Agent skill
freecad-automation-design-table-studies
Sub-skill of freecad-automation: Design table batch parametric studies — hull hydrostatics and FEM parameter sweeps with YAML export.
Install this agent skill to your Project
npx add-skill https://github.com/vamseeachanta/workspace-hub/tree/main/.claude/skills/_archive/engineering/cad/freecad-automation/design-table-studies
SKILL.md
Design Table Studies
Overview
Batch parametric studies for hull hydrostatics and FEM structural analysis. Enumerate parameter combinations, run analyses, and export comparison results.
Hull Hydrostatics Mode
from digitalmodel.visualization.design_tools.design_table import DesignTable
from digitalmodel.hydrodynamics.hull_library.profile_schema import HullProfile
profile = HullProfile.load_yaml("base_hull.yaml")
dt = DesignTable(profile)
dt.add_parameter("length_bp", [90.0, 100.0, 110.0])
dt.add_parameter("beam", [18.0, 20.0, 22.0])
dt.generate_variations() # 9 combinations
results = dt.run_batch_hydrostatics(parallel=True)
dt.export_results_yaml(Path("hydro_comparison.yaml"))
Scalable Parameters
length_bp, beam, draft, depth, block_coefficient
Stations are proportionally rescaled when dimensions change.
FEM Batch Mode
from digitalmodel.visualization.design_tools.design_table import DesignTable
dt = DesignTable.for_fem()
dt.add_fem_parameter("hole_radius", [8.0, 10.0, 12.0, 15.0])
results = dt.run_batch_fem(work_dir=Path("/tmp/fem_study"))
dt.export_fem_results_yaml(Path("fem_comparison.yaml"))
# Results include Kt for each variation
for r in results:
print(f"r={r['parameters']['hole_radius']:.0f} → Kt={r['kt']:.3f}")
FEM Parameters
hole_radius, plate_width, plate_height, thickness, element_size, youngs_modulus
Each combination runs a full FEMChain plate-with-hole analysis.
YAML Output Format
Hydrostatics
base_profile: hull_name
n_variations: 9
variations:
- index: 0
parameters: {length_bp: 90.0, beam: 18.0, draft: 8.0, depth: 10.0}
hydrostatics: {displaced_volume: 12960.0, waterplane_area: 1620.0, ...}
FEM
mode: fem_batch
n_variations: 4
variations:
- index: 0
parameters: {hole_radius: 8.0, plate_width: 200.0, ...}
kt: 2.85
max_von_mises: 285.0
Validated Behaviour
- Kt increases monotonically with hole_radius / plate_width ratio
- Box barge hydrostatics match analytical (V, Awp, KB, BM) within 2%
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