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feat: Add MCP build_optimization_config tool

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Integrate OP2 data extraction with optimization config builder:
- Add build_optimization_config() MCP tool
- Add list_optimization_options() helper
- Add format_optimization_options_for_llm() formatter
- Update MCP tools documentation with full API details
- Test with bracket example, generates valid config

Features:
- Discovers design variables from FEA model
- Lists 4 available objectives (mass, stress, displacement, volume)
- Lists 4 available constraints (stress/displacement/mass limits)
- Validates user selections against model
- Generates complete optimization_config.json

Tested with examples/bracket/Bracket_sim1.sim:
- Found 4 design variables (support_angle, tip_thickness, p3, support_blend_radius)
- Created config with 2 objectives, 2 constraints, 150 trials

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
Anto01
2025-11-15 10:23:02 -05:00
parent 4afb46327a
commit 0a71435dcc
5 changed files with 625 additions and 10 deletions
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examples/bracket/optimization_config.json Normal file
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{
"design_variables": [
{
"name": "tip_thickness",
"type": "continuous",
"bounds": [
15.0,
25.0
],
"units": "mm",
"initial_value": 20.0
},
{
"name": "support_angle",
"type": "continuous",
"bounds": [
20.0,
40.0
],
"units": "degrees",
"initial_value": 30.0
}
],
"objectives": [
{
"name": "minimize_mass",
"description": "Minimize total mass (weight reduction)",
"extractor": "mass_extractor",
"metric": "total_mass",
"direction": "minimize",
"weight": 5.0
},
{
"name": "minimize_max_stress",
"description": "Minimize maximum von Mises stress",
"extractor": "stress_extractor",
"metric": "max_von_mises",
"direction": "minimize",
"weight": 10.0
}
],
"constraints": [
{
"name": "max_displacement_limit",
"description": "Maximum allowable displacement",
"extractor": "displacement_extractor",
"metric": "max_displacement",
"type": "upper_bound",
"limit": 1.0,
"units": "mm"
},
{
"name": "max_stress_limit",
"description": "Maximum allowable von Mises stress",
"extractor": "stress_extractor",
"metric": "max_von_mises",
"type": "upper_bound",
"limit": 200.0,
"units": "MPa"
}
],
"optimization_settings": {
"n_trials": 150,
"sampler": "TPE",
"n_startup_trials": 20
},
"model_info": {
"sim_file": "C:/Users/antoi/Documents/Atomaste/Atomizer/examples/bracket/Bracket_sim1.sim",
"solutions": [
{
"name": "Direct Frequency Response",
"type": "Direct Frequency Response",
"solver": "NX Nastran",
"description": "Extracted from binary .sim file"
},
{
"name": "Disable in Thermal Solution 2D",
"type": "Disable in Thermal Solution 2D",
"solver": "NX Nastran",
"description": "Extracted from binary .sim file"
},
{
"name": "Nonlinear Statics",
"type": "Nonlinear Statics",
"solver": "NX Nastran",
"description": "Extracted from binary .sim file"
},
{
"name": "Linear Statics",
"type": "Linear Statics",
"solver": "NX Nastran",
"description": "Extracted from binary .sim file"
},
{
"name": "*Thermal-Flow Coupled Solution Parameters",
"type": "*Thermal-Flow Coupled Solution Parameters",
"solver": "NX Nastran",
"description": "Extracted from binary .sim file"
},
{
"name": "Thermal Solution Parameters",
"type": "Thermal Solution Parameters",
"solver": "NX Nastran",
"description": "Extracted from binary .sim file"
},
{
"name": "Disable in Thermal Solution 3D",
"type": "Disable in Thermal Solution 3D",
"solver": "NX Nastran",
"description": "Extracted from binary .sim file"
},
{
"name": "Modal Frequency Response",
"type": "Modal Frequency Response",
"solver": "NX Nastran",
"description": "Extracted from binary .sim file"
},
{
"name": "Direct Transient Response",
"type": "Direct Transient Response",
"solver": "NX Nastran",
"description": "Extracted from binary .sim file"
},
{
"name": "-Flow-Structural Coupled Solution Parameters",
"type": "-Flow-Structural Coupled Solution Parameters",
"solver": "NX Nastran",
"description": "Extracted from binary .sim file"
},
{
"name": "Normal Modes",
"type": "Normal Modes",
"solver": "NX Nastran",
"description": "Extracted from binary .sim file"
},
{
"name": "Modal Transient Response",
"type": "Modal Transient Response",
"solver": "NX Nastran",
"description": "Extracted from binary .sim file"
},
{
"name": "\"ObjectDisableInThermalSolution3D",
"type": "\"ObjectDisableInThermalSolution3D",
"solver": "NX Nastran",
"description": "Extracted from binary .sim file"
},
{
"name": "1Pass Structural Contact Solution to Flow Solver",
"type": "1Pass Structural Contact Solution to Flow Solver",
"solver": "NX Nastran",
"description": "Extracted from binary .sim file"
},
{
"name": "0Thermal-Structural Coupled Solution Parameters",
"type": "0Thermal-Structural Coupled Solution Parameters",
"solver": "NX Nastran",
"description": "Extracted from binary .sim file"
},
{
"name": "Design Optimization",
"type": "Design Optimization",
"solver": "NX Nastran",
"description": "Extracted from binary .sim file"
},
{
"name": "DisableInThermalSolution",
"type": "DisableInThermalSolution",
"solver": "NX Nastran",
"description": "Extracted from binary .sim file"
},
{
"name": "\"ObjectDisableInThermalSolution2D",
"type": "\"ObjectDisableInThermalSolution2D",
"solver": "NX Nastran",
"description": "Extracted from binary .sim file"
}
]
}
}