Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and...

download Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid Artery Bifurcation

of 260

Transcript of Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and...

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    1/260

    INFORMATION TO USERS

    This manuscript has been reproduced from the microfilm master. UMIfilms the text directly from the original or copy submitted. Thus, some

    thesis and dissertation copies are in typewriter face, while others may be

    from any type o f computer printer.

    The quality of this reproduction is dependent upon the quality of the

    copy subm itted. Broken or indistinct print, colored or poor quality

    illustrations and photographs, print bleedthrough, substandard margins,

    and improper alignment can adversely affect reproduction.

    In the unlikely event that the author did not send UMI a complete

    manuscript and there are missing pages, these will be noted. Also, if

    unauthorized copyright material had to be removed, a note will indicate

    the deletion.

    Oversize materials (e.g., maps, drawings, charts) are reproduced by

    sectioning the original, beginning at the upper left-hand comer and

    continuing from left to right in equal sections with small overlaps. Each

    original is also photographed in one exposure and is included in reduced

    form at the back o f the book.

    Photographs included in the original manuscript have been reproduced

    xerographically in this copy. Higher quality 6 x 9 black and white

    photographic prints are available for any photographs or illustrations

    appearing in this copy for an additional charge. Contact UMI directly to

    order.

    UMIA Bell & Howell Information Company

    300 North Zeeb Road, Ann Aifaor MI 48106-1346 USA313/761-4700 800/521-0600

    produced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    2/260

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    3/260

    FARZAN GHALICHI

    Pulsati le Laminar and Turbulent Blood Flow

    Simulation in Large Stenosed Arteries and

    Stenosed Carotid Artery Bifurcation

    These

    presentee

    a la Faculte des etudes superieures

    de lUniversite Laval

    pour lobtentiondu grade de Philosophiae Doctor (Ph.D.)

    Departement de genie mecanique

    FACULTE DES SCIENCES ET DE GENIE

    UNIVERSITE LAVAL

    QUEBEC

    Septembre 1998

    Farzan Ghalichi, 1998

    produced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    4/260

    1 * 1National Libraryof Canada

    Acquisitions andBibliographic Services

    395 Wellington StreetOttawa ON K1A0N4Canada

    Bibliotheque nationaledu Canada

    Acquisitions etservices bibliographiques

    395, me WellingtonOttawa ON K1A0N4Canada

    Your Ke Votre reference

    Our me Notre reference

    The author has granted a nonexclusive licence allowing the

    National Library of Canada to

    reproduce, loan, distribute or sellcopies of this thesis in microform,

    paper or electronic formats.

    The author retains ownership of thecopyright in this thesis. Neither the

    thesis nor substantial extracts from it

    may be printed or otherwise

    reproduced without the authors

    permission.

    Lauteur a accorde une licence nonexclusive permettant a la

    Bibliotheque nationale du Canada dereproduire, preter, distribuer ou

    vendre des copies de cette these sous

    la forme de microfiche/film, dereproduction sur papier ou sur format

    electronique.

    L auteur conserve la propriete dudroit dauteur qui protege cette these.

    Ni la these ni des extraits substantiels

    de celle-ci ne doivent etre imprimes

    ou autrement reproduits sans son

    autorisation.

    0- 612- 36272-8

    Canadaproduced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    5/260

    UNIVERSITY

    L A \5 \L A T T E S T A TI ON

    Facuftt d a s E tu d e s su p 6 r fe u r e s

    Ce 2 7 jour du mois de 19 H T, les personnes soussignges, en

    leur quality de membres du jury de (a th&se de F cltxA / ^ . ,

    ont assists kfa soutenance de cette thdse.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    6/260

    Abstract

    In this dissertation, the effect of a minor and a severe stenosis was studied on various

    aspec ts of flow downstream of stenosis in a femoral artery and a human carotid artery

    bifurcation. The major p arameters of in terest in this research were the tim e-averaged

    velocities, time-dependent shear stress, separation zone and reattachment length.

    Comparing our results of the rea ttach m ent length to the laminar flow simulation with

    experimental results for the Reynolds number higher than critical Reynolds number,

    we did believe that the numerical results of laminar flow simulation beyond the critical

    Reynolds number were not reliable. Therefore, a new methodology had to be used to

    provide new numerical information. We found th at low-Re k u; turbulence model

    was a very appropriate model with accurate data to simulate blood flow in the entire

    flow domain. The predicted results by the low-Re model were in very good agreement

    with the experimental measurements.

    In the second pa rt of this thesis, th e evolution of atherosclerotic disease was stud

    ied under the presence of various degrees of stenosis. The role of carotid artery

    bifurca tion geometry was also taken into account. The finite elem ent calculations

    of the stenosed carotid artery bifurcation were performed under laminar flow condi

    tions at a mean Reynolds number of 200 and a flow division ratio of about 70/30,simulating an entire systolic and diastolic pulse wave. Two different geometries with

    various degrees of stenoses were considered. The presence of a stenosis greater than

    25% created two distinct flow zones in the internal carotid artery, a high wall shear

    stress area at the stenosis which may cause mechanical damage to the endothelial

    lining, and an elongated flow recirculation zone with low wall shear stress leading to

    an increased duration of flow reversal in a pulse cycle which retards mass transport

    through the arterial wall and may in turn accelerate the development of atheroscle

    rosis downstream of the stenosis. Furthermore, the results obtained regarding the

    streamlined contour, velocity profiles and duration of reversed flow in a pulse cycle

    showed that the atherosclerotic lesions may develop very rapidly up to a stenosis of

    between 25% and 40%. Beyond a 40% stenosis and up to 75% stenosis, hemodynam-

    ically, the development of lesions occurred but not at the same rate as before, that

    produced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    7/260

    means its progress ra te decreased. In contrast, the 75% stenosis showed a very sig

    nificant variations in flow behavior leading to a fast progression of the atherosclerotic

    lesions. These interesting findings have prom pted us to pursue our study for a more

    severe stenosis. The presence of a severe stenosis (> 70%) does change the lam inar

    flow regime to turbulent flow regime.

    Low-i?e turbulence modeling was therefore used and successfully applied in the

    pulsat ile flow simulation to de tect both laminar and turbulen t flow regimes. The

    results showed that even in a healthy artery, the weak instabilities could be found at

    least for a portion of the pulse cycle and in different areas. The presence of a 40%

    and 55% stenoses in both test models did not alter significantly the flow properties

    with regard to turbulence characteristics. On the other hands the presence of a 75%

    stenosis altered the flow properties from laminar to turbulent, significantly. By using

    more realistic conditions in the computations and applying the methodology used in

    this research program, we believe that a better understanding of the progression of

    atherosclerotic plaques and the measurement of stenosis in carotid artery bifurcation

    would be possible.

    Dr. Alain DeChamplain

    roduced with permission of the copyright owner. Furthe r reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    8/260

    R e s u m e

    Les desordres cardiovasculaires tels que latherosclerose, sont une des causes prin-

    cipaies de mortalite dans les societes modernes. Cest une maladie degenerat ive qui

    afFecte les grandes arteres causant pa r la progression de lepaississement e t du durcisse-

    ment de certains vaisseaux par l accumulation de riche materiel lipidique. Les etudes

    cliniques et postmortem indiquent que, chez I'homme les lesions atherosclerotiques ne

    se developpent pas aleatoirement, et pas partout dans la circulation sanguine, mais

    elles se localisent a certains endroits choisis dans le systeme arteriel ou un ecoulement

    complexe se produit (cest a dire, les arteres coronaires, carotides, abdominaies, et

    femorales) [147].

    Des perturbations hemodynamiques ont e te fortement correlees avec la localisation des

    lesions atherosclerotiques sur les murs des vaisseaux. Dans ces regions, lecoulement

    deja perturbe peut etre a tous les regimes decoulement, sont laminaire, transitionnel

    ou fortement turbulent.

    Afin de comprendre Ie comportement normal et pathologique du systeme vas-

    culaire humain, la connaissance detaillee de lecoulement du sang et la reponse des

    vaisseaux sanguins sont exigees. La comparaison des parametres qu an tita tifs dans

    les modeles stenoses et non-stenoses de geometrie differente des arteres a pu rendre

    possible la detection de la stenose en debut de maladie.

    Par consequent, dans cette these, nous avons etudie lecoulement sanguin dans les

    grosses arteres avec une stenose dans un modele decoulement permanent et pulse.

    Au Chapitre 1, la motivation, la problematique et les objectifs de la these sont

    presentes. Une revue complete de la litteratu re est aussi donnee.

    Au Chapitre 2, une description complete de la methode des elements finis et des

    equations de Navier-Stokes utilisees dans ce tte etude est presentee. Les simplifica

    tions de letude numerique de simulation decoulement dans les grosses arteres sont

    egalement expliquees. La discretisation de Galerkin des equations de N-S, les con

    ditions limites, les conditions initiales et les procedures de solution sont egalement

    apportees dans ce chapitre.

    Au Chapitre 3, la simulation laminaire en regime permanent est effectuee avec

    roduced with permission of the copyright owner. Further reproduction prohibited withou t permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    9/260

    differents degres de stenose et les resulta ts sont compares avec les resu ltats experiment-

    aux. Trois regimes decoulement sont p rodu its dans une artere obstruee comm engant

    avec lecoulement laminaire. Dans la stenose faible pour des nombres de Re tres bas

    nous navons observe aucune separation e t lecoulement eta it laminaire parto ut. Pou r

    un nombre de Re plus grand, lecoulement demeure laminaire, mais la separation

    se pro du it et une zone de recircula tion se developpe. Dans le troisieme regime,

    lecoulement en aval du point de separation devient instable, eventuellement tur

    bulent et persiste bien au-dela du point de ra ttachem ent . En comparant les re su ltats

    de la longueur de rattachem ent obtenus de ce tte etude par la simulation decoulement

    laminaire pour le nombre de Reynolds plus grand que le nombre de Reynolds critique

    avec les resultats experimentaux [6, 140], nous croyons que les resultats numeriques

    de simulation decoulement laminaire au-dela du nombre de Reynolds critique ne

    sont pas fiables. Pa r consequent, la simulation decoulement turb ulen t utilisant le

    modele de turbulence k uj a faible nombre de Reynolds (bas-Re) est effectuee a

    differents degres de stenose. La comparaison prouve que les resulta ts prevus pax le

    modele k u>sont en tres bonne concordance avec les mesures experimentales. En

    utilisant ce modele, nous reproduisons exactement le nombre de Reynolds critique

    auquel lecoulement de sang devient transitoire ou turbulent en aval de la stenose.

    Un au tre point interessant, nous avons trouve que dans un ecoulement laminaire,la longueur de recirculation prevue par ce modele est en accord avec la longueur de

    vortex prevue pax une simulation decoulement completement laminaire, proposant

    que le modele de k ui est non seulement approprie pour modeliser des regimes

    transitoires e t turbulents, mais egalement po ur lecoulement laminaire en amont de la

    stenose. Pour verifier plus a fond, nous avons compare la prediction pou r la pression

    statique de la paxoi dans une stenose a 50% avec un nombre de Reynolds de 500

    aux resultats dune simulation en regime laminaire. La comparaison montre que le

    modele actuel peut etre utilise pour faire la simulation dun ecoulement laminaire.En terme de pression statique sur la paxoi et de lintensite de turbulence, le modele

    de turbulence de bas-Re donne des resultats beaucoup plus precis que le modele k e

    stan dard. Lintensite prevue de la pression et de la turbulence pax le modele de bas-

    Resont semblables aux mesures experimentales, alors que le modele k edonne une

    roduced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    10/260

    reprise excessive de pression dans la zone de deceleration et une prediction tres faible

    de lintensite de turbulence. Nous concluons que le modele de turbulence de bas- .f te

    peut fournir des informations satisfaisantes de 1ecoulement sanguin dams les arteres

    stenosees, compte tenu que cest tres difficile dobtenir experimentalement (in vitroet

    in vivo) avec exac titude ou en simulant numeriquement par u n ecoulement laminaire.

    Cliniquement, les donnees sont particulierement interessantes pour la detection des

    plaques atherosclerotiques localisees.

    Au Chapitre 5, la simulation decoulement pulse est effectuee sur des modeles

    normaux et stenoses de la bifurcation carotidienne. Linfluence de la variation de la

    stenose et de la variation de la geometrie sur le profil de vitesse ainsi que le point de

    rattachement et la contrainte de cisaillement sur les parois sont etudies pour evaluer

    la possibility de detection de la stenose dans des conditions variables decoulement.

    Lexistence possible de turbulence est egalement evaluee en utilisant un modele de

    turbulen ce a bas-fte . Pour comprendre le role de la geometrie dun vaisseau sangu in,

    deux modeles de bifurcation carotides avec un sinus different sont etudies. Les deux

    modeles ont differentes formes de sinus. Le modele M-l a un sinus droit tand is que

    le modele M-2 a un sinus profile. La severite de la stenose est mise en compte pour

    juger si 1ecoulement reste laminaire pe ndan t le cycle de pulsation.

    Pour evaluer linfluence de la forme de la stenose sur les comportements decoulement , deux stenoses differentes sont comparees. Dans M -l la stenose brusque est

    utilisee, tandis q uune coupe profilee est utilisee en M-2. Bien que la stenose 25%

    dans une artere droite naffecte pais les comportements decoulement en aval de la

    stenose (Saad et Giddens [3]), la presente etude indique que la presence dune stenose

    faible (25%) dans le sinus de la caxotide a une influence relativement petite sur la

    comportement decoulement en aval de la stenose. Cependant, quand la stenose

    grimpe entre 40% et 55%, le changement de comportement de lecoulement et de la

    distribu tion de la contrainte de cisaillement sur la paxoi est prononce. La presencedune stenose tres severe cree deux zones distinctes d ecoulement dams 1axtere caxotide

    interne. Le premier est a linter ieur du sinus de la caxotide et affiche des con train tes

    de cisaillement elevees sur la paxoi. Le deuxieme est place imm ediatem ent en aval de

    la stenose ou une inversion decoulement avec de faibles contraintes de cisaiillement

    roduced with permission of the copyrigh t owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    11/260

    sur la paroi existent. Dans certaines periodes dun cycle, cet ecoulement renverse

    setend au-dela de la section de sinus, atteignant la paxoi diviseur de lecoulement.

    Linfluence la plus importante de la stenose se manifeste dans les modifications de la

    distribution des contraintes de cisaillement sur la paroi. Une stenose tres severe mene

    a une variation remarquable de la contrainte de cisaillement sur la paxoi. En labsence

    dune stenose, la valeur absolue de contra inte de cisaillement sur la paxoi dans le milieu

    du sinus change entre 2.6 et 7 dy n/cm2 pour le modele caxotide M -l, tandis quelle

    change entre 0 et 6 dy n/cm2 dans le modele M-2. En presence dune stenose 25%,

    la contrain te de cisaillement se modifie entre 5 et 187 dyn /cm 2. Quand la stenose

    devient 40% et 55%, la variation devient 4-370 dyn/cm2 et 30-470, respectivement

    pour le modele M -l. Ces variations significatives de la contrainte de cisaillement de la

    paxoi en presence d une stenose sont non physiologiques, favorisant lepaississement

    intimal et sont probablement responsables de rupture de plaques daxteriosclerose et

    de la des embolies de fragments [20]. Pendant un cycle d impulsion, les contraintes

    de cisaillement dans le sinus de caxotide peuvent etre aussi hautes que 370 dyn/cm 2

    pour la stenose de 40% et 470 dyn/cm2 pour la stenose de 55% dans le modele M -l.

    Les contraintes de cisaillement elevees resultant de lexistence de la stenose peuvent

    mener a des dommages mecaniques de la couche endotheliale dans le sinus [35].

    Dans la deuxieme paxtie du Chapitre 5, la simulation decoulement turbulent est

    effectuee dans une bifurcation caxotidienne stenosee. Cette section es t divisee en

    deux parties: premierement, la validation du modele et deuxiement lapplication de

    ce modele a differents degres de stenose avec des geometries diverses . En labsence

    des resultats experimentaux et numeriques, la validation du modele de ku> dans

    lecoulement pulse est realisee en compaxant les resultats de la simulation de l ecoulem-

    ent laminaire a la meme forme de pulsation et de geometrie. La validation du modele

    est effectuee sur le modele M-l sans stenose. Dans ce modele, les calculs sont effect ues

    en ecoulement laminaire et en utilisan t egalement le modele de turbulence de k uj. De

    lechelle du nombre de Reynolds utilises dans cette etude, lecoulement est laminaire

    dans laxtere caxotide normale. Les calculs avec le modele de turbulence k u>confirme

    cette similitude. Les profils de vitesse et les resultats de contraintes de cisaillement

    sur la paxoi sont egalement compares. II y a bonne concordance en tre les resulta ts

    roduced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    12/260

    de Fecoulement laminaire et le modele de turbulence. Les calculs sont etendus aux

    stenoses de 40%, 55% et 75% situees dans la sinus de carotide in terne. Lobjec tif

    important est de documenter si ces degres de stenoses ont une influence sur lintensite

    de la turbulence ou non. Les resultats de nos calculs precedents pour Fecoulement

    laminaire sont egalement utilises pour comparer les deux methodes pour les stenoses.

    Les profils de vitesse et les resultats des contraintes de cisaillement de la paroi pour

    la stenose 40% dans les deux modeles M-l et M-2 sont en tres bonne accord avec

    les resultats de simulation de Fecoulement laminaire. Dailleurs, Fenergie cinetique

    de turbulence demontre que Fecoulement laminaire tend a devenir transitoire dans

    une certaine partie du cycle et dans differentes sections de Fartere carotide interne.

    Lintensite de lenergie cinetique de turbulence nest pas suffisamment forte pour

    affecter la con trainte de cisaillement de fagon importante. De ceci, nous concluons

    que la stenose 40% ne rend pas Fecoulement turbulent en aval de la stenose. Po ur la

    stenose de 55% le profil de vitesse et les resulta ts des contraintes de cisaillement dans

    le modele turbulence de kuisont conformes pour la majeure pa rtie de la periode du

    cycle dimpulsion avec la simulation decoulement laminaire jusqua la region de la

    stenose. Cependant, les valeurs de contraintes de cisaillement du mu r ne changent pas

    de maniere significative, particulierement dans le modele M-l. Dans cette stenose les

    valeurs moyennes et maximales de lintensite de turbulence dans le cycle dimpulsionne varient pas beaucoup. Le maximum est situe a lemplacement de la stenose, mais

    pas en aval. Pax consequent, la stenose 55% ne change pas Fecoulement de lam inaire

    a tu rbu lent . Des changements significatifs sobservent avec la stenose de 75% dans

    le modele M-l. La vitesse maximale atte int 100 cm/sec au centre de la stenose et la

    longueur de la zone de recirculation augmente en aval de la stenose. Les resul tats de

    distribution de contraintes de cisaillement le long du cote exterieur de Fartere nous

    demontre une augmentation considerable de la valeur des contraintes de cisaillement.

    La valeur de ces contraintes de cisaillement atteint 40 dyn/cm2, compare a 7 et4 dyn/cm 2 sur le meme modele pour les stenoses de 40% et 55%. II est possible

    de conclure que cette augmentation de la contrainte de cisaillement est due a la

    turbulence intense en aval de la stenose. La valeur de Fenergie cinetique turbu lente

    est en accord avec cette conclusion. A la difference des stenoses de 40% et de 55%

    produced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    13/260

    qui affectent peu lecoulement dans la region centrale de la stenose du a 1energie

    cinetique plus petite et a sa dissipation immediate, la stenose de 75% provoque une

    augm entation de la valeur de lenergie cinetique turbulen te en aval de la stenose. Ces

    resultats concordent avec des observations cliniques quune obstruction de plus de

    70% produit des sons qui sont discernables avec un stethoscope.

    Dr. Alain DeChatnplain

    roduced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    14/260

    Aknowledgment

    I consider myself very fortunate to have Professor Alain DeChamplain as my

    adviser. I would like to take this op portunity to especially thank him for patience,

    kind guidance, and advice he has given me through my Ph.D. study. Together we

    came up with a q uite interesting and challenging research topic.

    I wish my sincere appreciation to my co-supervisor, Prof. Robert Guidoin, for his

    suggestion of the dissertation topic, and for his constant encouragement and suppo rt

    for this project. I am indebted to him specially for his efforts to get my workstation

    being an essential equipment in this work.

    I would like to thank to Dr. Xiaoyan Deng for his generous help. His guidance in

    interpreting the results was both stimulating and enlightening.

    I am very obliged to Dr. Yvan Douvilie for helping me in the im plem entation of

    some of the ideas presented in this thesis.

    I also wish to thank Prof. Robert Guenette and Prof. Allan Marble for their

    careful reading of the manuscript and for their useful suggestions.

    I would like to whole-heartedly express my gratitude to my parents. Thank you,

    my mother, and my father, for providing me with the life I have and for being the

    wonderful parents you have been. I wish my mother lives happily always, and a to tal

    improvement to my lovely father who is suffering from a cerebral attack. Thank you

    to my sisters for always being there and wishing me the best.

    Finally, I thank my wife Fariba and my two beautiful daughters Fatemeh and

    Faezeh for providing the emotioned support necessary to navigate the stresses of

    pro ject and for making me a very happy man. W ithou t their endless supp ort and

    love for me, I would have never achieved my current position.

    I would like to offer my many thanks to the government of the Islamic Republic

    of Iran to give me a chance to continue my studies towards my Ph.D. degree.

    This research has been supported by Saint-Frangois dAssise Hospital of Quebec

    city and Quebec Biomaterials Institute.

    roduced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    15/260

    Nomenclature

    Cti , C( 2 ...... Turbulence model empirical constants

    h............................ Height of the asymmetric stenosis

    d ...... Stenosis diam eter

    D ...... Unobstructed artery diameter and reference length

    r ...... Radial distance from the symm etry line

    R ...... Radial direction of flow

    p ...... Fluid density

    v ...... Fluid kinematic viscosity

    p ...... Fluid dynamic viscosity

    Um.................... ...... Mean flow velocity

    Re ...... Reynolds num ber Re=

    R e ' ...... Critical Reynolds number

    / ...... Pulse frequency

    a ...... Womersley number a =

    u> ...... Essential angular velocity

    t ...... Non-dimensional wall shear stress

    u , v ,w ...... Velocity components

    p ...... Pressure

    t ...... Time

    Reference time

    it* ...... Non-dimensional velocity vector

    u ...... Velocity vector

    p' ...... Non-dimensional pressure

    pU l ...... Reference pressure

    Uij ...... Components of velocity vector u

    ur ...... Radial velocity in the axisymmetric flow

    Ug ...... Axial velocity in the axisymmetric flow

    Z ...... Axial direction of flow

    produced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    16/260

    L ...... Stenosis length

    m ...... Mass flow ra te

    La ...... Reattachment length

    ~Z ...... Non-dimensional distance from stenosis

    k...................... ...... Turbulent kinetic energy

    e ...... Turbulent dissipation energy

    /lj ...... Turbulent viscosity

    y + ...... Y-plus param eter

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    17/260

    Contents

    1 Introd uction 1

    1.1 Motivation ........................................................................................................ 1

    1.2 Problematics .................................................................................................. 3

    1.3 Objectives ........................................................................................................ 9

    1.4 Review of L ite ra tu re ..................................................................................... 11

    1.4.1 Long-segment a r t e r y ........................................................................ 11

    1.4.2 End-to-side and side-to-end anas to m osis ..................................... 16

    1.4.3 Carotid Artery Bifurcation (CAB) .............................................. 20

    1.4.4 Grid size and computational ti m e .................................................. 24

    2 Nu m erical H emodynam ics 272.1 Simplifications.................................................................................................. 27

    2.2 Numerical ba ck g ro un d .................................................................................. 31

    2.2.1 Galerkin d isc re tiz at io n .................................................................... 31

    2.2.2 Governing e q u a tio n s ........................................................................ 32

    2.2.3 Formulation of the Discrete P ro b le m ........................................... 33

    2.2.4 Penalty a p p ro a ch .............................................................................. 37

    2.2.5 Nondimensionalization ..................................................................... 38

    2.2.6 Boundary and initial co nd itio ns ..................................................... 40

    2.2.7 Solution pro cedu res ........................................................................... 42

    2.3 Computational co ns ide ratio ns ..................................................................... 43

    2.3.1 Th e choice of ele m en t........................................................................ 43

    2.3.2 Convergence c r it e r ia ........................................................................ 48

    xii

    roduced with permission of the copyright owner. Furthe r reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    18/260

    CONTENTS xiii

    2.4 Time in teg ra tio n .......................................................................................... 48

    2.4.1 Second Order Scheme (Trapezoidr u l e ) ......................................... 50

    2.5 The Finite Element Package (F ID A P) ....................................................... 52

    3 Lam inar Flow Sim ulations 54

    3.1 Introduction .................................................................................................... 54

    3.2 Numerical calculation of steady laminar fl o w .......................................... 56

    3.2.1 Assumptions........................................................................................ 56

    3.2.2 Modeling of the axisymmetric f l o w .............................................. 56

    3.2.3 Governing e q u a ti o n s ........................................................................ 57

    3.2.4 Geometry and boundary co nd itio ns .............................................. 58

    3.3 Results ............................................................................................................. 61

    3.3.1 Separation and reattachment p o i n t .............................................. 62

    3.3.2 Pressure distribution along the vessel w a l l ................................. 66

    3.3.3 Wall shear s t r e s s ............................................................................... 67

    3.4 Discussion ....................................................................................................... 70

    4 Tu rbulence M odeling 76

    4.1 Introduction .................................................................................................... 76

    4.2 Axisymmetric geometrical models and flowconditions ........................... 794.2.1 Boundary c o n d iti o n s ........................................................................ 80

    4.3 Turbulence m o de lin g .................................................................................... 81

    4.3.1 k eturbulence m od elin g ............................................................... 82

    4.3.2 Low Reynolds k u> turbulence m o d e l ........................................ 86

    4.4 F.E.M. analyses for turbulence m o d e ls .................................................... 88

    4.5 Results ............................................................................................................. 93

    4.5.1 Validation of the numerical results .............................................. 93

    4.5.2 Recirculation and reattachment l e n g t h ........................................ 934.5.3 Velocity pro fi le s .................................................................................. 96

    4.5.4 Centerline v e lo c it y ........................................................................... 104

    4.5.5 Velocity d istu rb an ce s ........................................................................ 105

    4.5.6 Pressure d ist rib u tio n ........................................................................ 108

    roduced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    19/260

    CONTENTS xiv

    4.5.7 Wall sheax s t r e s s .............................................................................. 109

    4.6 Hemodynamics of protein-impregnated arterial pros these s.................... I l l

    4.6.1 Results .................................................................................................. 115

    4.7 Pulsatile flow in an asymm etric stenos is..................................................... 115

    4.7.1 Introduction ........................................................................................ 115

    4.7.2 G eo m etry ........................................................................................... 116

    4.7.3 Boundary C on ditio ns ........................................................................ 116

    4.7.4 Results.................................................................................................. 119

    4.8 Discussion ........................................................................................................ 122

    4.9 Conclusion........................................................................................................ 127

    5 C arotid A rtery Bifurcation 129

    5.1 Introduction ..................................................................................................... 129

    5.2 CAB simplifications........................................................................................ 132

    5.3 CAB G eo m etry .............................................................................................. 133

    5.4 Geometrical model and flow co n d ition s ...................................................... 134

    5.5 Laminar flow si m u la tio n .............................................................................. 136

    5.5.1 Mathematical e q u a tio n s .................................................................. 136

    5.5.2 Boundary and initial co nd itio ns ..................................................... 141

    5.5.3 Results.................................................................................................. 143

    5.5.4 Discussion ........................................................................................... 159

    5.5.5 Conclusion........................................................................................... 165

    5.6 Turbulent flow si m u la tio n ........................................................................... 166

    5.6.1 Results .................................................................................................. 168

    5.6.2 Discussion ........................................................................................... 183

    5.6.3 Conclusion........................................................................................... 190

    6 C onclusions andrecommendations 191

    A 216

    A.l User subroutines ............................................................................................... 216

    A.1.1 Applied flux boundarycondi t ions ........................................................216

    produced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    20/260

    CONTENTS xv

    A.1.2 Applied nodal boundary co nd iti on s ............................................. 217

    A.2Carotid pulse wave d a t a ................................................................................ 218

    A.3 Streamfunction for Axisymmetric Flow: Cylindrical coordinates . . . 223

    B 225

    B.lFIDAP Input File for Laminar Flow Sim u lat io n ............................................225

    B.2FIDAP Input File for Turbulent Flow S im u la tio n .................................... 226

    B.3FIDAP Input File for a Pulsatile Laminar F lo w ....................................... 227

    roduced with permission of the copyright owner. Furthe r reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    21/260

    List of Figures

    1.1 Development of artherosclerotic lesions. Presen tation of norm al, mod

    erate and severe narrowing of the lumen due to atherosclerotic lesions

    axe given from left to right respectively. ..................................................... 21.2 Diagram of the human body showing major blood vessels which may

    be affected by arterial stenosis. (Courtesy of Human Anatom y and

    Physiology, the Benjamin/Cum mings Publishing Company, Inc .,1989.) 4

    1.3 Examples of geom etric configurations of an asym metric stenosis, a)

    h/D = 0.66; b) h /D = 0.5; c) h/D =0.29 .............................................. 8

    1.4 Geometric configuration of a carotid artery bifurcation .......................... 9

    1.5 Geometric configurations for bypass graft................................................... 17

    2.1 The quadrila teral Crouzeix-Raviart element in its reference (1 turbulence modeling and

    laminar flow simulation. The solid lines represent the lam inar flow

    where the dotted lines represnt the turbulent flow results......................

    roduced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    29/260

    Chapter 1

    Introduction

    In this chapter, the motivations fo r the thesis are discussed. A summary o f previous

    research works on related topics is presented. The specific objectives of the thesis are

    listed.

    1.1 M otivation

    Deposition of cholesterol, and other fatty tissues along human arteria l walls can form a

    constriction and therefore restric t the blood flow. The disease which causes the buildup of plaque in the artery is part a the broader circulatory disease called atheroscle

    rosis, and it is a form of arteriosclerosis 1. As the plaques form, the walls become

    thick, fibrotic and later calcified, and the lumen narrows, reducing the flow of blood

    to the tissues the artery supplies. This build-up can lead to stroke or heart attac k,

    or the disfunction of other organs. Arteriosclerosis is the leading cause of death and

    disability among North Americans and Europeans. Stroke is a portmanteau term

    covering any disease or neurological disorder tha t results in th e m arked res triction or

    cessation of flow affecting the brain. There are basically two different kinds of stroke:

    hemorrhagicand ischemic2. Hemorrhagic strokes, which account for 20 percent of ail

    1A group of diseases characterized by thickening and loss of elasticity of the arterial walls occurringin three forms, atherosclerosis, Monckebergs arteriosclerosis, and arteriolosderosis.

    2Ischemia refers to decreased blood supply to a tissue, a potentially reversible condition; uncorrected, it leads to infarction, or tissue death due to anoxia.

    1

    roduced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    30/260

    CHA PTER 1. INTROD UCTION 2

    strokes, take place when vascular lesions ruptu re, releasing blood into the surrounding

    brain tissue. The remaining 80 percent of strokes are ischemic in charac ter, caused

    by the obstruction or clogging of the m ajo r arteries in th e cerebral circulation.

    The earliest microscopic change in the formation of atherosclerosis is the accumu

    lation of lipids in th e intima 3. These deposits called fa tty streaks are covered by an

    intact layer of endothelium 4 which leaves the vessel wall undeformed and narrow the

    cross-sectional area of am artery, as shown in Figure 1.1. The narrowed cross-section

    is often called a stenosis. At subsequent stages, ri sing plaque levels become visible,

    the endothelium may breaik down, amd pairticles are directly deposited by the blood

    stream a t c ritical locations. The exact mechanisms by which these fatty substamces

    initiadly are found in th e arte ry wadis to form a locally-growing plaque aire no t cleanly

    understood. However, in general, a pati en ts inhe rited physiology, hemostatic factors,

    hypertension, homocysteine, biochemical processes, smoking habits, daily diet, and

    stress levels may all affect atherogenesis. 5

    Figure 1.1: Development of artherosclerotic lesions. Pre sen tation of normal, moderate

    and severe narrowing of the lumen due to atherosclerotic lesions aire given from left

    to right respectively.

    3The innermost coat of a blood vessel.4The layer of epithelial cells that lines the cavities of the heart as well as the blood and lymph

    vessels.5Formation of abnorm al fatty deposits in an arterial wall.

    roduced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    31/260

    CHA PTER 1. INTROD UCTION 3

    The failure of arterial prostheses has been found to be caused by intimal hyper

    plasia, a feature of the normal healing response of arteries at graft anastomoses 6

    [43], or the progression of atherosclerosis. Proximal or distal to the prostheses, inti

    mal hyperplasia, is commonly found at the distal end of any vascular synthetic grafts

    [26, 54, 29] and following many endovascular procedures (e.i., dilatation, stenting of

    an artery, ...). While no clear cause of graft intimal hyperplasia has been identified,

    numerous biological and biomechanical factors have been proposed.

    While, it is unlikely that investigating a few risk factors may lead to a successful

    description of the multicomponent disease, a better understanding of key physical

    factors causing atherosclerotic lesions is vital to developing a comprehensive theory,

    and may be helpful in the early detection and fight against atherosclerosis.

    1.2 Problematics

    Clinical and postmortem studies indicate that atherosclerotic lesions on human blood

    vessel walls do not develop randomly and do not occur throughout the circulation but

    rather locate at certain selected sites in the arterial tree, such as the branching sites

    and curved segments of large arteries [121, 127, 112, 15, 133]. Examples of arteries

    most often affected by atherosclerosis include the carotid arteries in the neck region,

    the coronary arteries in the heart, the iliac arteries in the abdominal region, and the

    femoral and t ibia l arteries in the legs (see Figure 1.2). From a fluid mechanics point

    of view, these sites are where flow phenomena exhibit unique characteristics . In these

    sites, blood flow is disturbed, and the separation of streamlines from the vessel wall

    and the formation of eddies are likely to occur [15, 113, 77]. This may suggest that

    the physiological processes themselves are not the sole factor.

    For the past 30 years, it has been accepted that the physics of blood flow and hemo

    dynamic factors are of importance in the initiation and development of atherosclerotic

    lesions and intimal hyperplasia [114, 125, 143, 23, 15, 35, 145]. Among the hypothe

    ses proposed to account for the localization of atherosclerosis, th e causative effects of

    6 An abnormal increase in the number of normal cells in normal arrangem ent in an organ or tissuewhich reduces the internal diameter and increases its total volume.

    produced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    32/260

    CH APT ER 1. INTRODUCTION 4

    Internal carotid artery

    External carotid artery -

    Verteoral artery

    IAnterior bOai artery

    Posterior ttxaJ artery

    Dorsal arcn

    - Common carotid artenes

    Bracrtoceonahc artery

    Coronary artery

    Cekac trunfc

    Left gastnc arteryCommon hepatic artery Seierxc artery

    Penal artery

    PadM artery

    Ulnar artery

    AOdommai aorta

    Suoenor mesentenc artery-

    Gonadal artery

    Inferior mesentenc artery-

    Common *ae artery------

    External artery internal aacartery

    Oeeo palmar arcn

    Superficial palmar arcn

    i

    Figure 1.2: Diagram of the human body showing major blood vessels which may

    be affected by arterial stenosis. (Courtesy of Hum an Anatomy and Physiology, the

    Benjamin/Cummings Publishing Company, Inc.,1989.)

    produced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    33/260

    CHAPTER1. INTRODUCTION 5

    high shear stress, originally claimed by Fry [35], and of low shear stress, as claimed by

    Caro et al. [15], have received much attent ion . Fry believed th a t endothelial injury

    caused by high shear stress was responsible for atherogenesis. However, observations

    by Caro confirmed tha t atherosclerotic lesions developed more frequently in areas

    with low shear stress and with flow recirculation than in areas with high shear stress

    and unidirectional flow conditions [145, 64].

    Several hypotheses have been put forward [5] to explain the mechanism by which

    low vessel wall shear stress might promote the development of atherosclerotic lesions.

    The endothelial cells undergo morphological alterations in response to changes in the

    degree and orientation of shear stress; elongated endothelial cells located in regions

    of high shear stress see their long axes aligned parallel to the direction of flow, and

    polygonal endothelial cells in low shear stress regions become aligned in haphazard di

    rections. It has been postu lated by Asakura and Karino [5] tha t these a lterations may

    be responsible for changes in endothelial cell permeability to atherogenic lipoprotein

    particles. Low shear stress stimulates the expression of endothelin mRNA as well as

    the release of endothelin into the culture medium from cultured porcine endothelial

    cells [144]. An increased synthesis of endothelin may in turn prom ote local, smooth

    muscle cell and fibroblast proliferation. Caro [15] also suggested t hat low wall shear

    rates retard the transpo rt of circulating particles away from the wall, resulting in theincreased intimal accumulation of lipids. Moreover, as blood flow through healthy

    vessels may influence the formation of deposits, so may the appearance of atheroscle

    rotic plaques on hem odynamics in the vicinity of the lesion [10, 20] . From a fluid

    mechanics perspective, any obstruction has a pronounced effect on flow. The down

    stream flow from a stenosis becomes irregular and causes changes to local parameters

    such as velocity field, pressure drops, and wall shear stress distribu tion . Therefore,

    the additional changes in flow and shear further contribute to build-up and helps the

    progression of the disease.

    Assessment of the actual risks to a patient with arterial disease must consider all

    of these factors. Therefore, detailed insight regarding the flow phenomena occurring

    in the bends and bifurcations contributes to a better understanding of the role of

    hemodynamics in the initiation and progression process of atherosclerosis. The ability

    roduced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    34/260

    CHAP TER 1. INTROD UC TION 6

    to completely describe the flow through stenosed vessels would therefore provide the

    added possibility of early diagnosis of the disease, and hence preventive treatments

    would become clinically possible.

    In vivodata particularly for human subjects are usually difficult to obtain under

    well-controlled conditions with accurate instrumentation. In vitro experiments that

    simulate important characteristics of an in vivo situation axe useful, however, the

    measurement of i m p o r t a n t pa rameters such as wall shear stress , is difficult. On the

    other hand data collection using hot-film or hot-wire instrumentation suffers from

    inaccuracies in areas of high turbulence intensities, laxge flow angularities, and regions

    of flow separation and reversal flow.

    Numerical simulation of blood flow could be used to stud y various aspects of car

    diovascular disease and, consequently, help explore possible diagnostic techniques. It

    offers a non-invasive means of obtaining detailed flow patte rns associated with disease

    by supplying information beyond th at which is available in an experimental study.

    The particular role of wall geometry together with the type and character of the flow

    can be defined widely in a numerical study. While different authors have provided

    useful information pertaining to flow patterns, in many cases important restrictions

    and limitations were applied (e.g. the use of only low Reynolds numbers [69], the

    application of a steady [75, 23], or simple pulsatile flow instead of a pulsatile physiological flow [86], the assumption of a square occlusion [102], the ignorance of the

    possible turbulence flow in certa in geometries [17], th e violation of boundary condi

    tions due to a too short computational region, or the termination of the simulation

    before a full cycle because of com putational difficulties. One of the important fea tures

    neglected in the majority of numerical works is the assumption of laminar flow where

    flow disturbances can be found distal to the stenosis by experimentation.

    Therefore, it is appropriate to numerically study the blood flow through a stenosis

    in large arteries under m ore realistic conditions. Finer mesh, appropriate boundary

    conditions with large computational domain, physiological pulse wave form and flow

    disturbances will be of great consideration. The hu man carotid a rtery bifurcation is

    a typical area where the relationship between local hemodynamics and atherogenesis

    roduced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    35/260

    CHAP TER 1. INTRO DU CTIO N 7

    ran be studied [145]. Many studies on th e flow pat tern s in carotid artery bifurca

    tions have been carried out, both theoretically under laminar flow [105, 106, 98] and

    experimentally [145, 10, 11, 66, 64], yet very little information is available regard

    ing blood flow in a caro tid bifurcation with a stenosis. Moreover, a comparison of

    flow characteristics between diseased arteries and healthy ones may help in identi

    fying hemodynamic properties that could be employed in a non-invasive diagnostic

    procedure.

    Therefore, to arrive at a b ette r understanding of the role of hemodynamics in the

    genesis of atherosclerosis in the normal and stenosed arteries and stenosed carotid

    artery bifurcation, numerical two and three-dimensional simulations of pulsatile, dis

    cretized Navier-Stokes equations were carried out over the entire flow domain, thus

    providing more detailed physical information with regard to space and time.

    The following four major projects were formulated for this Ph.D. program:

    Steady laminar flow simulation through a severe axisymmetric stenosis

    Pulsatile laminar flow simulation through a severe asym metric stenosis (Figure

    1.3)

    Steady turbulen t flow simulation through various degrees of axisymmetric steno

    sis

    Pulsatile laminar and turb ulent flow through a stenosed carotid bifurcation( Figure

    1.4).

    roduced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    36/260

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    37/260

    CH APTE R 1. INTROD UCTION 9

    Stenosis,

    Common carotid

    Internal carotid

    External carotid

    Figure 1.4: Geometric configuration of a carotid artery bifurcation.

    1.3 Objectives

    It goes without saying that studying the evolution of the disease in relation with flow

    dynamics is of the utmost importance. The analysis of the velocities measured at

    and downstream of stenoses and the comparison with healthy arteries can be used

    to estimate the severity of vessel constriction, and may be helpful in early detection

    of atherosclerosis by a non-invasive diagnostic procedure. Early detection would also

    create possibilities for a large-scale investigation of the population of carotid artery

    bifurcation diseases, hence promoting a more adequate approach to the disease. Since

    it is believed that the hemodynamical aspects of blood flow play an important role

    in both the genesis and diagnosis of atherosclerotic disease, this dissertation exposes

    the effect of a minor and a severe stenosis on various aspects of flow downstream

    of stenosis under the following forms: axisym metr ic and asym metric large segment

    arteries, and human carotid artery bifurcation. The m ajor parameters of interest in

    roduced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    38/260

    CHAP TER 1. INTRODU CTION 10

    this research are the time-averaged velocities, time-dependent shear stress, separation

    zone and reattachment length, and also the detection of any flow turbulence when

    a stenosis is presen t. Comparing the results of the flow field in non-stenosed and

    stenosed carotid artery bifurcation models may help define the parameters of distur

    bance which may possibly be used for early de tect ion of atherosclerotic disease and

    a better understanding of the progression of the disease.

    In the laminar flow simulations, the computer simulations were based on the

    steady/time-dependent (pulsatile), two/three-dimensional Navier-Stokes equations

    for an incompressible Newtonian fluid:

    A

    p[~^+ (u *V)u] = pB Vp + fid iv{W u) (1.1)

    du dv dwdivu= 0 i.e. - ( - r - + y " = 0 (1-2)

    dx Qy oz

    In the case of any turbulent flow simulation, the averaged-Reynolds equations were

    applied.

    The objectives of the theoretical studies were as follows:

    1. Sim ulate the blood flow at various stages of atherogenesis

    2. Simulate lam inar and turbu lent flow in an axisymmetric and asymmetric steno

    sis

    3. Simulate the blood flow in a stenosed caro tid arte ry bifurcation.

    roduced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    39/260

    CHAPTER 1. INTRO DU CTION 11

    1.4 R eview o f Literature

    1.4.1 Lo ng-seg m ent artery

    The steady and unsteady flow downstream of a stenosis can be laminar, transitioned

    or turbulent. The flow Reynolds number (UmD fu ) and the stenosis percentage [1

    (d/D )2)] axe the main parameters th at determine which flow regime is present. In

    this study, Um was the cross-sectional mean velocity in the unobstructed portion of

    the artery, D the unobstructed diameter of the artery, and v the kinematic viscosity

    of the fluid. T he param eter dwas the diameter of the stenosis at its narrowest point.

    If the flow was pulsa tile, the Womersley number a = where u>is the essential

    angular frequency of the velocity waveform, was also important, as it measures the

    relative importance of unsteady to viscous influences. The effects of pulsatility had

    to be considered in every method prior to applying any steady flow results to an in

    vivosituation.

    Steady laminar flow has been examined by many authors, both theoretically and

    experimentally, but not many have investigated pulsatile flow. Numerical solutions

    using turbulence models may be used where the flow becomes turbule nt. These models

    involve two equations, one describing the turbulent kinetic energy k and the other

    describing the dissipation rate e or turbulent frequency u;. These equations are used

    to model the turbulen t shear stress term s in the time-averaged momentum equation.

    The standard turbulent models have been designed for high Reynolds numbers and

    can not be used in low Reynolds num ber flow simulations such as in the case of arterial

    blood flow [138].

    Experimental analysis

    Back and Roschke [6] studied flow patterns through an 86% axisymmetric stenosis.

    They considered three distinct regimes of flow reat tachment. In the first regime, at

    low Reynolds numbers, the reattachment length was governed by the growth of the

    laminar shear layer, and the reattachment point moved downstream with increasing

    flow rate . In the second regime, while simultaneously developing instabilities in the

    roduced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    40/260

    CHAPTER I. IN TRODUCTIO N 12

    shear layer that corresponded with a critical Reynolds number of 90, the reattach

    ment point moved back towards the stenosis. In the third regime, which occurred

    beyond a flow Reynolds number of 325, the shear layer was highly disturb ed and

    the reattachment point was near the stenosis, moving very slowly downstream with

    increasing flow rate.

    Young and Tsai [142] studied some flow characteristics in arterial stenoses models

    under steady flow conditions. In the case of steady flow these experiments yielded, a

    description of the extent of separated flow regions and a measure of pressure losses

    across the constriction. The nature of flow distal to the partial occlusions (lami

    nar , transit ional or turbulen t) was also discussed. Moreover, the observations that

    streamlines departed from laminar behavior for relatively low Reynolds numbers were

    of interest in their work.

    Flow disturbance distal to modeled stenoses under steady and pulsatile flow was

    studied by Cassanova and Giddens [16] who used Reynolds numbers of 318 to 2540

    and a pulsatile flow frequency param eter of 15. Their results indicated th at the

    more abrupt and sharp-edged the stenosis the grea ter the flow disturbance at a given

    Reynolds number when compared to the smoothly contoured configuration. The

    greater the degree of blockage, the greater the disorder created in the distal field.

    The effect of the distal wall interactions they obtained at low Reynolds numberswas that the wadi retarded the development of vortices, whereas at high Reynolds

    numbers, it reduced the energy transferred to the vortex ring struc ture and increased

    the rate at which the energy was transferred into a random distribution of eddy sizes.

    Finally, the pulsatility destabilized the flow, which was clearly evident in the energy

    spectra results.

    Yongchareon and Young [140] investigated the initiation of turbulence in models

    of arterial stenosis. Three severely constricted models (89% area reduction) were used

    with Reynolds numbers ranging from 200 to 1000. From this work it can be said thatthe critical Reynolds number for the development of turbulence under pulsatile flow

    through a stenotic obstruction depended on numerous factors including the shape and

    size of the stenosis and the natu re of the base flow waveform. Turbulence developed at

    Reynolds numbers well below the critical value for an obstructed tube. Also, for the

    roduced with permission of the copyright owner. Furthe r reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    41/260

    CHAPTER 1. INTRODU CTION 13

    severe stenoses the critical Reynolds number decreased as th e stenosis shape became

    more abrupt. The critical Reynolds number varied with the frequency param eter with

    the flow first becoming less stable and then more stable as the frequency parameter

    was increased. The critical Reynolds number decreased with the axea ratio (as a first

    approximation) decreasing in direct proportion to this ratio.

    Clark [19] studied the propagation of turbulence produced by a stenosis during a

    pulse cycle. The range of Reynolds num ber corresponding to th e biological conditions

    and stenosis percentage were 1140 4170 and 89%, respectively. He observed tha t

    with the onset of flow, a lam inar sheax layer was formed, and obtained that turbulence

    produced by a given flow pulse was always associated with particles th at had been

    upstream of the stenosis prior to the pulse. Under a post-stenotic flow turbulence

    production occurred only in the shear layer; th e process represen ted th e ex trac tion

    of energy from the mean flow by the action of Reynolds stresses. Vortex stretch ing

    due to the non-uniformity of the flow resulted in a cascade of energy from the larger

    energy-carrying eddies through progressively smaller eddies. They eventually reached

    the size where turbulence dissipation to heat occu rred th rough the action of viscosity.

    Poststenotic turbulence was not isotropic, but rather moving down the energy cas

    cade. He explained that beyond the reattachm ent position (end of the shear layer)

    turbulence production ceased, followed by progressive decay as dissipation continued.The result was th at in the region of flow beyond the turbulence produced by a single

    pulse, there was not sufficient tim e during the pu lse for boundary layer disturbances

    to amplify and propagate across the tube section. Eddies with a scale of the aortic

    diameter would probably require more time to be damped than was available in dias

    tole at normal hea rt ra tes. The viscous diffusion distance (z /r)1 2 was approxim ately

    1.3 mm at a ra te of 70 beat/m in. Thus, during the next pulse, these residual dis

    turbances m ay amplify, particularly during the deceleration phase when there was an

    unfavorable pressure gradient.

    The flow patterns under steady flow through axisymmetric stenoses at moderate

    Reynolds numbers (500 < Re

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    42/260

    CHAPTERl . INTRODUCTION 14

    Stenoses of 25, 50 and 75% area reduction were studied . Their results showed tha t

    flow disturbances of discrete oscillation frequency may be more valuable than tur

    bulence as an indicator of early stenosis development. In addition, despite the fact

    that post-stenotic turbulence existed for the greater degrees of stenosis and Reynolds

    numbers, the resulting wall shear stresses were only three to four times greater than

    the Poiseuille value and were considerably less than the wall shear stress within the

    stenosis itself.

    Ahmed and Giddens [1] reported flow disturbance measurements through a con

    stricted tube at moderate Reynolds numbers und er steady flow. The upstream

    Reynolds numbers ranged between 500 and 2000. Depending on the degree of stenosis

    and the Reynolds number, the flow field contained discrete oscillation disturbances

    of a frequency, of a turbu len t nature, or both. For mild stenoses (50% area reduc

    tion), the intensity of flow disturbances was relatively low until the Reynolds number

    exceeded 1000. The authors verified the following factors. Flow separation and asso

    ciated intense turbulence were expected to occur in the immediate poststenotic field of

    locally constricted arteries prior to the stenoses becoming flow-restricting or hemo-

    dynamically significant. An area of relatively constant centerline velocity occurred

    in the poststenotic field. This velocity rapidly decreases when trans ition to turbu lence

    occurred. In the area immediately downstream of the constriction, the mean velocityprofiles exhibited a jet-like response with large velocity gradients. Flow disturbances

    originated in this shear layer for steady upstream flow conditions.

    Ahmed and Giddens [2] studied the pulsatile flow field distal to axisymmetric

    constrictions in a straight tube using laser Doppler anemometry. The upstream cen

    terline velocity waveform was sinusoidal, w ith a Womersley number of 7.5 and a mean

    Reynolds num ber of 600. Stenosis models of 25, 50 and 75% area reduction were used.

    The authors found that a permanent area of poststenotic flow separation did not ex

    ist, even for the severest constriction, in contrast to results for steady flow. Values of

    wall shear stress were greatest near the throat of the constriction and were relatively

    low in the poststenotic region, including that of the most intense flow disturbance.

    In addition, turbulence was found only in the 75% stenosis model and was created

    only during one segment of the cycle. According to their results, in the Reynolds

    roduced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    43/260

    CHA PTER 1. INTRODU CTION 15

    number typical of that found in the human carotid artery, turbulence did not occur

    until the stenosis exceeded 50% in area reduction. For the 25% area reduction th e

    flow was stable throughout with no notable flow disturbances. For the 50% stenosis,

    an organized disturbance was associated with the systolic acceleration phase ; how

    ever, no turbulence was detected, however. For most of the cycle in th e 75% stenosis

    areas of intense turbulence were observed, however, the authors mentioned that more

    moderate constrictions may not, in fact, create a turbu len t flow. They added that

    the effect of pulsatility was to disturb the distal flow somewhat more than steady

    flow. The permanen t recirculation area of steady flow did not exist under pulsatile

    conditions.

    An in vivo demonstration of flow recirculation and turbulence downstream of

    graded stenoses was performed by Hutchison et al. [53], who found that the devel

    opment of post-stenotic turbulence was shown to follow the development of vorticity

    in the shear layer between the je t and the recirculation zone. Also, they showed (in

    lower Reynolds numbers and degree of stenosis) that tru e turbulence did not develop,

    but ra th er a coherent disturbance (vorticity) was manifested by discrete frequency

    velocity oscillations.

    Siouffi et al. [118] discovered a major difference between the pulsatile flow and

    steady flow recirculation zones. Under pulsatile flow, th e recirculation was not isola tedfrom other parts of the flow. The fluid in this zone was swept downstream with

    each cycle. Under steady flow, fluid elements remained in the recirculation zone for

    significantly longer periods of time.

    Numerical analysis

    Lee and Fung [69] were the first to use numerical approach to the problem, simulated

    blood flow through an axisymmetric constriction for Reynolds numbers up to 25.

    Their calculations was done for a low Reynolds number and there was no significantresults, physiologically.

    Deshpande et al. [23] obtained results for much higher Reynolds numbers. For a

    constriction with a 56% area reduction, the Reynolds number results were as high as

    2000. These numerical results concurred reasonably well with experimental results

    roduced with permission of the copyright owner. Further reproduction prohibited withou t permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    44/260

    CHA PTER 1. INTRODUCTION 16

    (Young and Tsai [142]) in terms of pressure drop, and separation and reattachment

    points. Disagreements were a ttributed to difficulties in measuring the separation and

    reattachment points, and to the increasingly three-dimensional nature of the flow as

    the Reynolds number increased.

    Tu et al. [134] studied pulsatile flow through arter ial stenoses using the finite

    element simulation method. According to their results, pulsatile blood flow through

    a stenosis demonstrated that the unsteadiness effect played a very important role on

    measured parameters such as wall shear stress and recirculation length. They found

    that the flow pattern changed remarkably with time; the pressure and wall shear

    stress also showed time dependence. Also, the pressure drop a t the stenosis increased

    with an increase in the Womersley param eter, and the sheax stress on the wall showedthat 1), the maximum value coincided with the maximum flow rate, and 2), the peals

    value was slightly larger for a smaller Womersley number.

    Rosenfeld [110]numerically studied pulsatile flow distal to a constriction. He im

    posed a pulsating incoming flow with a non-vanishing mean at the entrance, and

    investigated the flow field for a wide range of Reynolds and Strouhal 8 numbers

    (45 < Re

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    45/260

    CH APTE R 1. INTRODUCTION 17

    occlusive lesion a t the distal end-to-side anastomosis remains a major cause of pros

    the tic bypass graft failure. Thus for, accura te characterization of anastomotic intim al

    thickening is lacking, however it has been widely accepted that local hemodynamic

    factors, particularly low and oscillatory wall shear, have been shown to correlate with

    regions of intimal thickening.

    Figure 1.5: Geometric configurations for bypass graft.

    Experimental analysis

    Detailed experimental studies of flow in physiological geometries are relatively rare.

    It is generally very difficult to obtain in vivod at a on the instantaneous flow field, and

    most in vitro studies have used injected dye or particle tracking techniques, which

    prec luded th e ex trac tion of useful quanti ta tive information.

    Ojha et al. [87] reported the results of a 3-D experimental study of flow in an

    end-to-side anastomosis model. Evidence was presented that suggested a correlation

    existed between low and fluctuating wall shear stress and intimal hyperplasia.

    They also studied the flow pat tern s in a side-to-end anastomosis [89]. T heir repor ts

    revealed that the intimal hyperplasia at the distal side-to-end anastomosis may be

    promoted by low wall shear stress at th e toe and heel, and probably by high shea r

    roduced with permission of the copyright owner. Further reproduction prohibited withou t permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    46/260

    C H A P T E R !. INTRODUCTION 18

    stress or shear stress gradients on the bed. In addition, they found that th e shear

    stress in the vicinity of the toe for the distal anastomosis wasmuch smaller than that

    observed at the proximal junction where the peak instantaneous value was found to

    be roughly four tim es the normal value.

    Anastomotic intimal hyperplasia was studied by Bassiouny et al. [8]. They con

    cluded th at there axe two different types of anastomotic intimal thickening : su ture

    line thickening related to compliance mismatch and focal geometric deformations that

    result in complex secondary flow patte rns . Arterial floor intimal thickening far from

    the suture line developed in regions of flow reattachment and low oscillating shear.

    White et al. [137] stud ied the flow pat tern s in two models of end-to-side vascular

    graft anastomoses. Effects of pulsatility, flow division, Reynolds number, and hoodlength were considered. They found that strong, three-dimensional helical flow pa t

    terns which formed in the anastomotic junction were prominent features of the flow

    fields. Regions of low wall shear, oscillatory wall shear, and long part icle residence

    tim e were identified from the flow visualization experiments. Comparing with the

    limited qualitative da ta available on in timal thickening in vascular graft anastomoses

    suggests a connection between localization of vascular intimal thickening and those

    surfaces experiencing low shear aswell as long particle residence time.

    Num erical analysis

    Lu et al. [73] simulated steady flow in 2-D end-to-side anastomosis for a variety of

    graft angles, and assumed some outflow through the proximal host artery, based on

    velocity profiles measured via Laser Doppler Anemometry (LDA). High shear stress

    was recorded at the heel and at the bed, and low wall shear stress near the toe in all

    cases.

    Sottiurai et al. [119] reported tha t for the end-to-side configuration anastomotic

    intima l hyperplasia occurred preferentially at the heel and toe of the graft and on the

    bed of th e host vessel. It was postulated that hemodynamic factors such as unphys-

    iological flow structures and/or wall shear stresses promoted intimal hyperplasia in

    the end-to-side anastomosis geometry. A thorough understanding of flow patterns in

    anastomotic geometries was therefore necessary to determine which flow features (if

    roduced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    47/260

    CH APTE R 1. INTRODU CTION 19

    any) influenced the development of intimal hyperplasia.

    Pietrabissa et al. [101] also considered steady flow through a bypass implanted

    around a stenosis in one branch of a symmetric bifurcation, and found that recircu

    lation zones were minimized with a 45 rather than 90 graft angle.

    Henry and Collins [50] investigated unsteady sinusoidal flow in a 3-D end-to-side

    anastomosis model at various graft angles and flow ratios, noting reduced recirculation

    for geometries with shallow graft angles. No wall shear stress data were provided,

    and th e authors conceded tha t their meshes were most likely under-resolved. No

    definitive association was noted between wall shear stress behavior and sites of intimal

    hyperplasia, as both high and low wall shear stress regions were observed at these

    sites throughout the flow cycle.Using a numerical simulation of flow in a two-dimensional end-to-side anastomosis

    model Steinman et al. [122] found that intim al hyperplasia may be correlated to wall

    shear stress over the cardiac-cycle, high wall shear stress gradients, or a combination

    of the two.

    Fei et al. [30] investigated flow pa tte rns in distal end-to-side anastomosis using a

    steady-flow, three-dimensional numerical model. The results, presented for the center-

    line plane only, indicated that areas associated with intimal hyperplasia experienced

    flow separation and stagnation, and therefore subsequent low shear stress.Th e effect of wall distensibility for unsteady flow in a two-dimensional end-to-side

    anastomosis was studied numerically by Steinman et al. [124]. Flow was simulated in

    a 2-D end-to-side anastomosis model with a 45 degree graft angle, equal graft/host

    artery channel heights, and full occlusion at the proximal end of the host artery.

    Using a finite element method in th eir simulation th e total execution times for rigid

    simulations were 3 to 4 hours on a Sim SPARC2 workstation, and 7 to 8 hours

    for distensible-walled simulations. They concluded that it was more im po rtant to

    accurately m odel the geometry and flow waveform than it was to include distensibility,

    such as exte nt of secondary flows, par ticle residence times, etc.

    Zhang et al. [148] used a solver for the 3-D unsteady incompressible Navier-S tokes

    equations to sim ulate blood flow in an end-to-side anastomosis. Fully-developed ve

    locity profiles were specified at the graft inlet, a traction-free condition was imposed

    roduced with permission of the copyright owner. Furthe r reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    48/260

    CHA PTER 1. INTRODUC TION 20

    on the artery outlet, and the proximal portion of the artery was assumed to be fully

    occluded. They observed maximum shear stress on the bed of the host artery down

    stream of the stagnation point. Low shear stress was seen on the bed of the host

    artery upstream of the site of maximum shear (in sinus of the hood) distal to the

    graft toe. They concluded th at the development of intimal hyperplasia correlated

    with low mean shear stress in conjunction with a highly oscillatory stress pattern.

    Numerical analysis of steady flow in an aorto-coronary bypass 3-D model was

    studied by Inzoli et al. [55]. Their results confirmed the sensitiv ity of flow behavior

    to the models geometrical parameters, and stressed the importance of reproducing

    the anastomosis junction as closely as possible in order to evaluate the effective shear

    stress distribution.

    Hofer et al. [51] studied wall mechanics and fluid dynamics in end-to-side anasto

    moses and their correlation to intimal hyperplasia. The numerical results on the flow

    pattern s revealed strongly skewed axial velocity profiles downstream of the junction,

    a large secondary motion, as well as flow separation and recirculation on the artery

    floor opposite the junction and at the in ner wall downstream of the toe. In these

    regions, a correlation was observed between the time-averaged fluid wall shear stress

    and intimal thickening found in th e animal experimental model.

    1.4 .3 Carotid A rtery B ifurcat ion (CA B)

    A human artery that has received much attention is the carotid artery bifurcation

    (CAB), in which atherosclerotic lesions are frequently observed. Atherosclerosis in

    this region is the major cause of transient ischemic attacks which may result from a

    reduction in blood flow due to narrowing of the arterial lumen, but are most often

    caused by thrombus 9 or emboli 10. By encouraging the aggregation of plate lets,

    atherosclerotic plaques promote the development of emboli or thrombi. Ischemic

    attacks are more common in men, and the prevalence increases with age, meaning

    9A thrombus is a blood clot, an aggregation of platelets and fibrin formed in response either toan atherosclerotic lesion or to vessel injury.

    10An emboli is any traveling obstruction, commonly a platelet aggregate, dislodged from a p laquebut also potentially a bubble of gas transported through the vasculature until it lodges in and blocksa vessel.

    roduced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    49/260

    CHAPTER L INTRODU CTION 21

    that around age 60 the gender difference begin to disappear. In one study of 909

    men and women aged 40 to 79 years, atherosclerotic lesions were detected in 47.8%

    of the men and 36.3% of the women [61]. Another study of 1350 men and women

    aged 18 to 99 years reported the global prevalence rate of carotid atherosclerosis to

    be approximately 25%. However, the rates were much lower for those aged 39 or less

    than for those older than 39 [103]. Hemodynamic phenomena are considered to be

    among the possible initiating factors in atherogenesis. A brief review of investigations

    this phenomena are given as follows.

    Experimen tal analysis

    Bharadvaj et al. [10] carried out an experimental study on steady flow in the CAB

    and found complex axial and secondary flow patterns. Comparing the flow field in the

    model bifurcation with the sites of atherosclerotic involvement their results indicated

    that areas of predilection for disease coincided with regions of flow or reversed axial

    flow and low or oscillatory shear stress.

    In his study, Olson [91] concluded that the flow phenomena occurring in the

    daughter branches of a symmetrical bifurcation originated mainly from curvature

    effects.

    Ku and Giddens [66] investigated flow behavior under physiological flow conditions. Hydrogen-bubble visualizations showed tha t during systolic accele ration, a low

    shear region was formed at the non-divider side of the carotid sinus 11. This region

    extended during the systolic deceleration. At the onset of diastole, a small vortex was

    observed at the edge of th e low shear region near the divider wall. The same authors

    performed LDA experiments in a three-dimensional model of th e carotid bifurcation.

    The flow behavior in mildly stenosed carotid artery bifurcations (less than 25%

    area reduction) has been less intensively investigated. Van de Vosse et al. [135] com

    puted the velocity field in a two-dimensional model of the carotid artery bifurcation

    under pulsatile flow. They compared two-dimensional axial velocity profiles in the

    bifurcation. The effect of the geometry variation on the ax ial velocity profiles and

    11A dilatation of the proximal portion of the internal carotid or distal portion of the commoncarotid artery, containing in its wall, prereceptors that are stimulated by changes in blood pressure.

    roduced with permission of the copyright owner. Further reproduction prohibited without permission.

  • 8/10/2019 Phd-diss-Pulsatile Laminar and Turbulent Blood Flow Simulation in Large Stenosed Arteries and Stenosed Carotid A

    50/260

    CHA PTER 1. INTRODU CTION 22

    the wall shear stress appeared to be relatively small.

    Palmen [92] et al. studied hydrogen-bubble visualization experiments in Plexi

    glass models of a non-stenosed and a 25% stenosed carotid artery bifurcation. The

    experiments showed that vortex formation occurred symmetrically at the onset of

    diastole. This vortex formation was found in a shear layer located a t the interface of

    an axea with low shear rates at the flow divider wall. Comparisons of the hydrogen

    bubble profiles in th e 0% and 25% stenosed models showed th at th e stenosis only

    slightly changed th e global flow phenomena. However, striking differences were found

    in the stability of the shear layer. In the same study, the effect of the shape of the

    flow pulse was also investigated. The shape of the flow pulse had a significant impact

    on the velocity field.Palm en [93] applied LDA to show th at significant differences existed between th e

    flow field in a non-stenosed carotid artery bifurcation and a mildly stenosed one. The

    stability of the shear layer and the area of flow reversal were affected by the stenosis

    in the sinus. Analysis of the velocity signals in the temporal and frequency domain

    provided promising parameters to characterize the presence of the stenosis.

    Num erical analysis

    Numerical studies of steady and pulsatile models were carried out in recent yearsin hea lthy carotid arteries. Siouffl et al. [118] studied the effect of unstead iness on

    the flow through bifurcations with rectangular cross sections. Com paring between

    steady and unsteady velocity profiles by using flow visualization, the specific effect

    of unsteadiness was brought to