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Experimental Study of Roughness Effect on Turbulent Shear Flow Downstream of a Backward Facing StepEssel, Ebenezer Ekow 16 January 2014 (has links)
An experimental study was undertaken to investigate the effect of roughness on the characteristics of separated and reattached turbulent shear flow downstream of a backward facing step. Particle image velocimetry technique was used to conducted refined velocity measurements over a reference smooth acrylic wall and rough walls produced from sandpaper 36 and 24 grits positioned downstream of a backward facing step, one after another. Each experiment was conducted at Reynolds number based on the step height and centerline mean velocity of 7050. The results showed that sandpaper 36 and 24 grits increased the reattachment length by 5% and 7%, respectively, compared with the value obtained over the smooth wall. The distributions of the mean velocities, Reynolds stresses, triple velocity correlations and turbulence production are used to examine roughness effects on the flow field downstream of the backward facing step. Two-point auto-correlation function and proper orthogonal decomposition (POD) are also used to investigate the impact of wall roughness on the large scale structures.
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Active open-loop control of a backward-facing step flowBaugh, Aaron R 11 1900 (has links)
A robotically-controlled actuation system has been developed and built to perform active open-loop flow control experiments on transitional and turbulent backward-facing step flows in water. Control of the reattaching shear layer used hydraulic suction-and-blowing actuation emanating from 128 individual ports along the separation edge of the step. Each ports perturbation was periodic in time, but individually controlled to produce either spanwise-invariant (2D) or spanwise-varying (3D) spatial actuation profiles. An image processing system and special aqueous tuft were developed to measure the length of the recirculation bubble. Multiple images of a tuft array were time-averaged to do so. In general, 3D forcing was no more effective in reducing bubble length than 2D forcing. However, greater local spanwise reductions in reattachment length were observed for some cases of spanwise-varying forcing. Backlit dye was used to track the evolution of vorticity in the flow in video and still images.
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Numerical and experimental study of a hydrogen gas turbine combustor using the jet in cross-flow principleRecker, Elmar 26 March 2012 (has links)
Control of pollutants and emissions has become a major factor in the design of modern combustion systems. The “Liquid Hydrogen Fueled Aircraft - System Analysis” project funded in 2000 by the European Commission can be seen as such an initiative. Within the framework of this project, the Aachen University of Applied Sciences developed experimentally the “Micromix” hydrogen combustion principle and implemented it successfully in the Honeywell APU GTCP 36-300 gas turbine engine. Lowering the reaction temperature, eliminating hot spots from the reaction zone and keeping the time available for the formation of NOx to a minimum are the prime drivers towards NOx reduction. The “Micromix” hydrogen combustion principle meets those requirements by minimizing the flame temperature working at small equivalence ratios, improving the mixing by means of Jets In Cross-Flow and reducing the residence time in adopting a combustor geometry that provides a very large number of very small diffusion flames. In terms of pollutant emissions, compared to the unconverted APU, an essential reduction in emitted NOx was observed, stressing the potential of this innovative burning principle.<p>The objective of this thesis is to investigate the “Micromix” hydrogen combustion principle with the ultimate goal of an improved prediction during the design process. Due to the complex interrelation of chemical kinetics and flow dynamics, the “Micromixing” was analyzed first. Stereoscopic Particle Image Velocimetry was used to provide insight into the mixing process. A “simplified” set-up, that allowed to investigate the flow characteristics in great detail while retaining the same local characteristics of its “real” counterparts, was considered. The driving vortical structures were identified. To further investigate the physics involved and to extend the experimental results, numerical computations were carried out on the same “simplified” set-up as on a literature test case. In general, a number of physical issues were clarified. In particular, the interaction between the different vortical structures was looked into, and a kinematically consistent vortex model is proposed. After demonstrating the development of the mixing, the “cold flow” study was extended to a single injector. The double backward-facing step injector geometry was addressed experimentally and numerically. At design geometry, the flow appeared to behave single backward-facing like, with respect to the first gradation. In terms of varying step configurations, the flow was seen to be dependent on the periodic perturbation arising from the graded series of backward-facing steps. During the second part of the investigation, the “hot flow” was analyzed. Considering combustor similar operating conditions, a test burner was experimented on an atmospheric test rig. NOx emissions were traced by exhaust gas analysis for different working conditions. Particular flame patterns, such as a regular attached flame as well as lifted flames were observed. In parallel with the experimental work, numerical computations on a pair of opposite injectors, permitted to classify the combustion regime and the main factors involved in the NOx formation. Accordingly, NOx emission enhancing design changes are proposed. Finally, the demanding computational effort, worthy of acceptance for academic purposes, is found not agreeable as future design tool and improvements to speed up the design process are projected.<p> / Doctorat en Sciences de l'ingénieur / info:eu-repo/semantics/nonPublished
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Effect of Rayleigh-Taylor Instability on Fuel Consumption Rate: A Numerical InvestigationLong, Brandon Scott 24 August 2017 (has links)
No description available.
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Development Of A Laminar Navier-stokes Solver For Incompressible Flows Using Structured GridsAkin, Ayhan 01 April 2006 (has links) (PDF)
A method to solve the Navier-Stokes equations for incompressible viscous flows is proposed. This method is SIMPLE (Semi-Implicit Method for Pressure Linked Equations) algorithm to iteratively solve the two-dimensional laminar steady momentum equations and based upon finite volume method on staggered grids. Numerical tests are performed on several cases of the flow in the lid-driven cavity, as well as of the flow after a backward-facing step with SIMPLE and SIMPLER (SIMPLE Revised) methods. Finally, results are compared qualitatively and quantitatively with numerical and experimental results available in the literature for different Reynolds numbers to validate the methods.
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Etude expérimentale de l'interection turbulence cavitation dans un écoulement de marche descendante cavitant : application à la problématique du "blackflow" l'amont des turbopompes de moteurs fusées / Experimental study of the turbulence cavitation interaction in a cavitating backward facing step flow : application to the backflow problem upstream the rocket engine turbopumpsMaurice, Guillaume 14 May 2014 (has links)
Le travail présenté ici s'insère dans le cadre des études amont financées par le CNES et SNECMA qui visent à mieux appréhender, et simuler les écoulements cavitants dans les inducteurs à l'amont des turbopompes spatiales. Compte tenu de la complexité des mécanismes mis en jeu dans ce type de géométrie, il a été décidé de réaliser une étude dans une géométrie académique de type marche descendante cavitante comportant les différents mécanismes physiques inhérents aux écoulements de backflow (écoulements instationnaires décollés) présents dans les inducteurs. Cette géométrie simplifiée a permis la mise en place d'une instrumentation de pointe telle que la densitométrie par absorption de rayons X résolue en temps ou encore la PIV-LIF 2D, 3C haute cadence pour la mesure du champ de vitesse liquide. Ces techniques étant couplées à la mesure du champ de pression pariétale, il a donc été possible d'estimer les interactions mutuelles entre la turbulence et la cavitation dans ce type d'écoulement.Les mesures couplées aux champ de pression ont également permis d'utiliser des techniques de traitement POD-LSE pour estimer des termes de corrélations densité-vitesse nécessaires à la validation des modèles de type transport de taux de vide. De manière générale, la cavitation engendre des modifications notables d'origine dilatatoire sur l'agitation turbulente et modifie la dynamique tourbillonnaire. Ces résultats permettent de tirer des conclusions sur les stratégies de modélisation. En effet en régime cavitant l'augmentation de l'énergie cinétique turbulente étant décorrélée du cisaillement moyen, les modèles basés sur une viscosité turbulente semblent inadaptés . D'autre part à fort taux de vide les résultats semblent être en contradiction totale avec les modèles barotropes. / The present study is inserted in the framework of previous research which aim to get a better understanding of turbulent and cavitating phenomena which occur in the spatial turbopump. Actually, the specific topology of the detached flow which takes place upstream the inducer is today miss-predicted by the standard numerical models.Taking into account the huge complexity of such a flow it has been decided to experimentally investigate the backward-facing step flow which is recognized as a benchmark for numerical simulations and cover a large area of similitude with the backflow upstream the inducers.For this purpose, the mean and turbulent quantities of the liquid phase in the presence of the vapor phase as well as spatio-temporal correlations have been investigated using stereoscopic time resolved PIV, the void ratio has been determined using X-Ray attenuation techniques and measurements have been made for different cavitation levels. The main originality of the present work is based on instantaneous measurements of the wall pressure signals correlated with high speed visualizations, PIV and X-Ray measurements. Specific signal processing as Proper Orthogonal Decomposition and Linear Stochastic Estimation has been performed in order to estimate the velocity-density correlations useful to evaluate the void ratio transport. In this experimental work the physical mechanisms of the vapour phase effects on the large vortex structures, shear layer instability, reattachment wall and reverse flow have been investigated to determine what physical assumptions can be applied in the usual cavitation and turbulence models.It has been found for the cavitating cases that the growth of turbulent kinetic energy is not correlated to mean and turbulent shear stresses. This experimental observation is in contradiction with the Boussinesq hypothesis used for the linear eddy viscosity models.Moreover concerning the phase-change modelization for high void fraction, the barotropic models seem to disagree with our experiments.
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Active control of the turbulent flow downstream of a backward facing step with dielectric barrier discharge plasma actuators / Contrôle actif de l'écoulement turbulent en aval d'une marche descendante à l'aide d'un actionneur plasmaSujar Garrido, Patricia 19 May 2014 (has links)
Cette thèse s'inscrit dans le cadre d'un projet international (MARS) dont le but est d'améliorer l'efficacité du transport aérien par contrôle d'écoulement. Dans ce contexte, les travaux expérimentaux présentés ici sont focalisés sur l'utilisation d'un actionneur plasma à Décharge à Barrière Diélectrique (DBD) pour contrôler l'écoulement turbulent en aval d'une marche descendante (BFS) à Reh = 30000. Deux types de décharges sont étudiés : une ac-DBD qui produit une force électrohydrodynamqiue et une ns-DBD qui produit une onde de pression. Plusieurs positions de l'actionneur sont étudiés, de façon à optimiser les effets de la décharge sur l'écoulement. A l'aide d'un système PIV stéréoscopique, une étude étendue est destinée à l'évaluation des paramètres électriques du signal. Parmi tous les résultats obtenus, la zone de recirculation est réduite de 20%. De plus, d'autres quantités moyennes telles que les composantes de Reynolds, l'énergie cinétique et l'épaisseur de la couche cisaillée ont été aussi analysées. La dernière partie de la thèse comprend une analyse dynamique des modifications produites par l'actionneur. Pour cela, les structures dominantes sont examinées par leur signature fréquentielle et par une décomposition orthogonal aux valeurs propres (POD). Tous les résultats conduisent à la définition d'un cas d'action optimal pour lequel il est obtenu une réduction maximal de la longueur de rattachement. Le lâcher tourbillonnaire est renforcé par un mécanisme de type "lock-on". / This thesis is part of an international project (MARS) to improve air transport efficiency by active flow control strategy. In this context, the presented experimental works are focused on a surface Dielectric Barrier Discharge (DBD) as a solution to control the turbulent flow separation downstream a backward-facing step (BFS) at Reh = 30000. Two different plasma discharges are investigated: an ac-DBD resulting in a electrohydrodynamic force and a ns- DBD producing a pressure wave. Thanks to the versatility of plasma discharges and in order to optimize its effects on the flow, different locations of the DBD actuator have been investigated. Furthermore, an extended parametric study regarding the input variables of the discharge has been carried out by stereoscopic PIV. Among the obtained results, the mean reattachment length has been reduced up to 20%. In addition, other averaged quantities such as Reynolds stress components, the kinetic energy and the vorticity thickness of the separated shear layer have been analyzed to provide more extended information about the effects of the DBD actuator. The last part includes a dynamical analysis of the modifications produced by an optimal actuation. For that aim, the dominant structures are investigated by their signature in the frequency domain and by proper orthogonal decomposition (POD). All the results lead to the definition of an optimal actuation for which the mean reattachment position is reduced and the vortex shedding street can be reinforced by a lock-on control mechanism.
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Análise computacional de casos característicos de câmaras de combustão empregando simulação de escalas adaptativas / Computational analysis of combustion chamber characteristic cases using scale-adaptivr simulationBovolato, Luiz Otávio de Carvalho 09 November 2018 (has links)
O projeto de pesquisa propôs avaliar a metodologia de Simulação de Escalas Adaptativas (SAS) para descrever escoamentos turbulentos e não-reativos utilizando estudos de casos característicos, amplamente documentados, os quais possuem comportamentos do escoamento distintos presentes em diferentes regiões de uma câmara de combustão. O primeiro estudo de caso foi a análise do escoamento sobre um degrau, em que foi avaliada a capacidade do modelo Simulação de Escalas Adaptativas, frente aos modelos de Navier-Stokes com Média de Reynolds (RANS) e Simulação de Grandes Escalas (LES) e aos dados experimentais, em prever a distribuição de pressão, ponto de recolamento e de perfis de velocidade ao longo do domínio após a separação. Pode-se notar que o modelo SAS apresentou resultados praticamente idênticos aos resultados obtidos pelo modelo RANS com relação à distribuição de pressão e a posição ponto de recolamento. Porém, os perfis de velocidade apresentaram algumas discrepâncias com relação aos perfis de velocidade dos modelos RANS e LES e dos resultados experimentais. Um segundo estudo de caso foi a análise do escoamento através de um turbilhonador, em que a capacidade do modelo SAS foi avaliada, comparando seus resultados com os resultados do modelo de Navier-Stokes Não-Estacionárias com Média de Reynolds (URANS) e com os dados experimentais, em prever perfis de velocidade em regiões de recirculação presentes neste estudo de caso. Pode-se observar que ambos os modelos conseguiram prever as principais estruturas de recirculação do escoamento, porém, os perfis de velocidade apresentaram significativas discrepâncias com relação aos dados experimentais. Em seguida, foram feitas comparações entre os modelos SAS e URANS com relação à previsão da precessão central de vórtice e de estruturas de vórtices, das quais foi observado que o modelo SAS apresenta uma maior capacidade para prever estas estruturas em relação ao modelo URANS. / The research project aimed to evaluate the Scale-Adaptive Simulation (SAS) methodology to describe turbulent and non-reactive flows using characteristic, widely documented, case studies, which have distinct flow behaviors present in different regions of a chamber of combustion. The first case study was the analysis of a flow over a backward-facing step, from which the Scale-Adaptive Simulation (SAS) model capacity was evaluated, compared to the Reynolds Averaged Navier-Stokes (RANS) and Large-Eddy Simulation (LES) models and experimental data, in order to predict the pressure distribution, reattachment point and velocity profiles throughout the domain after separation. It can be noticed that the SAS model presented results almost identical to the results obtained by the RANS model in relation to the pressure distribution and reattachment position. However, the velocity profiles presented some discrepancies in respect to RANS and LES velocity profiles and the experimental results. A second case study was the analysis of the flow through a swirler, from which the capacity of the SAS model was evaluated, comparing its results to the results of the Unsteady Reynolds Averaged Navier-Stokes (URANS) model and with the experimental data, to predict velocity profiles in recirculation regions present in this case study. It can be observed that both models were able to predict the main recirculation structures of the flow, however, the velocity profiles presented significant discrepancies in relation to the experimental data. Then, comparisons were made between the SAS and URANS models in respect to the prediction of vortex precession vortex core and vortex structures, from which it was observed that the SAS model presents a greater capacity to predict these structures in relation to the URANS model.
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Large Eddy Simulations of a Back-step Turbulent Flow and Preliminary Assessment of Machine Learning for Reduced Order Turbulence Model DevelopmentBiswaranjan Pati (11205510) 30 July 2021 (has links)
Accuracy in turbulence modeling remains a hurdle in the widespread use of Computational Fluid Dynamics (CFD) as a tool for furthering fluids dynamics research. Meanwhile, computational power remains a significant concern for solving real-life wall-bounded flows, which portray a wide range of length and time scales. The tools for turbulence analysis at our disposal, in the decreasing order of their accuracy, include Direct Numerical Simulation (DNS), Large Eddy Simulation (LES), and Reynolds-Averaged Navier Stokes (RANS) based models. While DNS and LES would remain exorbitantly expensive options for simulating high Reynolds number flows for the foreseeable future, RANS is and continues to be a viable option utilized in commercial and academic endeavors. In the first part of the present work, flow over the back-step test case was solved, and parametric studies for various parameters such as re-circulation length (X<sub>r</sub>), coefficient of pressure (C<sub>p</sub>), and coefficient of skin friction (C<sub>f</sub>) are presented and validated with experimental results. The back-step setup was chosen as the test case as turbulent modeling of flow past backward-facing step has been pivotal to understand separated flows better. Turbulence modeling is done on the test case using RANS (k-ε and k-ω models), and LES modeling, for different values of Reynolds number (Re ∈ {2, 2.5, 3, 3.5} × 10<sup>4</sup>) and expansion ratios (ER ∈ {1.5, 2, 2.5, 3}). The LES results show good agreement with experimental results, and the discrepancy between the RANS results and experimental data was highlighted. The results obtained in the first part reveal a pattern of under-prediction noticed with using RANS-based models to analyze canonical setups such as the backward-facing step. The LES results show close proximity to experimental data, as mentioned above, which makes it an excellent source of training data for the machine learning analysis outlined in the second part. The highlighted discrepancy and the inability of the RANS model to accurately predict significant flow properties create the need for a better model. The purpose of the second part of the present study is to make systematic efforts to minimize the error between flow properties from RANS modeling and experimental data, as seen in the first part. A machine learning model was constructed in the second part of the present study to predict the eddy viscosity parameter (μt) as a function of turbulent kinetic energy (TKE) and dissipation rate (ε) derived from LES data, effectively working as an ad hoc eddy-viscosity based turbulence model. The machine learning model does not work well with the flow domain as a whole, but a zonal analysis reveals a better prediction of eddy viscosity than the whole domain. Among the zones, the area in the vicinity of the re-circulation zone gives the best result. The obtained results point towards the need for a zonal analysis for the better performance of the machine learning model, which will enable us to improve RANS predictions by developing a reduced order turbulence model.
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Amélioration de la prévision des écoulements turbulents par une approche URANS avancée / Improvement of the turbulent flows predictions thanks to an upgraded URANS approachBenyoucef, Farid 21 May 2013 (has links)
Ces travaux de recherche ont pour but d’évaluer la méthode dite de la "Simulation auxEchelles Adaptées" (SAS pour Scale-Adaptive Simulation). Cette approche coïncide avec uneapproche RANS classique dans les zones pariétales attachées et adapte le niveau de viscositéturbulente dans les zones décollées pour y permettre une résolution partielle des structures turbulentes.Dans une première partie, une analyse théorique du modèle SAS original a été menéeet a permis de développer une correction visant à favoriser l’adaptation du niveau de viscositéturbulente dans les zones sièges d’instabilités de type Kelvin-Helmholtz. Le modèle ainsi corrigéest nommé SAS-αL. Les modèles SAS et SAS-αL ont été implantés dans le code de calculNavier-Stokes elsA de l’ONERA. À l’issue de cette étape, trois cas académiques d’écoulementsturbulents instationnaires, cylindre à grand nombre de Reynolds, marche descendante et cavitétranssonique, ont été simulés grâce aux trois modèles de turbulence SST, SAS et SAS-αL. Outreune comparaison aux bases de données expérimentales disponibles, une attention particulièrea été portée à l’influence de paramètres numériques tels que des schémas numériques d’ordreélevé. Enfin, afin d’étudier la viabilité de l’approche SAS dans un contexte industriel, les troismodèles de turbulence ont été testés sur une configuration issue de l’industrie aéronautique etcorrespondant à la sortie d’air chaud d’un système de dégivrage des nacelles d’avion. La comparaisondes prévisions obtenues avec les modèles SST, SAS et SAS-αL aux données expérimentalesobtenues à l’ONERA a permis de montrer un gain de précision grâce à l’emploi de l’approcheSAS et ce pour un coût de calcul compatible avec un cycle de conception industrielle. / This research work is meant to assess an upgraded URANS approach, namely the Scale-Adaptive Simulation (SAS). This method is similar to a conventional RANS approach (namelythe SSTmodel) in attached areas and is able to adapt the eddy-viscosity level in detached areas toensure the resolution, at least partially, of the turbulent structures. In a first part of this researchwork, an improvement of the SAS approach is suggestedto allowa better sensitivity of themodelto instabilities such as Kelvin-Helmholtz ones. This "improved" model is referred to as SAS-αLmodel. Both SAS and SAS-αL models were implemented in the ONERA Navier-Stokes solverelsA and both of themaswell as the SSTmodelwere tested on academic test cases : a cylinder in acrossflowat a high Reynolds number, a backward-facing step flowcorresponding to theDriver&Seegmiller experiment and the transonic flow over the M219 cavity experimentally investigatedby de Henshaw. The influence of the numerical parameters was deeply investigated and particularattention was paid to the high-order space-discretization schemes effects. The reliabilityof the SAS approach in an industrial framework was assessed on an aeronautic configurationnamely a nacelle de-icing device. Comparisons between the threemodels (SST, SAS and SAS-αL)and an experimental database available at ONERA - The French Aerospace Lab have shown thebetter accuracy of the SAS approach as well as the high potential of the SAS-αL model.
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