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A transaction model for environmental resource dependent Cyber-Physical SystemsZhu, Huang January 1900 (has links)
Doctor of Philosophy / Department of Computing and Information Sciences / Gurdip Singh / Cyber-Physical Systems (CPSs) represent the next-generation systems characterized by strong coupling of computing, sensing, communication, and control technologies. They have the potential to transform our world with more intelligent and efficient systems, such as Smart Home, Intelligent Transportation System, Energy-Aware Building, Smart Power Grid, and Surgical Robot. A CPS is composed of a computational and a physical subsystem. The computational subsystem monitors, coordinates and controls operations of the physical subsystem to create desired physical effects, while the physical subsystem performs physical operations and gives feedback to the computational subsystem.
This dissertation contributes to the research of CPSs by proposing a new transaction model for Environmental Resource Dependent Cyber-Physical Systems (ERDCPSs). The physical operations of such type of CPSs rely on environmental resources, and they are commonly seen in areas such as transportation and manufacturing. For example, an autonomous car views road segments as resources to make movements and a warehouse robot views storage spaces as resources to fetch and place goods. The operating environment of such CPSs, CPS Network, contains multiple CPS entities that share common environmental resources and interact with each other through usages of these resources.
We model physical operations of an ERDCPS as a set of transactions of different types that achieve different goals, and each transaction consists of a sequence of actions. A transaction or an action may require environmental resources for its operations, and the usage of an environmental resource is precise in both time and space. Moreover, a successful execution of a transaction or an action requires exclusive access to certain resources.
Transactions from different CPS entities of a CPS Network constitute a schedule. Since environmental resources are shared, transactions in the schedule may have conflicts in using these resources. A schedule must remain consistent to avoid unexpected consequences caused by resource usage conflicts between transactions. A two-phase commit algorithm is proposed to process transactions. In the pre-commit phase, a transaction is scheduled by reserving usage times of required resources, and potential conflicts are detected and resolved using different strategies, such as Win-Lose, Win-Win, and Transaction Preemption. Two general algorithms are presented to process transactions in the pre-commit phase for both centralized and distributed resource management environments. In the commit phase, a transaction is executed using reserved resources. An exception occurs when the real-time resource usage is different from what has been predicted. By doing internal and external check before a scheduled transaction is executed, exceptions can be detected and handled properly.
A simulation platform (CPSNET) is developed to simulate the transaction model. The simulation platform simulates a CPS Network, where different CPS entities coordinate resource usages of their transactions through a Communication Network. Depending on the resource management environment, a Resource Server may exist in the CPS Network to manage resource usages of all CPS entities. The simulation platform is highly configurable and configuration of the simulation environment, CPS entities and two-phase commit algorithm are supported. Moreover, various statistical information and operation logs are provided to monitor and evaluate the platform itself and the transaction model. Seven groups of simulation experiments are carried out to verify the simulation platform and the transaction model. Simulation results show that the platform is capable of simulating a large load of CPS entities and transactions, and entities and components perform their functions correctly with respect to the processing of transactions. The two-phase commit algorithm is evaluated, and the results show that, compared with traditional cases where no conflict resolving is applied or a conflicting transaction is directly aborted, the proposed conflict resolving strategies improve the schedule productivity by allowing more transactions to be executed and the scheduling throughput by maintaining a higher concurrency level.
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On two-phase flow models for cell motilityKimpton, Laura Saranne January 2013 (has links)
The ability of cells to move through their environment and spread on surfaces is fundamental to a host of biological processes; including wound healing, growth and immune surveillance. Controlling cell motion has wide-ranging potential for medical applications; including prevention of cancer metastasis and improved colonisation of clinical implants. The relevance of the topic coupled with the naturally arising interplay of biomechanical and biochemical mechanisms that control cell motility make it an exciting problem for mathematical modellers. Two-phase flow models have been widely used in the literature to model cell motility; however, little is known about the mathematical properties of this framework. The majority of this thesis is dedicated to improving our understanding of the two-phase flow framework. We first present the simplest biologically plausible two-phase model for a cell crawling on a flat surface. Stability analyses and a numerical study reveal a number of features relevant to modelling cell motility. That these features are present in such a stripped-down two-phase flow model is notable. We then proceed to investigate how these features are altered in a series of generalisations to the minimal model. We consider the effect of membrane-regulated polymerization of the cell's actin network, the effect of describing the network as viscoelastic, and the effect of explicitly modelling myosin, which drives contraction of the actin network. Validation of hydrodynamical models for cell crawling and spreading requires data on cell shape. The latter part of the thesis develops an image processing routine for extracting the three-dimensional shape of cells settling on a flat surface from confocal microscopy data. Models for cell and droplet settling available in the literature are reviewed and we demonstrate how these could be compared to our cell data. Finally, we summarise the key results and highlight directions for future work.
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An experimental study of an inherently-safe, natural circulating, flash-tube type system for a nuclear reactor steam supply conceptLoubser, Karl Albie 12 1900 (has links)
Thesis (MEng) -- Stellenbosch University, 2014. / ENGLISH ABSTRACT: This project investigates aspects of a novel inherently safe nuclear power steam
supply system as safety is of paramount importance. The system envisaged has
unique features namely: a) a two-phase flow flash-tube type natural circulating
primary loop (also the secondary radioactive particle containment); b) a twophase
flow thermosyphon heat pipe type heat exchanger secondary loop is
used to transfer heat from the primary loop to the steam generators, thereby
physically separating the two flow streams from one another; c) a natural
convection air cooled condenser for the removal of the reactor’s residual heat;
d) a unique core using TRISO type fuel (acting as the primary radioactive
particle containment) with life of at least 8.9 years; e) a steel containment vessel
acting as a tertiary radioactive product containment; f) a concrete containing
structure with air vents to allow air to pass over the main steel containment
vessel for cooling purposes in the case of an emergency, and for the removal of
parasitic heat during operation.
In particular the primary and secondary loops of the proposed system are
investigated. This is done by design, construction and testing of a small scale
experimental set-up of the primary and secondary loops as well as the development
of theoretical models for the two loops. A literature survey focusing on
nuclear technology, thermosyphon loops, natural circulating loop instabilities,
heat pipes, and two-phase flow modelling is presented to give a brief overview
of the technologies as well as tools used in the work undertaken.
Observations of the inside flow behaviour of the primary loop experimental
set-up were made possible by windows providing many insights into the inner
workings, such as plume formation and geysering. The transient response of
the secondary heat pipe loop start-up is also investigated.
A thermal resistance theoretical model was developed for the secondary
loop using heat transfer formulae from theory as well as experimentally semiempirical
correlated formula. Different states of operation of the secondary
loop were observed during testing with the theoretical model of the condensing regime correlating well, two-phase regime correlating acceptably and liquid
regime correlating poorly to experimental results and thus were modelled using
an experimentally determined overall heat transfer coefficient. The secondary
loop model of the liquid regime is coupled with the primary loop theoretical
model to predict the system’s performance.
A homogeneous, one-dimensional, simple theoretical model for the primary
loop was derived and computer simulated. The results did not compare well
with experimental results for single phase flow and failed to capture the onset
of two-phase flow. The assumptions of one dimensional model with a unidirectional
flow, a hydrostatic pressure problem, a constant volumetric flow rate
and the inability of the implementation of the code to handle expansion are
noted as some of the flaws in the theoretical model.
The following recommendations are made: a more advanced design of the
pressuriser should be incorporated into the experiment; the secondary loop’s
theoretical model should be characterised under a broader set of operating
conditions; the computer program can be used as the basis for further research
and implementation of alternative solution algorithms and models. / AFRIKKANSE OPSOMMING: Hierdie projek ondersoek aspekte van ’n ongewone, essensieel veilige kernkrag
stoomtoevoer-stelsel, omdat veiligheid van kardinale belang is. Die stelsel wat
voorgestel is, het unieke eienskappe, naamlik: a) ’n twee-fasevloei flits-buistipe
natuurlik sirkulerende primêre lus (wat ook die sekondêre inperking van
radioaktiewe materiaal bevat); b) ’n twee-fasevloei termo-heweleffek sekondêre
lus hitte-pyp hitte-uitruiler word gebruik om die hitte vanaf die primêre lus
oor te dra na die stoomkragopwekkers en daardeur word die twee strome se
vloei fisies geskei van mekaar; c) ’n natuurlike konveksie lugverkoelde kondensor
word gebruik vir die verwydering van die reaktors se oortollige hitte; d) ’n
unieke kern gebruik TRISO-tipe brandstof (wat as die primêre inperking van
radioaktiewe materiaal optree) met ’n lewe van minstens 8.9 jaar; e) ’n inperkingshouer
van staal wat optree as ’n tersiêre radioaktiewe produkhouer; f) ’n
betonstruktuur met lugventilasie om toe te laat dat lug oor die hoof staalhouer
vloei vir verkoeling in ’n noodgeval, en vir die verwydering van parasitiese hitte
tydens werking.
Hoofsaaklik word die primêre en sekondêre lusse van die voorgestelde stelsel
ondersoek. Dit word gedoen deur die ontwerp, konstruksie en die toets
van ’n eksperimentele opstelling van die primêre en sekondêre lusse op klein
skaal, sowel as die ontwikkeling van teoretiese modelle vir die twee lusse. ’n Literatuurstudie
wat fokus op kerntegnologie, termo-heweleffeklusse, natuurlik
sirkulerende lus instabiliteit, hitte-pype, en twee-fase vloeimodellering word
aangebied om ’n kort oorsig te gee van die tegnologie, sowel as gereedskap
gebruik in die werk wat onderneem is.
Om die interne vloeigedrag van die primêre lus se eksperimentele opstelling
waar te neem, word daar gebruik gemaak van vensters wat dien as ’n manier
om die innerlike werking van die proses soos pluimvorming en die kook van die water in die warmwaterkolom te toon. Die oorgangsreaksie van die sekondêre
hittepyplus aanvangs is ook ondersoek.
’n Teoretiese termiese weerstandmodel is ontwikkel vir die sekondêre lus
met behulp van hitte-oordragformules waarvoor hitte-oordragteorie gebruik
is, wat met eksperimentele semi-empiriese formules gekorreleer is. Verskillende
toestande van die sekondêre lus se werking is waargeneem gedurende die toetse.
Die teoretiese model het goed met die kondensasiestaat gekorreleer, terwyl by
die twee-fasewerkswyse aanvaarbare korrellasies aangetref is en die uiteindelike
vloeitoestand swakker gekorrelleer het met eksperimentele resultate en dus
gemodelleer is met behulp van die NTU-effektiwiteitsmetode. Die sekondêre
lusmodel van die vloeistoftoestand is gekoppel met die primêre lus teoretiese
model om die werking van die stelsels te voorspel.
’n Homogene een-dimensionele eenvoudige teoretiese model van die primêre
lus is afgelei en ’n rekenaar simulasie is uitgevoer. Die resultate vergelyk nie
goed met die eksperimentele resultate vir enkelfasevloei en kon nie die aanvang
van twee-fasevloei beskryf nie. Die aannemings van ’n een-dimensionele
model met eenrigting vloei, ’n hidrostatiese druk probleem, ’n konstant volumetries
vloeitempo en die onvermoë van die implementering van die kode
om uitbreiding te hanteer is bekend as ’n paar van die foute in die teoretiese
model.
Die volgende aanbevelings word gemaak: ’n meer gevorderde ontwerp van
drukreëlaar moet in die eksperiment ingesluit word; die sekondêre lus se teoretiese
model moet gekenmerk word onder ’n wyer stel bedryfsomstandighede,
en die rekenaar program kan gebruik word as die basis vir verdere navorsing
en die implementering van alternatiewe algoritmes en modelle.
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A numerical study of two-fluid models for dispersed two-phase flowGuðmundsson, Reynir Leví January 2005 (has links)
<p>In this thesis the two-fluid (Eulerian/Eulerian) formulation for dispersed two-phase flow is considered. Closure laws are needed for this type of models. We investigate both empirically based relations, which we refer to as a nongranular model, and relations obtained from kinetic theory of dense gases, which we refer to as a granular model. For the granular model, a granular temperature is introduced, similar to thermodynamic temperature. It is often assumed that the granular energy is in a steady state, such that an algebraic granular model is obtained. </p><p>The inviscid non-granular model in one space dimension is known to be conditionally well-posed. On the other hand, the viscous formulation is locally in time well-posed for smooth initial data, but with a medium to high wave number instability. Linearizing the algebraic granular model around constant data gives similar results. In this study we consider a couple of issues. </p><p>First, we study the long time behavior of the viscous model in one space dimension, where we rely on numerical experiments, both for the non-granular and the algebraic granular model. We try to regularize the problem by adding second order artificial dissipation to the problem. The simulations suggest that it is not possible to obtain point-wise convergence using this regularization. Introducing a new measure, a concept of 1-D bubbles, gives hope for other convergence than point-wise. </p><p>Secondly, we analyse the non-granular formulation in two space dimensions. Similar results concerning well-posedness and instability is obtained as for the non-granular formulation in one space dimension. Investigation of the time scales of the formulation in two space dimension suggests a sever restriction on the time step, such that explicit schemes are impractical. </p><p>Finally, our simulation in one space dimension show that peaks or spikes form in finite time and that the solution is highly oscillatory. We introduce a model problem to study the formation and smoothness of these peaks.</p>
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STRATEGIES FOR ENHANCED BIOPRODUCTION OF BENZALDEHYDE USING PICHIA PASTORIS IN A SOLID-LIQUID PARTITIONING BIOREACTOR AND INTEGRATED PRODUCT REMOVAL BY IN SITU PERVAPORATIONCraig, TOM 28 September 2013 (has links)
Benzaldehyde (BZA), a biologically derived high-value molecule used in the flavour and fragrance industry for its characteristic almond-like aroma, has also found use in nutraceutical, pharmaceutical, cosmetics, agrochemical, and dye applications. Although, nature-identical BZA is most commonly produced by chemical synthesis, biologically derived BZA, whether by plant material extraction or via microbial biocatalysts, commands much higher prices. The bioproduction of high value molecules has often been characterized by low titers as results of substrate and product inhibition. The current work examined a variety of process strategies and the implementation of a solid-liquid bioreactor partitioning system with continuous integrated pervaporation to enhance the bioproduction of BZA using Pichia pastoris.
Previous work on two-phase partitioning bioreactors (TPPBs) for the biotransformation of BZA using Pichia pastoris has had limitations due to long fermentation times and unutilized substrate in the immiscible polymer phase, contributing to complications for product purification. To reduce fermentation times, a mixed methanol/glycerol feeding strategy was employed and reduced the time required for high-density fermentation by 3.5 fold over previous studies. Additionally, because BZA and not the substrate benzyl alcohol (BA) had been found to be significantly inhibitory to the biotransformation reaction, a polymer selection strategy based on the ratio of partition coefficients (PCs) for the two target molecules was implemented. Using the polymer Kraton D1102K, with a PC ratio of 14.9 (BZA:BA), generated a 3.4 fold increase in BZA produced (14.4 g vs. 4.2 g) relative to single phase operation at more than double the volumetric productivity (97 mg L-1 h-1 vs. 41 mg L-1 h-1). This work also confirmed that the solute(s) of interest were taken up by polymers via absorption, not adsorption.
BZA and BA cell growth inhibition experiments showed that these compounds are toxic to cells and it was their accumulation rather than low enzyme levels or energy (ATP) depletion that caused a reduction in the biotransformation rate. For this reason, the final strategy employed to enhance the bioproduction of benzaldehyde involved in situ product removal by pervaporation using polymer (Hytrel 3078) fabricated into tubing by DuPont, Canada. This aspect was initiated by first characterizing the custom-fabricated tubing in terms BZA and BA fluxes. The tubing was then integrated into an in situ pervaporation biotransformation and was shown to be effective at continuous product separation, using 87.4% less polymer by mass in comparison to polymer beads in conventional TPPB operation, and improved overall volumetric productivity by 214% (245.9 mg L-1 h-1 vs. 115.0 mg L-1 h-1) over previous work producing BZA. / Thesis (Master, Chemical Engineering) -- Queen's University, 2013-09-28 17:41:45.458
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Two-Phase Flow Experiments on Counter-Current Flow Limitation in a model of the Hot Leg of a Pressurized Water Reactor (2015 test series)Beyer, Matthias, Lucas, Dirk, Pietruske, Heiko, Szalinski, Lutz 15 February 2017 (has links) (PDF)
Counter-Current Flow Limitation (CCFL) is of importance for PWR safety analyses in several accident scenarios connected with loss of coolant. Basing on the experiences obtained during a first series of hot leg tests now new experiments on counter-current flow limitation were conducted in the TOPFLOW pressure vessel. The test series comprises air-water tests at 1 and 2 bar as well as steam-water tests at 10, 25 and 50 bar. During the experiments the flow structure was observed along the hot leg model using a high-speed camera and web-cams. In addition pressure was measured at several positions along the horizontal part and the water levels in the reactor-simulator and steam-generator-simulator tanks were determined.
This report documents the experimental setup including the description of operational and special measuring techniques, the experimental procedure and the data obtained.
From these data flooding curves were obtained basing on the Wallis parameter. The results show a slight shift of the curves in dependency of the pressure. In addition a slight decrease of the slope was found with increasing pressure. Additional investigations concern the effects of hysteresis and the frequencies of liquid slugs. The latter ones show a dependency on pressure and the mass flow rate of the injected water.
The data are available for CFD-model development and validation.
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TOPFLOW-Experimente, Modellentwicklung und Validierung zur Qualifizierung von CFD-Codes für ZweiphasenströmungenLucas, D., Beyer, M., Banowski, M., Seidel, T., Krepper, E., Liao, Y., Apanasevich, P., Gauß, F., Ma, T. 15 February 2017 (has links) (PDF)
Der vorliegende Bericht gibt einen zusammenfassenden Überblick der im Vorhaben erreichten Ergebnisse. Ziel war die Qualifikation von CFD-Methoden für Zweiphasenströmungen mit Phasenüber¬gang. Dafür werden neuartige experimentelle Daten benötigt. Diese können an der TOPFLOW-Anlage des HZDR generiert werden, da die Anlage Experimente in für die Reaktorsicher-heits¬forschung relevanten Skalen und Parametern mit innovativen Messtechniken verbindet.
Die experimentellen Arbeiten umfassen Untersuchungen zu Strömungen in vertikalen Rohren mit Hilfe der ultraschnellen Röntgentomographie, zu Strömungen mit und ohne Phasenübergang in einem Testbassin sowie zur Gegenstrombegrenzung in einem Heißstrangmodell. Diese werden im vorliegenden Bericht nur kurz dargestellt, da es zu allen 3 Versuchsserien ausführliche Dokumentationen in separaten Berichten gibt.
Ein wichtiges Ergebnis der Arbeiten zur CFD-Qualifizierung ist der Erstellung des Baseline-Modellkonzepts sowie die Erstellung des Baseline-Modells für polydisperse Blasenströmungen. Damit wird ein wesentlicher Beitrag zur Erhöhung der Vorhersagefähigkeit von CFD-Codes auf Basis des Zwei- oder Mehr-Fluid-Modells erreicht.
Das innovative Generalized Two-Phase Flow Konzept (GENTOP) zielt hingegen auf eine Erweiterung der Einsatzmöglichkeiten der Zweiphasen-CFD. In vielen Strömungen treten unterschiedlicher Morphologien der Phasen bzw. Strömungsformen parallel in einer Strömungsdomäne auf. Außerdem gibt es Übergänge zwischen diesen Morphologien. Mit dem GENTOP-Konzept wurde erstmals ein Rahmen geschaffen der die Simulation solcher Strömungen auf konsistente Art und Weise ermöglicht. Spezielle Modellentwicklungen erfolgten mit dem Ziel einer besseren Modellierung des Phasenübergangs.
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Étude de schémas numériques pour les écoulements diphasiques en milieu poreux déformable pour des maillages quelconques : application au stockage de déchets radioactifs / Study of numerical schemes for two-phase flow in porous media for any meshes : application to storage of nuclear wasteAngelini, Ophélie 10 November 2010 (has links)
Les écoulements diphasiques en milieu poreux sont des phénomènes complexes et qui concernent de nombreux problèmes industriels. EDF travaille sur la faisabilité et la sécurité d'un stockage en couche géologique profonde de déchets nucléaires. Dans ce domaine la simulation des écoulements diphasiques en milieu poreux est particulièrement importante dans au moins trois domaines : tout d'abord lors de la phase de ventilation des galeries du stockage qui pourrait désaturer la roche présente et ainsi en modifier ses propriétés de rétention, mais également lors de la phase de resaturation des matériaux et enfin lors de l'arrivée de l'eau sur les parties métalliques contenues dans le stockage qui entraînera alors des phénomènes de corrosion et un dégagement d'hydrogène. Dans ce contexte, EDF souhaite se doter de méthodes numériques performantes et robustes ne nécessitant pas de conditions restrictives sur la forme des mailles. Ce travail s'inscrivant dans cette problématique, est consacré dans un premier temps au développement du schéma volumes finis SUSHI (Scheme Using Stabilization and Hybrid Interfaces) dans le code de mécanique d'EDF, Code_Aster afin de modéliser les écoulements diphasique en milieu poreux. Ce schéma a été développé en 2D et en 3D. Parallèlement une nouvelle formulation qui permet de traiter de manière uniforme les écoulements en milieu saturé et insaturé pour des problèmes miscibles et immiscibles est proposée. Différentes études modélisant des difficultés liées aux problématiques du stockage de déchets radioactifs en couches géologiques profondes ont été traitées. On peut citer l'étude d'un bi-matériau qui met en avant le ré-équilibrage capillaire d'un matériau par un autre possédant des propriétés et des conditions initiales en saturation très hétérogènes. On citera également l'étude de l'injection d'hydrogène dans un milieu initialement saturé en eau pure qui est tirée du benchmark « Ecoulement diphasique » proposé par le GNR MOMAS. Cette étude avait pour objectif de mettre en évidence le bon traitement de l'apparition d'une phase dans un milieu saturé et donc la pertinence de notre nouvelle formulation à traiter d'une manière unifié un problème d'écoulement saturé et un problème d'écoulement insaturé / The two-phase flow in porous media is a complex phenomenon and which relate to many industrial problems. EDF works on the feasibility and the safety of a storage in deep geologic layer of nuclear waste. In this domain the simulation of the two-phase flow in porous media is particularly important in at least three domains : first of all during the phase of ventilation of the galleries of the storage which could desaturate the rock and so modify its properties, but also during the phase of resaturation of the materials and finally during the arrival of the water on the metal parts contained in the storage which will then involve phenomena of corrosion and a hydrogen release. In this context, EDF wishes to obtain robust numerical methods without restrictive condition on the mesh. This work is dedicated at first to the development of the finite volume scheme SUSHI (Scheme Using Stabilization and Hybrid Interfaces) in the code of mechanics of EDF, Code_Aster in order to simulate the two-phase flow in porous media. This scheme was developed in 2D and in 3D. At the same time a new formulation which allows to simulate in a uniform way the flows in saturated and unsaturated porous media for miscible and immiscible problems is proposed. Various studies simulating difficulties related to the problems of the storage of nuclear waste in deep geological layers were study. We can quote the study of a bi-material which advances the capillary rebalancing of a material by an other one possessing properties and initial very heterogeneous conditions in saturation. We will also quote the study of the injection of hydrogen in an porous media initially saturated in pure water which is proposed by the benchmark "two-phase Flow " proposed by the GNR MOMAS. This study had for objective to bring to light the good treatment of the appearance of a phase in a saturated porous media and thus the relevance of our new formulation to study with a way unified a problem of saturated flow and a problem of unsaturated flow
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Detailed two-phase modelling of film condensation on a horizontal tubeSaleh, Esam 11 1900 (has links)
A complete two-phase numerical model of film condensation from a mixture of a vapour and a non-condensing gas that is based on the two-dimensional elliptic governing equations with variable physical properties is presented. The model predicts the full viscous flow and heat and mass transfer for the mixture around the tube and in the entire liquid film from the top of the tube to the falling film below the tube. A finite volume method is used with a segregated solution approach and a dynamically moving computational grid that tracks the phase interface sharply. Fundamental balances of mass, energy, and force are enforced accurately at the phase interface.
The model was developed in steps and validated against various experimental and theoretical works in the literature for different two-phase flows. The validation tests included stratified flow of liquid and gas in a horizontal channel, falling liquid film over a vertical wall, and condensation of steam from a steam-air mixture in a vertical channel.
The model was used to simulate laminar film condensation from a downward flowing steam-air mixture over an isothermal horizontal tube. The validity of this new model is demonstrated by comparisons with previous theoretical and experimental studies. New results are presented on the effects of free-stream-to-tube temperature difference, upstream Reynolds number, free-stream gas mass fraction, and free-stream pressure on the condensate film development, the local and average heat transfer coefficients, and the total condensate mass flow rate.
It was found that the temperature difference had the greatest effect on the condensation rate and film thickness. The presence of non-condensing gas in the vapour has a strong negative impact on the condensation process. For the pure steam case, moderate changes in the upstream Reynolds number showed slight increases in condensate mass flow rate with increased Reynolds number. For the mixture case, however, moderate increase in upstream Reynolds number increases significantly the condensate mass flow rate and film thickness. This trend becomes more noticeable as the free-steam gas mass fraction increases. Changing the free-stream pressure demonstrated that property variation had a relatively smaller effect than temperature difference and gas mass fraction changes. / February 2017
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Dual-Scale Modeling of Two-Phase Fluid Transport in Fibrous Porous MediaAshari, Alireza 23 November 2010 (has links)
The primary objective of this research is to develop a mathematical framework that could be used to model or predict the rate of fluid absorption and release in fibrous sheets made up of solid or porous fibers. In the first step, a two-scale two-phase modeling methodology is developed for studying fluid release from saturated/unsaturated thin fibrous media made up of solid fibers when brought in contact with a moving solid surface. Our macroscale model is based on the Richards’ equation for two-phase fluid transport in porous media. The required constitutive relationships, capillary pressure and relative permeability as functions of the medium’s saturation, are obtained through microscale modeling. Here, a mass convection boundary condition is considered to model the fluid transport at the boundary in contact with the target surface. The mass convection coefficient plays a significant role in determining the release rate of fluid. Moreover the release rate depends on the properties of the fluid, fibrous sheet, the target surface as well as the speed of the relative motion, and remains to be determined experimentally. Obtaining functional relationships for relative permeability and capillary pressure is only possible through experimentation or expensive microscale simulations, and needs to be repeated for different media having different fiber diameters, thicknesses, or porosities. In this concern, we conducted series of 3-D microscale simulations in order to investigate the effect of the aforementioned parameters on the relative permeability and capillary pressure of fibrous porous sheets. The results of our parameter study are utilized to develop general expressions for kr(S) and Pc(S). Furthermore, these general expressions can be easily included in macroscale fluid transport equations to predict the rate of fluid release from partially saturated fibrous sheets in a time and cost-effective manner. Moreover, the ability of the model has been extended to simulate the radial spreading of liquids in thin fibrous sheets. By simulating different fibrous sheets with identical parameters but different in-plane fiber orientations has revealed that the rate of fluid spread increases with increasing the in-plane alignment of the fibers. Additionally, we have developed a semi-analytical modeling approach that can be used to predict the fluid absorption and release characteristics of multi-layered composite fabric made up of porous (swelling) and soild (non-swelling) fibrous sheets. The sheets capillary pressure and relative permeability are obtained via a combination of numerical simulations and experiment. In particular, the capillary pressure for swelling media is obtained via height rise experiments. The relative permeability expressions are obtained from the analytical expressions previously developed with the 3-D microscale simulations, which are also in agreement with experimental correlations from the literature. To extend the ability of the model, we have developed a diffusion-controlled boundary treatment to simulate fluid release from partially-saturated fabrics onto surfaces with different hydrophilicy. Using a custom made test rig, experimental data is obtained for the release of liquid from partially saturated PET and Rayon nonwoven sheets at different speeds, and on two different surfaces. It is demonstrated that the new semi-empirical model redeveloped in this work can predict the rate of fluid release from wet nonwoven sheets as a function of time.
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