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@ -1,447 +0,0 @@ |
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//
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// Created by cflin on 6/9/23.
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//
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#include <memory> |
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#include <nlohmann/json.hpp> |
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#include "Boundary.h" |
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#include "Mesh/HeatMesh.h" |
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#include "Util.h" |
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#include "ThermoelasticTop3d.h" |
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#include "FEA/MechanicalLinearFEA.h" |
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#include "FEA/ThermalLinearFEA.h" |
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#include "TensorWrapper.h" |
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int main() { |
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using namespace da::sha; |
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using namespace da::sha::top; |
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using top::fs_path; |
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using std::string; |
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top::fs_path output_dir(OUTPUT_DIR); |
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top::fs_path config_file( |
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CMAKE_SOURCE_DIR "/examples/top-thermoelastic-compare-3d/config_Lshape.json"); |
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top::fs_path assets_dir(ASSETS_DIR); |
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spdlog::info("Algo read from '{}'", config_file.string()); |
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spdlog::info("Algo output to '{}'", output_dir.string()); |
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spdlog::info("assets dir: '{}'", assets_dir.string()); |
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// read json
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std::ifstream f(config_file.c_str()); |
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if (!f) { |
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spdlog::critical("f open fail!"); |
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exit(-7); |
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} |
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nlohmann::json j_config = nlohmann::json::parse(f); |
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// read title
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std::string ex_name = j_config["TopologyOptimizationExample"]; |
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spdlog::critical("TopologyOptimizationExample: {}", ex_name); |
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// set topology parameters
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auto para = std::make_shared<top::CtrlPara>(); |
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para->max_loop = j_config["topology"]["max_loop"]; |
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para->volfrac = j_config["topology"]["volfrac"]; |
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para->r_min = j_config["topology"]["r_min"]; |
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para->penal = j_config["topology"]["penal"]; |
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para->T_ref = j_config["topology"]["T_ref"]; |
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para->T_limit = j_config["topology"]["T_limit"]; |
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para->R_E = j_config["topology"]["R_E"]; |
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para->R_lambda = j_config["topology"]["R_lambda"]; |
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para->R_beta = j_config["topology"]["R_beta"]; |
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// set material parameters
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double E = j_config["material"]["E"]; |
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double Poisson_ratio = j_config["material"]["poisson_ratio"]; |
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double thermal_conductivity = j_config["material"]["thermal_conductivity"]; |
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double thermal_expansion_coefficient = j_config["material"]["thermal_expansion_coefficient"]; |
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auto material = std::make_shared<top::Material>(E, Poisson_ratio, |
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thermal_conductivity, |
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thermal_expansion_coefficient); |
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// set fea
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auto sp_mech_fea = std::make_shared<top::MechanicalLinearFEA>( |
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material);// for mechanical
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auto sp_thermal_fea = std::make_shared<top::ThermalLinearFEA>( |
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material);// for thermal
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// set mesh(regular)
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int len_x = j_config["model"]["regular_model"]["lx"]; |
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int len_y = j_config["model"]["regular_model"]["ly"]; |
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int len_z = j_config["model"]["regular_model"]["lz"]; |
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// NOTE: USER DEFINE GRID HERE!!!
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std::shared_ptr<top::Mesh> sp_mech_mesh; |
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std::shared_ptr<top::HeatMesh> sp_thermal_mesh; |
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if (ex_name == "Lshape") { |
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// L-shape condition
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spdlog::critical("Using User Defined density!"); |
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top::Tensor3d L_shape_model(len_x, len_y, len_z); |
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L_shape_model.setConstant(1); |
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// set the initial voxel model
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for (int k = 0; k < len_z; ++k) { |
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for (int j = 0; j < len_y; ++j) { |
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for (int i = 0; i < len_x; ++i) { |
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if (j > len_y * 0.6 & k > len_z * 0.5) { |
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L_shape_model(i, j, k) = 0; |
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} |
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} |
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} |
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} |
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auto &model = L_shape_model; |
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sp_mech_mesh = std::make_shared<top::Mesh>(len_x, len_y, len_z, model); |
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sp_thermal_mesh = std::make_shared<top::HeatMesh>(len_x, len_y, len_z, |
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model); |
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} else { |
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sp_mech_mesh = std::make_shared<top::Mesh>(len_x, len_y, len_z); |
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sp_thermal_mesh = std::make_shared<top::HeatMesh>(len_x, len_y, len_z); |
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} |
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// initialize Top3d
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auto sp_mech_top3d = std::make_shared<top::Top3d>(para, sp_mech_fea, |
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sp_mech_mesh); |
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auto sp_ther_top3d = std::make_shared<top::Top3d>(para, sp_thermal_fea, |
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sp_thermal_mesh); |
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// auxiliary class(Boundary) help to get boundary coordinates
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// see the comments in Boundary.h for more information
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auto AddBoundaryMechanicalCondition = [&j_config]( |
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std::shared_ptr<top::Top3d> sp_mech_top3d, |
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std::shared_ptr<top::Mesh> sp_mech_mesh) { |
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top::Boundary mech_bdr(sp_mech_mesh); |
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{ |
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// add Dirichlet boundary, see the comments in Top3d::AddDBC for more information
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assert(j_config.count("mechanical_boundary_condition")); |
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assert(j_config["mechanical_boundary_condition"].count("DBC")); |
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assert(j_config["mechanical_boundary_condition"].count("NBC")); |
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int DBCNum = j_config["mechanical_boundary_condition"]["DBC"].size(); |
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for (int _i = 0; _i < DBCNum; ++_i) { |
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const auto &DBCI = j_config["mechanical_boundary_condition"]["DBC"][_i]; |
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Eigen::Vector3d minBBox(DBCI["min"][0], DBCI["min"][1], |
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DBCI["min"][2]); |
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Eigen::Vector3d maxBBox(DBCI["max"][0], DBCI["max"][1], |
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DBCI["max"][2]); |
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Eigen::Vector3i dir(DBCI["dir"][0], DBCI["dir"][1], |
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DBCI["dir"][2]); |
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top::Dir t_dir(minBBox, maxBBox, dir); |
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sp_mech_top3d->AddDBC( |
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mech_bdr.GetChosenCoordsByRelativeAlignedBox(t_dir.box), |
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t_dir.dir); |
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} |
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// add Neumann boundary, see the comments in Top3d::AddNBC for more information
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int NBCNum = j_config["mechanical_boundary_condition"]["NBC"].size(); |
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for (int _i = 0; _i < NBCNum; ++_i) { |
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const auto &NBCI = j_config["mechanical_boundary_condition"]["NBC"][_i]; |
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Eigen::Vector3d minBBox(NBCI["min"][0], NBCI["min"][1], |
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NBCI["min"][2]); |
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Eigen::Vector3d maxBBox(NBCI["max"][0], NBCI["max"][1], |
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NBCI["max"][2]); |
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Eigen::Vector3d val(NBCI["val"][0], NBCI["val"][1], |
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NBCI["val"][2]); |
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top::Neu t_neu(minBBox, maxBBox, val); |
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Eigen::MatrixXi coords = mech_bdr.GetChosenCoordsByRelativeAlignedBox( |
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t_neu.box); |
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sp_mech_top3d->AddNBC(coords, t_neu.val / coords.rows()); |
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} |
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} |
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}; |
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auto AddBoundaryThermalCondition = [&j_config]( |
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std::shared_ptr<top::Top3d> sp_ther_top3d, |
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std::shared_ptr<top::HeatMesh> sp_ther_mesh) { |
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top::Boundary thermal_bdr(sp_ther_mesh); |
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{ |
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// add Dirichlet boundary, see the comments in Top3d::AddDBC for more information
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assert(j_config.count("thermal_boundary_condition")); |
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assert(j_config["thermal_boundary_condition"].count("DBC")); |
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assert(j_config["thermal_boundary_condition"].count("NBC")); |
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int DBCNum = j_config["thermal_boundary_condition"]["DBC"].size(); |
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for (int _i = 0; _i < DBCNum; ++_i) { |
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const auto &DBCI = j_config["thermal_boundary_condition"]["DBC"][_i]; |
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Eigen::Vector3d minBBox(DBCI["min"][0], DBCI["min"][1], |
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DBCI["min"][2]); |
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Eigen::Vector3d maxBBox(DBCI["max"][0], DBCI["max"][1], |
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DBCI["max"][2]); |
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top::Dir t_dir(minBBox, maxBBox, Eigen::Vector3i(1, 0, 0)); |
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sp_ther_top3d->AddDBC( |
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thermal_bdr.GetChosenCoordsByRelativeAlignedBox( |
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t_dir.box), |
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t_dir.dir, DBCI["temperature"]); |
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} |
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// add Neumann boundary, see the comments in Top3d::AddNBC for more information
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int NBCNum = j_config["thermal_boundary_condition"]["NBC"].size(); |
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for (int _i = 0; _i < NBCNum; ++_i) { |
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const auto &NBCI = j_config["thermal_boundary_condition"]["NBC"][_i]; |
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Eigen::Vector3d minBBox(NBCI["min"][0], NBCI["min"][1], |
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NBCI["min"][2]); |
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Eigen::Vector3d maxBBox(NBCI["max"][0], NBCI["max"][1], |
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NBCI["max"][2]); |
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Eigen::Vector3d val(NBCI["heat_flux"], 0, 0); |
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top::Neu t_neu(minBBox, maxBBox, val); |
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Eigen::MatrixXi coords = thermal_bdr.GetChosenCoordsByRelativeAlignedBox( |
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t_neu.box); |
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sp_ther_top3d->AddNBC(coords, t_neu.val / coords.rows()); |
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} |
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} |
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}; |
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AddBoundaryMechanicalCondition(sp_mech_top3d, sp_mech_mesh); |
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AddBoundaryThermalCondition(sp_ther_top3d, sp_thermal_mesh); |
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// process topology optimization
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spdlog::critical("start to mechanical top opt ..."); |
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top::Tensor3d t_me_rho = sp_mech_top3d->TopOptMainLoop(); |
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{ |
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spdlog::critical("extract compliance and volume each iteration ..."); |
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// extract compliance and volume each iteration
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fs_path compliance_path = |
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output_dir / "txt" / ex_name / |
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(ex_name + "_MeTop" + "_compliance.txt"); |
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WriteStdVector(compliance_path, sp_mech_top3d->v_compliance_); |
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spdlog::info("write compliance txt to: {}", compliance_path.c_str()); |
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fs_path volume_path = |
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output_dir / "txt" / ex_name / |
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(ex_name + "_MeTop" + "_volume.txt"); |
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WriteStdVector(volume_path, sp_mech_top3d->v_volume_); |
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spdlog::info("write volume txt to: {}", volume_path.c_str()); |
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// extract rho (txt and vtk)
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fs_path rho_txt_path = |
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output_dir / "txt" / ex_name / |
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(ex_name + "_MeTop" + "_rho.txt"); |
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write_tensor3d(rho_txt_path, t_me_rho, sp_mech_mesh->GetOrigin(), |
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sp_mech_mesh->GetOrigin() + sp_mech_mesh->GetLenBox()); |
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spdlog::info("write density txt to: {}", rho_txt_path.c_str()); |
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fs_path rho_vtk_path = |
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output_dir / "vtk" / ex_name / |
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(ex_name + "_MeTop" + "_rho.vtk"); |
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WriteTensorToVtk(rho_vtk_path, t_me_rho, sp_mech_mesh); |
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spdlog::info("write density vtk to: {}", rho_vtk_path.c_str()); |
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} |
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spdlog::critical("start to mechanical thermal top opt ..."); |
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// init thermoelastic top3d
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top::ThermoelasticTop3d mech_ther_top3d(sp_mech_top3d, sp_ther_top3d); |
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top::Tensor3d t_meth_rho = mech_ther_top3d.TopOptMainLoop(); |
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{ |
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spdlog::critical("extract compliance and volume each iteration ..."); |
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// extract compliance and volume each iteration
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fs_path compliance_path = |
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output_dir / "txt" / ex_name / |
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(ex_name + "_MeThTop" + "_compliance.txt"); |
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WriteStdVector(compliance_path, mech_ther_top3d.v_compliance_); |
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spdlog::info("write compliance txt to: {}", compliance_path.c_str()); |
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fs_path volume_path = |
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output_dir / "txt" / ex_name / |
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(ex_name + "_MeThTop" + "_volume.txt"); |
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WriteStdVector(volume_path, mech_ther_top3d.v_volume_); |
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spdlog::info("write volume txt to: {}", volume_path.c_str()); |
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// extract rho (txt and vtk)
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fs_path rho_txt_path = |
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output_dir / "txt" / ex_name / |
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(ex_name + "_MeThTop" + "_rho.txt"); |
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write_tensor3d(rho_txt_path, t_meth_rho, sp_mech_mesh->GetOrigin(), |
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sp_mech_mesh->GetOrigin() + sp_mech_mesh->GetLenBox()); |
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spdlog::info("write density txt to: {}", rho_txt_path.c_str()); |
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fs_path rho_vtk_path = |
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output_dir / "vtk" / ex_name / |
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(ex_name + "_MeThTop" + "_rho.vtk"); |
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WriteTensorToVtk(rho_vtk_path, t_meth_rho, sp_mech_mesh); |
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spdlog::info("write density vtk to: {}", rho_vtk_path.c_str()); |
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} |
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// // extract rho (txt and vtk)
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// fs_path rho_txt_path = output_dir / "txt" / (ex_name + "_rho.txt");
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// write_tensor3d(rho_txt_path, ten_rho, sp_mech_mesh->GetOrigin(),
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// sp_mech_mesh->GetOrigin() + sp_mech_mesh->GetLenBox());
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// spdlog::info("write density txt to: {}", rho_txt_path.c_str());
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//
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// fs_path rho_vtk_path = output_dir / "vtk" / (ex_name + "_rho.vtk");
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// WriteTensorToVtk(rho_vtk_path, ten_rho, sp_mech_mesh);
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// spdlog::info("write density vtk to: {}", rho_vtk_path.c_str());
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// // extract temperature(vtk)
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// fs_path T_vtk_path = output_dir / "vtk" / (ex_name + "_T.vtk");
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// WriteUToVtk(T_vtk_path, ther_top3d.GetTemperature(), sp_thermal_mesh);
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// spdlog::info("write temperature vtk to: {}", T_vtk_path.c_str());
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//
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// // extract displacement(vtk)
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// fs_path U_vtk_path = output_dir / "vtk" / (ex_name + "_U.vtk");
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// WriteUToVtk(U_vtk_path, ther_top3d.GetNormedDisplacement(), sp_mech_mesh);
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// spdlog::info("write displacement norm vtk to: {}", U_vtk_path.c_str());
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//
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// // extract stress field(txt or vtk)
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// auto t_von_stress = ther_top3d.GetVonStress();
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// fs_path von_stress_txt_path =
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// output_dir / "txt" / (ex_name + "_von_stress.txt");
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// write_tensor3d(von_stress_txt_path, t_von_stress, sp_mech_mesh->GetOrigin(),
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// sp_mech_mesh->GetOrigin() + sp_mech_mesh->GetLenBox());
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// spdlog::info("write von stress txt to: {}", von_stress_txt_path.c_str());
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//
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// fs_path von_stress_vtk_path =
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// output_dir / "vtk" / (ex_name + "_von_stress.vtk");
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// WriteTensorToVtk(von_stress_vtk_path, t_von_stress, sp_mech_mesh);
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// spdlog::info("write von stress vtk to: {}", von_stress_vtk_path.c_str());
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// postprocess--------------------------------------------------------------
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auto MechanicalSimulation = [&](const top::Tensor3d &t_rho, |
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const string &suffix) { |
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sp_mech_mesh = std::make_shared<top::Mesh>(t_rho.dimension(0), |
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t_rho.dimension(1), |
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t_rho.dimension(2), t_rho); |
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// postprocess: simulation
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// MeSim
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{ |
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auto sp_mech_top3d_sim = std::make_shared<top::Top3d>(para, |
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sp_mech_fea, |
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sp_mech_mesh); |
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sp_mech_top3d_sim->TopOptMainLoop(true); |
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// extract displacement(vtk)
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fs_path U_vtk_path = output_dir / "vtk" / |
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(ex_name + "_MeSim" + "_U" + suffix + |
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".vtk"); |
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WriteUToVtk(U_vtk_path, sp_mech_top3d_sim->GetNormedDisplacement(), |
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sp_mech_mesh); |
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spdlog::info("write displacement norm vtk to: {}", |
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U_vtk_path.c_str()); |
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// extract stress field(txt and vtk)
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auto t_von_stress = sp_mech_top3d_sim->GetVonStress(); |
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fs_path von_stress_vtk_path = |
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output_dir / "vtk" / |
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(ex_name + "_MeSim" + "_von_stress" + suffix + ".vtk"); |
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WriteNodeToVtk(von_stress_vtk_path, t_von_stress, sp_mech_mesh); |
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spdlog::info("write von stress vtk to: {}", |
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von_stress_vtk_path.c_str()); |
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// extract compliance
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fs_path compliance_path = |
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output_dir / "txt" / |
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(ex_name + "_MeSim" + "_compliance" + suffix + ".txt"); |
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WriteStdVector(compliance_path, mech_ther_top3d.v_compliance_); |
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spdlog::info("write compliance txt to: {}", |
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compliance_path.c_str()); |
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} |
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}; |
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auto MechanicalThermalSimulation = [&output_dir, &ex_name, ¶, &sp_mech_fea, &sp_thermal_fea, &AddBoundaryThermalCondition, &AddBoundaryMechanicalCondition]( |
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const top::Tensor3d &t_rho, |
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const string &suffix) { |
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auto sp_mech_mesh_sim = std::make_shared<top::Mesh>(t_rho.dimension(0), |
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t_rho.dimension(1), |
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t_rho.dimension(2), |
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t_rho); |
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auto sp_thermal_mesh_sim = std::make_shared<top::HeatMesh>( |
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t_rho.dimension(0), |
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t_rho.dimension(1), |
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t_rho.dimension(2), |
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t_rho); |
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auto sp_mech_top3d_sim = std::make_shared<top::Top3d>(para, sp_mech_fea, |
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sp_mech_mesh_sim); |
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auto sp_thermal_top3d_sim = std::make_shared<top::Top3d>(para, |
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sp_thermal_fea, |
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sp_thermal_mesh_sim); |
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AddBoundaryMechanicalCondition(sp_mech_top3d_sim, sp_mech_mesh_sim); |
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AddBoundaryThermalCondition(sp_thermal_top3d_sim, sp_thermal_mesh_sim); |
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top::ThermoelasticTop3d ther_top3d_sim(sp_mech_top3d_sim, |
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sp_thermal_top3d_sim); |
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ther_top3d_sim.TopOptMainLoop(true); |
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{ |
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// extract clamped rho (vtk)
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fs_path rho_vtk_path = output_dir / "vtk" / ex_name / |
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(ex_name + suffix + "_rho" + |
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".vtk"); |
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auto t_temp = t_rho; |
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t_temp.SetConst(1); |
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WriteTensorToVtk(rho_vtk_path, t_temp, sp_mech_mesh_sim); |
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spdlog::info("write clamped density vtk to: {}", |
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rho_vtk_path.c_str()); |
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// extract temperature (vtk)
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fs_path T_vtk_path = output_dir / "vtk" / ex_name / |
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(ex_name + suffix + "_T" + |
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".vtk"); |
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WriteNodeToVtk(T_vtk_path, ther_top3d_sim.GetTemperature(), |
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sp_thermal_mesh_sim); |
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spdlog::info("write temperature vtk to: {}", T_vtk_path.c_str()); |
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// extract displacement (vtk)
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fs_path U_vtk_path = output_dir / "vtk" / ex_name / |
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(ex_name + suffix + "_U" + |
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".vtk"); |
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WriteNodeToVtk(U_vtk_path, ther_top3d_sim.GetNormedDisplacement(), |
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sp_mech_mesh_sim); |
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spdlog::info("write displacement norm vtk to: {}", |
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U_vtk_path.c_str()); |
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// extract stress field(txt or vtk)
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auto t_von_stress = ther_top3d_sim.GetVonStress(); |
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fs_path von_stress_vtk_path = |
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output_dir / "vtk" / ex_name / |
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(ex_name + suffix + "_von_stress" + |
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".vtk"); |
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WriteNodeToVtk(von_stress_vtk_path, t_von_stress, sp_mech_mesh_sim); |
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spdlog::info("write von stress vtk to: {}", |
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von_stress_vtk_path.c_str()); |
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// extract compliance
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|
fs_path compliance_path = |
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output_dir / "txt" / ex_name / |
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|
(ex_name + suffix + "_compliance" + ".txt"); |
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WriteStdVector(compliance_path, ther_top3d_sim.v_compliance_); |
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spdlog::info("write compliance txt to: {}", |
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compliance_path.c_str()); |
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} |
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}; |
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auto ClampAndSimulation = [&](const top::Tensor3d &res_rho, |
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const std::string &suffix) { |
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// clamp density to 0 or 1
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// set different thresholds to pick a suitable density result
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|
for (double threshold = 0.2; |
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threshold < 0.5 + 0.0001; threshold += 0.05) { |
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|
std::string str_thresh = |
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|
"_thresh" + std::to_string((int) (threshold * 100)); |
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|
top::Tensor3d t_rho = res_rho; |
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|
for (int k = 0; k < t_rho.dimension(2); ++k) { |
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|
for (int j = 0; j < t_rho.dimension(1); ++j) { |
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for (int i = 0; i < t_rho.dimension(0); ++i) { |
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|
t_rho(i, j, k) = t_rho(i, j, k) >= threshold ? 1 : 0; |
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} |
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} |
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} |
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try { |
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// mech ther sim
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MechanicalThermalSimulation(t_rho, suffix + str_thresh); |
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} catch (std::exception &e) { |
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|
spdlog::error(e.what() + std::string(" skip") + str_thresh); |
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|
} |
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} |
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|
}; |
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{ |
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spdlog::critical("postprocess: mechanical result simulation ..."); |
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|
// SIM: Mechanical result -> clamped -> MeThSim
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|
ClampAndSimulation(t_me_rho, "_MeSim"); |
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|
} |
|
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|
{ |
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|
spdlog::critical( |
|
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|
"postprocess: mechanical thermal result simulation ..."); |
|
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|
// SIM: Mechanical thermal result -> clamped -> MeThSim
|
|
|
|
ClampAndSimulation(t_meth_rho, "_MeThSim"); |
|
|
|
} |
|
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|
} |
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Amsterwolf
12 months ago