Anto01
7837255ba8
Phase 1.3.1 Complete - Logging Integration: 1. Updated .claude/skills/create-study.md: - Added IMPORTANT section on structured logging from Phase 1.3 - Documents logger import and initialization - Lists all structured logging methods (trial_start, trial_complete, etc.) - References drone_gimbal_arm as template 2. Created studies/uav_arm_optimization/: - Multi-objective NSGA-II study (50 trials) - Same type as drone_gimbal_arm but renamed for UAV context - Full integration with Phase 1.3 logging system - Configuration: minimize mass + maximize frequency - Running to validate complete logging system Benefits: - All future studies created via skill will have consistent logging - Production-ready error handling and file logging from day 1 - Color-coded console output for better monitoring - Automatic log rotation (50MB, 3 backups) Related: Phase 1.2 (Configuration), Phase 1.3 (Logger), Phase 1.3.1 (Integration) 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
104 lines
2.6 KiB
JSON
104 lines
2.6 KiB
JSON
{
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"study_name": "drone_gimbal_arm_optimization",
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"optimization_request": "Multi-objective: minimize mass + maximize natural frequency, subject to displacement < 1.5mm, stress < 120 MPa, frequency > 150 Hz",
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"design_variables": [
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{
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"parameter": "beam_half_core_thickness",
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"bounds": [20, 30],
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"description": "Half thickness of beam core in mm"
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},
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{
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"parameter": "beam_face_thickness",
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"bounds": [1, 3],
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"description": "Thickness of beam face sheets in mm"
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},
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{
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"parameter": "holes_diameter",
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"bounds": [180, 280],
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"description": "Diameter of lightening holes in mm"
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},
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{
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"parameter": "hole_count",
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"bounds": [8, 14],
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"description": "Number of lightening holes"
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}
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],
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"objectives": [
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{
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"name": "mass",
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"goal": "minimize",
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"weight": 1.0,
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"extraction": {
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"action": "extract_mass",
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"domain": "result_extraction",
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"description": "Extract total mass from FEA results",
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"params": {
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"result_type": "mass",
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"metric": "total"
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}
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}
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},
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{
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"name": "fundamental_frequency",
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"goal": "maximize",
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"weight": 1.0,
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"extraction": {
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"action": "extract_frequency",
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"domain": "result_extraction",
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"description": "Extract first natural frequency from modal analysis",
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"params": {
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"result_type": "frequency",
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"mode_number": 1
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}
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}
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}
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],
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"constraints": [
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{
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"name": "max_displacement_limit",
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"type": "less_than",
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"threshold": 1.5,
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"extraction": {
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"action": "extract_displacement",
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"domain": "result_extraction",
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"description": "Extract maximum displacement from FEA results",
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"params": {
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"result_type": "displacement",
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"metric": "max"
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}
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}
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},
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{
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"name": "max_stress_limit",
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"type": "less_than",
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"threshold": 120,
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"extraction": {
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"action": "extract_stress",
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"domain": "result_extraction",
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"description": "Extract maximum von Mises stress",
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"params": {
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"result_type": "stress",
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"metric": "max_von_mises"
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}
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}
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},
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{
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"name": "min_frequency_limit",
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"type": "greater_than",
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"threshold": 150,
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"extraction": {
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"action": "extract_frequency",
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"domain": "result_extraction",
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"description": "Extract first natural frequency",
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"params": {
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"result_type": "frequency",
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"mode_number": 1
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}
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}
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}
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]
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}
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