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https://github.com/JuliaFEM/JuliaFEM.jl.git
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initial dev for ideal plastic material
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@@ -67,6 +67,9 @@ export Problem, AbstractProblem, FieldProblem, BoundaryProblem,
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include("problems_elasticity.jl")
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export Elasticity
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include("materials_plasticity.jl")
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export plastic_von_mises
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include("problems_dirichlet.jl")
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export Dirichlet
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+4
-3
@@ -9,14 +9,15 @@ type Element{E<:AbstractElement}
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integration_points :: Vector{IP}
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fields :: Dict{AbstractString, Field}
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properties :: E
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dev :: Dict{Any, Any}
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end
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function Element{E<:AbstractElement}(::Type{E}, id::Int64, connectivity=[])
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return Element{E}(id, connectivity, [], Dict(), E())
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return Element{E}(id, connectivity, [], Dict(), E(), Dict{Any, Any}())
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end
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function Element{E<:AbstractElement}(::Type{E}, connectivity=[])
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return Element{E}(-1, connectivity, [], Dict(), E())
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return Element{E}(-1, connectivity, [], Dict(), E(), Dict{Any, Any}())
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end
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function getindex(element::Element, field_name::AbstractString)
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@@ -71,7 +72,7 @@ julia> el([0.0, 0.0], 0.0, 1)
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julia> el([0.0, 0.0], 0.0, 2)
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2x8 Array{Float64,2}:
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0.25 0.0 0.25 0.0 0.25 0.0 0.25 0.0
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0.25 0.0 0.25 0.0 0.25 0.0 0.25 0.0
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0.0 0.25 0.0 0.25 0.0 0.25 0.0 0.25
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"""
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@@ -1,45 +1,18 @@
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using ForwardDiff
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"""
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Create a isotropic Hooke material matrix C
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More information: http://www.efunda.com/formulae/solid_mechanics/mat_mechanics/hooke_isotropic.cfm
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https://en.wikipedia.org/wiki/Hooke's_law
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http://www.ce.berkeley.edu/~sanjay/ce231mse211/symidentity.pdf
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Parameters
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----------
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E: Float
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Elastic modulus
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ν: Float
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Poisson constant
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Returns
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-------
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Array{Float64, (6,6)}
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"""
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function stiffnessTensor(E, ν)
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a = 1 - ν
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b = 1 - 2*ν
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c = 1 + ν
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multiplier = E / (b * c)
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return Float64[a ν ν 0 0 0;
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ν a ν 0 0 0;
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ν ν a 0 0 0;
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0 0 0 b 0 0;
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0 0 0 0 b 0;
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0 0 0 0 0 b].*multiplier
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end
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using NLsolve
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# Creating functions for newton: xₙ₊₁ = xₙ - df⁻¹ * f and initial values
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function find_root!(f, df, x; max_iter=50, norm_acc=1e-10)
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function find_root!(f, df, x; max_iter=50, norm_acc=1e-9)
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converged = false
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for i=1:max_iter
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dx = df(x) \ -f(x)
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x += dx
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dx = -df(x) \ f(x)
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norm(dx) < norm_acc && (converged = true; break)
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x += dx
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end
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converged || error("no convergence!")
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x
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return x
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end
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type State
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@@ -227,15 +200,6 @@ end
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"""
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http://www.efunda.com/formulae/solid_mechanics/mat_mechanics/hooke_plane_stress.cfm
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"""
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function stiffnessTensorPlaneStress(E, ν)
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a = 1 - ν^2
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b = 1 - ν
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multiplier = E / a
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return Float64[1 ν 0;
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ν 1 0;
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0 0 b].*multiplier
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end
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# von mises: plane stress
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# https://andriandriyana.files.wordpress.com/2008/03/yield_criteria.pdf
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function stress_eq_plane_stress(stress)
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@@ -244,6 +208,7 @@ function stress_eq_plane_stress(stress)
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# http://www.engineersedge.com/material_science/principal_vonmises_stress__13418.htm
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se1 = (s1 + s2)/2 + sqrt(((s1 - s2)/2)^2 + t12^2)
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se2 = (s1 + s2)/2 - sqrt(((s1 - s2)/2)^2 + t12^2)
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return sqrt(se1^2 -se1*se2 + se2^2)
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end
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@@ -252,53 +217,65 @@ function vonMisesYieldPlaneStress(stress, stress_y)
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stress_eq_plane_stress(stress) - stress_y
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end
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function vonMisesRootPlaneStress(params, dstrain, C, stress_y, stress_base)
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function vonMisesRootPlaneStress(params, dstrain, D, stress_y, stress_base)
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# Creating wrapper for gradient
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vm_wrap(stress_) = vonMisesYieldPlaneStress(stress_, stress_y)
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dfds = ForwardDiff.gradient(vm_wrap)
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dfds = x -> ForwardDiff.gradient(vm_wrap, x)
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# Stress rate and total strain
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dstress = params[1:3]
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stress_tot = vec(stress_base) + params[1:3]
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stress_tot = stress_base + params[1:3]
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# Calculating plastic strain rate
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dstrain_p = params[end] * dfds(stress_tot)
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# Calculating equations
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function_1 = dstress - C * (dstrain - dstrain_p)
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function_1 = dstress - D * (dstrain - dstrain_p)
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function_2 = vm_wrap(stress_tot)
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[vec(function_1); function_2]
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end
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function calculate_stress(dstrain, stress, C, stress_y,
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::Type{Val{:vonMises}},
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::Type{Val{:PlaneStressElasticPlasticProblem}})
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# http://homes.civil.aau.dk/lda/continuum/plast.pdf
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function plastic_von_mises!(stress, dstrain_vec, D, params, Dtan)
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# Test stress
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dstress = C * dstrain
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dstress = vec(D * dstrain_vec)
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stress_tria = stress + dstress
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stress_y = params["yield_stress"]
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# Calculating and checking for yield
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yield = vonMisesYieldPlaneStress(stress_tria, stress_y)
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if isless(yield, 0.0)
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return dstress, zeros(3)
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stress[:] = stress_tria[:]
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Dtan[:,:] = D[:,:]
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else
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info("yielded")
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# Yielding happened
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# Creating functions for newton: xₙ₊₁ = xₙ - df⁻¹ * f and initial values
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# Creating functions for newton: xₙ₊₁ = xₙ - df⁻¹ \ f and initial values
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x = [vec(stress_tria - stress); 0.0]
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f(stress_) = vonMisesRootPlaneStress(stress_, dstrain, C, stress_y, stress)
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df = ForwardDiff.jacobian(f)
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f = stress_ -> vonMisesRootPlaneStress(stress_, dstrain_vec, D, stress_y, stress)
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df = x -> ForwardDiff.jacobian(f, x)
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# Calculating root
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results = find_root!(f, df, x)
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results = nlsolve(not_in_place(f), x).zero
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dstress = results[1:3]
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stress_tot = stress + dstress
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stress_new = stress + dstress
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plastic_multiplier = results[end]
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vm_wrap(stress_) = vonMisesYieldPlaneStress(stress_, stress_y)
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dfds = ForwardDiff.gradient(vm_wrap)
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dep = plastic_multiplier * dfds(vec(stress_tot))
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info("II ", stress_tot)
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info(vm_wrap(stress_tot))
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return dstress, dep
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f_ = stress_ -> vonMisesYieldPlaneStress(stress_, stress_y)
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dfds_ = x -> ForwardDiff.gradient(f_, x)
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dep = plastic_multiplier * dfds_(vec(stress_new))
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D2g = x -> ForwardDiff.hessian(f_, x)
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Dc = (D^-1 + plastic_multiplier * D2g(stress_new))^-1
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dfds = dfds_(stress_new)
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Dtan = Dc - (Dc * dfds * dfds' * Dc) / (dfds' * Dc * dfds)[1]
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println("plastic stress")
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println(stress_new)
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println(Dtan)
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stress[:] = stress_new[:]
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# stress[:] = D * dstrain_vec
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println("elastic stress")
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println(stress)
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println(D)
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Dtan[:,:] = D[:,:]
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end
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end
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@@ -71,6 +71,14 @@ typealias Elasticity2DVolumeElements Union{Tri3, Tri6, Quad4, Quad8, Quad9}
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typealias Elasticity3DSurfaceElements Union{Poi1, Tri3, Tri6, Quad4, Quad8, Quad9}
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typealias Elasticity3DVolumeElements Union{Tet4, Wedge6, Hex8, Tet10, Hex20, Hex27}
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function get_internal_params(params, ip_id, ::Type{Val{:planestress}})
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if !(ip_id in keys(params))
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params[ip_id] = Dict{Any, Any}()
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params[ip_id]["last_stress"] = [0.0,0.0,0.0]
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params[ip_id]["last_strain"] = [0.0,0.0,0.0]
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end
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return (params[ip_id]["last_stress"], params[ip_id]["last_strain"])
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end
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""" Elasticity equations for 2d cases. """
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function assemble{El<:Elasticity2DVolumeElements}(problem::Problem{Elasticity}, element::Element{El}, time, ::Type{Val{:plane}})
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@@ -137,7 +145,22 @@ function assemble{El<:Elasticity2DVolumeElements}(problem::Problem{Elasticity},
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error("unknown plane formulation: $(props.formulation)")
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end
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# calculate stress
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stress_vec = D * ([1.0, 1.0, 2.0] .* strain_vec)
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if "plasticity" in keys(element.dev)
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plastic_def = element.dev["plasticity"]
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calculate_stress! = plastic_def["stress"]
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params = plastic_def["params"]
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(stress_last, strain_last) = get_internal_params(element.dev, ip.id, Val{:planestress})
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dstrain_vec = strain_vec - strain_last
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Dtan = [0.0 0.0 0.0;
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0.0 0.0 0.0;
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0.0 0.0 0.0]
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calculate_stress!(stress_last, dstrain_vec, D, params, Dtan)
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stress_vec = stress_last
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else
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stress_vec = D * ([1.0, 1.0, 2.0] .* strain_vec)
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Dtan = D
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end
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:strain in props.store_fields && update!(ip, "strain", time => strain_vec)
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:stress in props.store_fields && update!(ip, "stress", time => stress_vec)
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@@ -145,7 +168,7 @@ function assemble{El<:Elasticity2DVolumeElements}(problem::Problem{Elasticity},
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:stress22 in props.store_fields && update!(ip, "stress22", time => stress_vec[2])
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:stress12 in props.store_fields && update!(ip, "stress12", time => stress_vec[3])
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Km += w*BL'*D*BL
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Km += w*BL'*Dtan*BL
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# stress = [stress_vec[1] stress_vec[3]; stress_vec[3] stress_vec[2]]
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# cauchy_stress = F'*stress*F/det(F)
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