diff --git a/notebooks/2015-11-23-2d-tie-contact.ipynb b/notebooks/2015-11-23-2d-tie-contact.ipynb index 7ff8b1a..6dca227 100644 --- a/notebooks/2015-11-23-2d-tie-contact.ipynb +++ b/notebooks/2015-11-23-2d-tie-contact.ipynb @@ -503,7 +503,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 4, "metadata": { "collapsed": false }, @@ -514,7 +514,7 @@ "create_problems (generic function with 1 method)" ] }, - "execution_count": 7, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -522,7 +522,7 @@ "source": [ "using JuliaFEM.Core: Element, MortarProblem, calculate_normal_tangential_coordinates!\n", "\n", - "phi = pi/4\n", + "phi = 0\n", "rmat = [cos(phi) -sin(phi); sin(phi) cos(phi)]\n", "\n", "function create_problems()\n", @@ -567,7 +567,8 @@ " elset == :LEFT || continue\n", " element = Seg2(elcon)\n", " update!(element, \"geometry\", mesh[\"nodes\"])\n", - " element[\"displacement\"] = 0.0\n", + " # FIXME\n", + " element[\"displacement\"] = (0.0 => Vector{Float64}[[0.0, 0.0], [0.0, 0.0]])\n", " push!(boundary_problem, element)\n", " end\n", "\n", @@ -576,8 +577,8 @@ "\n", " # Contact definition: contact pair is `LOWER_TO_UPPER <--> UPPER_TO_LOWER`:\n", "\n", - " mortar_surface = :UPPER_TO_LOWER\n", - " slave_surface = :LOWER_TO_UPPER\n", + " mortar_surface = :LOWER_TO_UPPER\n", + " slave_surface = :UPPER_TO_LOWER\n", "\n", " master_elements = JuliaFEM.Core.Element[]\n", " for (elid, (eltype, elset, elcon)) in mesh[\"connectivity\"]\n", @@ -585,6 +586,7 @@ " elset == mortar_surface || continue\n", " element = Seg2(elcon)\n", " update!(element, \"geometry\", mesh[\"nodes\"])\n", + " element[\"displacement\"] = (0.0 => Vector{Float64}[[0.0, 0.0], [0.0, 0.0]])\n", " push!(master_elements, element)\n", " end\n", "\n", @@ -596,6 +598,7 @@ " update!(element, \"geometry\", mesh[\"nodes\"])\n", " element[\"master elements\"] = master_elements\n", " calculate_normal_tangential_coordinates!(element, 0.0)\n", + " element[\"displacement\"] = (0.0 => Vector{Float64}[[0.0, 0.0], [0.0, 0.0]])\n", " push!(contact_problem, element)\n", " end\n", "\n", @@ -609,7 +612,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 22, "metadata": { "collapsed": false }, @@ -621,8 +624,8 @@ "INFO: Found 5 element sets: LOWER_TO_UPPER, RIGHT, UPPER_TO_LOWER, LEFT, LOAD\n", "INFO: created 104 field elements.\n", "INFO: created 4 boundary elements.\n", - "INFO: # of master elements: 14\n", - "INFO: # of slave elements: 20\n", + "INFO: # of master elements: 20\n", + "INFO: # of slave elements: 14\n", "INFO: Starting solver divided_beam\n", "INFO: # of field problems: 1\n", "INFO: # of boundary problems: 2\n", @@ -643,15 +646,18 @@ "INFO: Assembling boundary problems...\n", "INFO: Assembling boundary 1: dirichlet boundary\n", "INFO: Assembling boundary 2: mortar problem\n", + "INFO: assemble: doing postprocess for problem JuliaFEM.Core.BoundaryProblem{JuliaFEM.Core.MortarProblem} assembly\n", + "INFO: postprocess mortar assembly: set all active.\n", + "INFO: postprocess mortar assembly: done.\n", "INFO: Solving system\n", - "INFO: UMFPACK: solved in 0.32906603813171387 seconds. norm = 1.0493886213441448\n", + "INFO: UMFPACK: solved in 0.0 seconds. norm = 1.0498297465725597\n", "INFO: timing info for iteration:\n", - "INFO: boundary assembly : 2.0574679374694824\n", - "INFO: field assembly : 0.0727851390838623\n", - "INFO: dump matrices to disk : 9.5367431640625e-7\n", - "INFO: solve problem : 0.45780277252197266\n", - "INFO: update element data : 0.019611835479736328\n", - "INFO: non-linear iteration : 2.607689142227173\n", + "INFO: boundary assembly : 0.14100003242492676\n", + "INFO: field assembly : 0.06200003623962402\n", + "INFO: dump matrices to disk : 0.0\n", + "INFO: solve problem : 0.07800006866455078\n", + "INFO: update element data : 0.0\n", + "INFO: non-linear iteration : 0.28100013732910156\n", "INFO: Starting iteration 2\n", "INFO: Assembling field problems...\n", "INFO: Assembling body 1: plane stress linear elasticity\n", @@ -669,8 +675,12 @@ "INFO: Assembling boundary problems...\n", "INFO: Assembling boundary 1: dirichlet boundary\n", "INFO: Assembling boundary 2: mortar problem\n", + "INFO: assemble: doing postprocess for problem JuliaFEM.Core.BoundaryProblem{JuliaFEM.Core.MortarProblem} assembly\n", + "INFO: postprocess mortar assembly: set all active.\n", + "INFO: postprocess mortar assembly: done.\n", "INFO: Solving system\n", - "INFO: UMFPACK: solved in 0.0017130374908447266 seconds. norm = 1.249111411770011e-13\n" + "INFO: UMFPACK: solved in 0.0 seconds. norm = 7.988175688901427e-13\n", + "INFO: timing info for iteration:\n" ] }, { @@ -679,7 +689,7 @@ "(2,true)" ] }, - "execution_count": 8, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, @@ -687,26 +697,50 @@ "name": "stderr", "output_type": "stream", "text": [ - "INFO: timing info for iteration:\n", - "INFO: boundary assembly : 0.09813404083251953\n", - "INFO: field assembly : 0.05019092559814453\n", - "INFO: dump matrices to disk : 9.5367431640625e-7\n", - "INFO: solve problem : 0.07112407684326172\n", - "INFO: update element data : 0.0012018680572509766\n", - "INFO: non-linear iteration : 0.22066807746887207\n", - "INFO: solver finished in 2.829770088195801 seconds.\n" + "INFO: boundary assembly : 0.125\n", + "INFO: field assembly : 0.04700016975402832\n", + "INFO: dump matrices to disk : 0.0\n", + "INFO: solve problem : 0.07799983024597168\n", + "INFO: update element data : 0.0\n", + "INFO: non-linear iteration : 0.25\n", + "INFO: solver finished in 0.5460000038146973 seconds.\n" ] } ], "source": [ "using JuliaFEM.Core: DirectSolver\n", + "import JuliaFEM.Core: postprocess_assembly!\n", + "\n", + "function JuliaFEM.Core.postprocess_assembly!(\n", + " assembly::BoundaryAssembly, problem::BoundaryProblem{MortarProblem},\n", + " time::Real)\n", + " info(\"postprocess mortar assembly: set all active.\")\n", + " C1 = sparse(assembly.C1)\n", + " C2 = sparse(assembly.C2)\n", + " g = sparse(assembly.g)\n", + " dim = size(C1, 1)\n", + " P = calculate_normal_tangential_coordinates(get_elements(problem), time)\n", + " C1 = P*C1\n", + " C2 = P*C2\n", + " g = P*g\n", + " for i=1:2:dim\n", + " g[i] = 0\n", + " end\n", + " for i=2:2:dim\n", + " g[i] = 0\n", + " end\n", + " assembly.C1 = C1\n", + " assembly.C2 = C2\n", + " assembly.g = g\n", + " info(\"postprocess mortar assembly: done.\")\n", + "end\n", "\n", "field_problem, boundary_problem, contact_problem = create_problems()\n", "\n", "solver = DirectSolver()\n", "solver.name = \"divided_beam\"\n", "solver.method = :UMFPACK\n", - "solver.max_iterations = 3\n", + "solver.max_iterations = 2\n", "solver.dump_matrices = false\n", "push!(solver, field_problem)\n", "push!(solver, boundary_problem)\n", @@ -716,7 +750,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 23, "metadata": { "collapsed": false }, @@ -727,7 +761,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 24, "metadata": { "collapsed": false }, @@ -736,30 +770,18 @@ "name": "stderr", "output_type": "stream", "text": [ - "INFO: displacement at tip: [0.12002620186301985,-0.15542771506722675]\n" + "INFO: displacement at tip: [-0.025055423270024916,-0.1948404624884097]\n" ] }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "PyPlot.Figure(PyObject )" + "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "2-element Array{Float64,1}:\n", - " 0.120026\n", - " -0.155428" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" } ], "source": [ @@ -800,34 +822,34 @@ " end\n", "\n", " PyPlot.axis(\"equal\")\n", - " PyPlot.axis(\"off\")\n", + " #PyPlot.axis(\"off\")\n", "\n", " return u_tip\n", "end\n", "\n", - "u_tip = plot(field_problem)" + "u_tip = plot(field_problem, 30.0)\n", + "#PyPlot.xlim(95, 105)\n", + "#PyPlot.ylim(-10, 0)\n", + "PyPlot.grid()" ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 25, "metadata": { "collapsed": false }, "outputs": [ { - "data": { - "text/plain": [ - "0.19637735038614154" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: different result\n" + ] } ], "source": [ - "norm(u_tip)" + "isapprox(u_tip, [-0.025032650050963334,-0.19477533256579582]) || warn(\"different result\")" ] }, { @@ -840,7 +862,7 @@ { "data": { "text/plain": [ - "true" + "false" ] }, "execution_count": 7, @@ -849,12 +871,12 @@ } ], "source": [ - "isapprox(u_tip, [-0.025032650050963334,-0.19477533256579582]) || warn(\"different result\")" + "isapprox(norm(u_tip), 0.19637735038616433)" ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 20, "metadata": { "collapsed": false }, @@ -862,16 +884,17 @@ { "data": { "text/plain": [ - "true" + "0.5844061952187506" ] }, - "execution_count": 12, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "isapprox(norm(u_tip), 0.19637735038616433)" + "#field_problem, boundary_problem, contact_problem = create_problems()\n", + "maximum(abs(reshape(full(assemble(contact_problem, 0.0).g), 2, 78)))" ] }, { @@ -885,7 +908,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 27, "metadata": { "collapsed": false }, @@ -897,8 +920,8 @@ "INFO: Found 5 element sets: LOWER_TO_UPPER, RIGHT, UPPER_TO_LOWER, LEFT, LOAD\n", "INFO: created 104 field elements.\n", "INFO: created 4 boundary elements.\n", - "INFO: # of master elements: 14\n", - "INFO: # of slave elements: 20\n", + "INFO: # of master elements: 20\n", + "INFO: # of slave elements: 14\n", "INFO: Starting solver divided_beam_small_sliding_contact\n", "INFO: # of field problems: 1\n", "INFO: # of boundary problems: 2\n", @@ -921,19 +944,16 @@ "INFO: Assembling boundary 2: mortar problem\n", "INFO: assemble: doing postprocess for problem JuliaFEM.Core.BoundaryProblem{JuliaFEM.Core.MortarProblem} assembly\n", "INFO: postprocess mortar assembly: remove contraints in tangent direction on boundary.\n", - "INFO: dim of C1 = (104,156)\n", - "INFO: dim of C2 = (104,156)\n", - "INFO: dim of P = (104,104)\n", "INFO: postprocess mortar assembly: done.\n", "INFO: Solving system\n", - "INFO: UMFPACK: solved in 0.00822305679321289 seconds. norm = 3.141256420230667\n", + "INFO: UMFPACK: solved in 0.016000032424926758 seconds. norm = 3.19541396809605\n", "INFO: timing info for iteration:\n", - "INFO: boundary assembly : 0.6682760715484619\n", - "INFO: field assembly : 0.06378602981567383\n", - "INFO: dump matrices to disk : 9.5367431640625e-7\n", - "INFO: solve problem : 0.08866310119628906\n", - "INFO: update element data : 0.0013039112091064453\n", - "INFO: non-linear iteration : 0.8220479488372803\n", + "INFO: boundary assembly : 0.15600013732910156\n", + "INFO: field assembly : 0.06299996376037598\n", + "INFO: dump matrices to disk : 0.0\n", + "INFO: solve problem : 0.07799983024597168\n", + "INFO: update element data : 0.0\n", + "INFO: non-linear iteration : 0.2969999313354492\n", "INFO: Starting iteration 2\n", "INFO: Assembling field problems...\n", "INFO: Assembling body 1: plane stress linear elasticity\n", @@ -953,29 +973,25 @@ "INFO: Assembling boundary 2: mortar problem\n", "INFO: assemble: doing postprocess for problem JuliaFEM.Core.BoundaryProblem{JuliaFEM.Core.MortarProblem} assembly\n", "INFO: postprocess mortar assembly: remove contraints in tangent direction on boundary.\n", - "INFO: dim of C1 = (104,156)\n", - "INFO: dim of C2 = (104,156)\n", - "INFO: dim of P = (104,104)\n", "INFO: postprocess mortar assembly: done.\n", "INFO: Solving system\n", - "INFO: UMFPACK: solved in 0.0014190673828125 seconds. norm = 3.927608258855347e-12\n", + "INFO: UMFPACK: solved in 0.015999794006347656 seconds. norm = 4.2642907717825e-12\n", "INFO: timing info for iteration:\n", - "INFO: boundary assembly : 0.11057901382446289\n", - "INFO: field assembly : 0.05525398254394531\n", - "INFO: dump matrices to disk : 2.1457672119140625e-6\n", - "INFO: solve problem : 0.07990384101867676\n", - "INFO: update element data : 0.0012819766998291016\n", - "INFO: non-linear iteration : 0.24703502655029297\n", - "INFO: solver finished in 1.0706429481506348 seconds.\n", - "INFO: displacement at tip: [0.39054101395962204,-0.44586724992142107]\n", - "WARNING: result changed" + "INFO: boundary assembly : 0.125\n", + "INFO: field assembly : 0.06200003623962402\n", + "INFO: dump matrices to disk : 0.0\n", + "INFO: solve problem : 0.07800006866455078\n", + "INFO: update element data : 0.0\n", + "INFO: non-linear iteration : 0.2650001049041748\n", + "INFO: solver finished in 0.562000036239624 seconds.\n", + "INFO: displacement at tip: [-0.039625239558345494,-0.6006517665563703]\n" ] }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ - "PyPlot.Figure(PyObject )" + "PyPlot.Figure(PyObject )" ] }, "metadata": {}, @@ -985,7 +1001,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "\n" + "WARNING: result changed\n" ] } ], @@ -1012,8 +1028,9 @@ " end\n", " P = sparse(P)\n", " for i=1:size(P,1)\n", - " if sum(abs(P[i,:])) > 0.0\n", - " P[i,:] = P[i,:] / norm(P[i,:])\n", + " n = norm(P[i,:])\n", + " if n > 0.0\n", + " P[i,:] = P[i,:] / n\n", " end\n", " end\n", " return P\n", @@ -1025,33 +1042,25 @@ " assembly::BoundaryAssembly, problem::BoundaryProblem{MortarProblem},\n", " time::Real)\n", " info(\"postprocess mortar assembly: remove contraints in tangent direction on boundary.\")\n", - "\n", " C1 = sparse(assembly.C1)\n", " C2 = sparse(assembly.C2)\n", - " info(\"dim of C1 = \", size(C1))\n", - " info(\"dim of C2 = \", size(C2))\n", + " g = sparse(assembly.g)\n", " dim = size(C1, 1)\n", - "\n", " P = calculate_normal_tangential_coordinates(get_elements(problem), time)\n", - " #P = full(P)\n", - " #P[abs(P) .< 1.0e-9] = 0\n", - " #P = sparse(-P)\n", - " info(\"dim of P = \", size(P))\n", " C1 = P*C1\n", " C2 = P*C2\n", - "\n", + " g = P*g\n", + " for i=1:2:dim\n", + " g[i] = 0\n", + " end\n", " for i=2:2:dim\n", " C1[i,:] = 0\n", " C2[i,:] = 0\n", + " g[i] = 0\n", " end\n", - "\n", - " #for i=1:2:dim\n", - " # info(\"normal direction in node: i=$i, \", P[i,i:i+1])\n", - " # info(\"# nonzeros in row: \", length(nonzeros(P[i,:])))\n", - " #end\n", - "\n", " assembly.C1 = C1\n", " assembly.C2 = C2\n", + " assembly.g = g\n", " info(\"postprocess mortar assembly: done.\")\n", "end\n", "\n", @@ -1061,7 +1070,7 @@ "solver = DirectSolver()\n", "solver.name = \"divided_beam_small_sliding_contact\"\n", "solver.method = :UMFPACK\n", - "solver.max_iterations = 3\n", + "solver.max_iterations = 10\n", "solver.dump_matrices = false\n", "push!(solver, field_problem)\n", "push!(solver, boundary_problem)\n", @@ -1070,24 +1079,410 @@ "\n", "\n", "u_tip = plot(field_problem, 30)\n", - "isapprox(u_tip, [-0.03903778814766088,-0.5899441561142401]) || warn(\"result changed\")\n", - "# [-0.039030212458572940,-0.5885059481026573]\n", + "isapprox(u_tip, [-0.039099109886825065,-0.5906862289553287]) || warn(\"result changed\")\n", + "# [-0.039030212458572940,-0.5885059481026573] # rotate manually [0 1; 1 0] or multiply by -P\n", "# [-0.039036748287580560,-0.5897457086352924]\n", "# [-0.039037269987308750,-0.5898452701000865]\n", "# [-0.039037788147688480,-0.5899441561146597]\n", "# [-0.039099099865037394,-0.5906742308544110]\n", + "# [-0.039099109886825065,-0.5906862289553287] # remove constraint in x direction manually\n", "# [-0.039099231221552275,-0.5907858076472083]\n", "# [-0.039099285443584080,-0.5908044797337564]\n", "# [-0.039149880055252856,-0.5916839898102431]\n", "# [-0.039149700806172030,-0.5917487545114570]\n", "# [-0.039149456207397196,-0.5918347268056199]\n", "# [-0.039148982216695556,-0.5920462890915309]\n", - "# [-0.039148229226873680,-0.5923403595745590]" + "# [-0.039148229226873680,-0.5923403595745590] # rotate manually [0 -1; -1 0] or multiply by P\n", + "#PyPlot.xlim(45, 55)\n", + "#PyPlot.ylim(-10, 20)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Frictionless 2d contact with active and inactive nodes" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 32, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO: Found 5 element sets: LOWER_TO_UPPER, RIGHT, UPPER_TO_LOWER, LEFT, LOAD\n", + "INFO: created 104 field elements.\n", + "INFO: created 4 boundary elements.\n", + "INFO: # of master elements: 20\n", + "INFO: # of slave elements: 14\n", + "INFO: Starting solver divided_beam_inequality_constraints\n", + "INFO: # of field problems: 1\n", + "INFO: # of boundary problems: 2\n", + "INFO: Starting iteration 1\n", + "INFO: Assembling field problems...\n", + "INFO: Assembling body 1: plane stress linear elasticity\n", + "INFO: Assembly: 10.0 % done. \n", + "INFO: Assembly: 20.0 % done. \n", + "INFO: Assembly: 30.0 % done. \n", + "INFO: Assembly: 40.0 % done. \n", + "INFO: Assembly: 50.0 % done. \n", + "INFO: Assembly: 60.0 % done. \n", + "INFO: Assembly: 70.0 % done. \n", + "INFO: Assembly: 80.0 % done. \n", + "INFO: Assembly: 90.0 % done. \n", + "INFO: Assembly: 100.0 % done. \n", + "INFO: dim = 210\n", + "INFO: Assembling boundary problems...\n", + "INFO: Assembling boundary 1: dirichlet boundary\n", + "INFO: Assembling boundary 2: mortar problem\n", + "INFO: assemble: doing postprocess for problem JuliaFEM.Core.BoundaryProblem{JuliaFEM.Core.MortarProblem} assembly\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Array(Float64,(1,156)) " + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO: postprocess mortar assembly: peforming PDASS.\n", + "INFO: displacement vector\n", + "INFO: reaction force vector\n", + "INFO: complementarity function\n", + "INFO: postprocess mortar assembly: done.\n", + "INFO: Solving system\n", + "INFO: UMFPACK: solved in 0.015999794006347656 seconds. norm = 3.1954139680982063\n", + "INFO: timing info for iteration:\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1x156 Array{Float64,2}:\n", + " 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 … 0.0 -35.7143 0.0 -17.8571 0.0\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO: boundary assembly : 0.17199993133544922\n", + "INFO: field assembly : 0.06200003623962402\n", + "INFO: dump matrices to disk : 0.0\n", + "INFO: solve problem : 0.07800006866455078\n", + "INFO: update element data : 0.0\n", + "INFO: non-linear iteration : 0.312000036239624\n", + "INFO: Starting iteration 2\n", + "INFO: Assembling field problems...\n", + "INFO: Assembling body 1: plane stress linear elasticity\n", + "INFO: Assembly: 10.0 % done. \n", + "INFO: Assembly: 20.0 % done. \n", + "INFO: Assembly: 30.0 % done. \n", + "INFO: Assembly: 40.0 % done. \n", + "INFO: Assembly: 50.0 % done. \n", + "INFO: Assembly: 60.0 % done. \n", + "INFO: Assembly: 70.0 % done. \n", + "INFO: Assembly: 80.0 % done. \n", + "INFO: Assembly: 90.0 % done. \n", + "INFO: Assembly: 100.0 % done. \n", + "INFO: dim = 210\n", + "INFO: Assembling boundary problems...\n", + "INFO: Assembling boundary 1: dirichlet boundary\n", + "INFO: Assembling boundary 2: mortar problem\n", + "INFO: assemble: doing postprocess for problem JuliaFEM.Core.BoundaryProblem{JuliaFEM.Core.MortarProblem} assembly\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Array(Float64,(1,156)) " + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO: postprocess mortar assembly: peforming PDASS.\n", + "INFO: displacement vector\n", + "\t[127, 1] = -0.141846\n", + "\t[128, 1] = -2.07779\n", + "\t[129, 1] = -0.283512\n", + "\t[130, 1] = -3.8858\n", + "\t[131, 1] = -0.282807\n", + "\t[132, 1] = -3.48137\n", + "\t[133, 1] = -0.281235\n", + "\t[134, 1] = -3.07825\n", + "\t[135, 1] = -0.27755\n", + "\t[136, 1] = -2.67817\n", + "\t[137, 1] = -0.272928\n", + "\t[138, 1] = -2.2844\n", + "\t[139, 1] = -0.263296\n", + "\t[140, 1] = -1.90014\n", + "\t[141, 1] = -0.249584\n", + "\t[142, 1] = -1.53178\n", + "\t[143, 1] = -0.231934\n", + "\t[144, 1] = -1.18545\n", + "\t[145, 1] = -0.208615\n", + "\t[146, 1] = -0.867995\n", + "\t[147, 1] = -0.179164\n", + "\t[148, 1] = -0.587717\n", + "\t[149, 1] = -0.144014\n", + "\t[150, 1] = -0.352805\n", + "\t[151, 1] = -0.101179\n", + "\t[152, 1] = -0.173341\n", + "\t[153, 1] = -0.0525324\n", + "\t[154, 1] = -0.0572116\n", + "\t[155, 1] = -0.0119697\n", + "\t[156, 1] = -0.0075161\n", + "INFO: reaction force vector\n", + "\t[127, 1] = 0.00928554\n", + "\t[129, 1] = 0.0261674\n", + "\t[131, 1] = 0.022025\n", + "\t[133, 1] = 0.043811\n", + "\t[135, 1] = 0.0121639\n", + "\t[137, 1] = 0.0816996\n", + "\t[139, 1] = 0.00028656\n", + "\t[141, 1] = 0.0353632\n", + "\t[143, 1] = 0.0211166\n", + "\t[145, 1] = 0.0341882\n", + "\t[147, 1] = -0.0114635\n", + "\t[149, 1] = 0.0682813\n", + "\t[151, 1] = -0.198099\n", + "\t[153, 1] = 0.3615\n", + "\t[154, 1] = -3.64909\n", + "\t[155, 1] = -2.33584\n", + "\t[156, 1] = -7.29817\n", + "INFO: complementarity function\n", + "INFO: postprocess mortar assembly: done.\n", + "INFO: Solving system\n", + "INFO: UMFPACK: solved in 0.0 seconds. norm = 0.442431316179111\n", + "INFO: timing info for iteration:\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1x156 Array{Float64,2}:\n", + " 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 … -0.3615 -17.8496 0.0119697\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO: boundary assembly : 0.14100003242492676\n", + "INFO: field assembly : 0.06200003623962402\n", + "INFO: dump matrices to disk : 0.0\n", + "INFO: solve problem : 0.07799983024597168\n", + "INFO: update element data : 0.0\n", + "INFO: non-linear iteration : 0.28099989891052246\n", + "INFO: Warning: did not coverge in 2 iterations!\n", + "INFO: displacement at tip: [-0.03628730111992046,-0.5261298535798602]\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "PyPlot.Figure(PyObject )" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "2-element Array{Float64,1}:\n", + " -0.0362873\n", + " -0.52613 " + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "function create_problems_2()\n", + "\n", + " mesh = parse_aster_med_file(Pkg.dir(\"JuliaFEM\")*\"/geometry/2d_beam/BEAM.med\")\n", + " \n", + " upper_body_nodes = Set()\n", + " for (elid, (eltype, elset, elcon)) in mesh[\"connectivity\"]\n", + " eltype == :TR3 || continue\n", + " push!(upper_body_nodes, elcon...)\n", + " end\n", + " for (nid, coords) in mesh[\"nodes\"]\n", + " nid in upper_body_nodes || continue\n", + " mesh[\"nodes\"][nid] = mesh[\"nodes\"][nid] + [0.0, 5.0]\n", + " end\n", + " \n", + " field_problem = PlaneStressLinearElasticityProblem()\n", + "\n", + " # field problems\n", + " joo = Dict(:QU4 => Quad4, :TR3 => Tri3)\n", + " for (elid, (eltype, elset, elcon)) in mesh[\"connectivity\"]\n", + " eltype in keys(joo) || continue\n", + " element = joo[eltype](elcon)\n", + " update!(element, \"geometry\", mesh[\"nodes\"])\n", + " element[\"youngs modulus\"] = 900.0\n", + " element[\"poissons ratio\"] = 0.25\n", + " push!(field_problem, element)\n", + " end\n", + "\n", + " # neumann boundary condition -1 on y direction\n", + " for (elid, (eltype, elset, elcon)) in mesh[\"connectivity\"]\n", + " eltype == :SE2 || continue\n", + " elset == :LOAD || continue\n", + " element = Seg2(elcon)\n", + " update!(element, \"geometry\", mesh[\"nodes\"])\n", + " # FIXME\n", + " # element[\"displacement traction force\"] = rmat*[0.0, -0.01]\n", + " f = rmat*[0.0, -0.01]\n", + " element[\"displacement traction force\"] = Vector{Float64}[f, f]\n", + " push!(field_problem, element)\n", + " end\n", + "\n", + " # boundary conditions\n", + " boundary_problem = DirichletProblem(\"displacement\", 2)\n", + "\n", + " for (elid, (eltype, elset, elcon)) in mesh[\"connectivity\"]\n", + " eltype == :SE2 || continue\n", + " elset == :LEFT || continue\n", + " element = Seg2(elcon)\n", + " update!(element, \"geometry\", mesh[\"nodes\"])\n", + " element[\"displacement\"] = (0.0 => Vector{Float64}[[0.0, 0.0], [0.0, 0.0]])\n", + " push!(boundary_problem, element)\n", + " end\n", + "\n", + " info(\"created $(length(get_elements(field_problem))) field elements.\")\n", + " info(\"created $(length(get_elements(boundary_problem))) boundary elements.\")\n", + "\n", + " # Contact definition: contact pair is `LOWER_TO_UPPER <--> UPPER_TO_LOWER`:\n", + "\n", + " mortar_surface = :LOWER_TO_UPPER\n", + " slave_surface = :UPPER_TO_LOWER\n", + "\n", + " master_elements = JuliaFEM.Core.Element[]\n", + " for (elid, (eltype, elset, elcon)) in mesh[\"connectivity\"]\n", + " eltype == :SE2 || continue\n", + " elset == mortar_surface || continue\n", + " element = Seg2(elcon)\n", + " update!(element, \"geometry\", mesh[\"nodes\"])\n", + " element[\"displacement\"] = (0.0 => Vector{Float64}[[0.0, 0.0], [0.0, 0.0]])\n", + " push!(master_elements, element)\n", + " end\n", + "\n", + " contact_problem = MortarProblem(\"displacement\", 2)\n", + " for (elid, (eltype, elset, elcon)) in mesh[\"connectivity\"]\n", + " eltype == :SE2 || continue\n", + " elset == slave_surface || continue\n", + " element = Seg2(elcon)\n", + " update!(element, \"geometry\", mesh[\"nodes\"])\n", + " element[\"master elements\"] = master_elements\n", + " element[\"displacement\"] = (0.0 => Vector{Float64}[[0.0, 0.0], [0.0, 0.0]])\n", + " calculate_normal_tangential_coordinates!(element, 0.0)\n", + " push!(contact_problem, element)\n", + " end\n", + "\n", + " info(\"# of master elements: $(length(master_elements))\")\n", + " info(\"# of slave elements: $(length(contact_problem.elements))\")\n", + "\n", + " return field_problem, boundary_problem, contact_problem\n", + "\n", + "end\n", + "\n", + "using JuliaFEM.Core: get_gdofs\n", + "\n", + "function calculate_nodal_vector(field_name::ASCIIString, problem::BoundaryProblem, time::Real)\n", + " la = SparseMatrixCOO()\n", + " field_dim = problem.parent_field_dim\n", + " for element in get_elements(problem)\n", + " haskey(element, field_name) || continue\n", + " gdofs = get_gdofs(element, field_dim)\n", + " for ip in get_integration_points(element, Val{5})\n", + " J = get_jacobian(element, ip, time)\n", + " w = ip.weight*norm(J)\n", + " rf = element(field_name, ip, time)\n", + " N = element(ip, time)\n", + " add!(la, gdofs, w*rf*N)\n", + " end\n", + " end\n", + " return sparse(la)\n", + "end\n", + "\n", + "function JuliaFEM.Core.postprocess_assembly!(\n", + " assembly::BoundaryAssembly, problem::BoundaryProblem{MortarProblem},\n", + " time::Real)\n", + " info(\"postprocess mortar assembly: peforming PDASS.\")\n", + " C1 = sparse(assembly.C1)\n", + " C2 = sparse(assembly.C2)\n", + " g = sparse(assembly.g)\n", + " dim = size(C1, 1)\n", + " P = calculate_normal_tangential_coordinates(get_elements(problem), time)\n", + " la = calculate_nodal_vector(\"reaction force\", problem, time)\n", + " u = calculate_nodal_vector(\"displacement\", problem, time)\n", + " info(\"displacement vector\", u)\n", + " info(\"reaction force vector\", la)\n", + " C1 = P*C1\n", + " C2 = P*C2\n", + " g = P*g\n", + " c = 1.0\n", + " # complementarity function\n", + " #C = find(vec(full(P*la + c*P*g)) .> 0)\n", + " C = full(P*la - c*g)\n", + " C[C .<0 ] = 0\n", + " C = P*la - C\n", + " #info(\"active dofs: $(find(active_dofs))\")\n", + " info(\"complementarity function\")\n", + " dump(C')\n", + " for i=1:2:dim\n", + " #C1[i,:] = 0\n", + " #C2[i,:] = 0\n", + " g[i] = 0\n", + " end\n", + " for i=2:2:dim\n", + " C1[i,:] = 0\n", + " C2[i,:] = 0\n", + " #g[i] = 0\n", + " end\n", + " assembly.g = g\n", + " assembly.C1 = C1\n", + " assembly.C2 = C2\n", + " info(\"postprocess mortar assembly: done.\")\n", + "end\n", + "\n", + "field_problem, boundary_problem, contact_problem = create_problems_2()\n", + "using JuliaFEM.Core: DirectSolver\n", + "solver = DirectSolver()\n", + "solver.name = \"divided_beam_inequality_constraints\"\n", + "solver.method = :UMFPACK\n", + "solver.max_iterations = 2\n", + "solver.dump_matrices = false\n", + "push!(solver, field_problem)\n", + "push!(solver, boundary_problem)\n", + "push!(solver, contact_problem)\n", + "call(solver, 0.0)\n", + "\n", + "u_tip = plot(field_problem, 30)" + ] + }, + { + "cell_type": "code", + "execution_count": 36, "metadata": { "collapsed": false }, @@ -1095,16 +1490,131 @@ { "data": { "text/plain": [ - "(0.5936326182349801,0.5927224376865623)" + "2-element Array{Float64,1}:\n", + " 60.7143\n", + " 15.0 " ] }, - "execution_count": 15, + "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "norm([-0.039148229226873680,-0.5923403595745590]), norm([0.39054101395962204,-0.44586724992142107])" + "contact_problem.elements[5](\"geometry\", [0.0], 0.0)" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "4-element Array{Int64,1}:\n", + " 137\n", + " 138\n", + " 139\n", + " 140" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "JuliaFEM.Core.get_gdofs(contact_problem.elements[5], 2)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO: assemble: doing postprocess for problem JuliaFEM.Core.BoundaryProblem{JuliaFEM.Core.MortarProblem} assembly\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Array(Float64,(0,2)) " + ] + }, + { + "data": { + "text/plain": [ + "4x1 Array{Float64,2}:\n", + " 0.0\n", + " -2.0\n", + " 0.0\n", + " -2.0" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO: postprocess mortar assembly: remove contraints in tangent direction on boundary.\n", + "INFO: postprocess mortar assembly: done.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0x2 Array{Float64,2}\n" + ] + } + ], + "source": [ + "function JuliaFEM.Core.postprocess_assembly!(\n", + " assembly::BoundaryAssembly, problem::BoundaryProblem{MortarProblem},\n", + " time::Real)\n", + " info(\"postprocess mortar assembly: remove contraints in tangent direction on boundary.\")\n", + " C1 = sparse(assembly.C1)\n", + " C2 = sparse(assembly.C2)\n", + " g = sparse(assembly.g)\n", + " n = round(Int, length(g)/2)\n", + " dump(reshape(full(g), 2, n)[:,60:end]')\n", + " dim = size(C1, 1)\n", + " P = calculate_normal_tangential_coordinates(get_elements(problem), time)\n", + " C1 = P*C1\n", + " C2 = P*C2\n", + " for i=2:2:dim\n", + " C1[i,:] = 0\n", + " C2[i,:] = 0\n", + " end\n", + " assembly.g = g\n", + " assembly.C1 = C1\n", + " assembly.C2 = C2\n", + " info(\"postprocess mortar assembly: done.\")\n", + "end\n", + "\n", + "el1 = Seg2([1, 2])\n", + "el1[\"geometry\"] = Vector{Float64}[[0.0, 0.0], [4.0, 0.0]]\n", + "el2 = Seg2([3, 4])\n", + "el2[\"geometry\"] = Vector{Float64}[[0.0, 1.0], [4.0, 1.0]]\n", + "el1[\"master elements\"] = Element[el2]\n", + "JuliaFEM.Core.calculate_normal_tangential_coordinates!(el1, 0.0)\n", + "p = MortarProblem(\"displacement\", 2)\n", + "push!(p, el1)\n", + "a = JuliaFEM.Core.assemble(p, 0.0)\n", + "full(a.g)" ] }, { @@ -1789,7 +2299,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Julia 0.4.2", + "display_name": "Julia 0.4.1", "language": "julia", "name": "julia-0.4" }, @@ -1797,7 +2307,7 @@ "file_extension": ".jl", "mimetype": "application/julia", "name": "julia", - "version": "0.4.2" + "version": "0.4.1" } }, "nbformat": 4,