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1 | hexagonmi.com | e-xstream.com What’s new in Digimat Pierre Savoyat Digimat Product Manager 2020/05/14

What’s new in Digimat › sites › default › files › Day1... · Results AI model’s prediction successfully predicts stress history Scope Non-monotonic multi-axial loading

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Page 1: What’s new in Digimat › sites › default › files › Day1... · Results AI model’s prediction successfully predicts stress history Scope Non-monotonic multi-axial loading

1 | hexagonmi.com | e-xstream.com

What’s new in DigimatPierre SavoyatDigimat Product Manager

2020/05/14

Page 2: What’s new in Digimat › sites › default › files › Day1... · Results AI model’s prediction successfully predicts stress history Scope Non-monotonic multi-axial loading

2 | hexagonmi.com | e-xstream.com

Virtual Material Testing

Materials LifecycleManagement

Material eXchange

Effect of Processing

Accurate Material Modelling

(Additive) Manufacturing

Material Intelligence(AI)

PROCESS DATA

COMPLIANCESOLUTION

Material Suppliers

Material Users

Material Suppliers

Material Users

1

6

2

7

3

8

4

9

5

10

10x I.C.M.E. SOLUTION

Virtual Material Development

Material Continuity & Digital Twin

DIGITALWORLD

Machine ProgrammingSoftware

Material EngineeringSoftware

EngineeringSoftware

Data Management and Analytics

REAL WORLD

AFP-ATP DepositionManufacturing

ScanningHardware & Software

Page 3: What’s new in Digimat › sites › default › files › Day1... · Results AI model’s prediction successfully predicts stress history Scope Non-monotonic multi-axial loading

3 | hexagonmi.com | e-xstream.com

Virtual material screening and compounding Early design value generation

Prediction of virtual test data in other configurations

Calibration based on reduced set of real test data Predict composite response from phase inputs

10x ICME SOLUTION with DigimatVirtual Material Development

FFT solver(faster sim.) STL importHigh fiber

content RVETemp. dep. FI for

process sim.Damage and

element deletionPressure dep.

matrix

Page 4: What’s new in Digimat › sites › default › files › Day1... · Results AI model’s prediction successfully predicts stress history Scope Non-monotonic multi-axial loading

4 | hexagonmi.com | e-xstream.com

10x ICME SOLUTION with DigimatVirtual Material Testing

Virtual allowable Effect of defects Virtual testing

Complement test matrixEvaluate trade off between property knock-down-factor and defect tolerancePorosity, delamination, UD waviness, AFP gaps

Proven to capture variability sources similarly to MIL-Handbook recommendations

From 2019.1Porosity, delamination,

waviness

Advanced UD modeling AFP gaps

Mat 1

Mat 2

Mat M

QS Stiffness

DAM

-40°C

23°C

Rep 1

Rep 2

Rep 3

Rep 4

Rep 5

45°

90°80°C

120*C

RH50Dynamic

Stress-Strain

Creep Deformation

Creep Failure

Fatigue

Page 5: What’s new in Digimat › sites › default › files › Day1... · Results AI model’s prediction successfully predicts stress history Scope Non-monotonic multi-axial loading

5 | hexagonmi.com | e-xstream.com

10x ICME SOLUTION with DigimatMaterial eXchange

Advanced material database

Numerous material cards provided by material suppliers

+6 new+7 SFRP gradesreplaces Solvay EP (MMI DB)+6 SFRP +4 LFRP grades

+2 LFRP grades+5 SFRP grades

+1 SFRP grade

+30 more gradesAM grade (Onyx)

E models

VE models

+8 SFRP grades

E models

More models

+6 Material suppliers

+30 Grades

New browsing experience

Performance card selection

Page 6: What’s new in Digimat › sites › default › files › Day1... · Results AI model’s prediction successfully predicts stress history Scope Non-monotonic multi-axial loading

6 | hexagonmi.com | e-xstream.com

Account for manufacturing induced microstructure Other processes

10x ICME SOLUTION with DigimatEffect of processing

SFRP OT estimator within Digimat-RP/Moldex3D Curing process simulation for UD

Valve gate control

Curing with Digimat-CAE

Digimat-RP batch mode

Page 7: What’s new in Digimat › sites › default › files › Day1... · Results AI model’s prediction successfully predicts stress history Scope Non-monotonic multi-axial loading

7 | hexagonmi.com | e-xstream.com

Plastic additive manufacturing process simulation Printing predictions

10x ICME SOLUTION with DigimatAdditive Manufacturing

SLS (Selective Laser Sintering)

Partial infillSLS full batch Scan comparisonShape tolerance post-processing

FFF and FDM (Fused Filament Fabrication and Fused Deposition Manufacturing)

Print-ability prediction Warpage prediction

Page 8: What’s new in Digimat › sites › default › files › Day1... · Results AI model’s prediction successfully predicts stress history Scope Non-monotonic multi-axial loading

9 | hexagonmi.com | e-xstream.com

10x ICME SOLUTION with DigimatAccurate Material Modelling

Advance performances

Composite advanced performance modeling

SFRP crash, creep, NVH and fatigue

Coupon level work only aims at being confident about structural level results

Test dataDigimat

SMC modelingFatigue post-processing

AM plastics failure SMC for crash UD failure

Advanced UD modeling with Digimat-CAE

Creep model AM partial infill CFF part performance

Page 9: What’s new in Digimat › sites › default › files › Day1... · Results AI model’s prediction successfully predicts stress history Scope Non-monotonic multi-axial loading

10 | hexagonmi.com | e-xstream.com

10x ICME SOLUTION with DigimatMaterial Intelligence

Applied to material engineering Applied to virtual testing

Ground Truth AI model’s PredictionTime (sec.)

Stress (MPa)

ResultsAI model’s prediction

successfully predicts stress history

ScopeNon-monotonic multi-axial loading

of UD unit cell with matrix plasticity effect

ScopeUD multi-layer coupon strength (UNT/C and OHT/C)

ResultsAI model’s prediction successfully captures

multi-layer stacking sequence dependencies

Page 10: What’s new in Digimat › sites › default › files › Day1... · Results AI model’s prediction successfully predicts stress history Scope Non-monotonic multi-axial loading

11 | hexagonmi.com | e-xstream.com

10x ICME SOLUTION with DigimatDigital Continuity

SMART FACTORY PLATFORM

Material Data, Process & Cost Management

MaterialDevelopment Hybrid Part Design

ManufacturingSimulation Part Performance

Total Cost Analysis

Mat. Caract.& Allowables

Visi Flow, Digimat AFP,…

Page 11: What’s new in Digimat › sites › default › files › Day1... · Results AI model’s prediction successfully predicts stress history Scope Non-monotonic multi-axial loading

12 | hexagonmi.com | e-xstream.com

What’s new in DigimatPierre SavoyatDigimat Product Manager

2020/05/14

Join our release webinar to know more!

What’s new in Digimat 2020Wednesday 20th of Mayhttps://mpages.mscsoftware.com/WBNDIGIMATWW2020-05-20_LP-Registration.html