MATHEMATICAL MODELING OF BLOOD FLOW THROUGH...
Transcript of MATHEMATICAL MODELING OF BLOOD FLOW THROUGH...
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MATHEMATICAL MODELING OF BLOOD FLOW THROUGH AN
ECCENTRIC CATHETERIZED ARTERY
SIMA SARV AHRABI
A dissertation submitted in partial fulfilment of the
requirements for the award of the degree of
Master of Science (Engineering Mathematics)
Faculty of Science
Universiti Teknologi Malaysia
DECEMBER 2013
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To my beloved Father and Mother
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ACKNOWLEDGMENT
Foremost, I would like to express my sincere gratitude to my supervisor
PROF. DR. NORSARAHAIDA BINTI SAIDINA AMIN for her patience,
motivation, enthusiasm, and immense knowledge in guiding me to complete this
dissertation.
Last but not least; I would like to thank my family: my parents DAVOOD
and HAMIDE, for giving birth to me and supporting me spiritually throughout my
life; As well as my lovely sisters Maryam and Mahshad for all their kindness towards
me. Furthermore, my aunts Saadaat, Minoo, Nikoo and Mahboobe who did not leave
me alone; in addition, all of my friends who really love and help me to finish this
dissertation.
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ABSTRACT
The mathematical model of blood flow through a catheterized stenosed artery
is considered. A catheter is a tube, which is used in medicine for patients who are
bedridden and whose blood pressure needs to be measured and monitored
continuously. An example is the use of catheter during X-ray angiography or
coronary balloon angioplasty in cardiac patients. Inserting a catheter in an artery will
alter some characteristics of blood flow. This project investigates the effect on blood
flow characteristics such as the velocity, the wall shear stress, the resistance
impedance and the streamlines when a catheter is inserted into a stenosed artery.
The catheter and the artery are assumed to be in a co-axial and eccentric position
while blood is assumed to be Newtonian. The governing Navier-Stokes equations are
solved analytically using perturbation method. The results show that a catheter
placed in an eccentric position does alter the blood flow characteristics such that the
axial velocity and the wall shear stress distribution are higher while the resistance
impedance values are lower compared to their values in an artery where the catheter
is concentrically placed. It is also found that under the same situation, the position of
trapping moves closer to the wall of the stenosis while the size of the trapped bolus
increases.
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ABSTRAK
Pemodelan matematik bagi aliran darah apabila kateter dimasukkan ke dalam
arteri berstenosis dipertimbangkan. Kateter adalah suatu tiub yang digunakan dalam
perubatan bagi pesakit yang memerlukan tekanan darah mereka diukur dan dipantau
secara berterusan. Contohnya, kateter digunakan semasa prosidur X-ray angiografi
atau belon angioplasti untuk pesakit jantung. Apabila kateter dimasukkan ke dalam
arteri, ciri-ciri aliran darah akan berubah. Projek ini mengkaji kesan kateter terhadap
ciri-ciri aliran darah seperti halaju, tekanan ricih diding, rintangan impedan dan garis
arus apabila kateter dimasukkan pada kedudukan sepaksi eksentrik , manakala darah
diandaikan sebagai bendalir Newtonan. Persamaan menakluk Navier-Stokes
diselesaikan seecara analisis menggunakan kaedah usikan. Hasil kajian menunjukkan
bahawa halaju sepaksi dan tekanan ricih dinidng adalah lebih tinggi sementara nilai
rintangan impedan adalah lebih rendah berbanding dengan ciri-ciri aliran pada arteri
di mana kateter diletakkan secara konsentrik. Kajian juga mendapati pada situasi
serupa, kedudukan trapping makin hampir dengan dinding stenosis sementara saiz
bolus trapping bertambah.
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TABLE OF CONTENTS
CHAPTER TITLES PAGE
DECLARATION ii
DEDICATION iii
ACKNOWLEDGEMENTS iv
ABSTRACT v
ABSTRAK vi
TABLE OF CONTENTS vii
LIST OF TABLES x
LIST OF FIGURES xi
LIST OF SYMBOLS xiv
1 INTRODUCTION 1
1.1 Research Background 1
1.2 Problem Statement 4
1.3 Objectives of the Study 5
1.4 Scope of the Study 5
1.5 Significance of the Study 5
1.6 Outline of Dissertation
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2 LITERATURE REVIEW 7
2.1 Introduction 7
2.2 Blood Flow through Catheterized Artery 7
3 PROBLEM FORMULATION 14
3.1 Introduction 14
3.2 Geometery of Arterial Wall 14
3.3 Governing Equations 16
3.4 Non-Dimensionalization of Equations 18
4 SOLUTION PROCEDURE 25
4.1 Introduction 25
4.2 Solution by Perturbation Method 25
4.3 Solution of the Axial Velocity 26
4.4 Solution of the Stream Function 32
4.5 Solution of the Wall Shear Stress 35
4.6 Solution of Resisance Impedance 35
5 RESULTS AND DISCUSSIONS 38
5.1 Introduction 38
5.2 Axial Velocity 38
5.3 Wall Shear Stress 42
5.4 Resistance Impedance 47
5.5 Streamlines 49
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6 CONCLUSION 56
6.1 Summary of Work 56
6.2 Conclusion 56
6.3 Recommendation 57
REFERENCES 59
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LIST OF TABLES
TABLE NO. TITLE
PAGE
2.1 Summary of Literature Review 11
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LIST OF FIGURES
FIGURE NO. TITLE PAGE
1.1 Arterial Catheter
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1.2a A Catheter through an artery
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1.2b Balloon Angioplasty
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1.3 X-ray Angiography
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1.4 Intravascular Ultrasound and Using Catheter
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2.1 Catheterized curved artery
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2.2 Catheterized artery with a clot
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2.3 Catheterized artery with a balloon
10
3.1 Schematic diagram of an overlapping stenosed artery
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3.2 Schematic diagram of a tapered overlapping stenosed
artery
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3.3 Schematic diagram of eccentric catheter through stenosed
artery
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5.1 Variation of axial velocity zv with radial distance r for
different values of catheter radius
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5.2 Variation of axial velocity zv with radial distance r for
catheter radius 0.1 and different values of eccentricity
parameter
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5.3 Variation of axial velocity zv with radial distance r for
different values of velocity of catheter
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5.4 Variation of axial velocity zv with radial distance r for
different values of angle of circumferential direction
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5.5 Variation of wall shear stress distributionw in the stenotic
region for difference values of maximum height of stenosis
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5.6 Variation of wall shear stress distributionw in the stenotic
region for difference values of taper angle
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5.7 Variation of wall shear stress distributionw in the stenotic
region for difference values of catheter radius
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5.8 Variation of wall shear stress distributionw in the stenotic
region for difference values of eccentricity parameter
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5.9 Variation of wall shear stress distributionw in the stenotic
region for difference values of velocity of catheter
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5.10 Variation of wall shear stress distributionw in the stenotic
region for difference values of angle of circumferential
direction
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5.11 Variation of the resistance impedance with the maximum
height of stenosis * for different values of catheter radius
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5.12 Variation of the resistance impedance with the maximum
height of stenosis * for different values of eccentricity
parameter
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5.13 Variation of the resistance impedance with the maximum
height of stenosis * for different values of velocity of
catheter
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5.14 Variation of the resistance impedance with the maximum
height of stenosis * for different values of taper angle
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5.15 Plot showing streamlines for different values of the radius
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5.16 Plot showing streamlines for different values of the
eccentricity parameters
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5.17 Plot showing streamlines for different values of the angle
of circumferential direction
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5.18 Plot showing streamlines for different values of the
velocity of catheter
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5.19 Plot showing streamlines for different values of maximum
height of stenosis
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5.20 Plot showing streamlines for different values of taper
angle.
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LIST OF SYMBOLS
d - Location of the stenosis
eR - Reynolds number
( , )R z t - Radius of the tapered arterial region
0R - Radius of the normal artery without stenosis
p - Fluid pressure
t - Time
- Density of fluid
- Angular frequency
- Dynamic viscosity
- Angle of tapering
- Shear stress
- Resistance impedance
- Radius of catheter
- Eccentricity parameter
- Stream function
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CHAPTER 1
INTRODUCTION
1.1 Research Background
A catheter is a thin, flexible, hollow and lengthy plastic tube that is generally
inserted into an artery (large blood vessel) placed in the wrist; but can also be
inserted into the elbow, groin, foot or the inside of the arm. However, in theory,
every artery could be used for injection of catheter but in practical situation, arteries
of the mentioned organs are commonly placed for the injection. (Figure 1.1)
Figure 1.1 Arterial Catheter, [wikipedia.org/wiki/File:Arterial_kateter,(n.d.)]
http://en.wikipedia.org/wiki/File:Arterial_kateter_(Seldinger).jpg
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Catheters have an important role in medicine for heart problems. For
instance, they are usually used to diagnose and treat heart conditions. During
catheterization, small tubes (catheters) are inserted into the circulatory system under
x-ray guidance in order to obtain information about blood flow and pressures within
the heart and to determine if there are obstructions within the blood vessels feeding
the heart muscle (coronary arteries). Usage of the catheter is well known in medicine
of various arterial diseases as ―coronary balloon angioplasty‖ (Figure 1.2a,b), ―X-ray
angiography‖(Figure 1.3),―and ―intravascular ultrasound‖ (Figure 1.4).
Figure 1.2a A Catheter through an artery, [ arterydisease.org/(n.d.)]
Figure 1.2b Balloon Angioplasty, [ arterydisease.org/(n.d.)]
http://virchicago.com/peripheral-artery-disease/http://virchicago.com/peripheral-artery-disease/
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Figure 1.3 X-ray Angiography, [ arterydisease.org/(n.d.)]
Figure 1.4 Intravascular Ultrasound and Using Catheter, [Tekes et al.,(2009)]
http://virchicago.com/peripheral-artery-disease/
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In addition, a catheter is used for the measurement of various physiological
flow characteristics such as arterial blood pressure or pressure gradient and flow
velocity or flow rate. Examples include patients in the intensive care unit (ICU)
requiring isotropic support or patients with severe cardiovascular disease undergoing
surgery.
Furthermore, catheter can be used for periodic arterial blood gas analysis in
patients with respiratory failure, or severe acid/base disturbance. When a patient has
a lung problem that is so severe it requires checking the levels of oxygen or carbon
dioxide of the blood more than 3 to 4 times a day regularly, the arterial catheter is
used to draw blood without having to repeatedly stick a needle into the patient body.
1.2 Problem Statement
When a catheter is inserted into a blood vessel, blood clots can be formed on
the tips of arterial catheters, the clots can block blood flow. Furthermore,
bleeding can occur at the time of inserting the catheter. Patient becomes
uncomfortable resulting from the injection. However, more important, the injection
of a catheter alters the flow field and disturbs the hemodynamic conditions in the
artery. In practical situation, the injection of a catheter cannot be exactly concentric
with the artery. It is in fact placed in an eccentric position. Hence, this study
investigates what happen to the blood flow characteristics when catheter is inserted
eccentrically through an artery.
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1.3 Objectives of the Study
The main objective of this research is to determine the effects of eccentric
catheterization on blood flow characteristics in a tapered and stenosed artery.
Specific objectives are to calculate the axial velocity, stream function and trapping,
resistance impedance and wall shear stress.
1.4 Scope of the Study
This study is based on the work of Mekheimer and Kot (2012). The blood is
considered Newtonian fluid, incompressible, steady and laminar; In addition,
catheter and artery supposed to be two tubes, which are co-axial together, and inner
tube is catheter that assumed to be in eccentric position with the outer tube (tapered
artery).
1.5 Significance of the Study
A motivation of the present analysis is the hope that such a problem will be
applicable in many clinical applications. It is hoped that with this investigation, the
injection can be carried out more proficiently. In addition, the results are used to
obtain the estimates of increased or decreased of blood flow characteristics across an
artery stenosis during catheterization.
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1.6 Outline of Dissertation
In Chapter 1, the nature and use of catheter the problem statement and
objectives are presented. In Chapter 2, overview of previous studies on catheterized
artery and blood flow changes are discussed. In Chapter 3, problem is formulated
mathematically. In Chapter 4, method to solve the problem is expressed and the
equations of some characteristics of blood flow are obtained. In Chapter 5, the results
are displayed graphically. In Chapter 6, conclusions and comments about the results
and recommendation for future studies are interpreted.
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REFERENCES
Anderson, J. D. (1995). Computational fluid dynamics (Vol. 206): McGraw-Hill
New York.
Biswas, D., & Chakraborty, U. S. (2010). Steady Flow of Blood through a
Catheterized Tapered Artery with Stenosis: A Theoretical Model. Assam
University Journal of Science and Technology, 4(2), 7-16.
Daripa, P., & Dash, R. K. (2002). A numerical study of pulsatile blood flow in an
eccentric catheterized artery using a fast algorithm. Journal of engineering
mathematics, 42(1), 1-22.
Dash, R., Jayaraman, G., & Mehta, K. (1996). Estimation of increased flow
resistance in a narrow catheterized artery—a theoretical model. Journal of
Biomechanics, 29(7), 917-930.
Dash, R., Jayaraman, G., & Mehta, K. (1999). Flow in a catheterized curved artery
with stenosis. Journal of Biomechanics, 32(1), 49-61.
Doffin, J., & Chagneau, F. (1981). Oscillating flow between a clot model and a
stenosis. Journal of Biomechanics, 14(3), 143-148.
Hoffmann, K. A., & Chiang, S. T. (2000). {Computational fluid dynamics, Vol. 1}.
Wichita, KS: Engineering Education System.
Ismail, Z., Abdullah, I., Mustapha, N., & Amin, N. (2008). A power-law model of
blood flow through a tapered overlapping stenosed artery. Applied
Mathematics and Computation, 195(2), 669-680.
Jayaraman, G., & Sarkar, A. (2005). Nonlinear analysis of arterial blood flow—
steady streaming effect. Nonlinear Analysis: Theory, Methods &
Applications, 63(5), 880-890.
Jayaraman, G., & Tewari, K. (1995). Flow in catheterised curved artery. Medical and
Biological Engineering and Computing, 33(5), 720-724.
Kanai, H., Iizuka, M., & Sakamoto, K. (1970). One of the problems in the
measurement of blood pressure by catheter-insertion: Wave reflection at the
tip of the catheter. Medical and biological engineering, 8(5), 483-496. doi:
10.1007/BF02477185
Kundu, P. K., & Cohen, I. M. (1990). Fluid mechanics: Academic Press.
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Labadin, J., & Walton, A. (2006). Modeling of Axial Flow between eccentric
cylinders. Paper presented at the Proceedings of the 2 nd IMT-GT Regional
Conference on mathematics, Statistics and Applications Universiti sains
Malaysia, Penang, June.
Mandal, P. K. (2005). An unsteady analysis of non-Newtonian blood flow through
tapered arteries with a stenosis. International Journal of Non-Linear
Mechanics, 40(1), 151-164.
Mekheimer, K. S., & El Kot, M. (2012). Mathematical modeling of axial flow
between two eccentric cylinders: Application on the injection of eccentric
catheter through stenotic arteries. International Journal of Non-Linear
Mechanics, 47(8), 927-937.
Mekheimer, K. S., & Kot, M. E. (2010). Suspension model for blood flow through
arterial catheterization. Chemical Engineering Communications, 197(9),
1195-1214.
Sankar, D. (2009). A two-fluid model for pulsatile flow in catheterized blood vessels.
International Journal of Non-Linear Mechanics, 44(4), 337-351.
Sankar, D., & Hemalatha, K. (2007). A non-Newtonian fluid flow model for blood
flow through a catheterized artery—steady flow. Applied mathematical
modelling, 31(9), 1847-1864.
Sankar, D., & Lee, U. (2008). Two-fluid non-linear model for flow in catheterized
blood vessels. International Journal of Non-Linear Mechanics, 43(7), 622-
631.
Sankar, D., & Lee, U. (2010). Pulsatile flow of two-fluid nonlinear models for blood
flow through catheterized arteries: a comparative study. Mathematical
Problems in Engineering, 2010.
Tekes, C., Karaman, M., & Degertekin, F. L. (2009). Co-array optimization of
CMUT arrays for Forward-Looking IVUS. Paper presented at the Ultrasonics
Symposium (IUS), 2009 IEEE International.
Walton, A. G. (2003). The nonlinear instability of thread-annular flow at high
Reynolds number. Journal of Fluid Mechanics, 477, 227-257.
Young, D. (1968). Effect of a time-dependent stenosis on flow through a tube.
Journal of Engineering for Industry, 90, 248.