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name: abaqus-topology-optimization description: Complete workflow for topology optimization using Tosca. Use to minimize weight while maintaining stiffness. Requires full Abaqus license (not Learning Edition). allowed-tools:

• Read
• Write
• Edit
• Glob
• Grep
• Bash(abaqus:*)
• Skill

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Abaqus Topology Optimization Workflow

Complete workflow for topology optimization - determining optimal material distribution to minimize weight while maintaining structural performance.

When to Use This Skill

Triggers: topology optimization, minimize weight, lightweight design, organic structure, generative design, where to remove material, material efficiency, design for additive

USE for: Minimize weight while maintaining stiffness, maximize stiffness for given weight, generate organic load-carrying structures

Do NOT use for: Shape optimization (surface only) -> /abaqus-shape-optimization, Learning Edition users -> Tosca requires full license

Important: License Required

Topology optimization requires a full Abaqus license with Tosca module. NOT available in Learning Edition.

Prerequisites

1. Working static analysis that converges
2. Design space defined (bounding volume for material)
3. Clear objective (usually max stiffness at target weight)
4. Known load cases and boundary conditions

Workflow Steps

Phase 1: Setup Base Model

1. /abaqus-geometry - Design space with partitions for frozen regions
2. /abaqus-material - Elastic properties + density (required for TO)
3. /abaqus-mesh - Fine mesh (2-5mm typical for TO)
4. /abaqus-bc - Fixed supports (these regions become frozen)
5. /abaqus-load - Applied forces (these regions become frozen)
6. /abaqus-step - Static step for stiffness optimization

Phase 2: Configure Optimization

Use /abaqus-optimization for detailed API patterns.

1. Create TopologyTask with SIMP interpolation
2. Define design responses (volume, strain energy)
3. Set objective function (minimize compliance)
4. Add constraints (volume <= target fraction)
5. Define frozen regions (BC and load attachment areas)
6. Add manufacturing constraints (min member size)

Phase 3: Run and Post-Process

1. /abaqus-job - Submit OptimizationProcess
2. /abaqus-odb - View density distribution
3. /abaqus-export - STL export at density threshold (0.3-0.5 typical)

Key Decisions

Goal	Objective	Constraint
Stiffest at weight	Minimize compliance	Volume <= X%
Lightest that works	Minimize volume	Compliance <= Y
Avoid resonance	Maximize frequency	Volume <= X%

Most common: Minimize compliance with volume constraint at 30%.

Volume Fraction

Fraction	Use Case
20-30%	Aggressive (aerospace)
30-40%	Balanced (general)
40-50%	Conservative (safety-critical)

Manufacturing Constraints

Constraint	When to Use
Minimum member size	Always (3-5mm typical)
Draw direction	Casting, molding
Symmetry plane	Balanced loads, aesthetics
Overhang angle	Additive manufacturing

What to Ask User

Critical:

• Design space: "What is the bounding volume where material can exist?"
• Frozen regions: "Which areas must remain solid? (BC/load attachment)"
• Volume fraction: "What percentage of material should remain? (20-50%)"
• Loads and BCs: "What loads and supports act on the structure?"

With Defaults:

• Objective: Min compliance (change if stress/frequency is primary)
• Min member size: 3mm (adjust for manufacturing)
• Material: Steel (if not specified)
• Max iterations: 50 (increase if not converging)
• SIMP penalty: 3.0 (higher for sharper boundaries)

Validation

Stage	Check
Base model	Static analysis runs, results sensible
After iteration 5	Objective decreasing, no disconnection
Convergence	Objective stable (< 0.1% change)
Final design	Load path intact, no floating regions

Troubleshooting

Issue	Solution
Checkerboard pattern	Add min member size constraint
Not converging	Relax volume fraction, check frozen regions
Disconnected regions	Add more frozen regions along load path
Takes forever	Coarsen mesh, reduce iterations
License error	Requires full Abaqus with Tosca

Code Patterns

For API syntax and code examples, see:

• /abaqus-optimization - Task, response, objective, constraint API
• references/common-patterns.md - Complete TO code patterns

Related Skills

• /abaqus-optimization - Base optimization API details
• /abaqus-static-analysis - Required before optimization
• /abaqus-shape-optimization - Alternative for surface-only changes
• /abaqus-export - Export optimized geometry