Investigation on the Dynamics of Flexible Filaments in Viscous Fluid
Date
2020
Authors
Kanchan, Mithun Vijay.
Journal Title
Journal ISSN
Volume Title
Publisher
National Institute of Technology Karnataka, Surathkal
Abstract
Many chemical and biological systems have applications involving fluid-structure
interaction (FSI) of flexible filaments in viscous fluid. The dynamics of single and multiple
filament interaction is of interest to engineers and biologists working in the area of DNA
fragmentation, protein synthesis, polymer segmentation etc. Some other important
applications involve mixing enhancement, fluid pumping, flow rate control and drug
delivery. The FSI simulations related to these applications are challenging to numerically
implement. In this direction, techniques like immersed boundary method (IBM) have
proved to be quite successful. In the present study, two-dimensional computational models
based on finite volume immersed boundary method is developed in order to understand the
dynamics and interaction of flexible filaments in different fluid flow conditions like
uniform flow, shear flow and oscillatory flow. However, in order to familiarize with the
implementation of immersed boundary method, a preliminary work is done to study the
fluid flow behaviour in straight and wavy rigid walled channels by modelling the walls as
immersed boundaries.
In the preliminary study, the continuity and Navier-Stokes equations governing the
flow are solved by fractional step based finite volume method on a staggered Cartesian
grid system. Fluid variables are described by Eulerian co-ordinates and solid boundary by
Lagrangian co-ordinates. A four-point Dirac delta function is used to couple both the coordinate variables. A momentum forcing term is added to the Navier-Stokes equation in
order to impose the no-slip boundary condition on the rigid wavy wall. A computer code
is developed to perform numerical simulations. Parametric study is carried out to analyse
passive mixing effects and fluid flow characteristics by varying amplitude and wavelength
of wavy wall configurations for different Reynolds number. Configurations of wavy walls
having larger amplitude (A = 0.14) and intermediate wavelength (WL = 1.0) are preferred.
From this work, it is evident that incorporating rigid wavy walled passive modulators prove
to be good and robust method for enhancing mixing in bio-medical devices. The
preliminary computational model is extended by modelling flexible filament with
additional structural forces like stretching/compression and bending. The fractional stepviii
method is also replaced by SIMPLE algorithm to solve the fluid velocity and pressure terms
of the governing equations. With the help of this extended model, simulations are carried
out in various phases depending on the interaction of flexible filament with incoming fluid
under different channel flow conditions.
In the first phase, the flexible filament is modelled as diatom chain interacting in
oceanic shear flow. The computational model is first verified with the deformation study
of a tethered flexible filament in uniform fluid flow. Next, the shape deformations for
flexible filament placed freely in shear flow are compared with the studies of previous
researchers. Finally, the present results are validated with Jeffery’s equation for particles
immersed in shear flow along with classification plot for filament orbit regimes. All of
these comparisons provide a reasonable validity for the present model. The effect of
bending rigidity and shear rate on the deformation and migration characteristics is
ascertained with the help of parametric studies. A non-dimensional parameter called
viscous flow forcing value (VFF) is calculated to quantify the parametric results. An
optimum VFF value is determined which indicates the transition of filaments exhibiting
either a recuperative (regaining original shape past deformation) or non-recuperative
(permanently deformed) behaviour. The present model is thus successful in capturing fluid
motion, buckling, shape recurrences and recuperation dynamics of diatom chains subjected
to shear flow.
In the second phase, two cases of oscillatory flow conditions are used with the
flexible filament tethered at the centre of bottom channel wall. The first case is sinusoidal
oscillatory flow with phase shift (SOFPS) and second case is sinusoidal oscillatory flow
without phase shift (SOF). The simulation results are validated with filament dynamics
studies of previous researchers. Further, parametric analysis is carried to study the effect
of filament length, filament bending rigidity and Reynolds number on the complex
deformation and behaviour of flexible filament interacting with nearby oscillating fluid
motion. It is found that selection of right filament length and bending rigidity is crucial for
fluid mixing scenarios. The phase shift in fluid motion is also found to critically effect
filament displacement dynamics especially for rigid filaments. Symmetric deformation isix
observed for filaments subjected to SOFPS condition irrespective of bending rigidity
whereas medium and low rigidity filaments placed in SOF condition show severe
asymmetric behaviour. Two key findings of this study are - 1) Symmetric filament
conformity without appreciable bending produces sweeping motion in fluid flow which is
highly suited for mixing application and 2) Asymmetric behaviour shown by the filament
depicts antiplectic metachronism commonly found in beating cilia. As a result, it is possible
to pin point the type of fluid motion governing fluid mixing and fluid pumping.
In the third phase, two-dimensional numerical simulation of flexible membrane
fixed at two end points and subjected to uniform fluid flow is carried out at low Reynolds
number in a rectangular channel. The model is validated using previous research work and
numerical simulations are carried out for different parametric test cases. Different
membrane conformations or mode shapes are observed due to the complex interplay
between the hydrodynamics and structural elastic forces. Since the membrane undergoes
deformation with respect to inlet fluid conditions, a variation in flow rate past the flexible
structure is confirmed. It is found that, by changing the membrane length, bending rigidity
and its initial position in the channel, flow rate can be controlled. Also, for membranes that
are placed at the channel mid-plane undergoing self-excited oscillations there exists a
critical dimensionless membrane length condition L > =1.0 that governs this behaviour.
Also, an artificial neural network (ANN) model is developed that successfully predicts
flow rate in the channel for different membrane parameters.
Finally, the dynamics and mutual interaction of two flexible filaments placed sideby-side in shear flow is studied. Viscous flow forcing value (VFF) and fractional
contraction terms are incorporated so as to effectively categorize filament motion into
various deformation regimes. A detailed analysis is carried out to study the effects of
tumbling motion on the filament migration and recuperative aspects. Also, an artificial
neural network (ANN) model is developed from the immersed boundary simulation results
to predict tumbling counts for different filament parameters.
Description
Keywords
Department of Mechanical Engineering, Artificial neural networks, Finite volume method, Immersed boundary method, Low Reynolds number, Viscous flow forcing, SIMPLE algorithm