SlideShare une entreprise Scribd logo
1  sur  19
/ Department of Biomedical Engineering
Implementing a microstructure-enhanced 
material model using ANSYS USERMAT 
for the prediction of bone failure 
Javad Hazrati, Bert van Rietbergen, Keita Ito 
Materials Technology 
Eindhoven University of Technology
Osteoporosis 
• Osteoporosis is the most epidemic bone disease in elderly 
populations. 
• It is characterized by: 
• low bone mass 
• deterioration of bone micro-architecture 
• compromised bone strength 
• It leads to bone fragility and increased risk of fracture under 
low loads. 
Healthy Osteoporotic 
PAGE 4
Motivation 
Current diagnostic approach (DXA) is not 
an accurate predictor of osteoporosis or 
PAGE 5 
bone strength 
There is a need to have a better predictor 
of bone strength 
Image based patient specific mechanical 
approaches using continuum finite 
elements (FE) method are better predictor 
of bone strength 
The goal is to build micro-structure 
enhanced continuum FE models 
Dual Energy X-ray Absorptiometry (DXA) 
Neck BMD 
Age 
g/cm2 
1.22 
0.98 
0.74 
0.50 
* 
20 40 60 80 100 
Density 
Image based patient specific FE modeling
Bone 
• From a material point of view, bone tissue can be considered a 
porous material with a varying degree of porosity: 
1. Cortical bone: tube-like structure of high-density bone 
2. Trabecular bone: porous type of bone 
PAGE 6 
• Trabecular bone can be 
highly anisotropic:
Continuum FE models 
• Building continuum FE models of bone relies on two essential 
tools: 
• ANSYS Mesh morphing tool 
• Morphology analysis tool to measure local micro-structural 
parameters. 
PAGE 7
Mesh morphing 
ANSYS Mesh morphing tool: 
• Automation of subject-specific 
FE model generation while 
keeping surface regularity. 
• Comparison of results sets from 
two or more meshes (subjects) 
since morphing generates 
isotopological meshes. 
PAGE 8 
Lorenzo Grassi et al., Medical Engineering & Physics, 2011
Morphology analysis 
Morphology analysis tool: 
• Bone density distribution (ρ) and 
Fabric tensor (M) are used to 
calculate compliance tensor. 
  
3 3 
 M M  
M M 
E E 
 1 ,  1; 
 
3 
, 1; 
1 
,M 
( ) ( ) 
1 
( ) 
ij 
i j i j 
i i s i j i j i s 
i j 
i j i j ij s 
M M 
G 
 
 
  
 
  
  
 
 
 
 
C 
PAGE 9 
(a) 
(b) 
a) Bone density distribution 
b) Major fabric direction (major eigenvector)
Material behavior 
• A validated anisotropic elastic-plastic damage model is used to 
define bone mechanical behavior. 
• The material model requires specific constitutive equations 
which do not exist in ANSYS standard material library. 
• Therefore, we need to use ANSYS user’s programmable 
features to implement the material model in ANSYS (UserMat). 
PAGE 10 
Rheological model 
Algorithmic stiffness
UserMat 
• The UserMat subroutine is a tool for advanced users and allows 
us to write our own material constitutive equations within a 
general material framework. 
• We use Fortran programming language to implement our 
material model in ANSYS. 
PAGE 11 
Elastic-plastic damage model
A case study using ANSYS UserMat 
A novel approach to estimate trabecular bone anisotropy using a 
database approach. 
FEM Database website: www.bmt.tue.nl/nl/fe_database/ 
doi:10.4121/uuid:4ae59365-92f0-480b-a899-ade34bc84a00 
PAGE 12
A case study using ANSYS UserMat 
• Problem: we can’t measure bone fabric information from 
clinical CT scans because of the lack of resolution, which is 
needed for such anisotropic fabric-elasticity relationships. 
Database 
Isotropic model Orthotropic model 
PAGE 13 
High resolution 
Femur 
low resolution 
Human can’t be exposed to high 
X-ray doses to obtain high 
resolution images. 
• Proposed solution: 
Anisotropy is derived 
from a database of 
high resolution 
images. 
Mapping 
anisotropy from 
best matched 
model in DB 
Mesh Template
Study design 
• To investigate if FE models with DB-derived anisotropy 
produce similar stress and stiffness results as models based 
on the actually measured bone fabric. 
• To investigate if DB-derived models can provide more accurate 
results than isotropic models. 
PAGE 14
Materials 
• 10 test femurs were used in this study. 
• Loading conditions applied to the models represented a fall 
PAGE 15 
to the side configuration.
Results 
Isotropic model DB-derived model 
Gold standard 
a) Von Mises stress distribution 
b) Damage parameter distribution (user defined parameter in UserMat) 
PAGE 16
Summary 
• DB-derived FE models well reproduce the mechanical behavior 
of models with anisotropy based on the actually measured 
bone fabric. 
• DB-derived FE models can provide more accurate results than 
isotropic models. 
• Database approach can be also used to obtain more 
parameters than fabric such as Tb.Th, Tb.N and etc. for the 
patient’s models. 
PAGE 17
Acknowledgement 
Funding from the European Union for 
the osteoporotic virtual physiological 
human project (VPHOP FP7-ICT2008- 
223865) is gratefully acknowledged. 
PAGE 18
Thanks for your attention! 
Comments, questions or more informations? 
PAGE 19 
j.marangalou@gmail.nl 
b.v.rietbergen@tue.nl

Contenu connexe

Tendances

AUTOMATED PRODUCTION OF MCB REPORT (Repaired) (1)
AUTOMATED PRODUCTION OF MCB REPORT (Repaired) (1)AUTOMATED PRODUCTION OF MCB REPORT (Repaired) (1)
AUTOMATED PRODUCTION OF MCB REPORT (Repaired) (1)
Ankit Kumar
 
SiTime Corporation SiT1552 MEMS Oscillator 2015 teardown reverse costing repo...
SiTime Corporation SiT1552 MEMS Oscillator 2015 teardown reverse costing repo...SiTime Corporation SiT1552 MEMS Oscillator 2015 teardown reverse costing repo...
SiTime Corporation SiT1552 MEMS Oscillator 2015 teardown reverse costing repo...
Yole Developpement
 

Tendances (9)

Get to know Siemens!
Get to know Siemens!Get to know Siemens!
Get to know Siemens!
 
Siemens sirius-3 rw30-3rw40-manual
Siemens sirius-3 rw30-3rw40-manualSiemens sirius-3 rw30-3rw40-manual
Siemens sirius-3 rw30-3rw40-manual
 
Tesla UBQ01B0 FSD Chip
Tesla UBQ01B0 FSD ChipTesla UBQ01B0 FSD Chip
Tesla UBQ01B0 FSD Chip
 
AUTOMATED PRODUCTION OF MCB REPORT (Repaired) (1)
AUTOMATED PRODUCTION OF MCB REPORT (Repaired) (1)AUTOMATED PRODUCTION OF MCB REPORT (Repaired) (1)
AUTOMATED PRODUCTION OF MCB REPORT (Repaired) (1)
 
An introduction to Vertiv
An introduction to VertivAn introduction to Vertiv
An introduction to Vertiv
 
SiTime Corporation SiT1552 MEMS Oscillator 2015 teardown reverse costing repo...
SiTime Corporation SiT1552 MEMS Oscillator 2015 teardown reverse costing repo...SiTime Corporation SiT1552 MEMS Oscillator 2015 teardown reverse costing repo...
SiTime Corporation SiT1552 MEMS Oscillator 2015 teardown reverse costing repo...
 
Lecture 01 introduction to mems
Lecture 01   introduction to memsLecture 01   introduction to mems
Lecture 01 introduction to mems
 
Broadcom AFEM8200 MBHB PAMiD
Broadcom AFEM8200 MBHB PAMiDBroadcom AFEM8200 MBHB PAMiD
Broadcom AFEM8200 MBHB PAMiD
 
Power SiC 2019: Materials, Devices, and Applications by Yole Développement
Power SiC 2019: Materials, Devices, and Applications by Yole DéveloppementPower SiC 2019: Materials, Devices, and Applications by Yole Développement
Power SiC 2019: Materials, Devices, and Applications by Yole Développement
 

En vedette

презентация лекции №1
презентация лекции №1презентация лекции №1
презентация лекции №1
student_kai
 

En vedette (20)

ANSYS SCADE Usage for Unmanned Aircraft Vehicles
ANSYS SCADE Usage for Unmanned Aircraft VehiclesANSYS SCADE Usage for Unmanned Aircraft Vehicles
ANSYS SCADE Usage for Unmanned Aircraft Vehicles
 
Modeling plastics in ANSYS
Modeling plastics in ANSYSModeling plastics in ANSYS
Modeling plastics in ANSYS
 
Automotive Sensor Simulation
Automotive Sensor SimulationAutomotive Sensor Simulation
Automotive Sensor Simulation
 
Ansys
AnsysAnsys
Ansys
 
Конечно элементное исследование пространственного напряженного состояния прош...
Конечно элементное исследование пространственного напряженного состояния прош...Конечно элементное исследование пространственного напряженного состояния прош...
Конечно элементное исследование пространственного напряженного состояния прош...
 
Advances in Accelerator-based CFD Simulation
Advances in Accelerator-based CFD SimulationAdvances in Accelerator-based CFD Simulation
Advances in Accelerator-based CFD Simulation
 
ANSYS EKM – эффективное управление данными инженерных расчетов в процессе раз...
ANSYS EKM – эффективное управление данными инженерных расчетов в процессе раз...ANSYS EKM – эффективное управление данными инженерных расчетов в процессе раз...
ANSYS EKM – эффективное управление данными инженерных расчетов в процессе раз...
 
Welcome to International Journal of Engineering Research and Development (IJERD)
Welcome to International Journal of Engineering Research and Development (IJERD)Welcome to International Journal of Engineering Research and Development (IJERD)
Welcome to International Journal of Engineering Research and Development (IJERD)
 
Methods for Achieving RTL to Gate Power Consistency
Methods for Achieving RTL to Gate Power ConsistencyMethods for Achieving RTL to Gate Power Consistency
Methods for Achieving RTL to Gate Power Consistency
 
Benefits of Intel Technologies for Engineering Simulation
Benefits of Intel Technologies for Engineering SimulationBenefits of Intel Technologies for Engineering Simulation
Benefits of Intel Technologies for Engineering Simulation
 
Molex Automotive Connector Simulation Using Ansys
Molex Automotive Connector Simulation Using AnsysMolex Automotive Connector Simulation Using Ansys
Molex Automotive Connector Simulation Using Ansys
 
Achieving Power Noise Reliability Sign-off for FinFET based Designs
Achieving Power Noise Reliability Sign-off for FinFET based DesignsAchieving Power Noise Reliability Sign-off for FinFET based Designs
Achieving Power Noise Reliability Sign-off for FinFET based Designs
 
FEM: Beams
FEM: BeamsFEM: Beams
FEM: Beams
 
Volvo Trucks GPS Antenna Placement
Volvo Trucks GPS Antenna PlacementVolvo Trucks GPS Antenna Placement
Volvo Trucks GPS Antenna Placement
 
CAE-Based Strategies to Improve Reliability of Variable Oil Pumps
CAE-Based Strategies to Improve Reliability of Variable Oil PumpsCAE-Based Strategies to Improve Reliability of Variable Oil Pumps
CAE-Based Strategies to Improve Reliability of Variable Oil Pumps
 
ANSYS Corporate Overview
ANSYS Corporate OverviewANSYS Corporate Overview
ANSYS Corporate Overview
 
презентация лекции №1
презентация лекции №1презентация лекции №1
презентация лекции №1
 
Act windload documentation R15
Act windload documentation R15Act windload documentation R15
Act windload documentation R15
 
2D CFD Code Based on MATLAB- As Good As FLUENT!
2D CFD Code Based on MATLAB- As Good As FLUENT!2D CFD Code Based on MATLAB- As Good As FLUENT!
2D CFD Code Based on MATLAB- As Good As FLUENT!
 
CFD analysis of an Airfoil
CFD analysis of an AirfoilCFD analysis of an Airfoil
CFD analysis of an Airfoil
 

Similaire à ANSYS USERMAT for Prediction of Bone Failure

Literature Review " Design and FEA of Lattice Structure based Orthopedic Impl...
Literature Review " Design and FEA of Lattice Structure based Orthopedic Impl...Literature Review " Design and FEA of Lattice Structure based Orthopedic Impl...
Literature Review " Design and FEA of Lattice Structure based Orthopedic Impl...
Surya Pratap Singh
 
Modelling and static analysis of femur bone by using different implant materials
Modelling and static analysis of femur bone by using different implant materialsModelling and static analysis of femur bone by using different implant materials
Modelling and static analysis of femur bone by using different implant materials
IOSR Journals
 
WRASASgDGGS DDGBLFAfbJKCfaiGFBKsIgsdJBIGDSKJ
WRASASgDGGS DDGBLFAfbJKCfaiGFBKsIgsdJBIGDSKJWRASASgDGGS DDGBLFAfbJKCfaiGFBKsIgsdJBIGDSKJ
WRASASgDGGS DDGBLFAfbJKCfaiGFBKsIgsdJBIGDSKJ
John Ajish
 
Finite Element Analysis of Osteosynthesis Miniplate for the Reconstruction of...
Finite Element Analysis of Osteosynthesis Miniplate for the Reconstruction of...Finite Element Analysis of Osteosynthesis Miniplate for the Reconstruction of...
Finite Element Analysis of Osteosynthesis Miniplate for the Reconstruction of...
UniversitasGadjahMada
 
FINITE ELEMENT ANALYSIS AND STATIC LOADING IN DENTAL IMPLANT WITH INNOVATIVE ...
FINITE ELEMENT ANALYSIS AND STATIC LOADING IN DENTAL IMPLANT WITH INNOVATIVE ...FINITE ELEMENT ANALYSIS AND STATIC LOADING IN DENTAL IMPLANT WITH INNOVATIVE ...
FINITE ELEMENT ANALYSIS AND STATIC LOADING IN DENTAL IMPLANT WITH INNOVATIVE ...
indexPub
 
Design and Analysis of Prosthetic Foot using Additive Manufacturing Technique
Design and Analysis of Prosthetic Foot using Additive Manufacturing TechniqueDesign and Analysis of Prosthetic Foot using Additive Manufacturing Technique
Design and Analysis of Prosthetic Foot using Additive Manufacturing Technique
YogeshIJTSRD
 
Comparative Evaluation of the Stresses Applied to the Bone, fixtures, and Abu...
Comparative Evaluation of the Stresses Applied to the Bone, fixtures, and Abu...Comparative Evaluation of the Stresses Applied to the Bone, fixtures, and Abu...
Comparative Evaluation of the Stresses Applied to the Bone, fixtures, and Abu...
rahulmonikasharma
 

Similaire à ANSYS USERMAT for Prediction of Bone Failure (20)

Literature Review " Design and FEA of Lattice Structure based Orthopedic Impl...
Literature Review " Design and FEA of Lattice Structure based Orthopedic Impl...Literature Review " Design and FEA of Lattice Structure based Orthopedic Impl...
Literature Review " Design and FEA of Lattice Structure based Orthopedic Impl...
 
Modelling and static analysis of femur bone by using different implant materials
Modelling and static analysis of femur bone by using different implant materialsModelling and static analysis of femur bone by using different implant materials
Modelling and static analysis of femur bone by using different implant materials
 
Engineered to Cure – Patient Specific Tibial Implant Design using Micro-Macro...
Engineered to Cure – Patient Specific Tibial Implant Design using Micro-Macro...Engineered to Cure – Patient Specific Tibial Implant Design using Micro-Macro...
Engineered to Cure – Patient Specific Tibial Implant Design using Micro-Macro...
 
ORS 2022-Tibial implant analysis using patient specific data
ORS 2022-Tibial implant analysis using patient specific data ORS 2022-Tibial implant analysis using patient specific data
ORS 2022-Tibial implant analysis using patient specific data
 
Experimental stress analysis and fea of dental implants
Experimental stress analysis and fea of dental implantsExperimental stress analysis and fea of dental implants
Experimental stress analysis and fea of dental implants
 
WRASASgDGGS DDGBLFAfbJKCfaiGFBKsIgsdJBIGDSKJ
WRASASgDGGS DDGBLFAfbJKCfaiGFBKsIgsdJBIGDSKJWRASASgDGGS DDGBLFAfbJKCfaiGFBKsIgsdJBIGDSKJ
WRASASgDGGS DDGBLFAfbJKCfaiGFBKsIgsdJBIGDSKJ
 
Stiffness Characteristics of Joshi’s External Stabilization System under Axia...
Stiffness Characteristics of Joshi’s External Stabilization System under Axia...Stiffness Characteristics of Joshi’s External Stabilization System under Axia...
Stiffness Characteristics of Joshi’s External Stabilization System under Axia...
 
Enhancing dental implant model by evaluation of three dimensional finite elem...
Enhancing dental implant model by evaluation of three dimensional finite elem...Enhancing dental implant model by evaluation of three dimensional finite elem...
Enhancing dental implant model by evaluation of three dimensional finite elem...
 
Finite Element Analysis of Osteosynthesis Miniplate for the Reconstruction of...
Finite Element Analysis of Osteosynthesis Miniplate for the Reconstruction of...Finite Element Analysis of Osteosynthesis Miniplate for the Reconstruction of...
Finite Element Analysis of Osteosynthesis Miniplate for the Reconstruction of...
 
115 ieee surya pratap (1)
115 ieee surya pratap (1)115 ieee surya pratap (1)
115 ieee surya pratap (1)
 
Southern Biomedical Engineering Conference, 9/18/2002
Southern Biomedical Engineering Conference, 9/18/2002Southern Biomedical Engineering Conference, 9/18/2002
Southern Biomedical Engineering Conference, 9/18/2002
 
Total Hip Replacement Implant Designing and its Computational Analysis using ...
Total Hip Replacement Implant Designing and its Computational Analysis using ...Total Hip Replacement Implant Designing and its Computational Analysis using ...
Total Hip Replacement Implant Designing and its Computational Analysis using ...
 
ICIECA 2014 Paper 11
ICIECA 2014 Paper 11ICIECA 2014 Paper 11
ICIECA 2014 Paper 11
 
ME353_GROUP 7.pptx mechanical enginnerring
ME353_GROUP 7.pptx mechanical enginnerringME353_GROUP 7.pptx mechanical enginnerring
ME353_GROUP 7.pptx mechanical enginnerring
 
ME353_GROUP 7.pptx ppt
ME353_GROUP 7.pptx                        pptME353_GROUP 7.pptx                        ppt
ME353_GROUP 7.pptx ppt
 
PPT PAPER.pptx
PPT PAPER.pptxPPT PAPER.pptx
PPT PAPER.pptx
 
Finite element analysis in orthodontics
Finite element analysis in orthodonticsFinite element analysis in orthodontics
Finite element analysis in orthodontics
 
FINITE ELEMENT ANALYSIS AND STATIC LOADING IN DENTAL IMPLANT WITH INNOVATIVE ...
FINITE ELEMENT ANALYSIS AND STATIC LOADING IN DENTAL IMPLANT WITH INNOVATIVE ...FINITE ELEMENT ANALYSIS AND STATIC LOADING IN DENTAL IMPLANT WITH INNOVATIVE ...
FINITE ELEMENT ANALYSIS AND STATIC LOADING IN DENTAL IMPLANT WITH INNOVATIVE ...
 
Design and Analysis of Prosthetic Foot using Additive Manufacturing Technique
Design and Analysis of Prosthetic Foot using Additive Manufacturing TechniqueDesign and Analysis of Prosthetic Foot using Additive Manufacturing Technique
Design and Analysis of Prosthetic Foot using Additive Manufacturing Technique
 
Comparative Evaluation of the Stresses Applied to the Bone, fixtures, and Abu...
Comparative Evaluation of the Stresses Applied to the Bone, fixtures, and Abu...Comparative Evaluation of the Stresses Applied to the Bone, fixtures, and Abu...
Comparative Evaluation of the Stresses Applied to the Bone, fixtures, and Abu...
 

Plus de Ansys

Plus de Ansys (20)

Reliability Engineering Services Overview
Reliability Engineering Services OverviewReliability Engineering Services Overview
Reliability Engineering Services Overview
 
Accelerating Innovation Through HPC-Enabled Simulations
Accelerating Innovation Through HPC-Enabled SimulationsAccelerating Innovation Through HPC-Enabled Simulations
Accelerating Innovation Through HPC-Enabled Simulations
 
Mechanical Simulations for Electronic Products
Mechanical Simulations for Electronic ProductsMechanical Simulations for Electronic Products
Mechanical Simulations for Electronic Products
 
Accelerating Innovation Through HPC-Enabled Simulations
Accelerating Innovation Through HPC-Enabled SimulationsAccelerating Innovation Through HPC-Enabled Simulations
Accelerating Innovation Through HPC-Enabled Simulations
 
6 Myths of High-Performance Computing
6 Myths of High-Performance Computing6 Myths of High-Performance Computing
6 Myths of High-Performance Computing
 
Totem Technologies for Analog, Memory, Mixed-Signal Designs
Totem Technologies for Analog, Memory, Mixed-Signal DesignsTotem Technologies for Analog, Memory, Mixed-Signal Designs
Totem Technologies for Analog, Memory, Mixed-Signal Designs
 
Thermal Reliability for FinFET based Designs
Thermal Reliability for FinFET based DesignsThermal Reliability for FinFET based Designs
Thermal Reliability for FinFET based Designs
 
How to Identify and Prevent ESD Failures using PathFinder
How to Identify and Prevent ESD Failures using PathFinderHow to Identify and Prevent ESD Failures using PathFinder
How to Identify and Prevent ESD Failures using PathFinder
 
What's New in ANSYS RedHawk 2014
What's New in ANSYS RedHawk 2014What's New in ANSYS RedHawk 2014
What's New in ANSYS RedHawk 2014
 
Full DDR Bank Power and Signal Integrity Analysis with Chip-Package-System Co...
Full DDR Bank Power and Signal Integrity Analysis with Chip-Package-System Co...Full DDR Bank Power and Signal Integrity Analysis with Chip-Package-System Co...
Full DDR Bank Power and Signal Integrity Analysis with Chip-Package-System Co...
 
ANSYS RedHawk-CPA: New Paradigm for Faster Chip-Package Convergence
ANSYS RedHawk-CPA: New Paradigm for Faster Chip-Package ConvergenceANSYS RedHawk-CPA: New Paradigm for Faster Chip-Package Convergence
ANSYS RedHawk-CPA: New Paradigm for Faster Chip-Package Convergence
 
PowerArtist: RTL Design for Power Platform
PowerArtist: RTL Design for Power PlatformPowerArtist: RTL Design for Power Platform
PowerArtist: RTL Design for Power Platform
 
Modeling a Magnetic Stirrer Coupling for the Dispersion of Particulate Materials
Modeling a Magnetic Stirrer Coupling for the Dispersion of Particulate MaterialsModeling a Magnetic Stirrer Coupling for the Dispersion of Particulate Materials
Modeling a Magnetic Stirrer Coupling for the Dispersion of Particulate Materials
 
Solving 3-D Printing Design Problems with ANSYS CFD for UAV Project
Solving 3-D Printing Design Problems with ANSYS CFD for UAV ProjectSolving 3-D Printing Design Problems with ANSYS CFD for UAV Project
Solving 3-D Printing Design Problems with ANSYS CFD for UAV Project
 
ANSYS Performance on Xeon E5-2600 v3
ANSYS Performance on Xeon E5-2600 v3ANSYS Performance on Xeon E5-2600 v3
ANSYS Performance on Xeon E5-2600 v3
 
Use of FEA to Improve the Design of Suspension Springs for Reciprocating Comp...
Use of FEA to Improve the Design of Suspension Springs for Reciprocating Comp...Use of FEA to Improve the Design of Suspension Springs for Reciprocating Comp...
Use of FEA to Improve the Design of Suspension Springs for Reciprocating Comp...
 
Automotive Electrostatic Discharge Case Study
Automotive Electrostatic Discharge Case StudyAutomotive Electrostatic Discharge Case Study
Automotive Electrostatic Discharge Case Study
 
How to Boost ANSYS Fluent Adjoint Using RBF Morph Software
How to Boost ANSYS Fluent Adjoint Using RBF Morph SoftwareHow to Boost ANSYS Fluent Adjoint Using RBF Morph Software
How to Boost ANSYS Fluent Adjoint Using RBF Morph Software
 
Buckling Restrained Steel Shear Walls for Seismic Protection
Buckling Restrained Steel Shear Walls for Seismic ProtectionBuckling Restrained Steel Shear Walls for Seismic Protection
Buckling Restrained Steel Shear Walls for Seismic Protection
 
Erosion Analysis of Subsea Equipment: A Case Study with High Solid Loading
Erosion Analysis of Subsea Equipment: A Case Study with High Solid LoadingErosion Analysis of Subsea Equipment: A Case Study with High Solid Loading
Erosion Analysis of Subsea Equipment: A Case Study with High Solid Loading
 

Dernier

FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
dollysharma2066
 
Call Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
Call Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort ServiceCall Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
Call Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
9953056974 Low Rate Call Girls In Saket, Delhi NCR
 
Call Girls in Ramesh Nagar Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
Call Girls in Ramesh Nagar Delhi 💯 Call Us 🔝9953056974 🔝 Escort ServiceCall Girls in Ramesh Nagar Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
Call Girls in Ramesh Nagar Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
9953056974 Low Rate Call Girls In Saket, Delhi NCR
 
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
dharasingh5698
 
AKTU Computer Networks notes --- Unit 3.pdf
AKTU Computer Networks notes ---  Unit 3.pdfAKTU Computer Networks notes ---  Unit 3.pdf
AKTU Computer Networks notes --- Unit 3.pdf
ankushspencer015
 

Dernier (20)

Design For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the startDesign For Accessibility: Getting it right from the start
Design For Accessibility: Getting it right from the start
 
Double rodded leveling 1 pdf activity 01
Double rodded leveling 1 pdf activity 01Double rodded leveling 1 pdf activity 01
Double rodded leveling 1 pdf activity 01
 
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
(INDIRA) Call Girl Aurangabad Call Now 8617697112 Aurangabad Escorts 24x7
 
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdfONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
ONLINE FOOD ORDER SYSTEM PROJECT REPORT.pdf
 
Call Girls Wakad Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Wakad Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Wakad Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Wakad Call Me 7737669865 Budget Friendly No Advance Booking
 
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete RecordCCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
CCS335 _ Neural Networks and Deep Learning Laboratory_Lab Complete Record
 
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
FULL ENJOY Call Girls In Mahipalpur Delhi Contact Us 8377877756
 
Thermal Engineering Unit - I & II . ppt
Thermal Engineering  Unit - I & II . pptThermal Engineering  Unit - I & II . ppt
Thermal Engineering Unit - I & II . ppt
 
Call Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
Call Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort ServiceCall Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
Call Girls in Netaji Nagar, Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
 
NFPA 5000 2024 standard .
NFPA 5000 2024 standard                                  .NFPA 5000 2024 standard                                  .
NFPA 5000 2024 standard .
 
Call Girls in Ramesh Nagar Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
Call Girls in Ramesh Nagar Delhi 💯 Call Us 🔝9953056974 🔝 Escort ServiceCall Girls in Ramesh Nagar Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
Call Girls in Ramesh Nagar Delhi 💯 Call Us 🔝9953056974 🔝 Escort Service
 
University management System project report..pdf
University management System project report..pdfUniversity management System project report..pdf
University management System project report..pdf
 
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 BookingVIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
VIP Call Girls Palanpur 7001035870 Whatsapp Number, 24/07 Booking
 
Water Industry Process Automation & Control Monthly - April 2024
Water Industry Process Automation & Control Monthly - April 2024Water Industry Process Automation & Control Monthly - April 2024
Water Industry Process Automation & Control Monthly - April 2024
 
AKTU Computer Networks notes --- Unit 3.pdf
AKTU Computer Networks notes ---  Unit 3.pdfAKTU Computer Networks notes ---  Unit 3.pdf
AKTU Computer Networks notes --- Unit 3.pdf
 
Thermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - VThermal Engineering-R & A / C - unit - V
Thermal Engineering-R & A / C - unit - V
 
Unit 2- Effective stress & Permeability.pdf
Unit 2- Effective stress & Permeability.pdfUnit 2- Effective stress & Permeability.pdf
Unit 2- Effective stress & Permeability.pdf
 
UNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its PerformanceUNIT - IV - Air Compressors and its Performance
UNIT - IV - Air Compressors and its Performance
 
Unleashing the Power of the SORA AI lastest leap
Unleashing the Power of the SORA AI lastest leapUnleashing the Power of the SORA AI lastest leap
Unleashing the Power of the SORA AI lastest leap
 
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance BookingCall Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
Call Girls Walvekar Nagar Call Me 7737669865 Budget Friendly No Advance Booking
 

ANSYS USERMAT for Prediction of Bone Failure

  • 1. / Department of Biomedical Engineering
  • 2. Implementing a microstructure-enhanced material model using ANSYS USERMAT for the prediction of bone failure Javad Hazrati, Bert van Rietbergen, Keita Ito Materials Technology Eindhoven University of Technology
  • 3.
  • 4. Osteoporosis • Osteoporosis is the most epidemic bone disease in elderly populations. • It is characterized by: • low bone mass • deterioration of bone micro-architecture • compromised bone strength • It leads to bone fragility and increased risk of fracture under low loads. Healthy Osteoporotic PAGE 4
  • 5. Motivation Current diagnostic approach (DXA) is not an accurate predictor of osteoporosis or PAGE 5 bone strength There is a need to have a better predictor of bone strength Image based patient specific mechanical approaches using continuum finite elements (FE) method are better predictor of bone strength The goal is to build micro-structure enhanced continuum FE models Dual Energy X-ray Absorptiometry (DXA) Neck BMD Age g/cm2 1.22 0.98 0.74 0.50 * 20 40 60 80 100 Density Image based patient specific FE modeling
  • 6. Bone • From a material point of view, bone tissue can be considered a porous material with a varying degree of porosity: 1. Cortical bone: tube-like structure of high-density bone 2. Trabecular bone: porous type of bone PAGE 6 • Trabecular bone can be highly anisotropic:
  • 7. Continuum FE models • Building continuum FE models of bone relies on two essential tools: • ANSYS Mesh morphing tool • Morphology analysis tool to measure local micro-structural parameters. PAGE 7
  • 8. Mesh morphing ANSYS Mesh morphing tool: • Automation of subject-specific FE model generation while keeping surface regularity. • Comparison of results sets from two or more meshes (subjects) since morphing generates isotopological meshes. PAGE 8 Lorenzo Grassi et al., Medical Engineering & Physics, 2011
  • 9. Morphology analysis Morphology analysis tool: • Bone density distribution (ρ) and Fabric tensor (M) are used to calculate compliance tensor.   3 3  M M  M M E E  1 ,  1;  3 , 1; 1 ,M ( ) ( ) 1 ( ) ij i j i j i i s i j i j i s i j i j i j ij s M M G              C PAGE 9 (a) (b) a) Bone density distribution b) Major fabric direction (major eigenvector)
  • 10. Material behavior • A validated anisotropic elastic-plastic damage model is used to define bone mechanical behavior. • The material model requires specific constitutive equations which do not exist in ANSYS standard material library. • Therefore, we need to use ANSYS user’s programmable features to implement the material model in ANSYS (UserMat). PAGE 10 Rheological model Algorithmic stiffness
  • 11. UserMat • The UserMat subroutine is a tool for advanced users and allows us to write our own material constitutive equations within a general material framework. • We use Fortran programming language to implement our material model in ANSYS. PAGE 11 Elastic-plastic damage model
  • 12. A case study using ANSYS UserMat A novel approach to estimate trabecular bone anisotropy using a database approach. FEM Database website: www.bmt.tue.nl/nl/fe_database/ doi:10.4121/uuid:4ae59365-92f0-480b-a899-ade34bc84a00 PAGE 12
  • 13. A case study using ANSYS UserMat • Problem: we can’t measure bone fabric information from clinical CT scans because of the lack of resolution, which is needed for such anisotropic fabric-elasticity relationships. Database Isotropic model Orthotropic model PAGE 13 High resolution Femur low resolution Human can’t be exposed to high X-ray doses to obtain high resolution images. • Proposed solution: Anisotropy is derived from a database of high resolution images. Mapping anisotropy from best matched model in DB Mesh Template
  • 14. Study design • To investigate if FE models with DB-derived anisotropy produce similar stress and stiffness results as models based on the actually measured bone fabric. • To investigate if DB-derived models can provide more accurate results than isotropic models. PAGE 14
  • 15. Materials • 10 test femurs were used in this study. • Loading conditions applied to the models represented a fall PAGE 15 to the side configuration.
  • 16. Results Isotropic model DB-derived model Gold standard a) Von Mises stress distribution b) Damage parameter distribution (user defined parameter in UserMat) PAGE 16
  • 17. Summary • DB-derived FE models well reproduce the mechanical behavior of models with anisotropy based on the actually measured bone fabric. • DB-derived FE models can provide more accurate results than isotropic models. • Database approach can be also used to obtain more parameters than fabric such as Tb.Th, Tb.N and etc. for the patient’s models. PAGE 17
  • 18. Acknowledgement Funding from the European Union for the osteoporotic virtual physiological human project (VPHOP FP7-ICT2008- 223865) is gratefully acknowledged. PAGE 18
  • 19. Thanks for your attention! Comments, questions or more informations? PAGE 19 j.marangalou@gmail.nl b.v.rietbergen@tue.nl