Files
Atomizer/optimization_engine/solve_simulation.py
Anto01 96e88fe714 fix: Apply expression updates directly in NX journal
Critical fix - the expressions were not being applied during optimization!
The journal now receives expression values and applies them using
EditExpressionWithUnits() BEFORE rebuilding geometry and regenerating FEM.

## Key Changes

### Expression Application in Journal (solve_simulation.py)
- Journal now accepts expression values as arguments (tip_thickness, support_angle)
- Applies expressions using EditExpressionWithUnits() on active Bracket part
- Calls MakeUpToDate() on each modified expression
- Then calls UpdateManager.DoUpdate() to rebuild geometry with new values
- Follows the exact pattern from the user's working journal

### NX Solver Updates (nx_solver.py)
- Added expression_updates parameter to run_simulation() and run_nx_simulation()
- Passes expression values to journal via sys.argv
- For bracket: passes tip_thickness and support_angle as separate args

### Test Script Updates (test_journal_optimization.py)
- Removed nx_updater step (no longer needed - expressions applied in journal)
- model_updater now just stores design vars in global variable
- simulation_runner passes expression_updates to nx_solver
- Sequential workflow: update vars -> run journal (apply expressions) -> extract results

## Results - OPTIMIZATION NOW WORKS!

Before (all trials same stress):
- Trial 0: tip=23.48, angle=37.21 → stress=197.89 MPa
- Trial 1: tip=20.08, angle=20.32 → stress=197.89 MPa (SAME!)
- Trial 2: tip=18.19, angle=35.23 → stress=197.89 MPa (SAME!)

After (varying stress values):
- Trial 0: tip=21.62, angle=30.15 → stress=192.71 MPa 
- Trial 1: tip=17.17, angle=33.52 → stress=167.96 MPa  BEST!
- Trial 2: tip=15.06, angle=21.81 → stress=242.50 MPa 

Mesh also changes: 1027 → 951 CTETRA elements with different parameters.

The optimization loop is now fully functional with expressions being properly
applied and the FEM regenerating with correct geometry!

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

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-15 12:47:55 -05:00

245 lines
10 KiB
Python

"""
NX Journal Script to Solve Simulation in Batch Mode
This script opens a .sim file, updates the FEM, and solves it through the NX API.
Usage: run_journal.exe solve_simulation.py <sim_file_path>
Based on recorded NX journal pattern for solving simulations.
"""
import sys
import NXOpen
import NXOpen.Assemblies
import NXOpen.CAE
def main(args):
"""
Open and solve a simulation file with updated expression values.
Args:
args: Command line arguments
args[0]: .sim file path
args[1]: tip_thickness value (optional)
args[2]: support_angle value (optional)
"""
if len(args) < 1:
print("ERROR: No .sim file path provided")
print("Usage: run_journal.exe solve_simulation.py <sim_file_path> [tip_thickness] [support_angle]")
return False
sim_file_path = args[0]
# Parse expression values if provided
tip_thickness = float(args[1]) if len(args) > 1 else None
support_angle = float(args[2]) if len(args) > 2 else None
print(f"[JOURNAL] Opening simulation: {sim_file_path}")
if tip_thickness is not None:
print(f"[JOURNAL] Will update tip_thickness = {tip_thickness}")
if support_angle is not None:
print(f"[JOURNAL] Will update support_angle = {support_angle}")
try:
theSession = NXOpen.Session.GetSession()
# Close any currently open sim file to force reload from disk
print("[JOURNAL] Checking for open parts...")
try:
current_work = theSession.Parts.BaseWork
if current_work and hasattr(current_work, 'FullPath'):
current_path = current_work.FullPath
print(f"[JOURNAL] Closing currently open part: {current_path}")
# Close without saving (we want to reload from disk)
partCloseResponses1 = [NXOpen.BasePart.CloseWholeTree]
theSession.Parts.CloseAll(partCloseResponses1)
print("[JOURNAL] Parts closed")
except Exception as e:
print(f"[JOURNAL] No parts to close or error closing: {e}")
# Open the .sim file (now will load fresh from disk with updated .prt files)
print(f"[JOURNAL] Opening simulation fresh from disk...")
basePart1, partLoadStatus1 = theSession.Parts.OpenActiveDisplay(
sim_file_path,
NXOpen.DisplayPartOption.AllowAdditional
)
workSimPart = theSession.Parts.BaseWork
displaySimPart = theSession.Parts.BaseDisplay
partLoadStatus1.Dispose()
# Switch to simulation application
theSession.ApplicationSwitchImmediate("UG_APP_SFEM")
simPart1 = workSimPart
theSession.Post.UpdateUserGroupsFromSimPart(simPart1)
# STEP 1: Switch to Bracket.prt and update expressions, then update geometry
print("[JOURNAL] STEP 1: Updating Bracket.prt geometry...")
try:
# Find the Bracket part
bracketPart = theSession.Parts.FindObject("Bracket")
if bracketPart:
# Make Bracket the active display part
status, partLoadStatus = theSession.Parts.SetActiveDisplay(
bracketPart,
NXOpen.DisplayPartOption.AllowAdditional,
NXOpen.PartDisplayPartWorkPartOption.UseLast
)
partLoadStatus.Dispose()
workPart = theSession.Parts.Work
# CRITICAL: Apply expression changes BEFORE updating geometry
expressions_updated = []
if tip_thickness is not None:
print(f"[JOURNAL] Applying tip_thickness = {tip_thickness}")
expr_tip = workPart.Expressions.FindObject("tip_thickness")
if expr_tip:
unit_mm = workPart.UnitCollection.FindObject("MilliMeter")
workPart.Expressions.EditExpressionWithUnits(expr_tip, unit_mm, str(tip_thickness))
expressions_updated.append(expr_tip)
print(f"[JOURNAL] tip_thickness updated")
else:
print(f"[JOURNAL] WARNING: tip_thickness expression not found!")
if support_angle is not None:
print(f"[JOURNAL] Applying support_angle = {support_angle}")
expr_angle = workPart.Expressions.FindObject("support_angle")
if expr_angle:
unit_deg = workPart.UnitCollection.FindObject("Degrees")
workPart.Expressions.EditExpressionWithUnits(expr_angle, unit_deg, str(support_angle))
expressions_updated.append(expr_angle)
print(f"[JOURNAL] support_angle updated")
else:
print(f"[JOURNAL] WARNING: support_angle expression not found!")
# Make expressions up to date
if expressions_updated:
print(f"[JOURNAL] Making {len(expressions_updated)} expression(s) up to date...")
for expr in expressions_updated:
markId_expr = theSession.SetUndoMark(NXOpen.Session.MarkVisibility.Invisible, "Make Up to Date")
objects1 = [expr]
theSession.UpdateManager.MakeUpToDate(objects1, markId_expr)
theSession.DeleteUndoMark(markId_expr, None)
# CRITICAL: Update the geometry model - rebuilds features with new expressions
print(f"[JOURNAL] Rebuilding geometry with new expression values...")
markId_update = theSession.SetUndoMark(NXOpen.Session.MarkVisibility.Invisible, "NX update")
nErrs = theSession.UpdateManager.DoUpdate(markId_update)
theSession.DeleteUndoMark(markId_update, "NX update")
print(f"[JOURNAL] Bracket geometry updated ({nErrs} errors)")
else:
print("[JOURNAL] WARNING: Could not find Bracket part")
except Exception as e:
print(f"[JOURNAL] ERROR updating Bracket.prt: {e}")
import traceback
traceback.print_exc()
# STEP 2: Switch to Bracket_fem1 and update FE model
print("[JOURNAL] STEP 2: Opening Bracket_fem1.fem...")
try:
# Find the FEM part
femPart1 = theSession.Parts.FindObject("Bracket_fem1")
if femPart1:
# Make FEM the active display part
status, partLoadStatus = theSession.Parts.SetActiveDisplay(
femPart1,
NXOpen.DisplayPartOption.AllowAdditional,
NXOpen.PartDisplayPartWorkPartOption.SameAsDisplay
)
partLoadStatus.Dispose()
workFemPart = theSession.Parts.BaseWork
# CRITICAL: Update FE Model - regenerates FEM with new geometry from Bracket.prt
print("[JOURNAL] Updating FE Model...")
fEModel1 = workFemPart.FindObject("FEModel")
if fEModel1:
fEModel1.UpdateFemodel()
print("[JOURNAL] FE Model updated with new geometry!")
else:
print("[JOURNAL] WARNING: Could not find FEModel object")
else:
print("[JOURNAL] WARNING: Could not find Bracket_fem1 part")
except Exception as e:
print(f"[JOURNAL] ERROR updating FEM: {e}")
import traceback
traceback.print_exc()
# STEP 3: Switch back to sim part
print("[JOURNAL] STEP 3: Switching back to sim part...")
try:
status, partLoadStatus = theSession.Parts.SetActiveDisplay(
simPart1,
NXOpen.DisplayPartOption.AllowAdditional,
NXOpen.PartDisplayPartWorkPartOption.UseLast
)
partLoadStatus.Dispose()
workSimPart = theSession.Parts.BaseWork
print("[JOURNAL] Switched back to sim part")
except Exception as e:
print(f"[JOURNAL] WARNING: Error switching to sim part: {e}")
# Note: Old output files are deleted by nx_solver.py before calling this journal
# This ensures NX performs a fresh solve
# Solve the simulation
print("[JOURNAL] Starting solve...")
markId3 = theSession.SetUndoMark(NXOpen.Session.MarkVisibility.Visible, "Start")
theSession.SetUndoMarkName(markId3, "Solve Dialog")
markId5 = theSession.SetUndoMark(NXOpen.Session.MarkVisibility.Invisible, "Solve")
theCAESimSolveManager = NXOpen.CAE.SimSolveManager.GetSimSolveManager(theSession)
# Get the first solution from the simulation
simSimulation1 = workSimPart.FindObject("Simulation")
simSolution1 = simSimulation1.FindObject("Solution[Solution 1]")
psolutions1 = [simSolution1]
# Solve in background mode
numsolutionssolved1, numsolutionsfailed1, numsolutionsskipped1 = theCAESimSolveManager.SolveChainOfSolutions(
psolutions1,
NXOpen.CAE.SimSolution.SolveOption.Solve,
NXOpen.CAE.SimSolution.SetupCheckOption.CompleteDeepCheckAndOutputErrors,
NXOpen.CAE.SimSolution.SolveMode.Background
)
theSession.DeleteUndoMark(markId5, None)
theSession.SetUndoMarkName(markId3, "Solve")
print(f"[JOURNAL] Solve submitted!")
print(f"[JOURNAL] Solutions solved: {numsolutionssolved1}")
print(f"[JOURNAL] Solutions failed: {numsolutionsfailed1}")
print(f"[JOURNAL] Solutions skipped: {numsolutionsskipped1}")
# NOTE: In Background mode, these values may not be accurate since the solve
# runs asynchronously. The solve will continue after this journal finishes.
# We rely on the Save operation and file existence checks to verify success.
# Save the simulation to write all output files
print("[JOURNAL] Saving simulation to ensure output files are written...")
simPart2 = workSimPart
partSaveStatus1 = simPart2.Save(
NXOpen.BasePart.SaveComponents.TrueValue,
NXOpen.BasePart.CloseAfterSave.FalseValue
)
partSaveStatus1.Dispose()
print("[JOURNAL] Save complete!")
return True
except Exception as e:
print(f"[JOURNAL] ERROR: {e}")
import traceback
traceback.print_exc()
return False
if __name__ == '__main__':
success = main(sys.argv[1:])
sys.exit(0 if success else 1)