Abaqus Shape Optimization Skill

SkillAI & models

This skill lets your AI reshape fillets and notches on an Abaqus model to reduce peak stress at sharp corners. If a part has stress concentrations, the AI can adjust the geometry to smooth out those problem areas. It works by moving surfaces only.

Available today. Use it from your connected AI after setup.

Add the skill, then describe the fillet or notch you want improved — for example, ask your AI to reduce peak stress at a sharp corner on your model.

Then ask your AI: use the Abaqus Shape Optimization Skill skill

What your AI can do with it

  • Reshape fillets and notches on a model
  • Reduce peak stress at sharp corners
  • Smooth out stress concentrations in the geometry
  • Adjust shapes by moving surfaces only
  • Pick up on requests about fillet optimization or reshaping surfaces

What this skill tells your AI

The instructions your AI receives, as published by cai-aa/cae-agent-hub in Skill/abaqus/optimization/abaqus-shape-optimization/SKILL.md and read by ahel’s review.

Optimize surface geometry to reduce stress concentrations. Shape optimization moves existing surfaces without adding or removing material.

When to Use This Skill

Route here when user mentions:

  • "stress concentration", "reduce peak stress"
  • "fillet optimization", "optimize fillet radius"
  • "reshape surface", "smooth geometry"
  • "improve fatigue life", "notch optimization"

Route elsewhere:

  • Adding/removing material (holes, organic forms) → /abaqus-topology-optimization
  • Low-level optimization setup → /abaqus-optimization
  • Running the optimization job → /abaqus-job

Shape vs Topology Optimization

AspectShape OptimizationTopology Optimization
What changesSurface positionsMaterial presence
ResultSmooth surfacesHoles, organic forms
ManufacturingTraditional machiningOften needs AM/casting
Design freedomLimitedHigh
Best forRefine existing designConceptual design

Rule of thumb: Use shape optimization when you have a good design with local stress issues. Use topology when starting fresh or need major redesign.

Prerequisites

Before shape optimization:

  1. ✅ Working static analysis that converges
  2. ✅ Identified high-stress surface region
  3. ✅ Full Abaqus license with Tosca (not Learning Edition)

Workflow: Shape Optimization

Step 1: Run Baseline Analysis

Run static analysis to identify stress concentrations. Note peak stress location and magnitude for comparison baseline.

Step 2: Identify Design Surfaces

Ask user if unclear: Which surfaces can be modified? Which must remain fixed?

Only select surfaces that can be modified in manufacturing, are not functional interfaces, and don't have attached features.

Step 3: Define Movement Limits

Get maximum growth/shrink (mm). Typical values: 3-10mm depending on part size.

Step 4: Choose Objective

User GoalObjectiveDesign Response
Reduce stress concentrationMINIMIZE_MAXIMUMSTRESS (MISES)
Uniform stress distributionMINIMIZE_MAXIMUMMAX_PRINCIPAL_STRESS
Maximize stiffnessMINIMIZE_MAXIMUMSTRAIN_ENERGY

Step 5: Add Constraints and Geometric Restrictions

Protect critical regions: BC surfaces, load surfaces, mating interfaces, precision features.

Common constraints: volume ≤ initial, maintain planar surfaces, mesh quality.

Step 6: Run Optimization

Set design cycles (20-30) and submit the optimization process.

Key Parameters

ParameterRecommendedNotes
Max movement3-10mmBased on part size
Design cycles20-30More for complex shapes
Mesh qualityMEDIUMBalance speed/quality
SmoothingLAPLACIANPrevents mesh distortion

What to Ask User

If not specified, clarify:

  1. Which surface to reshape? - "The inner fillet at the L-bracket corner"
  2. Maximum allowed movement? - "Up to 5mm growth, 3mm shrink"
  3. Stress reduction target? - "Reduce from 450 MPa to under 300 MPa"
  4. Volume constraint? - "Keep volume within 5% of original"

Validation Checklist

After optimization completes, verify:

  • Peak stress reduced at critical location
  • Volume constraint satisfied
  • Geometry still manufacturable
  • No mesh distortion warnings
  • Results converged (objective stable)

Post-Processing

  1. Compare initial vs optimized stress contours
  2. Export modified geometry if needed
  3. Run final validation FEA on optimized shape
  4. Check manufacturability with CAM or manufacturing engineer

Troubleshooting

ProblemLikely CauseSolution
Mesh distortionMovement limits too largeReduce max growth/shrink
No improvementWrong design surfacesVerify surface selection
Convergence failureAggressive optimizationAdd smoothing, smaller steps
Volume increaseNo volume constraintAdd volume ≤ initial constraint
"License error"No Tosca moduleRequires full Abaqus

Code Patterns

For actual API syntax and code examples, see:

Related Skills

  • /abaqus-optimization - Base optimization API and concepts
  • /abaqus-topology-optimization - For material removal optimization
  • /abaqus-static-analysis - Required baseline analysis

Signals

GitHub stars
880
Forks
115
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
abaqus-shape-optimization
Source
github.com/cai-aa/cae-agent-hub