ANSYS Simulation solution from Topology Optimization to ...€¦ · Lattice Design Using Topology...

ANSYS Simulation solution from Topology Optimization to Metal Additive Manufacturing Process

Abel Ramos – Application Engineer

ANSYS Vision for Additive Design

Design Space

Engineering Requirements

PrinterParameters

AGENDA: Design for AM with ANSYS

Design for Additive Manufacturing

Topology Optimization Overview

Design space

Applied load cases, frequency constraints, and other engineering

requirements

Determine

Geometry with maximum stiffness and minimal mass

Subject To

Stress and/or displacement

constraints

Topological Optimization for Additive Example

• Wheel

In cooperation with TH Ingolstadt / AUDI

Lattice Design Using Topology Optimization

Optimize Lattice Density Distribution− Homogenization-based approach

− Support library of lattice cell templates

− Validate design

− Construct detailed lattice geometry

Design Validation on Homogenized Model

Generate Lattice Structure, Validate Manufacturability

Structural ProblemSet up

Lattice Density Optimization Print

Topology Optimization WorkflowEnables superior designs via physics-driven free-

form design optimizationTopological

Optimization

Validation

Geometry

Is this design printable?

Additive Manufacturing

What is Additive manufacturing?

Additive Manufacturing (or 3D printing) builds 3D objects byadding a layer-upon-layer of material

The AM Promise

• Impossible to Manufacture

• Part Consolidation

• Distributed Production

• New Material Properties

• Replacement parts

The AM Promise

Removal of Joints

The AM Promise

Understanding the problem

Build Issues

It can take multiple build tries until a successful build is obtained

Build Issues

• Due to the high thermal strains and induced plastic strains, parts distort when removed from the build plate

DISTORTION

BLADE CRASH• The part can distort out of the top of the powder

bed during the build− At worst, the build will stop

− At best, the part will be deformed or the powder bed altered leading to a defect in the part

CRACKING

• The high residual stresses and high strains can lead to cracking in either the part or its supports

Figure courtesy of Dr. Tim Simpson (Penn State University)

$5,000

$2,000

$4,000

$3,500$3,000

How to avoid a bucket filled with failed prints, sitting right next to a million-dollar machine.

Current AM Build Workflow

Design Build Measure

Why simulation is key to realizing full potential of Additive Manufacturing?

Need Process Simulation toGet it Right the First Time!

Simulation-Assisted AM Build Workflow

Design Virtual BuildProduction

BuildMeasure

Process Simulation Goals

Answer the questions about the design:

• Is this buildable?

• What is the thermal distortion?

• How do I compensate the design for the distortion

• What is the best built orientation?

• What are the best support to use, and where?

Different Types of Customer need AM Simulation

ANSYS AM products

ANSYS Additive Print

Lightweight, Standalone application

Delivered outside of Workbench • Desktop and Cloud availability

Includes SpaceClaim

Targeted at Designers and Machine Operators

Predict build quality, part distortion, reduce build failures… maximize productivity of your AM machine

Designers

Operators

ANSYS AM products

ANSYS Additive Suite

Includes All ANSYS AM capabilities• ANSYS Workbench & Mechanical Enterprise Additive Capabilities

• Process Simulation• Topological Optimization• Lattice Optimization

• Additive Science• Scan-vector-level thermal analysis • In-depth material behavior

• Additive Print

FEA analysts, AM experts and material researchers

Industry leading analysis tool for AM processes and materials

Engineers

Scientists

Workflow Overview

Static Structural (or Modal)

Problem Set up

Design Optimization

Design Validation

Original Assembly Optimized Part Validate Design

Optimized Geometry

DESIGN PROCESS SIMULATION

Asses Printing Process

Manufacturing Process

Features of ANSYS AM Suite

• Options for Simplified Thermal Analysis AND Detailed Thermal Analysis

• Topology / Lattice Optimization

• Distortion / Residual Stress / Failure Prediction

• Automatically Compensate Geometry for Distortion

• Four Strain Mode Options

• STL File Repair / Manipulation

• Location-Specific Microstructure Output

• Geometry-based Support Generation

• Physics-based Support Generation

• Porosity Predictions

• Simulate using Machine Scan-Vectors

• Thermal Sensor predictions

Additive ManufacturingApplication Examples

The Pitfalls

On the Build Plate

Simulation with ANSYS Additive Print

(red – shows where the part deforms upwards)

Why Simulate

Distortion Compensated simulation results (blue) overplayed on STL file

Accurately printed part

Simulation accuratelypredicts distortion

Application example: Distortion compensation

Compensated GeometryOriginal Geometry

Comparison of Support Failure Prediction to Experiment

• Support Failure Prediction− Prediction of support failure

for default supports show excellent correlation to experimental results

− Strengthened supports were also correctly predicted to fail

Default Support Failure Prediction

Strengthened Support Failure Prediction

Summary

Design for AM with ANSYS

ANSYS Simulation solution from Topology Optimization to ...€¦ · Lattice Design Using Topology...

Documents

Topology optimization

Optimization Topology

TOPOLOGY OPTIMIZATION: FUNDAMENTALS

Robust topology optimization for structures under interval … · 2020-03-14 · structural topology optimization refers to the robust topology optimization, termed as RTO which is

Topology Optimization of Additively-Manufactured, Lattice … › wp-content › uploads › 2015 › 07 › ... · 2019-03-02 · Topology optimization is the process of finding

Topology Optimization of Microstructures with onstraints on … · Topology Optimization of Microstructures with ... implementing the topology optimization problem with a Bi-linear

Lattice Structure Optimization

Manufacturing tolerant topology optimization

Structural Topology Optimization using Multi-objective ... · Keywords: Topology Optimization, Minimum compliance, Genetic algorithm, Multi-objective optimization 1. Introduction

Simcenter Nastran Topology Optimization - Cador Consultingfiles.cador.pl/broszury/Simcenter_Nastran_Topology_Optimization.pdf · Simcenter Nastran Topology Optimization The design

A novel substructure-based topology optimization method ... · A novel substructure-based topology optimization method ... topology optimization in ﬁnding reasonable stiffener

DESIGNING WITH TOPOLOGY OPTIMIZATION

field based structural topology optimization using ... · Phase‐field based structural topology optimization using unstructured polygonal meshes ... Cantilever beam ... topology

From Topology Optimization to Robust Design Optimization

new optimization algorithm for topology optimization

Level set topology optimization of cooling channels using the …m2do.ucsd.edu/static/papers/Kambampati-Kim-2020_LevelSet... · 2020-03-16 · topology optimization. Topology optimization

Current and future trends in topology optimization for ... and... · Current and future trends in topology optimization for additive ... structural evolution of topology optimization

Automated Lattice Optimization of Hinge Fitting with ... · PDF fileAUTOMATED LATTICE OPTIMIZATION OF HINGE FITTING ... in the fields of lattice structures, topology optimization,

FLUID FLOW TOPOLOGY OPTIMIZATION USING … FLOW TOPOLOGY OPTIMIZATION USING POLYGINAL ELEMENTS: STABILITY AND COMPUTATIONAL ... and Carvalho, M.S., “Fluid Flow Topology Optimization

Topology and Shape Optimization with · PDF file4 Ι r 1 Topology Optimization “Topology optimization is a phrase used to characterize design optimization formulations that allow