Anto01
73a7b9d9f1
Major changes: - Dashboard: WebSocket-based chat with session management - Dashboard: New chat components (ChatPane, ChatInput, ModeToggle) - Dashboard: Enhanced UI with parallel coordinates chart - MCP Server: New atomizer-tools server for Claude integration - Extractors: Enhanced Zernike OPD extractor - Reports: Improved report generator New studies (configs and scripts only): - M1 Mirror: Cost reduction campaign studies - Simple Beam, Simple Bracket, UAV Arm studies Note: Large iteration data (2_iterations/, best_design_archive/) excluded via .gitignore - kept on local Gitea only. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
114 lines
2.9 KiB
JSON
114 lines
2.9 KiB
JSON
{
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"study_name": "simple_beam_optimization",
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"description": "Minimize displacement and weight of beam with stress constraint",
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"substudy_name": "full_optimization_50trials",
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"design_variables": {
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"beam_half_core_thickness": {
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"type": "continuous",
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"min": 10.0,
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"max": 40.0,
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"baseline": 20.0,
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"units": "mm",
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"description": "Half thickness of beam core"
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},
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"beam_face_thickness": {
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"type": "continuous",
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"min": 10.0,
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"max": 40.0,
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"baseline": 20.0,
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"units": "mm",
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"description": "Thickness of beam face sheets"
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},
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"holes_diameter": {
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"type": "continuous",
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"min": 150.0,
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"max": 450.0,
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"baseline": 300.0,
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"units": "mm",
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"description": "Diameter of lightening holes"
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},
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"hole_count": {
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"type": "integer",
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"min": 5,
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"max": 15,
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"baseline": 10,
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"units": "unitless",
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"description": "Number of lightening holes"
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}
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},
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"extractors": [
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{
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"name": "max_displacement",
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"action": "extract_displacement",
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"description": "Extract maximum displacement from OP2",
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"parameters": {
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"metric": "max"
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}
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},
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{
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"name": "max_stress",
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"action": "extract_solid_stress",
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"description": "Extract maximum von Mises stress from OP2",
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"parameters": {
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"subcase": 1,
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"element_type": "auto"
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}
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},
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{
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"name": "mass",
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"action": "extract_expression",
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"description": "Extract mass from p173 expression",
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"parameters": {
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"expression_name": "p173"
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}
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}
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],
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"objectives": [
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{
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"name": "minimize_displacement",
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"extractor": "max_displacement",
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"goal": "minimize",
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"weight": 0.33,
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"description": "Minimize maximum displacement (current: 22.12mm, target: <10mm)"
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},
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{
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"name": "minimize_stress",
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"extractor": "max_stress",
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"goal": "minimize",
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"weight": 0.33,
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"description": "Minimize maximum von Mises stress (current: 131.507 MPa)"
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},
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{
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"name": "minimize_mass",
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"extractor": "mass",
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"goal": "minimize",
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"weight": 0.34,
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"description": "Minimize beam mass (p173 in kg, current: 973.97kg)"
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}
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],
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"constraints": [
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{
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"name": "displacement_limit",
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"extractor": "max_displacement",
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"type": "less_than",
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"value": 10.0,
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"units": "mm",
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"description": "Maximum displacement must be less than 10mm across entire beam"
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}
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],
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"optimization_settings": {
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"algorithm": "optuna",
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"n_trials": 50,
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"sampler": "TPE",
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"pruner": "HyperbandPruner",
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"direction": "minimize",
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"timeout_per_trial": 600
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},
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"post_processing": {
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"generate_plots": true,
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"plot_formats": ["png", "pdf"],
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"cleanup_models": true,
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"keep_top_n_models": 10,
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"cleanup_dry_run": false
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}
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} |