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strengthening the materials core of manufacturing enterprises Materials Testing ¤ Software ¤ Data Infrastructure + materialsphere a DatapointLabs affiliate technical center for materials
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Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

Mar 20, 2020

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Page 1: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Materials

Testing ¤ Software ¤ Data Infrastructure

+

materialsphere

a DatapointLabs affiliate

technical center for materials

Page 2: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Providing an Experimental

Basis in Support of FEA

Hubert Lobo

Page 3: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Heritage

• 1986 - Cornell Injection Molding Program (CIMP) – Research: Properties of molten plastics for CAE

• 1995 - Datapoint Testing Services – Commercialization: Properties of plastics for molding CAE

• 1998 - TestPaks Alliance Program – Partnerships with FEA companies – properties & modeling for FEA

• 2000 - Company rebranded as DatapointLabs – Supporting 8 simulation codes for plastics

• 2002 - Matereality started – R&D to create multivariate material database for plastics

• 2014 - Today – Testing any materials any properties, supporting 34 CAE codes

– Super-database+software to analyze and transform material data

Page 4: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Trends

• CAE and the single physical prototype

• New, lighter materials replacing metals

– Non-linear, multivariate behavior

– Effect of processing and environment not

considered

• Test data are part of Enterprise PLM core

– Engineering knowledge is captured by the system

– Globally accessible

Page 5: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Single Physical Prototype Concept

• Adopt CAE

• Use accurate material representations

• Verify & Validate

– Baseline correlation

• Perform upfront iterative virtual design

– Simulate process

– Simulate use

• Build and test single prototype

Page 6: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Today’s Materials Landscape

• Metals

• Plastics

• Rubber

• Foam

• Composite

• Paper

–Aerospace

–Automotive

–Appliance

–Biomedical

–Consumer products

–Electronics

–Industrial Goods

–Materials

–Petroleum

–Packaging

Page 7: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Plastics FEA

• Plastics testing and CAE material parameter conversion

– Elastic, MISO, viscoelastic, creep, fatigue

– High strain rate data for crash

– Thermoforming/blowmolding properties

– Injection-molding CAE data

– DIGIMAT MX - directional properties for mold analysis to FEA

testing

Your CAE

CAE conversion

plastics

Page 8: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Metals FEA

• Metal testing and CAE material parameter conversion – Elastic, elasto-plasticity, Chaboche (cyclic)

– Lankford parameters

– High strain rate data for crash

testing

Your CAE

CAE conversion

metals

-600

-400

-200

0

200

400

600

800

-6 -5 -4 -3 -2 -1 0 1 2 3 4 5

Strain %

Str

ess M

Pa

Page 9: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Rubber FEA

• Rubber testing and CAE material parameter conversion – Hyperelastic, viscoelastic, Ogden foam

– High strain rate data for impact

– -40C to 150C

test

Your CAE

conversion

rubber

Page 10: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Composites FEA

• Composite testing and CAE material parameter conversion – Directional shear moduli and failure

– Directional elastic moduli

testing

Your CAE

DIC conversion

composite

Page 11: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Foams FEA

testing

Your CAE

conversion

foams

• Foam testing and CAE material parameter

conversion

– Ogden foam, anisotropic foam, viscoelasticity

– High strain rate compression for crash

Page 12: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

We Upload Your Data

Page 13: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Automated Analytics

Page 14: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Variability Analysis

• Error band statistics aid

decision making

Page 15: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

ISO 17025 Compliant Traceability

• Data Certificates

contain:

• Sample

• Test parameters

• Test method

• Specimen details

• Test machine

• Test lab

• Test date

• Technician

Page 16: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Using Compare Analytics

• Select materials to

compare

• Then click Compare

Page 17: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Rate Dependency of PC & HDPE

• All comparable data

is automatically

cross-plotted

• Turn curves on and

off to evaluate

thermal effects

• Error band statistics

aid decision making

Page 18: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Sending Data to Simulation • CAE Modeler slices multivariate data into CAE-consumable slices

– Rate dependency for LS-DYNA, PAMCRASH, ANSYS, ABAQUS…

– Temperature dependency for ABAQUS, ANSYS, NASTRAN…

– Flow/thermal/PVT/shrinkage data for Moldflow, Moldex3D, Simpoe…

• Converts material data to model parameters

• Writes files to Material Model Library

Page 19: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Convert Raw Data to Hyperelastic

• Discretize, trim,

extrapolate raw data

• Then write CAE-ready

material card

Page 20: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Verification & Validation

• Unit Element Test (easy)

– Can be performed by analyst

– Simple check on whether the model is sensible

• Closed Loop Validation (moderately difficult)

– Check if FEA returns the original material data

• Open Loop Validation (difficult)

– Comparison to alternate or multi-mode experiment

Page 21: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Closed Loop Validation

Page 22: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

High-speed Video

Page 23: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Simulation

Page 24: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Comparison to Experiment

0

10

20

30

40

50

60

0 0.05 0.1 0.15 0.2 0.25 0.3

Strain (mm/mm)

Str

ess (

MP

a)

LS-DYNA Simulation

Tensile Experiment

MAT 24 Model

limitation

Page 25: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

What is CAE TestBench™

• Open Loop Validation

– Carefully designed Benchmark models

– Not real-life component

– Simple multi-mode case

– Well defined boundary conditions

– Load cases reproducible in virtual and real life

Page 26: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Static FEA TestBench Model

• Cornell Bike Crank Study

– Static loading

– Complex geometry

– Analytical solution exists

– Well defined load case

Page 27: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Comparing Simulation and Test

• DIC Experiment

• Simulation

Page 28: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Confidence!

Page 29: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Dynamic FEA TestBench Model

• Falling Dart Impact

• Dynamic test

• Multi-axial loading

• Well defined boundary

conditions

Page 30: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Simulation of Falling Dart Test

Page 31: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

High-speed Composite 3 Point Bend

Page 32: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Software for TestBench

– Project PICSCI (a Matereality product)

• Create experiment

• Load test data

• Load simulation data

• Compare

– apples to apples

Create Experiment Load Data My Data

*NAFEMS World Conference, Salzburg, Austria (2013)

Page 33: Material Testing ¤ Data Management ¤ Software · Composites FEA •Composite testing and CAE material parameter conversion ... • CAE Modeler slices multivariate data into CAE-consumable

strengthening the materials core of manufacturing enterprises

Goal of CAE TestBench

• Create a library of benchmark models

• Validate for different aspects of CAE

– Non-linear

– Dynamic

– Creep

– Viscoelastic

– Hyperelastic

– Hyperelastic rate dependent

• Validate for different CAE codes