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  • About
  • The Global ETD Search service is a free service for researchers to find electronic theses and dissertations. This service is provided by the Networked Digital Library of Theses and Dissertations.
    Our metadata is collected from universities around the world. If you manage a university/consortium/country archive and want to be added, details can be found on the NDLTD website.
171

Projection based Variational Multiscale Methods for Incompressible Navier-Stokes Equations to Model Turbulent Flows in Time-dependent Domains

Pal, Birupaksha January 2017 (has links) (PDF)
Numerical solution of differential equations having multitude of scales in the solution field is one of the most challenging research areas, but highly demanded in scientific and industrial applications. One of the natural approaches for handling such problems is to separate the scales and approximate the solution of the segregated scales with appropriate numerical method. Variational multiscale method (VMS) is a predominant method in the paradigm of scale separation schemes. In our work we have used the VMS technique to develop a numerical scheme for computations of turbulent flows in time-dependent domains. VMS allows separation of the entire range of scales in the flow field into two or three groups, thereby enabling a different numerical treatment for the different groups. In the context of computational fluid dynamics(CFD), VMS is a significant new improvement over the classical large eddy simulation (LES). VMS does away with the commutation errors arising due to filtering in LES. Further, in a three-scale VMS approach the model for the subgrid scale can be contained to only a part of the resolved scales instead of effecting the entire range of resolved scales. The projection based VMS scheme that we have developed gives a robust and efficient method for solving problems of turbulent fluid flows in deforming domains, governed by incompressible Navier {Stokes equations. In addition to the existing challenges due to turbulence, the computational complexity of the problem increases further when the considered domain is time-dependent. In this work, we have used an arbitrary Lagrangian-Eulerian (ALE) based VMS scheme to account for the domain deformation. In the proposed scheme, the large scales are represented by an additional tensor valued space. The resolved large and small scales are computed in a single unified equation, and the effect of unresolved scales is confined only to the resolved small scales, by using a projection operator. The popular Smagorinsky eddy viscosity model is used to approximate the effects of unresolved scales. The used ALE approach consists of an elastic mesh update technique. Moreover, a computationally efficient scheme is obtained by the choice of orthogonal finite element basis function for the resolved large scales, which allows to reformulate the ALE-VMS system matrix into the standard form of the NSE system matrix. Thus, any existing Navier{Stokes solver can be utilized for this scheme, with modifications. Further, the stability and error estimates of the scheme using a linear model of the NSE are also derived. Finally, the proposed scheme has been validated by a number of numerical examples over a wide range of problems.
172

Modelagem tridimensional da dispersão de poluentes em rios / A three dimensional model for industrial efluent dispersion in rivers

Machado, Marcio Bezerra 03 June 2006 (has links)
Orientadores: Jose Roberto Nunhez, Edson Tomaz / Tese (doutorado) - Universidade Estadual de Campinas, Faculdade de Engenharia Quimica / Made available in DSpace on 2018-08-06T01:51:29Z (GMT). No. of bitstreams: 1 Machado_MarcioBezerra_D.pdf: 3569468 bytes, checksum: 4c69c5d76d7d79aa717808b84c4701d2 (MD5) Previous issue date: 2006 / Resumo: Estudos têm mostrado que a humanidade enfrentará severa falta de água nas próximas décadas. Muitos esforços têm sido direcionados para o desenvolvimento de novas ferramentas computacionais a fim de se garantir uma melhor utilização dos recursos hídricos. Diversos estudos estão sendo realizados utilizando ferramentas de CFD (Computational Fluid Dynamics) para obtenção de novas formas de gerenciamento destes recursos. Neste contexto, é de suma importância o desenvolvimento de novas técnicas para predizer o impacto ambiental causado por emissões industriais em rios de modo que estratégias possam ser planejadas para diminuir os efeitos desta poluição. Este trabalho apresenta um modelo Fluidodinâmico Computacional tridimensional para simular a dispersão de substâncias solúveis em rios. O método dos volumes finitos foi utilizado para aproximar as equações de conservação de momento, de massa e de espécie química. O sistema de coordenadas cartesianas foi escolhido para representar o sistema. Foi utilizado um modelo algébrico de turbulência de ordem zero. O modelo de StreeterPhelps foi usado para predizer a concentração de substâncias orgânicas e de oxigênio dissolvido ao longo do rio. O modelo pode também predizer o impacto causado pela ocorrência de múltiplos pontos de emissão no trecho estudado. O modelo matemático foi desenvolvido em linguagem Fortran. Os resultados mostram que a metodologia proposta é uma boa ferramenta para a avaliação do impacto ambiental causado pela emissão de efluentes em rios. O software é bastante rápido, especialmente quando comparado com outros pacotes de CFD disponíveis comercialmente. Foram feitas comparações entre os resultados numéricos e dados experimentais coletados no rio Atibaia. Os resultados numéricos apresentaram uma boa concordância com os dados coletados experimentalmente / Abstract: A future lack of water in the next decades has been observed by many studies. Much effort has been devoted to find strategies which will help to manage proper1y water resources. Theoretical studies have been used recent1y since the scope of computational fluid dynamics (CFD) has increased, allowing its use in the issue of water quality. In this scenario, it is important to develop new techniques to predict the environmental impact of emissions in rivers so that strategies can be devised to decrease the effects of pollution. This work presents a three-dimensional Computational Fluid Dynamics (CFD) in house model to simulate the dispersion of soluble substances in a river. The finite volume method is used to approximate the momentum, mass and species conservation equations. A Cartesian coordinate system has been chosen to represent the river. Turbulence is taken into account by a zero-order equation model. The Streeter-Phelps model has been used to predict the concentration of organic substances and dissolved oxygen along the river. The model can also predict the impact of multiple effluents discharges. Results show that the proposed methodology is a good tool for the evaluation of the environmental impact caused for pollutants emissions in rivers. The software has been developed from the model and use the Fortran language. It is very fast, especially when compared to available commercial CFD packages. Experimental comparisons for soluble substances dispersion have been made for the Atibaia River. The results show good agreement with experimental data / Doutorado / Desenvolvimento de Processos Químicos / Doutor em Engenharia Química
173

On Three Dimensional High Lift Flow Computations

Gopalakrishna, N January 2014 (has links) (PDF)
Computing 3D high lift flows has been a challenge to the CFD community because of three important reasons: complex physics, complex geometries and large computational requirements. In the recent years, considerable progress has been made in understanding the suitability of various CFD solvers in computing 3D high lift flows, through the systematic studies carried out under High Lift Prediction workshops. The primary focus of these workshops is to assess the ability of the CFD solvers to predict CLmax and αmax associated with the high lift flows, apart from the predictability of lift and drag of such flows in the linear region. Now there is a reasonable consensus in the community about the ability of the CFD solvers to predict these quantities and fresh efforts to further understand the ability of the CFD solvers to predict more complex physics associated with these flows have already begun. The goal of this thesis is to assess the capability of the computational methods in predicting such complex flow phenomena associated with the 3D High-Lift systems. For evaluation NASA three element Trapezoidal wing configuration which poses a challenging task in numerical modeling was selected. Unstructured data based 3D RANS solver HiFUN (HiFUN stands for High Resolution Flow Solver for UNstructured Meshes) is used in investigating the high lift flow. The computations were run fully turbulent, using the one equation Spalart-Allmaras turbulence model. A summary of the results obtained using the flow solver HiFUN for the 3D High lift NASA Trapezoidal wing are presented. Hybrid unstructured grids have been used for the computations. Grid converged solution obtained for the clean wing and the wing with support brackets, are compared with experimental data. The ability of the solver to predict critical design parameters associated with the high lift flow, such as αmax and CLmax is demonstrated. The utility of the CFD tools, in predicting change in aerodynamic parameters in response to perturbational changes in the configuration is brought out. The solutions obtained for the high lift configuration from two variants of the Spalart-Allmaras turbulence model are compared. To check the unsteadiness in the flow, particularly near stall, unsteady simulations were performed on static grid. Lastly, hysteresis on lower leg of lift curve is discussed, the results obtained for quasi-steady and dynamic unsteady simulations are presented. Inferences from the study on useful design practices pertaining to the 3D high lift flow simulations are summarized.
174

Multidisciplinary design and optimisation of liquid containers for sloshing and impact

Kingsley, Thomas Charles 24 January 2006 (has links)
The purpose of this study is to perform an investigation of the numerical methods that may contribute to the design and analysis of liquid containers. The study examines several of these methods individually, namely Computational Fluid Dynamics (CFD) analysis of sloshing and Finite Element Methods (FEM) analysis of impact, to evaluate their contribution to the design cycle. Techniques that enhance the use of the various methods are presented and examined to demonstrate effectiveness. In the case of sloshing analysis, experimental tests performed add to the understanding of the phenomena at hand and qualifies the validity of the numerical method used (CFD). As a final contribution, the study presents a method of utilising impact analysis tools, FEM, and CFD in a Multidisciplinary Design Optimisation (MDO) environment. This is an introductory attempt at demonstrating a single coupled multidisciplinary method of designing liquid containers. The results of the study demonstrate a number of valuable numerical techniques that may be used in the design of liquid containers. The presented Total Deviation Value (TDV) proves to be an effective single quantification of sloshing performance and the CFD tools used to determine the value demonstrate sufficient ability to reproduce the sloshing event itself. More advanced experimental facilities would provide a more in-depth understanding of the limitations of the CFD analysis. The use of numerical optimisation adds a valuable dimension to the use of numerical simulations. Significant design improvements are possible for several design variables without performing exhaustive studies and provide interesting information about design trends. Finally, the use of multiple disciplines, FEM and CFD, in conjunction with the available numerical optimisation routines offers a powerful multidisciplinary design tool that can be adapted to any base geometry and is capable of finding optimal trade offs between the two disciplines according to the designer’s needs. This study provides a platform for further investigations in the use and coupling of sloshing and impact analysis in the design of industrial liquid container applications. / Dissertation (MEng (Mechanical Engineering))--University of Pretoria, 2006. / Mechanical and Aeronautical Engineering / unrestricted
175

Étude du ballottement de fluide dans les réservoirs à carburant : approches numérique et expérimentale / Study of liquid sloshing in fuel tanks : numerical and experimental investigation

Brandely, Anaïs 26 May 2016 (has links)
L’émergence de bruits auparavant inaudibles dans les réservoirs à carburants automobiles requiert des constructeurs une meilleure compréhension des phénomènes physiques intervenants au sein de leurs produits. Dans cette thèse, différents travaux ont été conduits autour de l’étude du ballottement de fluide dans une cuve rigide rectangulaire partiellement remplie de fluide et soumise à une excitation extérieure. La première partie présente un état de l’art sur le sloshing suivant trois approches complémentaires - approche analytique, approche numérique et approche expérimentale - permettant d’orienter les travaux. Dans une deuxième partie, une étude préliminaire sur le sloshing dans une cuve rectangulaire soumise à une excitation harmonique forcée est réalisée. La confrontation des résultats numériques entre une approche linéaire - basée sur la théorie d’écoulement potentiel tenant compte de la viscosité du fluide [Schotté et Ohayon, 2013] - et une approche non linéaire commerciale – basée sur la résolution des équations de Navier-Stokes - permet de définir un paramètre de linéarité. Ce dernier permet de déterminer les cas de sloshing qui nécessitent une résolution non linéaire et ceux pour lesquels la théorie linéaire suffit pour prédire le phénomène. La troisième partie de ce document présente une étude expérimentale du ballottement de fluide dans une cuve rectangulaire rigide soumise à un freinage automobile. Deux niveaux de remplissage créant deux types d’impacts contre les parois (avec et sans enfermement de poche d’air) ont été analysés. Les essais menés ont permis de mesurer les forces engendrées par le mouvement du fluide, les pressions d’impact en paroi ainsi que le champ de vitesse par méthode Particle Image Velocimetry (PIV). Ce chapitre constitue une importante base de données expérimentales ayant permis d’étudier précisément le phénomène physique. L’étude est complétée par une confrontation des résultats expérimentaux avec des résultats Computational Fluid Dynamics (CFD). Enfin, pour conclure ce mémoire, une étude du sloshing dans un réservoir en tenant compte de la Fluid-Structure Interaction (FSI) est présentée. Le choix du couplage a été porté sur un schéma partitionné itératif faible avec, dans un premier temps, une approche potentielle instationnaire, puis avec une approche Volume Of Fluid (VOF) pour la physique fluide. Les limites d’un tel couplage dans le cas d’étude d’un réservoir partiellement rempli de fluide et attaché de manière flexible en fonction du rapport de masse fluide-réservoir ont été mises en évidence. La correction du schéma de couplage par l’effet de masse ajoutée présentée dans [Song et al., 2013] permet la résolution d’un système couplé quel que soit le rapport de masse en jeu et améliore de manière significative la convergence en réduisant également fortement le temps de calcul. / The present thesis focuses on an investigation of the sloshing phenomenon in a partially filled fuel tank submitted to a harmonic excitation motion. In the first part, the confrontation of numerical results between a linear approach - taking into account viscosity - and a nonlinear approach based on a commercial code leads to define a parameter of linearity. This parameter allows determining cases of sloshing who require non-linear resolution and those who need a linear theory to predict the phenomenon. An experimental study of fluid sloshing in a rectangular tank submitted to an automotive braking is conducted. Tests leaded allow measuring global forces engendered by the motion of the fluid, pressure of fluid impact and velocity field by PIV. This chapter provides an important data base and helps to investigate on the physical phenomenon. This study is completed by CFD results. To conclude, a numerical model for fluid-structure interactions is presented. Limits of this segregated partitioned coupling in case of sloshing in tank flexibly attached are highlighted, depending mostly on the mass ratio between fluid and tank structure. An added-mass term is integrated to the corrected staggered scheme ensuring systematically the convergence of the coupled solution and reducing significantly the iterations required.
176

CFD Studies Of Pulse Tube Refrigerators

Ashwin, T R 12 1900 (has links) (PDF)
The performance evaluation and parametric studies of an Inertance Tube Pulse Tube Refrigerator (IPTR) are performed for different length-to-diameter ratios, with the Computational Fluid Dynamics (CFD) package FLUENT. The integrated model consists of individual models of the components, namely, the compressor, compressor cooler, regenerator, cold heat exchanger, pulse tube, warm heat exchanger, inertance tube and the reservoir. The formulation consists of the governing equations expressing the conservation of mass, momentum and energy with axi-symmetry assumption and relations for the variable thermophysical properties of the working medium and the regenerator matrix, and friction factor and heat transfer coefficients in oscillatory flows. The local thermal non-equilibrium of the gas and the matrix is taken into account for the modeling of heat exchangers and the regenerator which are treated as porous zones. In addition, the wall thickness of the components is also accounted for. Dynamic meshing is used to model the compressor zone. The heat interaction between pulse tube wall and the oscillating gas, leading to surface heat pumping, is quantified. The axial heat conduction is found to reduce the overall performance. The thermal non-equilibrium results in a higher cold heat exchanger temperature due to inefficiencies. The dynamic characteristics of pulse tube are analyzed by introducing a time constant. The study is extended to other types of PTRs, namely, the Orifice type Pulse Tube Refrigerator (OPTR), Double Inlet type Pulse Tube Refrigerator (DIPTR) and a PTR with parallel combination of inertance tube and orifice (OIPTR). The focus of the second phase of analysis is the pulse tube region. The oscillatory flow and temperature fields in an open-ended pipe driven by a time-wise sinusoidally varying pressure at one end and subjected to an ambient-to-cryogenic temperature difference across the ends, is numerically studied both with and without the inclusion of buoyancy effects. Conjugate effects arising out of the interaction of oscillatory flow with heat conduction in the pipe wall are taken into account by considering a finite thickness wall with an insulated exterior surface. Parametric studies are conducted with frequencies in the range 5-15 Hz for an end-to-end temperature difference of 200 K. As the pressure amplitude increases, the temperature difference between the wall and the fluid decreases due to mixing at the cold end. The pressure amplitude and the frequency have negligible effect on the time averaged Nusselt number. The effect of buoyancy is studied for hot side up and cold side up configurations. It is found that the time averaged Nusselt number does not change significantly with orientation or Rayleigh number. Sharp changes in Nusselt number and velocity profiles and an increase in energy transfer through solid and gas were observed when natural convection comes into play with hot end placed down. Cooldown experiments are conducted on a preliminary experimental setup. Comparison of the numerical and experimental cooldown curves disclosed a number of areas where improvement is required, primarily the leakage past the piston and the design of the heat exchangers. The setup is being improved to bring out a second and improved version for attaining the lower cold heat exchanger temperature.
177

Optimisation de forme numérique de problèmes multiphysiques et multiéchelles : application aux échangeurs de chaleur / Shape optimization of multi-scales and multi-physics problems : application to heat exchangers

Mastrippolito, Franck 14 December 2018 (has links)
Les échangeurs de chaleur sont utilisés dans de nombreux secteurs industriels. L'optimisation de leurs performances est donc de première importance pour réduire la consommation énergétique. Le comportement d'un échangeur est intrinsèquement multiéchelle : l'échelle locale de l'intensification des phénomènes de transfert thermique côtoie une échelle plus globale où interviennent des phénomènes de distribution de débit. Un échangeur de chaleur est également le siège de différents phénomènes physiques, tels que la mécanique des fluides, la thermique et l'encrassement. Les présents travaux proposent une méthode d'optimisation multiobjectif de la forme des échangeurs, robuste, pouvant traiter les aspects multiéchelles et multiphysiques et applicable dans un contexte industriel. Les performances de l'échangeur sont évaluées par des simulations de mécanique des fluides numérique (CFD) et par des méthodes globales (є-NUT). Suite à une étude bibliographique, une méthode de métamodélisation par krigeage associée à un algorithme génétique ont été retenus. Des méthodes de visualisation adaptées (clustering et Self-Organizing Maps) sont utilisées pour analyser les résultats. Le métamodèle permet d'approcher la réponse d'un simulateur (CFD) et d'en fournir une prédiction dont l'interrogation est peu onéreuse. Le krigeage permet de prendre en compte une discontinuité et des perturbations de la réponse du simulateur par l'ajout d'un effet de pépite. Il permet également l'utilisation de stratégies d'enrichissement construisant des approximations précises à moindre coût. Cette méthode est appliquée à différentes configurations représentatives du comportement de l'échangeur, permettant de s'assurer de sa robustesse lorsque le simulateur change, lorsque l'aspect multiéchelle est pris en compte ou lorsque une physique d'encrassement est considérée. Il a été établi que l'étape de métamodélisation assure la robustesse de la méthode et l'intégration de l'aspect multiéchelle. Elle permet aussi de construire des corrélations à l'échelle locale qui sont ensuite utilisées pour déterminer les performances globales de l'échangeur. Dans un contexte industriel, les méthodes d'analyse permettent de mettre en évidence un nombre fini de formes réalisant un compromis des fonctions objectif antagonistes. / Heat exchangers are used in many industrial applications. Optimizing their performances is a key point to improve energy efficiency. Heat exchanger behaviour is a multi-scale issue where local scale enhancement mechanisms coexist with global scale distribution ones. It is also multi-physics such as fluid mecanics, heat transfer and fouling phenomenons appear. The present work deals with multi-objective shape optimization of heat echanger. The proposed method is sufficiently robust to address multi-scale and multi-physics issues and allows industrial applications. Heat exchanger performances are evaluated using computational fluid dynamics (CFD) simulations and global methods (є-NUT). The optimization tools are a genetic algorithm coupled with kriging-based metamodelling. Clustering and Self-Organizing Maps (SOM) are used to analyse the optimization results. A metamodel builts an approximation of a simulator response (CFD) whose evaluation cost is reduced to be used with the genetic algorithm. Kriging can address discontinuities or perturbations of the response by introducing a nugget effect. Adaptive sampling is used to built cheap and precise approximation. The present optimization method is applied to different configurations which are representative of the heat exchanger behaviour for both multi-scale and multi-physics (fouling) aspects. Results show that metamodelling is a key point of the method, ensuring the robustness and the versatility of the optimisation process. Also, it allows to built correlations of the local scale used to determine the global performances of the heat exchanger. Clustering and SOM highlight a finite number of shapes, which represent a compromise between antagonist objective functions, directly usable in an industrial context.
178

Strömungssimulation und experimentelle Untersuchung für innovative Verflüssiger auf Basis neuartiger Rohre

Schaake, Katrin, Manzke, Sebastian 09 December 2009 (has links)
In dieser Arbeit werden neuartige Flachrohre für die Verwendung als Rückwandverflüssiger in der Haushaltskältetechnik mit numerischen und dynamischen Simulationen sowie Experimenten untersucht. Dabei kommen unterschiedliche überströmte Längen sowie der Einfluss horizontaler Abstände auf den Wärmeübergang durch freie Konvektion zur Betrachtung. Realisiert wird die numerische Strömungssimulation mit der Software Fluent 3.6.26, wobei das RNG-k-epsilon- als Turbulenzmodell und diskrete Ordinaten zur zusätzlichen Modellierung des Strahlungswärmeübergangs verwendet werden. Zur Verifizierung werden experimentelle Untersuchungen mit natürlicher Konvektion durchgeführt. Ebenso kommt ein kompakter Verflüssiger bei erzwungener Konvektion zur experimentellen Analyse. Mit einem neuen Verflüssigermodell wird außerdem ein Haushaltskühlschrank in Modelica 2.2.1 dynamisch simuliert. Diese Arbeit zeigt, dass die Verwendung eines Flachrohrverflüssigers großes Potenzial einer konkurrenzfähigen Alternative zu konventionellen Verflüssigern besitzt. / In this work novel flat tubes used as rear panel condensers in the household refrigeration technology are examined with numerical and dynamic simulations as well as experiments. Therefore different overflowed lengths and the influence of horizontal spacing on the heat transfer by free convection are taken into consideration. The CFD calculations are realized with the software Fluent 3.6.26, where the RNG-k-epsilon turbulence model and discrete ordinates for an additional modelling of radiation heat transfer are applied. For the verification, experimental studies with natural convection are carried out. Likewise, a compact condenser is experimentally analysed in forced convection. With a new model for the liquefier a domestic refrigerator is also dynamically simulated in Modelica 2.2.1. This work shows that the use of a flat tube condenser has a great potential of a competitive alternative to conventional liquefiers.
179

Optimization Algorithm Based on Novelty Search Applied to the Treatment of Uncertainty in Models

Martínez Rodríguez, David 23 December 2021 (has links)
[ES] La búsqueda novedosa es un nuevo paradigma de los algoritmos de optimización, evolucionarios y bioinspirados, que está basado en la idea de forzar la búsqueda del óptimo global en aquellas partes inexploradas del dominio de la función que no son atractivas para el algoritmo, con la intención de evitar estancamientos en óptimos locales. La búsqueda novedosa se ha aplicado al algoritmo de optimización de enjambre de partículas, obteniendo un nuevo algoritmo denominado algoritmo de enjambre novedoso (NS). NS se ha aplicado al conjunto de pruebas sintéticas CEC2005, comparando los resultados con los obtenidos por otros algoritmos del estado del arte. Los resultados muestran un mejor comportamiento de NS en funciones altamente no lineales, a cambio de un aumento en la complejidad computacional. En lo que resta de trabajo, el algoritmo NS se ha aplicado en diferentes modelos, específicamente en el diseño de un motor de combustión interna, en la estimación de demanda de energía mediante gramáticas de enjambre, en la evolución del cáncer de vejiga de un paciente concreto y en la evolución del COVID-19. Cabe remarcar que, en el estudio de los modelos de COVID-19, se ha tenido en cuenta la incertidumbre, tanto de los datos como de la evolución de la enfermedad. / [CA] La cerca nova és un nou paradigma dels algoritmes d'optimització, evolucionaris i bioinspirats, que està basat en la idea de forçar la cerca de l'òptim global en les parts inexplorades del domini de la funció que no són atractives per a l'algoritme, amb la intenció d'evitar estancaments en òptims locals. La cerca nova s'ha aplicat a l'algoritme d'optimització d'eixam de partícules, obtenint un nou algoritme denominat algoritme d'eixam nou (NS). NS s'ha aplicat al conjunt de proves sintètiques CEC2005, comparant els resultats amb els obtinguts per altres algoritmes de l'estat de l'art. Els resultats mostren un millor comportament de NS en funcions altament no lineals, a canvi d'un augment en la complexitat computacional. En el que resta de treball, l'algoritme NS s'ha aplicat en diferents models, específicament en el disseny d'un motor de combustió interna, en l'estimació de demanda d'energia mitjançant gramàtiques d'eixam, en l'evolució del càncer de bufeta d'un pacient concret i en l'evolució del COVID-19. Cal remarcar que, en l'estudi dels models de COVID-19, s'ha tingut en compte la incertesa, tant de les dades com de l'evolució de la malaltia. / [EN] Novelty Search is a recent paradigm in evolutionary and bio-inspired optimization algorithms, based on the idea of forcing to look for those unexplored parts of the domain of the function that might be unattractive for the algorithm, with the aim of avoiding stagnation in local optima. Novelty Search has been applied to the Particle Swarm Optimization algorithm, obtaining a new algorithm named Novelty Swarm (NS). NS has been applied to the CEC2005 benchmark, comparing its results with other state of the art algorithms. The results show better behaviour in high nonlinear functions at the cost of increasing the computational complexity. During the rest of the thesis, the NS algorithm has been used in different models, specifically the design of an Internal Combustion Engine, the prediction of energy demand estimation with Grammatical Swarm, the evolution of the bladder cancer of a specific patient and the evolution of COVID-19. It is also remarkable that, in the study of COVID-19 models, uncertainty of the data and the evolution of the disease has been taken in account. / Martínez Rodríguez, D. (2021). Optimization Algorithm Based on Novelty Search Applied to the Treatment of Uncertainty in Models [Tesis doctoral]. Universitat Politècnica de València. https://doi.org/10.4995/Thesis/10251/178994 / TESIS
180

Modelling of Heat Losses through Coated Cylinder Walls and their Impact on Engine Performance

Escalona Cornejo, Johan Enrique 13 April 2021 (has links)
[ES] Actualmente, los vehículos propulsados por motores de combustión interna alternativos (MCIA) constituyen uno de los mayores agentes contaminantes para el medio ambiente. En este sentido, ha existido una importante cooperación internacional para promulgar leyes que regulen las emisiones contaminantes. De manera que los fabricantes de coches han impulsado el desarrollo de tecnologías más limpias y amigables con el medio ambiente. Ante esta situación, ha surgido recientemente la electrificación, como uno de los proyectos más ambiciosos de la industria automotriz para los próximos años. Sin embargo, esta meta parece aún lejana en el horizonte. En tal sentido, la hibridación con motores térmicos y eléctricos parece ser el camino a seguir en el corto plazo. Por consiguiente, los MCIA seguirán siendo la principal fuente de propulsión terrestre durante los años venideros. Para mitigar los inherentes efectos contaminantes de los motores de combustión interna, se han propuesto diferentes tecnologías para desarrollar motores más eficientes. Entre ellas, la aplicación de recubrimientos térmicos en las paredes de la cámara de combustión apunta a reducir las pérdidas por calor en el motor, y así aumentar su eficiencia térmica. El objetivo principal de esta tesis es estudiar el impacto de aplicar recubrimientos térmicos en las paredes de la cámara de combustión en motores de combustión interna. En este sentido, determinar los flujos de calor experimentalmente a través de las paredes es complicado y no del todo fiables, debido a que dependen de la medición de las temperaturas de pared. Por este motivo, el CFD-CHT es utilizado. El primer paso fue validar la herramienta computacional que es utilizada para los cálculos en motores de combustión interna. Para ello se realizó un estudio preliminar en geometrías sencillas como una tubería circular o un canal rectangular. Se evaluaron los modelos de transferencia de calor y se determinó la relevancia de ciertos parámetros como la rugosidad. Para complementar el estudio, se realizó un análisis de las temperaturas en una geometría más realista como el pistón de un MCIA. Los valores de temperatura calculados por el software fueron casi iguales a las medidas experimentales. Por consiguiente, la fiabilidad de la herramienta computacional fue verificada. Seguidamente, se plantea una metodología para abordar al problema de modelar capas muy finas de recubrimientos térmicos en el espacio tridimensional. Para de esta manera poder simular las paredes recubiertas en la cámara de combustión. La metodología consiste en definir un material equivalente con un espesor y número de nodos que permitan un mallado computacionalmente realista. Para ello se utilizó un DoE en combinación con un análisis de regresión múltiple. Los primeros estudios se llevaron a cabo en un motor de gasolina. El modelado se llevó a cabo para dos configuraciones: motor con paredes metálicas y motor con pistón y culata recubiertos. A través de un análisis exhaustivo de la transferencia del calor, se evaluó el impacto que tenía aplicar el revestimiento térmico en el motor. La comparación con datos experimentales demuestran la utilidad del cálculo CHT para evaluar las pérdidas de calor en un MCIA. Sin embargo, ninguna mejora fue observada en el motor de gasolina debido al tipo de recubrimiento aplicado en las paredes de la cámara de combustión. Las simulaciones llevadas a cabo en el motor de gasolina permitieron determinar que los cálculos CHT son computacionalmente largos. En este sentido, una serie de estrategias diseñadas a optimizar los cálculos han sido analizadas con el fin de reducir los tiempos de cálculo. A través de este estudio, se encontró una metodología para optimizar la malla del dominio computacional. Esta última, emplea un refinamiento AMR basado en la distancia de pared. Este método es utilizado para modelar el impacto de aplicar un revestimiento tér / [CA] Actualment, els vehicles propulsats per motors de combustió interna alter- natius (MCIA) constitueixen un dels majors agents contaminants per al medi ambient. En aquest sentit, ha existit una important cooperació internacional per a promulgar lleis que regulen les emissions contaminants. De manera que els fabricants de cotxes han impulsat el desenvolupament de tecnologies més netes i amigables amb el medi ambient. Davant aquesta situació, ha sorgit recentment l'electrificació, com un dels projectes més ambiciosos de la indústria automotriu per als pròxims anys. No obstant això, aquesta meta sembla encara llunyana en l'horitzó. En tal sentit, la hibridació amb motors tèrmics i elèctrics sembla ser el camí a seguir en el curt termini. Per consegüent, els MCIA continuaran sent la principal font de propulsió terrestre durant els anys esdevenidors. Per a mitigar els inherents efectes contaminants dels motors de combustió interna, s'han proposat diferents tecnologies per a desenvolupar motors més eficients. Entre elles, l'aplicació de recobriments tèrmics en les parets de la cambra de combustió apunta a reduir les pèrdues per calor en el motor, i així augmentar la seua eficiència tèrmica. L'objectiu principal d'aquesta tesi és estudiar l'impacte d'aplicar reco- briments tèrmics en les parets de la cambra de combustió en motors de combustió interna. En aquest sentit, determinar els fluxos de calor experi- mentalment a través de les parets és complicat i no del tot fiable, pel fet que depenen del mesurament de les temperatures de paret. Per aquest motiu, el CFD-CHT (Computational fluid dynamics-Conjugate Heat Transfer) és utilitzat. El primer pas va ser validar l'eina computacional que és utilitzada per als càlculs en motors de combustió interna. Per a això es va realitzar un estudi preliminar en geometries senzilles com una canonada circular o un canal rectangular. Es van avaluar els models de transferència de calor i es va determinar la rellevància de certs paràmetres com la rugositat. Per a complementar l'estudi, es va realitzar una anàlisi de les temperatures en una geometria més realista com el pistó d'un MCIA. Els valors de temperatura calculats pel software van ser quasi iguals a les mesures experimentals. Per consegüent, la fiabilitat de l'eina computacional va ser verificada. Seguidament, es planteja una metodologia per a abordar el problema de modelar capes molt fines de recobriments tèrmics en l'espai tridimensional, per a d'aquesta manera poder simular les parets recobertes en la cambra de combustió. La metodologia consisteix a definir un material equivalent amb una grossària i nombre de nodes que permeten un mallat computacionalment realista. Per a això es va utilitzar un DoE (Design of experiments) en combinació amb una anàlisi de regressió múltiple. Els primers estudis es van dur a terme en un motor de gasolina. El mod- elatge es va dur a terme per a dues configuracions: motor amb parets metàl·liques i motor amb pistó i culata recoberts. A través d'una anàlisi exhaustiva de la transferència de la calor, es va avaluar l'impacte que tenia aplicar el revestiment tèrmic en el motor. La comparació amb dades experi- mentals demostren la utilitat del càlcul CHT per a avaluar les pèrdues de calor en un MCIA. No obstant això, cap millora va ser observada en el motor de gasolina a causa de la mena de recobriment aplicada en les parets de la cambra de combustió. Les simulacions dutes a terme en el motor de gasolina van permetre determinar que els càlculs CHT són computacionalment llargs. En aquest sentit, una sèrie d'estratègies dissenyades per a optimitzar els càlculs han sigut analitzades amb la finalitat de reduir els temps de càlcul. A través d'aquest estudi, es va trobar una metodologia per a optimitzar la malla del domini computacional. Aquesta última, empra un refinament AMR basat en la distància de paret. / [EN] Currently, vehicles powered by internal combustion engines (ICE) are targeted as contributing largely to environmental pollution. In this regard, there has been significant international cooperation to enact laws that regulate the polluting emissions. Hence, the car manufacturers have oriented efforts to the development of cleaner and more eco-friendly technologies. In order to face this situation, electrified vehicles have emerged as one of the most promising projects in the automotive industry for the coming years. However, this target still seems far on the horizon. In this sense, hybridization with thermal and electric engines seems to be the path to follow in the short term. Consequently, ICEs will continue to be one of the important sources of terrestrial propulsion in the coming years. To mitigate the inherent polluting effects of internal combustion engines, different technologies have been proposed to develop more efficient engines. Among them, the application of thermal coatings on the combustion chamber walls. This technology aims at reducing the heat losses in the engine, and thus increase its thermal efficiency. The main objective of this thesis is to study the impact of coating the combustion chamber walls of an engine on heat losses and thermal efficiency. The experimental definition of the heat fluxes through the walls is complex and not very reliable because it requires the measurement of wall temperatures. For this reason, CFD-CHT (Computational fluid dynamics-Conjugate Heat Transfer) is used. The first step was to validate the computational tool employed for CFD-CHT calculations in internal combustion engines. For this, a preliminary study in simple geometries such as a circular pipe or a rectangular channel was performed. Heat transfer models were evaluated and the relevance of certain parameters such as roughness was determined. To reinforce the study, a thermal analysis in a more realistic geometry such as the piston of a CI engine was carried out. The temperature values calculated by the software were almost the same as the experimental measurements. Consequently, the reliability of the computational tool was verified. Next, a methodology was proposed to address the problem of modeling very thin layers of thermal coating for three-dimensional CFD-CHT calculations. The methodology consists in defining an "equivalent material" with a thickness and number of nodes that allow a computationally realistic mesh. For this, a DoE in combination with a multiple regression analysis was employed. The first CFD-CHT simulations in ICEs were carried out for a gasoline engine. The study was performed for two configurations: metallic engine and engine with coated piston and cylinder head. An exhaustive heat transfer analysis was made in order to determine the impact of applying the thermal coating on the engine. Comparison with experimental data proved the suitability of the CHT calculations to evaluate heat losses in ICEs. However, no improvement on engine efficiency was observed in the gasoline engine due to the type of coating applied on the combustion chamber walls. Experience with the gasoline engine calculations showed that CHT calculations were very time consuming. In this regard, some strategies aimed at optimizing the calculations were analyzed in order to reduce calculation times. The most successful methodology was based on AMR cell refinement to optimize the mesh and reduce significantly the computational costs. This approach was used to study the impact of applying a new generation thermal coating on the piston top of a Diesel engine. The results obtained indicated that this type of coating allows for some improvement in the thermal efficiency of the engine without affecting its performance. / The author wishes to acknowledge the financial support received through contract FPI-2018-S2-1205 of the Programa para la Formación de Personal investigador (FPI) 2018 of Universitat Politècnica de València. Parts of the work presented in this thesis have received funding from the European Union’s Horizon 2020 research and innovation programme undergrant agreement No 724084.The author wishes to thank IFPEN for their permission to use their single cylinder engine geometry and experimental results, as well as Saint Gobain Research Provence for providing the coating characteristics.The respondent wants to express its gratitude to CONVERGENT SCIENCE Inc. and Convergent Science GmbH for their kind support for performingthe CFD-CHT calculations using CONVERGE software / Escalona Cornejo, JE. (2021). Modelling of Heat Losses through Coated Cylinder Walls and their Impact on Engine Performance [Tesis doctoral]. Universitat Politècnica de València. https://doi.org/10.4995/Thesis/10251/165244 / TESIS

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