mid-stage validation as a process step in simulation v&v · mid-stage validation as a process...
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![Page 1: Mid-Stage Validation as a Process Step in Simulation V&V · Mid-Stage Validation as a Process Step in Simulation V&V M. Lobdell, B. Croop and H. Lobo* DatapointLabs Technical Center](https://reader034.vdocuments.us/reader034/viewer/2022042215/5ebcb109d3b877702f39e29f/html5/thumbnails/1.jpg)
NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
Mid-Stage Validation as a Process Step in Simulation V&V
M. Lobdell, B. Croop and H. Lobo* DatapointLabs Technical Center
for Materials, USA
![Page 2: Mid-Stage Validation as a Process Step in Simulation V&V · Mid-Stage Validation as a Process Step in Simulation V&V M. Lobdell, B. Croop and H. Lobo* DatapointLabs Technical Center](https://reader034.vdocuments.us/reader034/viewer/2022042215/5ebcb109d3b877702f39e29f/html5/thumbnails/2.jpg)
NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
technical center for materials
materials in simulation
testing for simulation
software for materials
electronic lab notebooks
![Page 3: Mid-Stage Validation as a Process Step in Simulation V&V · Mid-Stage Validation as a Process Step in Simulation V&V M. Lobdell, B. Croop and H. Lobo* DatapointLabs Technical Center](https://reader034.vdocuments.us/reader034/viewer/2022042215/5ebcb109d3b877702f39e29f/html5/thumbnails/3.jpg)
NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
Material testing for new product development
Material parameters for CAE, material model validation
Store, analyze, compare any material data, create CAE material cards, master material files
Record & analyze any experimental and simulation data Knowledge resource for CAE users related to materials in simulation
technical center for materials
materials in simulation
testing for simulation
electronic lab notebooks
software for materials
Our Brands
![Page 4: Mid-Stage Validation as a Process Step in Simulation V&V · Mid-Stage Validation as a Process Step in Simulation V&V M. Lobdell, B. Croop and H. Lobo* DatapointLabs Technical Center](https://reader034.vdocuments.us/reader034/viewer/2022042215/5ebcb109d3b877702f39e29f/html5/thumbnails/4.jpg)
NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
Mid-stage Validation
• Introduction to the concept • Equipment and methods • Case studies
– 3D printed bike crank & extension to real life component – Ductile plastic – Rubber hyperelasticity
• Conclusions
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NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
Validation with actual prototype
CAD CAE Build prototype
Test prototype Validate Production
Get the physics and product right
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NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
Using mid-stage validation
Validation CAE Validate Product
CAD Product
CAE Build
prototype Test
prototype Production
Get the physics right Get the product right
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NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
Mid-stage validation features
• Standardized geometry – Geometry is complex, easily made, not like real-life part
• Complex load case – Mixed mode, accurately reproduced in simulation
• Material model – Correct model, actual material, environment, exposure
• Accuracy measures – Force-displacement &/or DIC
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NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
DIC Principle
• Speckle pattern is broken into facets (elements)
• Speckle pattern is tracked frame to frame • Calibration of a volume is performed through
measuring calibration panel in various orientations in the test space.
• Strains can be captured on the micro-strain level
• Strain field can be mapped over the actual part image
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NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
Case Study-1 3D printed bike crank
• Direct metal laser sintering • Part features
– No slip at fixed end – Rotation at load end – DIC for surface strain
measurement – Tapered geometry to force
failure in camera-viewable region
fixed
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NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
Material model
• EOS Aluminum AlSi10Mg • Properties measured on 3D
printed tensile bars • Elastic-plastic material model • Model fitted using Matereality • Target solver = ANSYS
Fail at 400MPa
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NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
Linear analysis validation
• Quantitative and spatial match – Strain locations are correct – Strain levels are correct
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NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
Failure validation
• Crank failed at 1800N • Force of 1800N applied using
ANSYS • ANSYS predicted force at
– A = 446 MPa – B = 399 Mpa
• Fail strain of material = 400MPa
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NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
Real-life application
• Cessna bell crank • Altair shape optimization • DMLS laser printing • EOS Aluminum AlSi10Mg
Original part
Shape optimized part
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NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
Prototype test
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NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
Comparing product test to simulation
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NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
Case Study-2 ductile plastic • Part features
• Injection molded plastic • Complex flow pattern • Plate with 2 large fins
• 3 point bend test with UTM • 1 mm/min nose displacement
• Stereo-camera DIC to capture 3D strain
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NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
Validation Abaqus v. DIC surface strain
• Same contour scales used for test and simulation plots – Apples to apples comparison – Remarkable correlation except
at high strain
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NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
Validation
Force v. displacement comparison Localized DIC strain comparison
Deviation post-yield
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NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
Case Study-3 rubber hyperelasticity
• Part features – “standardized” compression test – Both faces slipping (closed loop case) – Top face fixed (open loop) – Top and bottom faces fixed (open loop)
• Simulate and compare to experiment • Quantify simulation accuracy
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NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
Simulation complexities
• Choice of material model – Mooney-Rivlin – Ogden
• Contact – Fixed boundary has roll over
which is addressed with the rough contact
– The corner element and nearby mesh are distorted
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NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
Validation: simulation v. ANSYS
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NAFEMS World Congress 2017 | 11-14 June | Stockholm | Sweden
Conclusion
• Mid-stage validation is useful for confirming simulation accuracy prior to start of real-life applications
• Determine simulation accuracy • Identify simulation limits • Essential pre-step for design optimization and additive
manufacturing • Can be useful for all materials and processes