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Flow dynamics in corrugated pipes: Effect on particle agglomeration
KTH, School of Engineering Sciences (SCI), Engineering Mechanics, Fluid Mechanics and Engineering Acoustics, Theoretical and Applied Mechanics. (KTH CCGEx)
2020 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

In recent times, the deleterious impact of particulate emissions from road vehicles on the well-being of humans has garnered a significant amount ofattention. Regulatory bodies have enacted legislation in order to counter act particulate emissions. In order to meet the proposed legislative requirementsthe engineers have to come up with a suitable after treatment treatment technology. It has been understood that typically the emitted particles are distributed such that the particles largest in terms of number are the smallest in size. Recent legislations have increasingly emphasized controlling boththe particle mass and number of the emissions. The present thesis employs a numerical approach in order to study the transport of particles in an exhaust flow. A particle agglomeration concept is considered as a means to shift the particle size distribution. In order to increase the likelihood of interactionbetween the particles the host gas is manipulated in such a way that it successively accelerates and decelerates.As a starting point a 1D model is considered. Extensive parameter studies are performed in order to determine the appropriate flow characteristics,which promote particle grouping. The term grouping refers to particles moving together in a group or a cluster, thereby increasing the likelihood foragglomerating with one another. It is revealed that higher pulse frequency and geometric wavelength promotes particle grouping. A comparison between different pulse shapes highlighted that smoother pulse shapes are marginally better for particle grouping. Finally, it is observed that an idealized sinusoidalpulse form underestimated the extent of particle grouping when compared to an actual engine pulse.In the next step, a 3D computational fluid dynamics (CFD) study is performed on an idealized axi-symmetric sinusoidal pipe-like geometry. The geometrical parameters of the geometry are based on the earlier completed 1D study. Firstly, for a continuous inlet flow scenario the observed flow structures are highlighted. Proper orthogonal decomposition (POD) revealed that for a geometry with a sufficiently large maximum cross sectional diameteran asymmetric oscillatory mode is present. This mode is caused by the dynamics of the recirculation bubble and the shear layer. In a geometry witha much smaller maximum cross sectional diameter only axial modes driven by the shear layer are observed. In the case of pulsatile inflow conditions an additional axial mode, driven by the pulsation frequency, is observed on top of the earlier observed asymmetric oscillatory mode. Particles are later added into this geometry and it is observed that most of the particles have a small residence time within the geometry under both continuous and pulsatile inflow conditions. This is attributed to the narrow recirculation regions within the idealized pipe-like geometry. A second geometry that is utilized in this study is the experimental corrugated pipe-like geometry. Particles are injected again under continuous andpulsatile inflow conditions for this geometry. Earlier experimental work on this experimental pipe prototype revealed that there is no significant difference in the particle distribution obtained using a straight pipe and an experimental pipe prototype. The numerical study conducted revealed that despite the presence of large recirculation zones, within the cavities of the pipe, most of the particles tended to pass through contracted regions of the pipe without entering the recirculation zones.

Place, publisher, year, edition, pages
Stockholm: KTH Royal Institute of Technology, 2020. , p. 113
Series
TRITA-SCI-FOU ; 2020:29
National Category
Fluid Mechanics
Research subject
Engineering Mechanics
Identifiers
URN: urn:nbn:se:kth:diva-283350ISBN: 978-91-7873-646-1 (print)OAI: oai:DiVA.org:kth-283350DiVA, id: diva2:1473573
Public defence
2020-10-23, Kollegiesalen, Live-streaming https://kth-se.zoom.us/j/61389372809 If you lack computer or computerskills, contact Mihai Mihaescu, mihai@mech.kth.se, Brinellvägen 8, Stockholm, 10:00 (English)
Opponent
Supervisors
Note

QC 201007

Available from: 2020-10-07 Created: 2020-10-06 Last updated: 2025-02-09Bibliographically approved
List of papers
1. Particle Number Reduction in Automotive Exhausts by Controlled Grouping
Open this publication in new window or tab >>Particle Number Reduction in Automotive Exhausts by Controlled Grouping
2018 (English)Conference paper, Published paper (Refereed)
Abstract [en]

Particulate emissions from internal combustion engines is a well-known issue with direct implications on air quality and human health. Recently there is an increased concern about the high number of ultrafine particles emitted from modern engines. Here we explore a concept for grouping these particles, reducing their total number and shifting the relative size distribution towards fewer larger particles. Particles having a non-zero relaxation time may be manipulated to yield regions of high particle concentration, accommodating agglomeration, when introduced into an oscillating flow field. The oscillating flow field is given by simple periodic geometrical changes of the exhaust pipe itself. It is discussed how the shape of these geometrical changes and also the engine pulses effect the grouping behavior for different size particles, including when Brownian motion becomes relevant. Simulations are performed using a bespoke 1D-model sufficient for the basic parameter studies of the concept given here. 

Place, publisher, year, edition, pages
SAE International, 2018
Keywords
Exhaust gases, particle agglomeration, Air quality, Brownian movement, Automotive exhaust, particle size, Ultra-fine particles, Oscillating flow
National Category
Mechanical Engineering
Research subject
Engineering Mechanics
Identifiers
urn:nbn:se:kth:diva-227477 (URN)10.4271/2018-01-0330 (DOI)2-s2.0-85045519854 (Scopus ID)
Conference
WCX SAE World Congress
Note

QC 20180516

Available from: 2018-05-16 Created: 2018-05-16 Last updated: 2024-03-18Bibliographically approved
2. Turbulent flow mechanisms in axially corrugated geometries
Open this publication in new window or tab >>Turbulent flow mechanisms in axially corrugated geometries
(English)In: Article in journal (Refereed) Submitted
Abstract [en]

In this study the impact of geometrical expansion on the intrinsic flow structures of corrugated-pipe like geometries is numerically investigated. Two axisymmetric geometrieswith wavy-walls are taken under consideration. The geometries have the same geometric wavelength but differ in their respective corrugation amplitude and mean hydraulic diameter. A Large Eddy Simulation (LES) approach is used to numerically simulate a 3D,incompressible, non pulsatile and turbulent gas flow. Firstly, a solver validation study is performed using experimental data for the periodic hill benchmark case (data set available at http://qnet-ercoftac.cfms.org.uk/w/index.php/Abstr:2D\_Periodic_Hill_Flow). This is followed by a grid resolution study in order to determine an appropriate mesh size. A comparison between the flow profiles and coherent structures as calculated for the two geometries is made. The coherent flow structures are exposedusing a Proper Orthogonal Decomposition (POD) approach and spectral analysis. The POD analysis revealed an asymmetric oscillatory mode for the geometry with the larger mean hydraulic diameter. A similar analysis highlighted axial modes for the geometry withthe smaller mean hydraulic diameter. Subsequent spectral analysis revealed that up to a certain frequency the strongest spectral content appeared in the expansion regions, en-compassing the shear-layer/recirculation bubble, of the geometry. Beyond that frequency the strongest spectral content appeared in a confined region within the shear-layer. For the geometry with larger mean hydraulic diameter the distinguishing frequency was determined to be 500Hz. In the case of the geometry with the smaller mean hydraulic diameter this frequency increased to 1500Hz. Frequency content lower than 100Hz is governed by the dynamics of recirculation bubble whereas higher frequency content is governed by the dynamics of the induced shear-layer.

National Category
Fluid Mechanics
Research subject
Engineering Mechanics
Identifiers
urn:nbn:se:kth:diva-283200 (URN)
Note

QC 20201009

Available from: 2020-10-05 Created: 2020-10-05 Last updated: 2025-02-09Bibliographically approved
3. Study of pulsating flows inside an axially corrugated geometry
Open this publication in new window or tab >>Study of pulsating flows inside an axially corrugated geometry
(English)In: Journal of Fluids Engineering, ISSN 0098-2202, E-ISSN 1528-901XArticle in journal (Refereed) Submitted
Abstract [en]

In this study the influence of flow pulsations on the intrinsic flow structures found within corrugated-pipe like geometries is explored numerically. An axisymmetric geometry with wavy-walls is taken under consideration. Two different pulsatile inlet conditions are considered which consist of sinusoidal pulse form and a distinct pulsation frequency: 80Hzand 160Hz. The 3D, incompressible and turbulent gas flow is simulated using a Large Eddy Simulation (LES) methodology with a wall adapting local eddy viscosity (WALE) subgrid scale (SGS) model. A solver validation study is firstly presented based on the Direct Numerical Simulation (DNS) data of the wavy-wall benchmark case (data set available at http://cfd.mace.manchester.ac.uk/ercoftac/database/cases/case77/Case_data/). A subsequent grid resolution study is completed in in order to determinean appropriate mesh size. This is followed by a comparison between the flow profiles and coherent structures for the pulsatile flow under consideration. The coherent flow structures are exposed using a Proper Orthogonal Decomposition (POD) approach and spectral analysis. The appearance of an axial mode is highlighted. Spectral analysis indicates that this particular flow mode is driven by the flow pulsations. Furthermore, an asymmetric oscillatory mode is highlighted using the POD approach. Spectral analysis revealed that up to 500Hz the most dominant spectral content appeared in the expansion regions, enveloping the shear-layer/recirculation bubble, of the geometry. Increasing beyond 500Hz the strongest spectral content appeared inside a narrow, confined region within the shear-layer.

National Category
Fluid Mechanics
Identifiers
urn:nbn:se:kth:diva-283202 (URN)
Note

QC 20201007

Available from: 2020-10-05 Created: 2020-10-05 Last updated: 2025-02-09Bibliographically approved
4. Particle behavior in a turbulent flow within an axially corrugated geometry
Open this publication in new window or tab >>Particle behavior in a turbulent flow within an axially corrugated geometry
(English)In: Article in journal (Refereed) Submitted
Abstract [en]

In this numerical study particle behavior inside a sinusoidal pipe geometry is analyzed. The 3D geometry consistsof three identical modules, with a periodic boundary condition applied to the flow in the stream wise direction. The incompressible, turbulent gas flow is modeled using a Large Eddy Simulation (LES) approach. Furthermore, the particle dynamics are simulated using a Lagrangian point force approach incorporating the Stokes drag and slip correction factor. Four different  size of particles are considered along with two different inflow conditions: continuous and pulsatile.The pulsatile inflow has an associated flow frequency of 80Hz . The solver has been validated using the backward facing step benchmark case and experimental data. The sensitivity of the predicted fluid flow solution by the CFD to the chosen computational grid resolution has been assessed through a grid resolution study for the sinusoidal pipe geometry. The first and second order streamwise velocity moments of the continuous inflow scenario are firstly highlighted. This is followed by the calculated phase locked first and second order streamwise velocity moments for the pulsatile inflow scenario. The fluid flow through the sinusoidal pipe is characterized by weak flow separation in the expansion zones of the sinusoidal pipe geometry, where induced shear layers and weak recirculation zones are identified. Particle behavior under the two inflow conditions is quantified using particle dispersion, particle residence time and average radial position of the particle. No discernible difference in the particle behavior is observed between the two inflow conditions. As the size of the particles considered is small, the particles follow the flow streamlines.The recirculation zones within the cavities of the expansion section of the geometry are weak. Thus, the particles do not reside in the computational domain for a long duration of time. This in turn reduces the likelihood of particles to agglomerate within the recirculation flow regions.

National Category
Fluid Mechanics
Identifiers
urn:nbn:se:kth:diva-283205 (URN)
Note

QC 20201009

Available from: 2020-10-05 Created: 2020-10-05 Last updated: 2025-02-09Bibliographically approved
5. Study of spatial distribution of particles within a particle agglomeration prototype pipe
Open this publication in new window or tab >>Study of spatial distribution of particles within a particle agglomeration prototype pipe
2021 (English)Conference paper, Published paper (Refereed)
Abstract [en]

The hazardous impact of particulate emissions from internal combustion engines on human health and the environment is well known. One possible approach to curtail these emissions is to shift the particle number distribution by agglomeration. The agglomeration process will result in larger sized particles, in turn easier to filter out.The present study considers flow manipulation as a possible mean to achieve particle agglomeration. A corrugated pipe consisting of successive expansion and contraction regions based on a previously proposed 1-D model for periodic grouping is utilized under continuous and pulsatile inflow conditions. An experimental study on this pipe has already been reported, forming the base for and providing boundary conditions to the numerical simulations using the Large Eddy Simulations approach. The particle dynamics are modeled via Lagrangian particle tracking considering mono-dispersed case setups of three different particles of sizes: 1μm, 800nm and 400 nm. The residence time and radial distribution of theparticles under different inflow conditions are reported. Generally, the particles tend to reside within the computational domain for a short amount of time and thus less likely to interact with other particles. Furthermore, it is observed that particles are less prone to reach the recirculation zones formed in the cavities of the expansion region. Particle behavior under a pulsatile flow is slightly more favorable than a continuous flow scenario, a result due to the flow pulsations leading to formation of a back flow forcing the particles back into the observed recirculation zones.

National Category
Fluid Mechanics
Research subject
Engineering Mechanics
Identifiers
urn:nbn:se:kth:diva-283206 (URN)
Conference
SAE WCX 2021
Note

QC 20201016

Available from: 2020-10-05 Created: 2020-10-05 Last updated: 2025-02-09Bibliographically approved

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