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University College Dublin School of Electrical, Electronics and Mechanical Engineering Belfield, Dublin 4 Ireland Email: [email protected]. Fluid-Structure Interaction (FSI) in Bioengineering V. Kanyanta , N. Quinn, S. Kelly, A. Ivankovic, A. Karac 2 nd OpenFOAM Workshop
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Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

Apr 27, 2020

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Page 1: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Fluid-Structure Interaction (FSI) in Bioengineering

V. Kanyanta, N. Quinn, S. Kelly, A. Ivankovic, A. Karac

2nd OpenFOAM Workshop

Page 2: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Introduction

• Bioengineering mostly involves the study of the response of biological systems to mechanical loading or stimulus

• E.g Cardiovascular diseases where hemodynamic forces i.e. wall shear stress are known to play a key role in Atherosclerosis

• Numerical studies have become key to understanding the role of hemodynamic forces in cardiovascular diseases

• Most importantly – interaction between flowing blood and deforming vascular wall – FSI (critical)

Page 3: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

• This presentation looks at 3 applications of FSI in Bioengineering – highlights the importance of FSI

2. Towards early diagnosis of Atherosclerosis - Role of WSS

3. Towards early diagnosis of Atherosclerosis - exploring a novel approach to detecting the development of Atherosclerosis plagues by focusing on the artery wall rather than the flow through it

4. Numerical study of an Abdominal Aortic Aneurysm (AAA)

Page 4: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Towards Early Diagnosis of Atherosclerosis: Role of Wall Shear Stress

A combined Experimental and Numerical Analysis

V. Kanyanta, A. Ivankovic, A. karac

Page 5: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

V. Kanyanta, N. Quinn, S. Kelly, A. Ivankovic, A. Karac

• Atherosclerosis is the leading cause of death in the developed world

• It involves local accumulation of lipids, calcium and proliferating cells within arterial walls

• Its development has been linked to the dysfunction of the endothelium - known to be caused by low & highly oscillatory WSS

Page 6: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Objective:Investigate the role of Wall Shear Stress (WSS) in Atherosclerosis while taking into account the flexibility/deformation of arteries.

FSI• OpenFoam 1.2 - two-system FSI coupling scheme

Numerical Model:

10mm

0.5mm

5kPa

Symmetry plane

900mm

Wave propagation at speed cf

GPaK

mkg

mNs

mkg

MPaE

f

f

s

2.2

/998

/004.0

/1000

7.4

4995.0

3

2

3

=

=

=

===

ρηρ

ν

Wave propagation through a fluid-filled straight flexible pipe

Page 7: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

1. Pressure wave speed

3. Radial deformation of pipe

5. Fluid particle velocity

7. Axial stress wave speed

9. Poisson Coupling

13. Natural pipe oscillations (frequencies)

Numerical model validation - numerical predictions compared to analytical solutions

EepDd y 42=

ffaxial CpU ρ∆=

( )( )[ ] 121−−= νρ ss EC

fs eR

ER

f ραρπ

+= 42

1

( ) ( )massfluidtotalMforormassfluidtotalMfor eqeq <== 41

31,2

axialfsaxial GpandpG σσ ∆−=∆∆−=∆

Gs=ν R /e {C s /C f 2−1}

−1, G f =−2ν ρ f / ρ s {C s /C f

2−1}

−1

C f= Kρ f [1 D2

e D−e −2 1−ν K

E ]−1

Page 8: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Page 9: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

1167Hz

1049Hz

- 1400 Pa- 1585 Pa

Formula

892Hz

1084Hz

Natural Frequency

79.14m/s81.25m/sAxial Stress

706 Pa710 PaPoisson Coupling

0.327m/s0.325m/sFluid particle velocity

0.053mm0.051mmRadial displacement

13.16m/s13.125m/sPressure Wave Speed

AnalyticalNumerical

fC

EepD 42

ffaxial cpU ρ∆=

axialfGp σ∆−=∆

pGsaxial ∆−=∆σ

( )( )[ ] 121−−= νρ ss EC

fs eR

E

Rf

ραρπ += 4

2

1

41

31,2

1 or=α

• Very good agreement between analytical and numerical predictions

Page 10: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Investigated the effect of pipe flexibility on WSS transients by keeping the fluid particle velocity constant ff cpV ρ∆=

Effect of Geometry Flexibility on WSS Analysis

tC f ×

WSS at 60mm from inlet (Pressure BCs)

0

1

2

3

4

5

6

7

0 30 60 90 120 150 180

Position of the wavefront (mm)

Wal

l She

ar S

tress

(Pa)

.

U = 0.26m/s, Hoop strain = 0.8%

U = 0.26m/s, Hoop strain = 0.0064%

Page 11: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

• To obtain a wider range of strains, used an axial flow velocity of 0.76m/s

WSS at 60mm from inlet (Pressure BCs)

0

3

6

9

12

15

18

21

24

0 30 60 90 120 150 180Position of the wavefront (mm)

WS

S (

Pa)

U = 0.76m/s, Hoop Strain = 2.2% U = 0.76m/s, Hoop Strain = 1.2%U = 0.76m/s, Hoop Strain = 0.72%U = 0.76m/s, Hoop Strain = 0.46%

U = 0.76m/s, Hoop Strain = 0.15%U = 0.76m/s, Hoop Strain = 0.036% U = 0.76m/s, Hoop Strain = 0.0066%

tC f ×

Page 12: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

• Very significant differences between WSS transients in rigid and flexible geometries

• This is independent of WSS magnitude

• Meaningful WSS predictions only achieved in flexible geometries (p & V physiologically correct)

WSS at 60mm from inlet (Pressure BCs)

0

3

6

9

12

15

18

21

24

0 30 60 90 120 150 180

Position of the wavefront (mm)

WS

S (P

a)

U = 0.76m/s, Hoop Strain =2.2%

U = 0.76m/s, Hoop Strain =0.0066%

WSS at 60mm from inlet (Velocity BCs)

0

3

6

9

12

15

18

21

24

27

0 30 60 90 120 150 180

Position of the wavefront (mm)

WS

S (P

a)

U = 0.76m/s, E = 4.7MPa, Hoop Strain = 2.4%

U = 0.76m/s, E = 120GPa, Hoop Strain = 0.0075%

Page 13: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Rigid Geometry Wrong WSS analysis

• The interaction between flowing blood and deforming arterial wall critical to WSS analysis

• Hoop strain of as low as 0.2% result in significant changes in WSS transients

No FSI

Page 14: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Towards Early Diagnosis of Atherosclerosis: A Combined Experimental and Numerical

Approach

Niamh Quinn, Prof A. Ivankovic, A. Karac

Page 15: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

V. Kanyanta, N. Quinn, S. Kelly, A. Ivankovic, A. Karac

Motivation For Research

• Traditional diagnostic techniques focus on blood flow and can only detect a plaque in the latter stages of the disease

• This novel approach investigates the deformation of diseased arteries

• Mechanical principles are applied to a medical problem in order to develop a diagnostic technique capable of identifying the disease in its early stages

• Establish “Proof Of Principle”

Page 16: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Hypothesis

“ An emerging plaque, causing a localised increase in arterial wall thickness, has a

measurable effect on the deformation profile of the artery wall” 

Page 17: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

• Finite Volume Solver: OpenFoam-1.2

• Simulation of experiments

• Linear elastic material– E = 4.2MPa, ρ=1000kg/m3, ν=0.4995

• Dimensions of geometry:– 400mm length, 8.8mm internal diameter, 0.7mm wall

thickness

• Full convergence, tolerance 1x10-6

Static Testing: Numerical

Numerical predictions validated experimentally in polyurethane mock arteries

Page 18: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Experimental & Numerical Comparison:Deformation

0.0E+00

2.0E-05

4.0E-05

6.0E-05

8.0E-05

1.0E-04

1.2E-04

1.4E-04

0 0.1 0.2 0.3 0.4Axial Position (m)

Radia

l Disp

lace

men

t (m

)

.

p=9.87kPa, exp. p=9.87kPa, num. p=10.99kPa,exp

p=10.99kPa,num p=13.45kPa,exp p=13.45kPa,num

p=17.6kPa,exp p=17.6kPa,num

0

0.02

0.04

0.06

0.08

0.1

0 0.1 0.2 0.3 0.4Axial Position (m)

Radi

al D

ispla

cem

ent (

mm

)

.

p=9.87kPa, exp. p=9.87kPa, num. p=10.99kPa, exp.

p=10.99kPa, num. p=12.02kPa, exp. p=12.02kPa, num.

p=13.45kPa, exp. p=13.45kPa, num.

• The experimental and numerical results show the effect of the thickened patch on the radial displacement.

• The decrease in displacement in the thickened section is 39-40%

Page 19: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Dynamic Testing: Numerical• Fluid-Structure Interaction technique

• Models– Straight– Thickened patch– Thickened and stiffened patch

• Introduced a stiffened patch, Estiff = 12.2MPa

– Young’s modulus based on previous numerical study but agrees with values measured by Holzapfel et al.1

• Fluid modelled as a Newtonian fluid

1. Holzapfel et al., Journal of Biomechanical Engineering, 2004, Vol.126, pp. 657-665

Page 20: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Pressure Waveforms

Page 21: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Deformation Profiles: Straight & Thickened Models

Page 22: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Straight, Thickened and Stiffened Model

Straight Thickened Thickened & Stiffened

Page 23: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Velocity Profiles under Carotid Waveform

T1 = 0 T2 = 0.192s

T3 = 0.504s T4 = 0.624s T5 = 1.2s

Straight Thickened Thickened & Stiffened

Page 24: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Fluid-Structure Interaction Simulations on an Idealised Abdominal Aortic Aneurysm

Model

Sinéad Kelly, Dr. Malachy O’Rourke

School of Electrical, Electronic & Mechanical Engineering,University College Dublin

Supported by the Irish Research Council for Science, Engineering and Technology (IRCSET)

Page 25: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

V. Kanyanta, N. Quinn, S. Kelly, A. Ivankovic, A. Karac

Introduction

~90% mortality rate if rupture occurs

Page 26: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

• Fluid Diameter: 10mm Length: 300mm

• Solid Inner Diameter: 10mm Wall thickness: 0.5mm

Wall thickness in centre : 0.26mm

Geometry

Page 27: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Fluid and solid properties• Fluid properties – Water

– σ = 1000 kg/m3

– μ = 0.001 kg/ms

• Solid properties – Non-linear material, with the properties of polyurethane rubber

Stress-strain curve for Wet Polyurethane Rubber

0

10

20

30

40

50

0 50 100 150 200 250 300 350 400 450 500 550

Strain (%)

Str

ess

(MP

a)

.

Page 28: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Creation of aneurysm model

Page 29: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

• Physiologically realistic boundary conditions

• Fluid and solid meshes moving• Arterial wall with non-linear material properties

Inlet velocity profile

-0.05

0

0.05

0.1

0.15

0 0.5 1 1.5 2

Time (s)

Vel

ocity

(m/s

) .

Idealised outlet pressure

10000

12000

14000

16000

18000

0 0.5 1 1.5 2

Time (s)

Pre

ssur

e (P

a)

.

FSI in aneurysm model

Page 30: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Fluid Flow

Page 31: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Stress – Model 1

Page 32: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Stress – Model 2

Page 33: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Patient based geometry

• Female patient

• 68 years old

Page 34: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Fluid flow

Flow visualisation results from “Haemodynamics of Abdominal Aortic Aneurysms: A Comparison between Idealised and Patient-Based Models”, James McCullough, PhD thesis, UCD, 2006

Page 35: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Fluid flow

Page 36: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Fluid flow

Page 37: Fluid-Structure Interaction (FSI) in Bioengineeringpowerlab.fsb.hr/ped/kturbo/openfoam/workshopzagreb... · • Fluid-Structure Interaction technique • Models – Straight – Thickened

University College DublinSchool of Electrical, Electronics and Mechanical EngineeringBelfield, Dublin 4Ireland Email: [email protected].

Prof. A. Ivankovic Dr. A. Karac

Dr. J. McCulloughDr. M. O’Rourke

J. Adams

Irish Research Council for Science, Engineering and Technology (IRCSET).

Science Foundation Ireland (SFI)

www.OpenFoam.co.uk

Acknowledgements