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* save * adding p-norm to sensor sum * test case * revert files * apply changes suggested by Suneth * Update applications/SystemIdentificationApplication/custom_python/add_custom_sensors_to_python.cpp Co-authored-by: Suneth Warnakulasuriya <[email protected]> * save * adding testing * reverting ref values --------- Co-authored-by: IAntonau <[email protected]> Co-authored-by: Suneth Warnakulasuriya <[email protected]>
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3 changes: 3 additions & 0 deletions
3
...ation/tests/auxiliary_files/system_identification_p_norm/adjoint_material_parameters.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,3 @@ | ||
| { | ||
| "properties": [] | ||
| } |
77 changes: 77 additions & 0 deletions
77
...cation/tests/auxiliary_files/system_identification_p_norm/adjoint_project_parameters.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,77 @@ | ||
| { | ||
| "problem_data": { | ||
| "problem_name": "benchmark_2", | ||
| "parallel_type": "OpenMP", | ||
| "start_time": 0, | ||
| "end_time": 1, | ||
| "echo_level": 0 | ||
| }, | ||
| "sensor_settings": { | ||
| "perturbation_size": 1e-8, | ||
| "adapt_perturbation_size": true, | ||
| "p_coefficient": 4, | ||
| "@include_json": "auxiliary_files/system_identification/sensor_data.json" | ||
| }, | ||
| "solver_settings": { | ||
| "solver_type": "adjoint_static", | ||
| "analysis_type": "linear", | ||
| "model_part_name": "AdjointStructure", | ||
| "domain_size": 3, | ||
| "time_stepping": { | ||
| "time_step": 1.0 | ||
| }, | ||
| "compute_reactions": false, | ||
| "move_mesh_flag": false, | ||
| "sensitivity_settings": { | ||
| "sensitivity_model_part_name": "all_nodes_elements_model_part", | ||
| "element_data_value_sensitivity_variables": [ | ||
| "YOUNG_MODULUS" | ||
| ], | ||
| "build_mode": "static" | ||
| }, | ||
| "echo_level": 0, | ||
| "rotation_dofs": true, | ||
| "model_import_settings": { | ||
| "input_type": "use_input_model_part" | ||
| }, | ||
| "material_import_settings": { | ||
| "materials_filename": "auxiliary_files/system_identification/adjoint_material_parameters.json" | ||
| }, | ||
| "linear_solver_settings": { | ||
| "solver_type": "amgcl" | ||
| } | ||
| }, | ||
| "processes": { | ||
| "constraints_process_list": [ | ||
| { | ||
| "python_module": "assign_vector_variable_process", | ||
| "kratos_module": "KratosMultiphysics", | ||
| "help": "This process fixes the selected components of a given vector variable", | ||
| "process_name": "AssignVectorVariableProcess", | ||
| "Parameters": { | ||
| "mesh_id": 0, | ||
| "model_part_name": "AdjointStructure.BoundPtsType7", | ||
| "variable_name": "ADJOINT_DISPLACEMENT", | ||
| "value": [ | ||
| 0.0, | ||
| 0.0, | ||
| 0.0 | ||
| ], | ||
| "constrained": [ | ||
| true, | ||
| true, | ||
| true | ||
| ], | ||
| "interval": [ | ||
| 0.0, | ||
| "End" | ||
| ] | ||
| } | ||
| } | ||
| ], | ||
| "loads_process_list": [], | ||
| "list_other_processes": [] | ||
| }, | ||
| "output_processes": {}, | ||
| "analysis_stage": "KratosMultiphysics.SystemIdentificationApplication.sensor_sensitivity_solvers.sensor_sensitivity_static_analysis" | ||
| } |
133 changes: 133 additions & 0 deletions
133
...plication/tests/auxiliary_files/system_identification_p_norm/optimization_parameters.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,133 @@ | ||
| { | ||
| "problem_data": { | ||
| "parallel_type": "OpenMP", | ||
| "echo_level": 0 | ||
| }, | ||
| "model_parts": [ | ||
| { | ||
| "type": "mdpa_model_part_controller", | ||
| "settings": { | ||
| "model_part_name": "AdjointStructure", | ||
| "domain_size": 3, | ||
| "input_filename": "auxiliary_files/structure" | ||
| } | ||
| }, | ||
| { | ||
| "type": "connectivity_preserving_model_part_controller", | ||
| "settings": { | ||
| "transformation_settings": [ | ||
| { | ||
| "source_model_part_name": "AdjointStructure", | ||
| "destination_model_part_name": "Structure", | ||
| "destination_element_name": "ShellThinElement3D3N", | ||
| "destination_condition_name": "LineLoadCondition3D2N" | ||
| } | ||
| ] | ||
| } | ||
| } | ||
| ], | ||
| "analyses": [ | ||
| { | ||
| "name": "Structure_static", | ||
| "type": "kratos_analysis_execution_policy", | ||
| "settings": { | ||
| "model_part_names": [ | ||
| "Structure" | ||
| ], | ||
| "analysis_module": "KratosMultiphysics.StructuralMechanicsApplication", | ||
| "analysis_type": "StructuralMechanicsAnalysis", | ||
| "analysis_settings": { | ||
| "@include_json": "auxiliary_files/system_identification/primal_project_parameters.json" | ||
| } | ||
| } | ||
| } | ||
| ], | ||
| "responses": [ | ||
| { | ||
| "name": "damage_response", | ||
| "type": "damage_detection_response", | ||
| "module": "KratosMultiphysics.SystemIdentificationApplication.responses", | ||
| "settings": { | ||
| "evaluated_model_part_names": [ | ||
| "AdjointStructure" | ||
| ], | ||
| "adjoint_parameters": { | ||
| "@include_json": "auxiliary_files/system_identification_p_norm/adjoint_project_parameters.json" | ||
| }, | ||
| "test_analysis_list": [ | ||
| { | ||
| "primal_analysis_name": "Structure_static", | ||
| "sensor_measurement_csv_file": "auxiliary_files/damaged_problem/measured_data_ref.csv", | ||
| "weight": 1.0 | ||
| } | ||
| ] | ||
| } | ||
| } | ||
| ], | ||
| "controls": [ | ||
| { | ||
| "name": "material_control", | ||
| "type": "material_properties_control", | ||
| "module": "KratosMultiphysics.SystemIdentificationApplication.controls", | ||
| "settings": { | ||
| "model_part_names": [ | ||
| { | ||
| "primal_model_part_name": "Structure", | ||
| "adjoint_model_part_name": "AdjointStructure" | ||
| } | ||
| ], | ||
| "control_variable_name": "YOUNG_MODULUS", | ||
| "control_variable_bounds": [ | ||
| 0.0, | ||
| 30000000000.0 | ||
| ], | ||
| "filter_settings": { | ||
| "filter_type": "explicit_filter", | ||
| "filter_radius_settings": { | ||
| "filter_radius": 5.0, | ||
| "filter_radius_type": "constant" | ||
| } | ||
| } | ||
| } | ||
| } | ||
| ], | ||
| "algorithm_settings": { | ||
| "type": "algorithm_steepest_descent", | ||
| "settings": { | ||
| "echo_level": 0, | ||
| "line_search": { | ||
| "type": "const_step", | ||
| "init_step": 0.01, | ||
| "gradient_scaling": "inf_norm" | ||
| }, | ||
| "conv_settings": { | ||
| "type": "max_iter", | ||
| "max_iter": 5 | ||
| } | ||
| }, | ||
| "controls": [ | ||
| "material_control" | ||
| ], | ||
| "objective": { | ||
| "response_name": "damage_response", | ||
| "type": "minimization", | ||
| "scaling": 1.0 | ||
| } | ||
| }, | ||
| "processes": { | ||
| "kratos_processes": {}, | ||
| "optimization_data_processes": { | ||
| "output_processes": [ | ||
| { | ||
| "type": "optimization_problem_ascii_output_process", | ||
| "module": "KratosMultiphysics.OptimizationApplication.processes", | ||
| "settings": { | ||
| "output_file_name": "auxiliary_files/summary_p_norm.csv", | ||
| "write_kratos_version": false, | ||
| "write_time_stamp": false | ||
| } | ||
| } | ||
| ] | ||
| } | ||
| } | ||
| } |
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