Using the solver\n", "1. Initialize the solver by calling solver.initialize()\n", "2. Iteratively call solver.solve() until desired stopping condition" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# Solver Parameters\n", "psi = 1.0\n", "abs_tol = 1.0e-6\n", "lmbda0 = -0.5 # negative for compression\n", "max_iter = 20\n", "solver = 'mumps'\n", "\n", "# Set up arc-length solver\n", "solver = displacement_control(psi=psi, lmbda0=lmbda0, max_iter=max_iter, u=v,\n", " F_int=F_int, F_ext=F_ext, bcs=bcs, J=tangent_form, displacement_factor = apply_disp, solver = solver)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "tags": [ "scroll-output" ] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Initializing solver parameters...\n", "Starting initial Displacement Control Control with Newton Method:\n", "Iteration 0: | \n", "Absolute Residual: 2.7574e+00| Relative Residual: 1.0000e+00\n", "Iteration 1: | \n", "Absolute Residual: 1.0849e-01| Relative Residual: 3.9345e-02\n", "Iteration 2: | \n", "Absolute Residual: 9.9644e-03| Relative Residual: 3.6137e-03\n", "Iteration 3: | \n", "Absolute Residual: 2.8527e-05| Relative Residual: 1.0345e-05\n", "Iteration 4: | \n", "Absolute Residual: 8.8648e-09| Relative Residual: 3.2149e-09\n", "Iteration 5: | \n", "Absolute Residual: 1.2851e-14| Relative Residual: 4.6605e-15\n", "\n", "Arc-Length Step 1 :\n", "Iteration: 0 \n", "|Total Norm: 1.1441e-13 |Residual: 1.2851e-14 |A: -1.1369e-13| Relative Norm : 1.0000e+00\n", "\n", "Arc-Length Step 2 :\n", "Iteration: 0 \n", "|Total Norm: 2.9462e-03 |Residual: 1.0129e-03 |A: -2.7666e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 1.3046e-02 |Residual: 2.8952e-07 |A: 1.3046e-02| Relative Norm : 4.4282e+00\n", "Iteration: 2 \n", "|Total Norm: 1.2453e-07 |Residual: 1.9004e-12 |A: 1.2453e-07| Relative Norm : 4.2267e-05\n", "Iteration: 3 \n", "|Total Norm: 2.2862e-13 |Residual: 2.3828e-14 |A: 2.2737e-13| Relative Norm : 7.7599e-11\n", "\n", "Arc-Length Step 3 :\n", "Iteration: 0 \n", "|Total Norm: 2.9334e-03 |Residual: 1.0247e-03 |A: -2.7486e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 1.4280e-02 |Residual: 2.9981e-07 |A: 1.4280e-02| Relative Norm : 4.8682e+00\n", "Iteration: 2 \n", "|Total Norm: 1.4257e-07 |Residual: 2.0653e-12 |A: 1.4257e-07| Relative Norm : 4.8601e-05\n", "Iteration: 3 \n", "|Total Norm: 3.4267e-13 |Residual: 3.3133e-14 |A: 3.4106e-13| Relative Norm : 1.1682e-10\n", "\n", "Arc-Length Step 4 :\n", "Iteration: 0 \n", "|Total Norm: 2.9210e-03 |Residual: 1.0364e-03 |A: -2.7309e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 1.5651e-02 |Residual: 3.1249e-07 |A: 1.5651e-02| Relative Norm : 5.3581e+00\n", "Iteration: 2 \n", "|Total Norm: 1.6492e-07 |Residual: 2.2826e-12 |A: 1.6492e-07| Relative Norm : 5.6461e-05\n", "Iteration: 3 \n", "|Total Norm: 3.4342e-13 |Residual: 4.0190e-14 |A: 3.4106e-13| Relative Norm : 1.1757e-10\n", "\n", "Arc-Length Step 5 :\n", "Iteration: 0 \n", "|Total Norm: 2.9090e-03 |Residual: 1.0481e-03 |A: -2.7136e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 1.7172e-02 |Residual: 3.2787e-07 |A: 1.7172e-02| Relative Norm : 5.9031e+00\n", "Iteration: 2 \n", "|Total Norm: 1.9284e-07 |Residual: 2.5706e-12 |A: 1.9284e-07| Relative Norm : 6.6291e-05\n", "Iteration: 3 \n", "|Total Norm: 3.4514e-13 |Residual: 5.2909e-14 |A: 3.4106e-13| Relative Norm : 1.1865e-10\n", "\n", "Arc-Length Step 6 :\n", "Iteration: 0 \n", "|Total Norm: 2.8975e-03 |Residual: 1.0598e-03 |A: -2.6967e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 1.8861e-02 |Residual: 3.4635e-07 |A: 1.8861e-02| Relative Norm : 6.5093e+00\n", "Iteration: 2 \n", "|Total Norm: 2.2800e-07 |Residual: 2.9482e-12 |A: 2.2800e-07| Relative Norm : 7.8689e-05\n", "Iteration: 3 \n", "|Total Norm: 4.5764e-13 |Residual: 5.1340e-14 |A: 4.5475e-13| Relative Norm : 1.5794e-10\n", "\n", "Arc-Length Step 7 :\n", "Iteration: 0 \n", "|Total Norm: 2.8866e-03 |Residual: 1.0717e-03 |A: -2.6803e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 2.0739e-02 |Residual: 3.6851e-07 |A: 2.0739e-02| Relative Norm : 7.1847e+00\n", "Iteration: 2 \n", "|Total Norm: 2.7270e-07 |Residual: 3.4449e-12 |A: 2.7270e-07| Relative Norm : 9.4471e-05\n", "Iteration: 3 \n", "|Total Norm: 5.7174e-13 |Residual: 6.1353e-14 |A: 5.6843e-13| Relative Norm : 1.9807e-10\n", "\n", "Arc-Length Step 8 :\n", "Iteration: 0 \n", "|Total Norm: 2.8763e-03 |Residual: 1.0838e-03 |A: -2.6643e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 2.2836e-02 |Residual: 3.9530e-07 |A: 2.2836e-02| Relative Norm : 7.9392e+00\n", "Iteration: 2 \n", "|Total Norm: 3.3011e-07 |Residual: 4.0921e-12 |A: 3.3011e-07| Relative Norm : 1.1477e-04\n", "Iteration: 3 \n", "|Total Norm: 5.7461e-13 |Residual: 8.4015e-14 |A: 5.6843e-13| Relative Norm : 1.9977e-10\n", "\n", "Arc-Length Step 9 :\n", "Iteration: 0 \n", "|Total Norm: 2.8668e-03 |Residual: 1.0964e-03 |A: -2.6488e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 2.5187e-02 |Residual: 4.2876e-07 |A: 2.5187e-02| Relative Norm : 8.7857e+00\n", "Iteration: 2 \n", "|Total Norm: 4.0481e-07 |Residual: 4.9366e-12 |A: 4.0481e-07| Relative Norm : 1.4121e-04\n", "Iteration: 3 \n", "|Total Norm: 8.0272e-13 |Residual: 1.0509e-13 |A: 7.9581e-13| Relative Norm : 2.8001e-10\n", "\n", "Arc-Length Step 10 :\n", "Iteration: 0 \n", "|Total Norm: 2.8580e-03 |Residual: 1.1096e-03 |A: -2.6338e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 2.7843e-02 |Residual: 4.7409e-07 |A: 2.7843e-02| Relative Norm : 9.7420e+00\n", "Iteration: 2 \n", "|Total Norm: 5.0358e-07 |Residual: 6.0382e-12 |A: 5.0358e-07| Relative Norm : 1.7620e-04\n", "Iteration: 3 \n", "|Total Norm: 9.1459e-13 |Residual: 9.6374e-14 |A: 9.0949e-13| Relative Norm : 3.2001e-10\n", "\n", "Arc-Length Step 11 :\n", "Iteration: 0 \n", "|Total Norm: 2.8501e-03 |Residual: 1.1236e-03 |A: -2.6193e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 3.0880e-02 |Residual: 5.4720e-07 |A: 3.0880e-02| Relative Norm : 1.0835e+01\n", "Iteration: 2 \n", "|Total Norm: 6.3731e-07 |Residual: 7.4868e-12 |A: 6.3731e-07| Relative Norm : 2.2361e-04\n", "Iteration: 3 \n", "|Total Norm: 1.1412e-12 |Residual: 9.9012e-14 |A: 1.1369e-12| Relative Norm : 4.0040e-10\n", "\n", "Arc-Length Step 12 :\n", "Iteration: 0 \n", "|Total Norm: 2.8430e-03 |Residual: 1.1387e-03 |A: -2.6050e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 3.4426e-02 |Residual: 7.0134e-07 |A: 3.4426e-02| Relative Norm : 1.2109e+01\n", "Iteration: 2 \n", "|Total Norm: 8.2567e-07 |Residual: 9.4222e-12 |A: 8.2567e-07| Relative Norm : 2.9042e-04\n", "Iteration: 3 \n", "|Total Norm: 1.8248e-12 |Residual: 1.4498e-13 |A: 1.8190e-12| Relative Norm : 6.4184e-10\n", "\n", "Arc-Length Step 13 :\n", "Iteration: 0 \n", "|Total Norm: 2.8368e-03 |Residual: 1.1553e-03 |A: -2.5909e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 3.8736e-02 |Residual: 1.1108e-06 |A: 3.8736e-02| Relative Norm : 1.3655e+01\n", "Iteration: 2 \n", "|Total Norm: 1.1118e-06 |Residual: 1.2117e-11 |A: 1.1118e-06| Relative Norm : 3.9192e-04\n", "Iteration: 3 \n", "|Total Norm: 2.1627e-12 |Residual: 1.0734e-13 |A: 2.1600e-12| Relative Norm : 7.6238e-10\n", "\n", "Arc-Length Step 14 :\n", "Iteration: 0 \n", "|Total Norm: 2.8314e-03 |Residual: 1.1741e-03 |A: -2.5765e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 4.4413e-02 |Residual: 2.2979e-06 |A: 4.4413e-02| Relative Norm : 1.5686e+01\n", "Iteration: 2 \n", "|Total Norm: 1.6211e-06 |Residual: 1.6401e-11 |A: 1.6211e-06| Relative Norm : 5.7253e-04\n", "Iteration: 3 \n", "|Total Norm: 2.7326e-12 |Residual: 1.5073e-13 |A: 2.7285e-12| Relative Norm : 9.6512e-10\n", "\n", "Arc-Length Step 15 :\n", "Iteration: 0 \n", "|Total Norm: 2.8268e-03 |Residual: 1.1963e-03 |A: -2.5612e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 5.3135e-02 |Residual: 5.8622e-06 |A: 5.3135e-02| Relative Norm : 1.8797e+01\n", "Iteration: 2 \n", "|Total Norm: 2.8787e-06 |Residual: 2.9628e-11 |A: 2.8787e-06| Relative Norm : 1.0184e-03\n", "Iteration: 3 \n", "|Total Norm: 6.3681e-12 |Residual: 1.4517e-13 |A: 6.3665e-12| Relative Norm : 2.2528e-09\n", "\n", "Arc-Length Step 16 :\n", "Iteration: 0 \n", "|Total Norm: 2.8237e-03 |Residual: 1.2265e-03 |A: -2.5434e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 7.0013e-02 |Residual: 1.6860e-05 |A: 7.0013e-02| Relative Norm : 2.4794e+01\n", "Iteration: 2 \n", "|Total Norm: 8.2940e-06 |Residual: 4.7981e-10 |A: 8.2940e-06| Relative Norm : 2.9373e-03\n", "Iteration: 3 \n", "|Total Norm: 1.2460e-10 |Residual: 1.3086e-13 |A: 1.2460e-10| Relative Norm : 4.4126e-08\n", "Iteration: 4 \n", "|Total Norm: 1.7414e-13 |Residual: 1.7414e-13 |A: 0.0000e+00| Relative Norm : 6.1670e-11\n", "\n", "Arc-Length Step 17 :\n", "Iteration: 0 \n", "|Total Norm: 2.8294e-03 |Residual: 1.2857e-03 |A: -2.5204e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 1.0766e-01 |Residual: 4.5741e-05 |A: 1.0766e-01| Relative Norm : 3.8050e+01\n", "Iteration: 2 \n", "|Total Norm: 5.3205e-05 |Residual: 1.5898e-08 |A: 5.3205e-05| Relative Norm : 1.8804e-02\n", "Iteration: 3 \n", "|Total Norm: 3.9539e-09 |Residual: 8.2162e-13 |A: 3.9539e-09| Relative Norm : 1.3974e-06\n", "Iteration: 4 \n", "|Total Norm: 3.1952e-13 |Residual: 2.2449e-13 |A: 2.2737e-13| Relative Norm : 1.1293e-10\n", "\n", "Arc-Length Step 18 :\n", "Iteration: 0 \n", "|Total Norm: 2.8955e-03 |Residual: 1.4819e-03 |A: -2.4875e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 1.6342e-01 |Residual: 7.1521e-05 |A: 1.6342e-01| Relative Norm : 5.6438e+01\n", "Iteration: 2 \n", "|Total Norm: 5.6206e-04 |Residual: 4.1324e-07 |A: 5.6206e-04| Relative Norm : 1.9412e-01\n", "Iteration: 3 \n", "|Total Norm: 5.8920e-08 |Residual: 3.2144e-11 |A: 5.8920e-08| Relative Norm : 2.0349e-05\n", "Iteration: 4 \n", "|Total Norm: 1.1467e-12 |Residual: 1.4981e-13 |A: 1.1369e-12| Relative Norm : 3.9603e-10\n", "\n", "Arc-Length Step 19 :\n", "Iteration: 0 \n", "|Total Norm: 3.2065e-03 |Residual: 2.0757e-03 |A: -2.4440e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 1.7591e-01 |Residual: 3.2532e-05 |A: 1.7591e-01| Relative Norm : 5.4860e+01\n", "Iteration: 2 \n", "|Total Norm: 1.5599e-03 |Residual: 1.2866e-06 |A: 1.5599e-03| Relative Norm : 4.8649e-01\n", "Iteration: 3 \n", "|Total Norm: 1.4967e-10 |Residual: 1.8910e-11 |A: 1.4848e-10| Relative Norm : 4.6679e-08\n", "Iteration: 4 \n", "|Total Norm: 4.3322e-12 |Residual: 3.2394e-13 |A: -4.3201e-12| Relative Norm : 1.3511e-09\n", "\n", "Arc-Length Step 20 :\n", "Iteration: 0 \n", "|Total Norm: 3.6809e-03 |Residual: 2.7881e-03 |A: -2.4033e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 1.5892e-01 |Residual: 5.4124e-06 |A: 1.5892e-01| Relative Norm : 4.3174e+01\n", "Iteration: 2 \n", "|Total Norm: 1.5820e-04 |Residual: 7.7125e-08 |A: 1.5820e-04| Relative Norm : 4.2980e-02\n", "Iteration: 3 \n", "|Total Norm: 1.7454e-09 |Residual: 2.8100e-13 |A: -1.7454e-09| Relative Norm : 4.7419e-07\n", "Iteration: 4 \n", "|Total Norm: 2.9264e-13 |Residual: 1.8423e-13 |A: -2.2737e-13| Relative Norm : 7.9503e-11\n", "\n", "Arc-Length Step 21 :\n", "Iteration: 0 \n", "|Total Norm: 3.8044e-03 |Residual: 2.9703e-03 |A: -2.3772e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 1.4570e-01 |Residual: 7.1325e-06 |A: 1.4570e-01| Relative Norm : 3.8298e+01\n", "Iteration: 2 \n", "|Total Norm: 1.4451e-04 |Residual: 1.1104e-07 |A: 1.4451e-04| Relative Norm : 3.7984e-02\n", "Iteration: 3 \n", "|Total Norm: 3.4058e-09 |Residual: 5.8955e-13 |A: -3.4058e-09| Relative Norm : 8.9523e-07\n", "Iteration: 4 \n", "|Total Norm: 2.0363e-13 |Residual: 1.6894e-13 |A: -1.1369e-13| Relative Norm : 5.3524e-11\n", "\n", "Arc-Length Step 22 :\n", "Iteration: 0 \n", "|Total Norm: 3.6646e-03 |Residual: 2.8038e-03 |A: -2.3597e-03| Relative Norm 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|Residual: 2.0392e-13 |A: -2.2737e-13| Relative Norm : 8.7401e-11\n", "\n", "Arc-Length Step 24 :\n", "Iteration: 0 \n", "|Total Norm: 3.3632e-03 |Residual: 2.4353e-03 |A: -2.3197e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 1.8279e-01 |Residual: 7.9173e-06 |A: 1.8279e-01| Relative Norm : 5.4349e+01\n", "Iteration: 2 \n", "|Total Norm: 1.0408e-04 |Residual: 3.8906e-08 |A: 1.0408e-04| Relative Norm : 3.0946e-02\n", "Iteration: 3 \n", "|Total Norm: 1.2438e-09 |Residual: 3.0607e-13 |A: -1.2438e-09| Relative Norm : 3.6984e-07\n", "Iteration: 4 \n", "|Total Norm: 2.6094e-13 |Residual: 2.3488e-13 |A: -1.1369e-13| Relative Norm : 7.7587e-11\n", "\n", "Arc-Length Step 25 :\n", "Iteration: 0 \n", "|Total Norm: 3.2737e-03 |Residual: 2.3414e-03 |A: -2.2880e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 2.2449e-01 |Residual: 7.5565e-06 |A: 2.2449e-01| Relative Norm : 6.8573e+01\n", "Iteration: 2 \n", "|Total Norm: 1.0951e-04 |Residual: 2.1360e-08 |A: 1.0951e-04| Relative Norm : 3.3450e-02\n", "Iteration: 3 \n", "|Total Norm: 5.4229e-10 |Residual: 2.2981e-13 |A: -5.4229e-10| Relative Norm : 1.6565e-07\n", "Iteration: 4 \n", "|Total Norm: 3.2365e-13 |Residual: 3.0303e-13 |A: 1.1369e-13| Relative Norm : 9.8864e-11\n", "\n", "Arc-Length Step 26 :\n", "Iteration: 0 \n", "|Total Norm: 3.2189e-03 |Residual: 2.3088e-03 |A: -2.2429e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 2.8462e-01 |Residual: 8.4481e-06 |A: 2.8462e-01| Relative Norm : 8.8421e+01\n", "Iteration: 2 \n", "|Total Norm: 1.7149e-04 |Residual: 1.4864e-08 |A: 1.7149e-04| Relative Norm : 5.3278e-02\n", "Iteration: 3 \n", "|Total Norm: 4.2292e-11 |Residual: 2.8968e-13 |A: -4.2292e-11| Relative Norm : 1.3139e-08\n", "\n", "Arc-Length Step 27 :\n", "Iteration: 0 \n", "|Total Norm: 3.1969e-03 |Residual: 2.3394e-03 |A: -2.1788e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 3.6546e-01 |Residual: 1.0895e-05 |A: 3.6546e-01| Relative Norm : 1.1432e+02\n", "Iteration: 2 \n", "|Total Norm: 3.2945e-04 |Residual: 1.7688e-08 |A: 3.2945e-04| Relative Norm : 1.0306e-01\n", "Iteration: 3 \n", "|Total Norm: 6.4733e-10 |Residual: 2.5674e-13 |A: 6.4733e-10| Relative Norm : 2.0249e-07\n", "Iteration: 4 \n", "|Total Norm: 2.9170e-13 |Residual: 2.9170e-13 |A: 0.0000e+00| Relative Norm : 9.1247e-11\n", "\n", "Arc-Length Step 28 :\n", "Iteration: 0 \n", "|Total Norm: 3.2162e-03 |Residual: 2.4454e-03 |A: -2.0890e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 4.6647e-01 |Residual: 1.5343e-05 |A: 4.6647e-01| Relative Norm : 1.4504e+02\n", "Iteration: 2 \n", "|Total Norm: 7.0392e-04 |Residual: 3.6333e-08 |A: 7.0392e-04| Relative Norm : 2.1887e-01\n", "Iteration: 3 \n", "|Total Norm: 2.3235e-09 |Residual: 3.3787e-13 |A: 2.3235e-09| Relative Norm : 7.2244e-07\n", "Iteration: 4 \n", "|Total Norm: 2.7714e-13 |Residual: 2.7714e-13 |A: 0.0000e+00| Relative Norm : 8.6169e-11\n", "\n", "Arc-Length Step 29 :\n", "Iteration: 0 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2.2171e+02\n", "Iteration: 2 \n", "|Total Norm: 2.8171e-02 |Residual: 1.5934e-06 |A: 2.8171e-02| Relative Norm : 6.0978e+00\n", "Iteration: 3 \n", "|Total Norm: 5.4003e-07 |Residual: 6.1806e-12 |A: 5.4003e-07| Relative Norm : 1.1689e-04\n", "Iteration: 4 \n", "|Total Norm: 2.4052e-12 |Residual: 2.9184e-13 |A: 2.3874e-12| Relative Norm : 5.2062e-10\n", "\n", "Arc-Length Step 33 :\n", "Iteration: 0 \n", "|Total Norm: 5.6038e-03 |Residual: 5.5012e-03 |A: -1.0677e-03| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 9.5287e-01 |Residual: 3.9237e-05 |A: 9.5287e-01| Relative Norm : 1.7004e+02\n", "Iteration: 2 \n", "|Total Norm: 2.2671e-02 |Residual: 1.1405e-06 |A: 2.2671e-02| Relative Norm : 4.0456e+00\n", "Iteration: 3 \n", "|Total Norm: 2.3351e-07 |Residual: 3.0512e-12 |A: 2.3351e-07| Relative Norm : 4.1670e-05\n", "Iteration: 4 \n", "|Total Norm: 9.7056e-13 |Residual: 3.3882e-13 |A: -9.0949e-13| Relative Norm : 1.7320e-10\n", "\n", "Arc-Length Step 34 :\n", "Iteration: 0 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9.6481e+01\n", "Iteration: 2 \n", "|Total Norm: 2.0439e-02 |Residual: 4.9309e-07 |A: 2.0439e-02| Relative Norm : 3.7064e+00\n", "Iteration: 3 \n", "|Total Norm: 3.6020e-07 |Residual: 8.5444e-12 |A: 3.6020e-07| Relative Norm : 6.5317e-05\n", "Iteration: 4 \n", "|Total Norm: 1.0880e-12 |Residual: 3.6997e-13 |A: -1.0232e-12| Relative Norm : 1.9730e-10\n", "\n", "Arc-Length Step 38 :\n", "Iteration: 0 \n", "|Total Norm: 5.1015e-03 |Residual: 5.0426e-03 |A: -7.7338e-04| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 7.6261e-01 |Residual: 3.8800e-05 |A: 7.6261e-01| Relative Norm : 1.4949e+02\n", "Iteration: 2 \n", "|Total Norm: 3.0684e-02 |Residual: 6.1108e-07 |A: 3.0684e-02| Relative Norm : 6.0146e+00\n", "Iteration: 3 \n", "|Total Norm: 9.4715e-07 |Residual: 1.4830e-11 |A: 9.4715e-07| Relative Norm : 1.8566e-04\n", "Iteration: 4 \n", "|Total Norm: 6.9186e-13 |Residual: 3.9440e-13 |A: -5.6843e-13| Relative Norm : 1.3562e-10\n", "\n", "Arc-Length Step 39 :\n", "Iteration: 0 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"|Total Norm: 1.7244e-01 |Residual: 8.1956e-07 |A: 1.7244e-01| Relative Norm : 2.6816e+01\n", "Iteration: 7 \n", "|Total Norm: 4.3222e-05 |Residual: 4.8280e-10 |A: 4.3222e-05| Relative Norm : 6.7217e-03\n", "Iteration: 8 \n", "|Total Norm: 2.0913e-12 |Residual: 4.3138e-13 |A: 2.0464e-12| Relative Norm : 3.2524e-10\n", "\n", "Arc-Length Step 42 :\n", "Iteration: 0 \n", "|Total Norm: 4.2592e-02 |Residual: 4.2592e-02 |A: -2.6150e-06| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 8.5733e+01 |Residual: 1.8075e-03 |A: 8.5733e+01| Relative Norm : 2.0129e+03\n", "Iteration: 2 \n", "|Total Norm: 5.2524e+02 |Residual: 2.3050e-03 |A: 5.2524e+02| Relative Norm : 1.2332e+04\n", "Iteration: 3 \n", "|Total Norm: 5.8941e+01 |Residual: 9.1477e-04 |A: 5.8941e+01| Relative Norm : 1.3839e+03\n", "Iteration: 4 \n", "|Total Norm: 1.1782e+01 |Residual: 1.9353e-04 |A: 1.1782e+01| Relative Norm : 2.7663e+02\n", "Iteration: 5 \n", "|Total Norm: 4.8992e-01 |Residual: 1.4188e-05 |A: 4.8992e-01| Relative Norm : 1.1503e+01\n", "Iteration: 6 \n", "|Total Norm: 1.8758e-03 |Residual: 2.8770e-08 |A: 1.8758e-03| Relative Norm : 4.4041e-02\n", "Iteration: 7 \n", "|Total Norm: 1.9495e-08 |Residual: 6.8705e-13 |A: 1.9495e-08| Relative Norm : 4.5771e-07\n", "Iteration: 8 \n", "|Total Norm: 4.1383e-13 |Residual: 3.9791e-13 |A: -1.1369e-13| Relative Norm : 9.7161e-12\n", "\n", "Arc-Length Step 43 :\n", "Iteration: 0 \n", "|Total Norm: 1.7091e-02 |Residual: 1.7087e-02 |A: 3.5695e-04| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 6.5012e+00 |Residual: 3.2475e-04 |A: 6.5012e+00| Relative Norm : 3.8039e+02\n", "Iteration: 2 \n", "|Total Norm: 1.9397e+01 |Residual: 6.1949e-04 |A: 1.9397e+01| Relative Norm : 1.1349e+03\n", "Iteration: 3 \n", "|Total Norm: 1.9274e-01 |Residual: 1.0127e-06 |A: 1.9274e-01| Relative Norm : 1.1277e+01\n", "Iteration: 4 \n", "|Total Norm: 1.8726e-04 |Residual: 2.2263e-09 |A: 1.8726e-04| Relative Norm : 1.0956e-02\n", "Iteration: 5 \n", "|Total Norm: 2.7516e-11 |Residual: 4.8259e-13 |A: -2.7512e-11| Relative Norm : 1.6100e-09\n", "\n", "Arc-Length Step 44 :\n", "Iteration: 0 \n", "|Total Norm: 2.4884e-02 |Residual: 2.4882e-02 |A: 2.6769e-04| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 3.4474e+01 |Residual: 8.3556e-04 |A: 3.4474e+01| Relative Norm : 1.3854e+03\n", "Iteration: 2 \n", "|Total Norm: 6.0001e+02 |Residual: 2.3537e-02 |A: 6.0001e+02| Relative Norm : 2.4113e+04\n", "Iteration: 3 \n", "|Total Norm: 1.1431e+02 |Residual: 1.3991e-03 |A: 1.1431e+02| Relative Norm : 4.5936e+03\n", "Iteration: 4 \n", "|Total Norm: 4.0535e+03 |Residual: 1.2417e-01 |A: 4.0535e+03| Relative Norm : 1.6290e+05\n", "Iteration: 5 \n", "|Total Norm: 1.1009e+03 |Residual: 2.9108e-02 |A: 1.1009e+03| Relative Norm : 4.4242e+04\n", "Iteration: 6 \n", "|Total Norm: 5.0670e+02 |Residual: 1.6506e-02 |A: 5.0670e+02| Relative Norm : 2.0363e+04\n", "Iteration: 7 \n", "|Total Norm: 5.5929e+01 |Residual: 9.2975e-04 |A: 5.5929e+01| Relative Norm 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4.6070e+03| Relative Norm : 1.8514e+05\n", "Iteration: 17 \n", "|Total Norm: 1.5795e+04 |Residual: 9.6293e-02 |A: 1.5795e+04| Relative Norm : 6.3475e+05\n", "Iteration: 18 \n", "|Total Norm: 4.9339e+03 |Residual: 1.1649e-02 |A: 4.9339e+03| Relative Norm : 1.9828e+05\n", "Iteration: 19 \n", "|Total Norm: 2.2792e+04 |Residual: 1.3140e-01 |A: 2.2792e+04| Relative Norm : 9.1595e+05\n", "\n", "Arc-Length Step 44 :\n", "Iteration: 0 \n", "|Total Norm: 9.2836e-03 |Residual: 9.2836e-03 |A: 3.3510e-05| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 1.4605e+01 |Residual: 3.2691e-04 |A: 1.4605e+01| Relative Norm : 1.5732e+03\n", "Iteration: 2 \n", "|Total Norm: 1.1928e+05 |Residual: 7.9113e+00 |A: 1.1928e+05| Relative Norm : 1.2849e+07\n", "Iteration: 3 \n", "|Total Norm: 1.5155e+05 |Residual: 4.4117e+01 |A: 1.5155e+05| Relative Norm : 1.6325e+07\n", "Iteration: 4 \n", "|Total Norm: 8.0663e+04 |Residual: 7.9570e+01 |A: 8.0663e+04| Relative Norm : 8.6887e+06\n", "Iteration: 5 \n", "|Total Norm: 1.9228e+05 |Residual: 4.8242e+02 |A: 1.9228e+05| Relative Norm : 2.0711e+07\n", "Iteration: 6 \n", "|Total Norm: 6.6658e+06 |Residual: 2.7125e+04 |A: 6.6658e+06| Relative Norm : 7.1802e+08\n", "Iteration: 7 \n", "|Total Norm: 4.0472e+09 |Residual: 6.5868e+06 |A: 4.0472e+09| Relative Norm : 4.3595e+11\n", "Iteration: 8 \n", "|Total Norm: 6.2498e+09 |Residual: 1.9014e+07 |A: 6.2498e+09| Relative Norm : 6.7320e+11\n", "Iteration: 9 \n", "|Total Norm: 2.2199e+13 |Residual: 3.9553e+10 |A: 2.2199e+13| Relative Norm : 2.3912e+15\n", "Iteration: 10 \n", "|Total Norm: 9.1127e+13 |Residual: 1.8896e+11 |A: 9.1127e+13| Relative Norm : 9.8159e+15\n", "Iteration: 11 \n", "|Total Norm: 1.1339e+17 |Residual: 7.3856e+13 |A: 1.1339e+17| Relative Norm : 1.2214e+19\n", "Iteration: 12 \n", "|Total Norm: 1.1597e+19 |Residual: 4.8242e+14 |A: 1.1597e+19| Relative Norm : 1.2492e+21\n", "Iteration: 13 \n", "|Total Norm: 3.4249e+18 |Residual: 1.1035e+15 |A: 3.4249e+18| Relative Norm : 3.6892e+20\n", "Iteration: 14 \n", "|Total Norm: 2.8609e+19 |Residual: 2.5034e+16 |A: 2.8609e+19| Relative Norm : 3.0817e+21\n", "Iteration: 15 \n", "|Total Norm: 5.8284e+20 |Residual: 2.2790e+17 |A: 5.8284e+20| Relative Norm : 6.2782e+22\n", "Iteration: 16 \n", "|Total Norm: 1.2092e+22 |Residual: 5.2736e+19 |A: 1.2092e+22| Relative Norm : 1.3025e+24\n", "Iteration: 17 \n", "|Total Norm: 1.9054e+22 |Residual: 3.9797e+19 |A: 1.9054e+22| Relative Norm : 2.0524e+24\n", "Iteration: 18 \n", "|Total Norm: 1.7184e+23 |Residual: 5.3238e+20 |A: 1.7184e+23| Relative Norm : 1.8510e+25\n", "Iteration: 19 \n", "|Total Norm: 4.3885e+24 |Residual: 8.0172e+21 |A: 4.3884e+24| Relative Norm : 4.7271e+26\n", "\n", "Arc-Length Step 44 :\n", "Iteration: 0 \n", "|Total Norm: 1.7306e-03 |Residual: 1.7306e-03 |A: 5.2417e-07| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 4.7744e+02 |Residual: 1.1642e-02 |A: 4.7744e+02| Relative Norm : 2.7588e+05\n", "Iteration: 2 \n", "|Total Norm: 2.5100e+02 |Residual: 9.0976e-04 |A: 2.5100e+02| Relative Norm : 1.4503e+05\n", "Iteration: 3 \n", "|Total Norm: 1.4919e+02 |Residual: 4.7019e-03 |A: 1.4919e+02| Relative Norm : 8.6209e+04\n", "Iteration: 4 \n", "|Total Norm: 3.6840e+01 |Residual: 2.4376e-04 |A: 3.6840e+01| Relative Norm : 2.1287e+04\n", "Iteration: 5 \n", "|Total Norm: 2.0450e+01 |Residual: 7.3264e-05 |A: 2.0450e+01| Relative Norm : 1.1816e+04\n", "Iteration: 6 \n", "|Total Norm: 3.9688e+00 |Residual: 1.7251e-04 |A: 3.9688e+00| Relative Norm : 2.2933e+03\n", "Iteration: 7 \n", "|Total Norm: 2.9063e-01 |Residual: 9.3490e-06 |A: 2.9063e-01| Relative Norm : 1.6793e+02\n", "Iteration: 8 \n", "|Total Norm: 4.8906e-03 |Residual: 4.5643e-08 |A: 4.8906e-03| Relative Norm : 2.8259e+00\n", "Iteration: 9 \n", "|Total Norm: 5.8190e-07 |Residual: 2.3684e-11 |A: 5.8190e-07| Relative Norm : 3.3624e-04\n", "Iteration: 10 \n", "|Total Norm: 3.8308e-13 |Residual: 3.8297e-13 |A: 8.8818e-15| Relative Norm : 2.2135e-10\n", "\n", "Arc-Length Step 45 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3.3346e-05 |A: 8.7225e-01| Relative Norm : 3.0431e+02\n", "Iteration: 3 \n", "|Total Norm: 5.1668e-03 |Residual: 2.3176e-07 |A: 5.1668e-03| Relative Norm : 1.8026e+00\n", "Iteration: 4 \n", "|Total Norm: 1.3848e-06 |Residual: 5.6481e-11 |A: 1.3848e-06| Relative Norm : 4.8313e-04\n", "Iteration: 5 \n", "|Total Norm: 3.9602e-13 |Residual: 3.9602e-13 |A: 0.0000e+00| Relative Norm : 1.3817e-10\n", "\n", "Arc-Length Step 47 :\n", "Iteration: 0 \n", "|Total Norm: 7.4433e-03 |Residual: 7.4432e-03 |A: -2.5353e-05| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 8.8200e+00 |Residual: 1.8965e-04 |A: 8.8200e+00| Relative Norm : 1.1850e+03\n", "Iteration: 2 \n", "|Total Norm: 4.6960e+00 |Residual: 2.3002e-04 |A: 4.6960e+00| Relative Norm : 6.3091e+02\n", "Iteration: 3 \n", "|Total Norm: 6.2828e-02 |Residual: 3.1794e-06 |A: 6.2828e-02| Relative Norm : 8.4409e+00\n", "Iteration: 4 \n", "|Total Norm: 2.1259e-04 |Residual: 1.2377e-08 |A: 2.1259e-04| Relative Norm : 2.8562e-02\n", "Iteration: 5 \n", "|Total Norm: 3.6115e-10 |Residual: 4.0020e-13 |A: 3.6115e-10| Relative Norm : 4.8521e-08\n", "Iteration: 6 \n", "|Total Norm: 4.0375e-13 |Residual: 4.0275e-13 |A: 2.8422e-14| Relative Norm : 5.4244e-11\n", "\n", "Arc-Length Step 48 :\n", "Iteration: 0 \n", "|Total Norm: 1.1778e-02 |Residual: 1.1766e-02 |A: -5.3169e-04| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 7.1028e+00 |Residual: 3.0700e-04 |A: 7.1028e+00| Relative Norm : 6.0308e+02\n", "Iteration: 2 \n", "|Total Norm: 6.1495e+00 |Residual: 3.8218e-04 |A: 6.1495e+00| Relative Norm : 5.2214e+02\n", "Iteration: 3 \n", "|Total Norm: 5.6370e-02 |Residual: 3.4943e-06 |A: 5.6370e-02| Relative Norm : 4.7862e+00\n", "Iteration: 4 \n", "|Total Norm: 1.8964e-04 |Residual: 1.4186e-08 |A: 1.8964e-04| Relative Norm : 1.6102e-02\n", "Iteration: 5 \n", "|Total Norm: 1.0766e-10 |Residual: 4.8115e-13 |A: 1.0766e-10| Relative Norm : 9.1414e-09\n", "Iteration: 6 \n", "|Total Norm: 3.4685e-13 |Residual: 3.2769e-13 |A: -1.1369e-13| Relative Norm : 2.9451e-11\n", "\n", "Arc-Length Step 49 :\n", "Iteration: 0 \n", "|Total Norm: 7.1299e-03 |Residual: 7.0968e-03 |A: -6.8573e-04| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 2.1716e+00 |Residual: 1.2794e-04 |A: 2.1716e+00| Relative Norm : 3.0457e+02\n", "Iteration: 2 \n", "|Total Norm: 6.2425e-01 |Residual: 4.5449e-05 |A: 6.2425e-01| Relative Norm : 8.7553e+01\n", "Iteration: 3 \n", "|Total Norm: 6.2441e-04 |Residual: 4.2558e-08 |A: 6.2441e-04| Relative Norm : 8.7576e-02\n", "Iteration: 4 \n", "|Total Norm: 1.5540e-08 |Residual: 1.5781e-12 |A: 1.5540e-08| Relative Norm : 2.1796e-06\n", "Iteration: 5 \n", "|Total Norm: 4.7673e-13 |Residual: 4.6298e-13 |A: 1.1369e-13| Relative Norm : 6.6864e-11\n", "\n", "Arc-Length Step 50 :\n", "Iteration: 0 \n", "|Total Norm: 5.3876e-03 |Residual: 5.3347e-03 |A: -7.5380e-04| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 5.9348e-01 |Residual: 5.3622e-05 |A: 5.9348e-01| Relative Norm : 1.1016e+02\n", "Iteration: 2 \n", "|Total Norm: 4.8250e-02 |Residual: 4.1101e-06 |A: 4.8250e-02| Relative Norm : 8.9557e+00\n", "Iteration: 3 \n", "|Total Norm: 3.9944e-06 |Residual: 3.0051e-10 |A: 3.9944e-06| Relative Norm : 7.4139e-04\n", "Iteration: 4 \n", "|Total Norm: 7.0594e-12 |Residual: 3.9077e-13 |A: -7.0486e-12| Relative Norm : 1.3103e-09\n", "\n", "Arc-Length Step 51 :\n", "Iteration: 0 \n", "|Total Norm: 5.3376e-03 |Residual: 5.2789e-03 |A: -7.8921e-04| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 2.7797e-01 |Residual: 6.4632e-05 |A: 2.7797e-01| Relative Norm : 5.2077e+01\n", "Iteration: 2 \n", "|Total Norm: 5.1379e-02 |Residual: 6.1796e-06 |A: 5.1379e-02| Relative Norm : 9.6260e+00\n", "Iteration: 3 \n", "|Total Norm: 1.0353e-05 |Residual: 1.2859e-09 |A: 1.0353e-05| Relative Norm : 1.9397e-03\n", "Iteration: 4 \n", "|Total Norm: 1.5268e-10 |Residual: 3.5907e-13 |A: 1.5268e-10| Relative Norm : 2.8605e-08\n", "Iteration: 5 \n", "|Total Norm: 3.7240e-13 |Residual: 3.7240e-13 |A: 0.0000e+00| Relative Norm : 6.9769e-11\n", "\n", "Arc-Length Step 52 :\n", "Iteration: 0 \n", "|Total Norm: 6.2416e-03 |Residual: 6.1910e-03 |A: -7.9331e-04| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 4.7794e-01 |Residual: 1.5965e-04 |A: 4.7794e-01| Relative Norm : 7.6573e+01\n", "Iteration: 2 \n", "|Total Norm: 6.8641e-01 |Residual: 9.4701e-05 |A: 6.8641e-01| Relative Norm : 1.0997e+02\n", "Iteration: 3 \n", "|Total Norm: 4.0305e-03 |Residual: 5.6227e-07 |A: 4.0305e-03| Relative Norm : 6.4575e-01\n", "Iteration: 4 \n", "|Total Norm: 2.6104e-06 |Residual: 3.5415e-10 |A: 2.6104e-06| Relative Norm : 4.1822e-04\n", "Iteration: 5 \n", "|Total Norm: 1.8649e-11 |Residual: 3.9262e-13 |A: 1.8645e-11| Relative Norm : 2.9878e-09\n", "\n", "Arc-Length Step 53 :\n", "Iteration: 0 \n", "|Total Norm: 1.0461e-02 |Residual: 1.0437e-02 |A: -7.0777e-04| Relative Norm : 1.0000e+00\n", "Iteration: 1 \n", "|Total Norm: 1.1588e+00 |Residual: 4.6738e-04 |A: 1.1588e+00| Relative Norm : 1.1077e+02\n", "Iteration: 2 \n", "|Total Norm: 4.5056e+01 |Residual: 7.2086e-03 |A: 4.5056e+01| Relative Norm : 4.3070e+03\n", "Iteration: 3 \n", "|Total Norm: 2.0638e+00 |Residual: 2.2563e-04 |A: 2.0638e+00| Relative Norm : 1.9728e+02\n", "Iteration: 4 \n", "|Total Norm: 1.1012e+02 |Residual: 1.6885e-02 |A: 1.1012e+02| Relative Norm : 1.0527e+04\n", "Iteration: 5 \n", "|Total Norm: 5.5184e+00 |Residual: 2.6710e-04 |A: 5.5184e+00| Relative Norm : 5.2751e+02\n", "Iteration: 6 \n", "|Total Norm: 6.0970e+00 |Residual: 5.8582e-04 |A: 6.0970e+00| Relative Norm : 5.8282e+02\n", "Iteration: 7 \n", "|Total Norm: 2.1488e-01 |Residual: 3.4143e-05 |A: 2.1488e-01| Relative Norm : 2.0540e+01\n", "Iteration: 8 \n", "|Total Norm: 3.7424e-02 |Residual: 4.4296e-06 |A: 3.7424e-02| Relative Norm : 3.5774e+00\n", "Iteration: 9 \n", "|Total Norm: 3.8894e-05 |Residual: 5.2985e-09 |A: 3.8894e-05| Relative Norm : 3.7180e-03\n", "Iteration: 10 \n", "|Total Norm: 2.3931e-10 |Residual: 3.8421e-13 |A: 2.3931e-10| Relative Norm : 2.2876e-08\n", "Iteration: 11 \n", "|Total Norm: 5.3994e-13 |Residual: 4.1859e-13 |A: -3.4106e-13| Relative Norm : 5.1614e-11\n" ] } ], "source": [ "disp = [v.vector()[:]]\n", "lmbda = [0]\n", "# Function space to compute reaction force at each iteration\n", "v_reac = Function(V)\n", "bcRy = DirichletBC(V.sub(0).sub(1), Constant(1.0), bottom) # take reaction force from the bottom\n", "f_reac = [0.0]\n", "for ii in range(0,55):\n", " solver.solve()\n", " if solver.converged:\n", " # Store whole displacement field\n", " disp.append(v.vector()[:])\n", " # Store displacement factor\n", " lmbda.append(apply_disp.t)\n", " # Compute and store reaction force\n", " bcRy.apply(v_reac.vector())\n", " f_reac.append(assemble(action(residual,v_reac)))" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Post Processing\n", "Here we plot the final deformed shape and the equilibrium path." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "# Get dof coordinates:\n", "x_dofs = V.sub(0).sub(0).dofmap().dofs()\n", "y_dofs = V.sub(0).sub(1).dofmap().dofs()\n", "theta_dofs = V.sub(1).dofmap().dofs()\n", "dofs = V.tabulate_dof_coordinates()\n", "dof_coords = dofs.reshape((-1, 2))" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x_nodal_coord = dof_coords[x_dofs][:,0]\n", "y_nodal_coord = dof_coords[y_dofs][:,1]\n", "# Get nodal values \n", "\n", "# Plot displacement field\n", "disp_x = x_nodal_coord + disp[-1][x_dofs]\n", "disp_y = y_nodal_coord + disp[-1][y_dofs]\n", "\n", "plt.figure(figsize=(7,7))\n", "plt.scatter(disp_x, disp_y, marker = '.', c = 'r', label = 'Deformed Configuration')\n", "plt.scatter(x_nodal_coord,y_nodal_coord, marker = '.', c = 'k', alpha = 0.3, label = 'Initial Configuration')\n", "\n", "plt.xlabel('x-coordinates')\n", "plt.ylabel('y-coordinates')\n", "plt.axis('equal')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Equilibrium path')" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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