PhyCAD-Bench / tasks /009 /simulate.py
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"""Measure target speed after a STEP-derived striker impact."""
import argparse
import hashlib
import json
import math
import subprocess
import sys
from pathlib import Path
ROOT = Path(__file__).resolve().parent
def measure(step: Path, setup: dict) -> dict:
import cadquery as cq
from OCP.BRepGProp import BRepGProp
from OCP.GProp import GProp_GProps
shape = cq.importers.importStep(str(step)).val()
if shape.ShapeType() != "Solid" or not shape.isValid() or len(shape.Solids()) != 1:
raise ValueError(f"Expected one valid solid: {step}")
props = GProp_GProps()
BRepGProp.VolumeProperties_s(shape.wrapped, props)
if props.Mass() <= 0:
raise ValueError("Striker volume must be positive")
density = setup["material_density_kg_m3"]
inertia = props.MatrixOfInertia()
bounds = shape.BoundingBox()
outer = cq.Workplane("XY").box(20, 95, 10).translate((0, 37.5, 0))
bore = cq.Workplane("XY").circle(5).extrude(12).translate((0, 0, -6))
exterior = outer.cut(bore).val()
if len(exterior.Solids()) == 1:
exterior = exterior.Solids()[0]
allowed = cq.Solid.makeBox(17, 71, 9, cq.Vector(-8.5, 7, -4.5))
vertices, _ = shape.tessellate(0.25)
return {
"step_sha256": hashlib.sha256(step.read_bytes()).hexdigest(),
"volume_mm3": props.Mass(),
"mass_kg": props.Mass() * density * 1e-9,
"center_of_mass_mm": list(props.CentreOfMass().Coord()),
"inertia_tensor_kg_m2": [
[inertia.Value(i, j) * density * 1e-15 for j in (1, 2, 3)]
for i in (1, 2, 3)
],
"bounds_mm": [bounds.xmin, bounds.xmax, bounds.ymin, bounds.ymax,
bounds.zmin, bounds.zmax],
"external_added_mm3": shape.cut(exterior).Volume(),
"exterior_removed_mm3": exterior.cut(shape).cut(allowed).Volume(),
"collision_vertices_mm": [[v.x, v.y, v.z] for v in vertices],
}
def dynamics(properties: dict, setup: dict) -> dict:
import pychrono as ch
center = [value / 1000 for value in properties["center_of_mass_mm"]]
mass = properties["mass_kg"]
inertia_tensor = properties["inertia_tensor_kg_m2"]
pivot_inertia = inertia_tensor[2][2] + mass * (center[0] ** 2 + center[1] ** 2)
speed = -math.sqrt(2 * setup["initial_rotational_energy_J"] / pivot_inertia)
angle = math.radians(setup["initial_angle_deg"])
pivot_to_center = (
center[0] * math.cos(angle) - center[1] * math.sin(angle),
center[0] * math.sin(angle) + center[1] * math.cos(angle),
)
system = ch.ChSystemSMC()
system.UseMaterialProperties(False)
system.SetCollisionSystemType(ch.ChCollisionSystem.Type_BULLET)
system.SetGravitationalAcceleration(ch.ChVector3d(0, 0, 0))
material = ch.ChContactMaterialSMC()
material.SetFriction(setup["contact_friction"])
material.SetKn(setup["contact_stiffness_N_m"])
material.SetGn(setup["contact_damping_N_s_m"])
ground = ch.ChBody()
ground.SetFixed(True)
system.Add(ground)
striker = ch.ChBody()
striker.SetMass(mass)
inertia = ch.ChMatrix33d()
inertia.SetMatr(inertia_tensor)
striker.SetInertia(inertia)
striker.SetRot(ch.QuatFromAngleAxis(angle, ch.VECT_Z))
striker.SetPos(ch.ChVector3d(*pivot_to_center, center[2]))
striker.SetAngVelParent(ch.ChVector3d(0, 0, speed))
striker.SetLinVel(ch.ChVector3d(-speed * pivot_to_center[1],
speed * pivot_to_center[0], 0))
points = ch.vector_ChVector3d()
for x, y, z in properties["collision_vertices_mm"]:
points.push_back(ch.ChVector3d(x / 1000 - center[0],
y / 1000 - center[1],
z / 1000 - center[2]))
striker.AddCollisionShape(ch.ChCollisionShapeConvexHull(material, points))
striker.EnableCollision(True)
system.Add(striker)
hinge = ch.ChLinkLockRevolute()
hinge.Initialize(striker, ground, ch.ChFramed(ch.ChVector3d(0, 0, 0)))
system.Add(hinge)
size = setup["target_size_m"]
target = ch.ChBodyEasyBox(
*size, setup["target_mass_kg"] / (size[0] * size[1] * size[2]),
False, True, material)
target.SetPos(ch.ChVector3d(*setup["target_center_m"]))
system.Add(target)
guide = ch.ChLinkLockPrismatic()
guide.Initialize(target, ground, ch.ChFramed(
ch.ChVector3d(*setup["target_center_m"]),
ch.QuatFromAngleAxis(math.pi / 2, ch.VECT_Y)))
system.Add(guide)
dt = setup["time_step_s"]
steps = round(setup["duration_s"] / dt)
if dt <= 0 or steps <= 0 or abs(steps * dt - setup["duration_s"]) > 1e-12:
raise ValueError("Invalid simulation duration or time step")
contact_steps = 0
for _ in range(steps):
system.DoStepDynamics(dt)
if target.GetContactForce().Length() > 1e-8:
contact_steps += 1
final_speed = target.GetLinVel().x
if not math.isfinite(final_speed):
raise ValueError("Nonfinite target speed")
return {
"target_final_speed_m_s": final_speed,
"contact_steps": contact_steps,
"initial_striker_angular_speed_rad_s": speed,
"initial_striker_energy_J": 0.5 * pivot_inertia * speed * speed,
"steps": steps,
}
def invoke(python: str, phase: str, payload: dict) -> dict:
run = subprocess.run(
[python, str(Path(__file__).resolve()), "--phase", phase],
input=json.dumps(payload), text=True, capture_output=True, check=False,
)
if run.returncode:
raise RuntimeError(f"{phase} failed:\n{run.stderr[-1600:]}")
return json.loads(run.stdout)
def main() -> None:
parser = argparse.ArgumentParser()
parser.add_argument("--cad-python", default=sys.executable)
parser.add_argument("--physics-python", default=sys.executable)
parser.add_argument("--phase", choices=("measure", "dynamics"))
args = parser.parse_args()
if args.phase:
payload = json.load(sys.stdin)
result = (measure(Path(payload["step"]), payload["setup"])
if args.phase == "measure"
else dynamics(payload["properties"], payload["setup"]))
print(json.dumps(result))
return
setup = json.loads((ROOT / "setup.json").read_text())
results = {}
for name in ("before", "after"):
properties = invoke(args.cad_python, "measure", {
"step": str(ROOT / f"{name}.step"), "setup": setup,
})
results[name] = {
"step_properties": properties,
"simulation_result": {
"runs": [invoke(args.physics_python, "dynamics", {
"properties": properties,
"setup": {**setup, "target_center_m": [x, *setup["target_center_m"][1:]]},
}) for x in setup["target_center_x_cases_m"]],
},
}
before = results["before"]
after = results["after"]
bp = before["step_properties"]
ap = after["step_properties"]
bruns = before["simulation_result"]["runs"]
aruns = after["simulation_result"]["runs"]
baseline = [run["target_final_speed_m_s"] for run in bruns]
candidate = [run["target_final_speed_m_s"] for run in aruns]
checks = {
"baseline_impact_measurable": all(speed > 0.01 for speed in baseline),
"target_speed_gain": all(a >= b *
(1 + setup["required_relative_target_speed_gain"])
for a, b in zip(candidate, baseline)),
"mass_fixed": abs(ap["mass_kg"] / bp["mass_kg"] - 1)
<= setup["maximum_relative_mass_change"],
"envelope_fixed": all(abs(a - b) <= setup["maximum_envelope_change_mm"]
for a, b in zip(ap["bounds_mm"], bp["bounds_mm"])),
"pivot_and_strike_surface_fixed": ap["external_added_mm3"]
<= setup["maximum_external_added_mm3"]
and ap["exterior_removed_mm3"] <= setup["maximum_exterior_removed_mm3"],
"centered_on_swing_plane": max(abs(ap["center_of_mass_mm"][i])
for i in (0, 2))
<= setup["maximum_center_xz_offset_mm"],
"target_contact_observed": all(run["contact_steps"] > 0
for run in (*bruns, *aruns)),
}
after["comparison_to_before"] = {
"target_center_x_cases_m": setup["target_center_x_cases_m"],
"relative_target_speed_gain": [a / b - 1 for a, b in zip(candidate, baseline)],
"checks": checks,
"passed": all(checks.values()),
}
for name, result in results.items():
(ROOT / f"{name}.results.json").write_text(json.dumps(result, indent=2) + "\n")
print(f"Target speed: {baseline} -> {candidate} m/s")
print(f"Task passed: {after['comparison_to_before']['passed']}")
if not after["comparison_to_before"]["passed"]:
raise SystemExit(1)
if __name__ == "__main__":
main()