Anto01
2f3afc3813
Major Features: - Hierarchical substudy system (like NX Solutions/Subcases) * Shared model files across all substudies * Independent configuration per substudy * Continuation support from previous substudies * Real-time incremental history updates - Live history tracking with optimization_history_incremental.json - Complete bracket_displacement_maximizing study with substudy examples Core Fixes: - Fixed expression update workflow to pass design_vars through simulation_runner * Restored working NX journal expression update mechanism * OP2 timestamp verification instead of file deletion * Resolved issue where all trials returned identical objective values - Fixed LLMOptimizationRunner to pass design variables to simulation runner - Enhanced NXSolver with timestamp-based file regeneration verification New Components: - optimization_engine/llm_optimization_runner.py - LLM-driven optimization runner - optimization_engine/optimization_setup_wizard.py - Phase 3.3 setup wizard - studies/bracket_displacement_maximizing/ - Complete substudy example * run_substudy.py - Substudy runner with continuation * run_optimization.py - Standalone optimization runner * config/substudy_template.json - Template for new substudies * substudies/coarse_exploration/ - 20-trial coarse search * substudies/fine_tuning/ - 50-trial refinement (continuation example) * SUBSTUDIES_README.md - Complete substudy documentation Technical Improvements: - Incremental history saving after each trial (optimization_history_incremental.json) - Expression update workflow: .prt update → NX journal receives values → geometry update → FEM update → solve - Trial indexing fix in substudy result saving - Updated README with substudy system documentation Testing: - Successfully ran 20-trial coarse_exploration substudy - Verified different objective values across trials (workflow fix validated) - Confirmed live history updates in real-time - Tested shared model file usage across substudies 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
82 lines
1.9 KiB
JSON
82 lines
1.9 KiB
JSON
{
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"study_name": "bracket_displacement_maximizing",
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"study_description": "Maximize displacement of bracket under load while maintaining safety factor >= 4.0",
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"created_date": "2025-11-16",
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"model": {
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"part_file": "model/Bracket.prt",
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"fem_file": "model/Bracket_fem1.fem",
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"sim_file": "model/Bracket_sim1.sim",
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"element_types": ["CHEXA", "CPENTA"],
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"nodes": 585,
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"elements": 316
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},
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"optimization": {
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"objective": "Maximize displacement (minimize negative displacement)",
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"direction": "minimize",
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"algorithm": "TPE",
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"n_trials": 20,
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"design_variables": [
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{
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"name": "tip_thickness",
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"type": "continuous",
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"min": 15.0,
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"max": 25.0,
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"units": "mm",
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"baseline": 17.0
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},
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{
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"name": "support_angle",
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"type": "continuous",
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"min": 20.0,
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"max": 40.0,
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"units": "degrees",
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"baseline": 38.0
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}
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],
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"constraints": [
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{
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"name": "safety_factor",
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"type": ">=",
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"value": 4.0,
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"description": "Minimum safety factor constraint"
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}
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]
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},
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"material": {
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"name": "Aluminum 6061-T6",
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"yield_strength": 276.0,
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"yield_strength_units": "MPa",
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"allowable_stress": 69.0,
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"allowable_stress_units": "MPa"
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},
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"workflow": {
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"phase": "3.3",
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"wizard_validation": true,
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"auto_element_detection": true,
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"extractors": [
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{
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"action": "extract_displacement",
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"result_type": "displacement"
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},
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{
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"action": "extract_solid_stress",
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"result_type": "stress",
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"element_type": "auto-detected"
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}
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],
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"inline_calculations": [
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{
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"action": "calculate_safety_factor",
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"formula": "276.0 / max_von_mises"
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},
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{
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"action": "negate_displacement",
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"formula": "-max_displacement"
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}
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],
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"hooks": [
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"safety_factor_constraint"
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]
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}
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}
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