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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.
91

Modélidation de la combustion diluée par tabulation de la cinétique chimique / Diluted combustion modeling by chemistry tabulation approach

Lamouroux, Jean 19 March 2013 (has links)
Cette thèse se situe dans le cadre du projet CANOE, piloté par GDF SUEZ et l'ADEME, qui vise à étudier la faisabilité et la viabilité du régime de combustion sans flamme dans les chaudières industrielles. Il est maintenant établi que le préchauffage des réactifs permet d'améliorer le rendement thermique et de diminuer la consommation de combustible d'une configuration. Pour contourner la formation d'oxydes d'azote résultant de l'augmentation de température des réactifs, ces derniers peuvent être massivement dilués par des produits de combustion. Cela permet d'éviter la formation de points chauds et d'homogénéiser les gradients de température: c'est le principe de la combustion sans flamme. L'objectif de cette thèse est de développer un modèle de combustion turbulente adapté à ce type de régime. La cinétique chimique complexe et le contrôle des pertes thermiques est d'une importance capitale dans l'établissement et la stabilisation du processus de combustion sans flamme. Ici, ces effets sont considérés dans une approche de tabulation de la cinétique chimique de type FPV. Pour discriminer les effets associés aux évolutions suivant les paramètres de contrôle de nos bases de données, on effectue une analyse des réponses de flammes laminaires à différents niveaux de dilution et de pertes thermiques. De plus, nous évaluons l'importance de l'utilisation de tabulations de dimensions élevées, et les capacités prédictives des méthodes de tabulation développées sont mises en exergue. Puis, des simulations aux grandes échelles de la turbulence de configurations adiabatique et à parois refroidies sont effectuées. On compare des tabulations de nombre de degrés de libertés variés aux données expérimentales. Les résultats obtenus sont en très bon accord avec ces dernières pour les tabulations les plus complexes, alors que des limitations significatives apparaissent pour des tabulations de dimensions inférieures. Les simulations proposées indiquent la capacité de nos modèles à reproduire des structures de flammes réalistes. / This thesis is within a framework of the CANOE project, under the responsibility of GDF SUEZ and the ADEME, and aims at studying the feasibility of the flameless combustion regime in industrial boilers. It is now well established that reactants preheating allows an improvement on thermal efficiency as well as fuel savings. To avoid an increase in nitrogen oxides emissions arising from reactants temperature augmentation, massive dilution of the reactants by burnt gases can be used. While doing so, hot spots are averted and temperature gradients are smoothed: it’s the principle of flameless combustion. Even though this combustion regime is a subject of increasing interest to the industry, its mechanisms are not yet fully understood. The objective of this work is to develop and validate a new turbulent combustion model adapted to this kind of regimes. Complex chemistry as well as heat losses control is of paramount importance in the establishment and stabilization of the flameless combustion process. Here, these effects are taken into account in an FPV-type chemistry tabulation approach. To discriminate the effects associated with evolutions along the database control parameters, we analyze laminar flame responses to different levels of dilution and heat losses. Moreover, we assess the importance of high-order tabulations, and predictive capabilities of our approaches are highlighted. Then, large-eddy simulations of laboratory scale experiments (an adiabatic and a cooled wall configuration) are carried out. To this end, we compare databases featuring different number of dimensions to experimental data on temperature and species distributions available in the literature. Simulation results are in very good agreement with experimental data for complex tabulations, while discrepancies arise for lower order tabulations. Simulation results show that flameless combustion features a wide variety of flame structures, and that our models are able to tackle realistic flame structures.
92

Développement d'un code de transfert radiatif et de son couplage avec un code LES / Development of a radiative transfer code and its coupling with a LES code

Refahi, Sorour 18 February 2013 (has links)
Les transferts radiatifs jouent un rôle important dans les chambres de combustion des installations industrielles. En effet, il existe un couplage fort entre la combustion turbulente et le rayonnement. Dans le but d’étudier ce couplage, le code Rainier est développé pour les calculs de pertes par rayonnement dans un écoulement réactif dans des géométries complexes. Ce code repose sur des simulations aux grandes échelles (LES) de la combustion turbulente. Il est basé sur les maillages tétraédriques non structurés. Le modèle de rayonnement appliqué à la modélisation des propriétés radiatives des gaz est le modèle CK (Correlated-k). La méthode statistique de Monte-Carlo (ERM) est utilisée pour résoudre l’équation de Transfert du Rayonnement (ETR). Le code de rayonnement est parallélisé et il montre une réponse linéaire en fonction du nombre de processeurs très proche de la réponse idéale. Une méthode de couplage de code de rayonnement avec le code de combustion LES est développée. Chacun des codes a sa propre logique d’architecture et de développement. En conséquence, le couplage entre les deux domaines d’étude est réalisé de telle façon que les échanges des données et les synchronisations entre eux soient assurés. Les résultats obtenus à partir du couplage des sur une chambre de combustion d’hélicoptère sont présentés. Nous avons montré que le rayonnement modifie les champs instantanés de température et d’espèces à l’intérieur de la chambre de combustion. / Radiation plays an important role in industrial combustion chambers. In fact, there is a strong coupling between combustion and heat transfer in these turbulence chambers. The Rainier code is developed for the calculation of radiation in a reactive flow within a complex geometry. This code is dedicated to Large Eddy Simulation (LES) of turbulent reactive flows. The code is based on unstructured tetrahedral mesh. The correlated k-distribution method (CK) is applied to the modelling of radiative properties of gases. A statistical method of Monte Carlo (ERM) is used to resolve the Radiation Transfer Equation (RTE). The code is parallelized and it shows a linear response to the number of processors, which is very close to the ideal response. A coupling method of the Rainier code and the turbulent combustion code LES is implemented. Each code has its own logic architecture and development. For this, the coupling between these two different fields of study is achieved in such a way that the data exchange and synchronization between them is assured. The results obtained by applying the coupled codes to the combustion chamber of helicopter are presented. We have shown that the radiative transfer modifies the temperature and species fields inside the combustion chamber.
93

Estudo da interação turbulência-radiação através do método de simulação de grandes escalas para meios participantes

Velasco, Guilherme Eismann January 2014 (has links)
O presente trabalho tem por objetivo estudar as Interações Turbulência-Radiação em um escoamento não reativo para meios participantes. Estas interações caracterizam-se por um complexo fenômeno transiente, devido à combinação de dois fenômenos, unindo as características das flutuações da turbulência e da elevada não linearidade do fenômeno da radiação térmica. O estudo consiste em análise numérica do problema por dinâmica de fluidos computacional, através da utilização do Fire Dynamics Simulator (FDS), um software Open-Source, na qual a modelagem da turbulência é feita através da Simulação de Grandes Escalas. Como se trata de um software novo, bem como sendo introduzido no grupo de pesquisa, primeiramente é realizada a simulação de um caso benchmark para verificação e avaliação da formulação numérica. A análise do TRI é realizada em um problema proposto baseado em trocadores de calor reais utilizados em máquinas térmicas, como por exemplo, geradores de vapor ou coletores de escapamento de motores, envolvendo transferência combinada de convecção forçada e radiação térmica. A metodologia de avaliação consiste em comparar o fluxo radiante médio nas fronteiras obtido através da simulação transiente e compará-lo com o fluxo obtido por meio do campo médio temporal de temperaturas. São avaliadas a influência da intensidade de turbulência na entrada do escoamento, assim como a da espessura óptica, ambos relevantes para os efeitos do TRI. Conforme descrito pela literatura, neste tipo de problema as interações podem ser negligenciadas, confirmando os resultados obtidos, da ordem de 2% para o fluxo radiante. / This dissertation has the objective of analyzing the Turbulence-Radiation Interaction for a non-reactive flow with a participating media. These interactions are characterized by complex transient effects, due to the combination of two phenomena, coupling the scalar fluctuations of the turbulence and the highly non-linearity of thermal radiation. The study consists in a numerical analysis through Computational Fluid Dynamics, using the Fire Dynamics Simulator (FDS), an Open-Source software, which employs the Large Eddy Simulation method. Because the software is under development and new in the research group, it will be performed the simulation of a benchmark case for verification and evaluation of the numerical methodology. The TRI analysis will be performed in a proposed problem, based on real heat exchangers, as an example, steam generators or exhaust manifold of combustion engines, involving combined heat transfer between forced convection and radiative heat transfer. The methodology consists in evaluating the radiative mean heat flux obtained by the transient simulation and compare it with the flux obtained with the time-averaged temperature field. It will be evaluated the influence of the turbulence intensity at the inlet and the optical thickness, both very important for the TRI effects. According to the literature, in this case the TRI effects could be neglected, confirming the obtained results, around 2% for the radiative heat flux.
94

Modelagem de uma chama de difusão utilizando-se a técnica de simulação de grandes estruturas turbulentas. / Large eddy simulation of methane diffusion flame.

Hamilton Fernando de Souza Araujo 05 June 2006 (has links)
O presente trabalho versa sobre a modelagem de uma chama turbulenta difusiva usando a técnica de simulação de grandes estruturas turbulentas (LES), juntamente com o modelo termo-químico de folha de chama (flame sheet model) e o conceito de fração de mistura como escalar conservativo. Este trabalho também é pioneiro de utilização de LES com reação química no Brasil, podendo colaborar para o desenvolvimento desta técnica na área de combustão. O trabalho consiste na construção e validação das rotinas computacionais de um código CFD, baseado em LES e com flexibilidade para uma futura utilização de cinética química detalhada de combustão (EDC/ISAT), para casos complexos onde modelos mais simples, como a fração de mistura, são falhos. O programa será validado em uma chama de difusão turbulenta não-confinada de metano (CH4), para a qual existem dados experimentais na literatura [61,62] e utilizados pela comunidade acadêmica em excelência (Stanford, TU-Darmstadt, Imperial College, Cornell University etc). As características da implementação numérica do código permitirão sua expansão futura para outras aplicações em: queima de combustíveis líquidos, combustão em câmaras fechadas e fornalhas com a inclusão de modelo de radiação. / The present work is about modeling a diffusive turbulent flame using the Large-Eddy Simulation approach (LES) and the Flame Sheet model as the chemical model with the mixture fraction concept as the conservative scalar. This work is pioneer in the sense of using LES and reactive flow in Brazil, making possible the development for LES techniques in the combustion area. The work is intended to construct and validate a CFD code based on LES and with future flexibility for a more detailed combustion chemical model (EDC/ISAT) for complex flows, where simple models are failed, like the mixture fraction. The program will be validated for a turbulent diffusion methane (CH4) flame not confined, which there are some experimental data on the specialized literature [61,62], and commonly used by the academic community (Stanford, TU-Darmstadt, Imperial College, Cornell University etc). The features of the numerical code implementation will make possible future expansion of its use in other applications: liquid fuel burning, combustion chambers and ovens with the radiation model inclusion.
95

Numerical modelling of compressible turbulent premixed hydrogen flames

Turquand D'Auzay, Charles January 2016 (has links)
Turbulent combustion has a profound effect on the way we live our lives; homes and businesses predominantly rely on power generated by burning some form of fuel, and the vast majority of transport of passengers and cargo are driven by combustion. Fossil fuels remain readily available and relatively cheap, and so will continue to power the modern world for the foreseeable future. Combustion of fossil fuels produces emissions that detrimentally affect air quality, particularly in highly-populated cities, and are also widely believed to be contributing to global climate change. Consequently, increasing attention is being focused on alternative fuels, increased efficiency and reduced emissions. One alternative fuel is hydrogen, which introduces challenges in end-usage, storage and safety that are not encountered with more conventional fuels. Advances in computational power and software technology means that numerical simulation has a growing role in the development of combustors and safety evaluation. Despite these advances, many challenges remain; the broad range of time and length scales involved are coupled with complex thermodynamics and chemistry on top of turbulent fluid mechanics, which means that detailed simulations of even relatively-simple burners are still prohibitively expensive. Engineering turbulent flame models are required to reduce computational expense, and the challenge is to retain as much of the flow physics as possible. Furthermore, the choice of numerical approach has a significant effect on the quality of simulation, and different target applications place different demands on the numerical scheme. In the case of hydrogen explosion, the approach needs to be able to capture a range of physical behaviours including turbulence, low-speed deflagration, high-speed shock waves and potentially detonations. One such numerical approach that has enjoyed widespread success is finite volumes schemes based on the Godunov method. These methods perform well at all speeds, and have positive shock-capturing capability, but recent studies have demonstrated difficulties with numerical stability for more complex thermodynamics, specifically in the case of fully-conservative methods for multi-component fluids with varying thermodynamic properties. A recent development is the so-called double-flux method, which retains many of the positive properties of the fully-conservative approaches and does not suffer from the same numerical instabilities, but is quasi-conservative and involves additional computational expense. The present work consolidates the state-of-the-art in the literature, and considers two equation sets, based on mass fraction and volume fraction, respectively, along with fully-conservative and quasiconservative schemes. Comprehensive validation and evaluation of the different approaches is presented. It was found that both quasi-conservative approaches performed well, with a better conservative behaviour for the quasi-conservative volume fraction, but a better stability for the quasi-conservative mass fraction. Finally, the numerical tool developed is applied to turbulent combustion of premixed hydrogen in the context of the semi-confined experiments from the University of Sydney. The LES results showed an good overall agreement with the experimental data, and the critical parameters such as overpressure and flame speed where globally well captured, highlighting the large potential of LES for safety analysis.
96

Analyse a-priori de modèles LES sous-mailles appliqués à la turbulence de paroi avec gradients de pression / A-priori analysis of LES subgrid scale models applied to wall turbulence with pressure gradients

Li, Cuicui 18 November 2013 (has links)
Après plus de 50 ans de recherche, l'intérêt de la simulation des grandes échelles pour la simulation des écoulements instationnaires a été largement démontré et cette méthode est aujourd'hui utilisée pour une grande variété d'applications industrielles. Plusieurs classes de modèles sous-maille ont été proposées dont celle très connue des modèles de viscosité sous-maille souvent préférée pour sa simplicité et sa robustesse. Leur formulation comporte un coefficient qui doit être ajusté pour chaque type d'écoulement et qui a été analysé pour des géométries simples. L'objectif de ce travail est de réaliser des analyses a-priori de ces modèles dans un canal plan et un canal convergent-divergent à relativement grand nombre de Reynolds. Les influences du type de filtre et de la largeur du filtre sont systématiquement abordées pour chacune des statistiques. Le transfert d'énergie sous-maille et la dissipation sous-maille sont tout d'abord étudiés. Ensuite, les coefficients des modèles Smagorinsky, Smagorinsky dynamique, WALE et du modèle Sigma nouvellement proposé sont estimés a-priori. Il est démontré que les coefficients des quatre modèles sont non-homogènes dans le domaine de simulation et sont largement affectés par le gradient de pression adverse, principalement dans la zone de recirculation. Enfin, les corrélations entre les quantités exactes et leurs équivalents modélisés sont examinées. Les résultats montrent un faible niveau de prédiction des modèles sous-maille et une grande variabilité des quantités modélisées dans les régions de fort gradient de pression adverse. Ceci peut expliquer les difficultés pour obtenir de bons résultats LES dans une telle configuration / After more than 50 years of investigation, Large Eddy Simulation has demonstrated its benefit for unsteady flow simulation and is currently applied in a wide variety of engineering applications. Several classes of subgrid scale models were proposed, including the well known eddy viscosity models, usually preferred because of their simplicities and robustness. The formulation of these models includes a coefficient which needs to be analyzed for each flow configuration and which has been investigated in simple geometries.The aim of the present work is to perform a-priori analysis of subgrid scale models in plane channel flow and in a converging-diverging channel flow at fairly large Reynolds number.The influences of the filter type and filter width are systematically addressed in analyses of all statistics. The SGS energy transfer and energy dissipation are firstly analyzed.Then, the a priori estimate of the coefficients of subgrid scale models, including the standard Smagorinsky, Dynamic Smagorinsky, the WALE and the new updated sigma models, are investigated in detail. It is shown that, the coefficients of the four models are non-homogeneous in the simulation domain and are largely affected by the adverse pressure gradient, especially in the recirculation region. Finally, the correlations between the exact quantities and their counterparts modeled by the subgrid scale models with respect to three criteria are explored. The results show a low predictability of subgrid scale models and a strong variability of the modeled quantities in the region of strong adverse pressure gradient. This may explain the difficulty to obtain accurate LES results in such flow configuration
97

An investigation into wall boundary conditions and three-dimensional turbulent flows using smoothed particle hydrodynamics

Mayrhofer, Arno January 2014 (has links)
This thesis investigates turbulent wall-bounded flows using the Smoothed Particle Hydrodynamics (SPH) method. The first part focuses on the SPH method itself in the context of the Navier-Stokes equations with a special emphasis on wall boundary conditions. After discussing classical wall boundary conditions a detailed introduction to unified semi-analytical wall boundary conditions is given where the key parameter is a renormalization factor that accounts for the truncated kernel support in wall-bounded flows. In the following chapter it is shown that these boundary conditions fulfill energy conservation only approximately. This leads to numerical noise which, interpreted as form of Brownian motion, is treated using an additional volume diffusion term in the continuity equation where it is shown to be equivalent to an approximate Riemann solver. Two extensions to the boundary conditions are presented dealing with variable driving forces and a generalization to Robin type and arbitrary-order interpolation. Two modifications for freesurface flows are then presented, one for the volume diffusion term and the other for the algorithm that imposes Robin boundary conditions. The variable driving force is validated using a Poiseuille flow and the results indicate an error which is five orders of magnitude smaller than with the previous formulation. Discretising the wave equation with Robin boundary conditions proves that these are correctly imposed and that increasing the order of the interpolation decreases the error. The two modifications for flows under the influence of external forces significantly reduce the error at the free-surface. Finally, a dam break over a wedge demonstrates the capabilities of all the proposed modifications. With the aim of simulating turbulent flows in channels, the thesis moves on to extending the unified semi-analytical wall-boundary conditions to three dimensions. The thesis first presents the consistent computation of the vertex particle mass. Then, the computation of the kernel renormalization factor is considered, which in 3-D consists of solving an integral over a two dimensional manifold where the smoothing kernel intersects the boundary. Using a domain decomposition algorithm special integration areas are obtained for which this integral can be solved for the 5 th -order Wendland kernel. This algorithm is successfully applied to several validation cases including a dam break with an obstacle which show a significant improvement compared to other approximative methods and boundary conditions. The second part of this thesis investigates turbulent flows, in particular turbulent channel flow. This test case is introduced in detail showing both the physical properties as well as established numerical methods such as direct numerical simulation (DNS) and large eddy simulation (LES). In the penultimate chapter several SPH simulations of the turbulent channel flow are shown. The first section deals with a quasi DNS of the minimal-flow unit, a channel flow with a minimal domain size to sustain turbulent flow structures. The Eulerian statistics are compared to literature and show good agreement except for some wall-normal quantities. Furthermore, preliminary Lagrangian statistics are shown and compared to results obtained from a mesh-based DNS. The final simulation shows a LES of a full-sized channel at Reynolds number Re τ = 1000. The Eulerian statistics are compared to literature and the discrepancies found are explained using simulations of the Taylor-Green vortex, indicating that the momentum is not transferred appropriately due to an unresolved velocity-pressure-gradient tensor.
98

Large eddy simulation of supersonic combustion with application to scramjet engines

Cocks, Peter January 2011 (has links)
This work evaluates the capabilities of the RANS and LES techniques for the simulation of high speed reacting flows. These methods are used to gain further insight into the physics encountered and regimes present in supersonic combustion. The target application of this research is the scramjet engine, a propulsion system of great promise for efficient hypersonic flight. In order to conduct this work a new highly parallelised code, PULSAR, is developed. PULSAR is capable of simulating complex chemistry combustion in highly compressible flows, based on a second order upwind method to provide a monotonic solution in the presence of high gradient physics. Through the simulation of a non-reacting supersonic coaxial helium jet the RANS method is shown to be sensitive to constants involved in the modelling process. The LES technique is more computationally demanding but is shown to be much less sensitive to these model parameters. Nevertheless, LES results are shown to be sensitive to the nature of turbulence at the inflow; however this information can be experimentally obtained. The SCHOLAR test case is used to validate the reacting aspects of PULSAR. Comparing RANS results from laminar chemistry and assumed PDF combustion model simulations, the influence of turbulence-chemistry interactions in supersonic combustion is shown to be small. In the presence of reactions, the RANS results are sensitive to inflow turbulence, due to its influence on mixing. From complex chemistry simulations the combustion behaviour is evaluated to sit between the flamelet and distributed reaction regimes. LES results allow an evaluation of the physics involved, with a pair of coherent vortices identified as the dominant influence on mixing for the oblique wall fuel injection method. It is shown that inflow turbulence has a significant impact on the behaviour of these vortices and hence it is vital for turbulence intensities and length scales to be measured by experimentalists, in order for accurate simulations to be possible.
99

Simulating organization of convective cloud fields and interactions with the surface

Hoffmann, Alex January 2013 (has links)
The mesoscale organization and structure of convective clouds is thought to be rooted in the thermodynamic properties of the atmosphere and in the turbulent to mesoscale dynamics of the flow. Such structure may contribute to the transition between shallow and deep convection. The thermodynamic state of the boundary layer is forced by the amount of surface fluxes from below. Conversely, landscape patterns and land-cover heterogeneity may equally give rise to focused regions for deep convection triggering, in particular when patch sizes exceed 10 km. Since the convective boundary layer has a mediating function between the surface and deep storm clouds, the connection between surface and upper atmosphere is not straightforward. It is generally believed to involve local erosion of the capping inversion layer, the build-up of a moist energy supply, gradual humidification of the lower-free troposphere that reduces dry air entrainment into burgeoning deeper clouds, and thermal mesoscale circulations that can generate moisture convergence and locally forced ascent. To what extent microscale realistic surface heterogeneity and an interactive surface response matter to shallow and deep convection and its organization remains an open question. In this dissertation, we describe the coupling of a physiology-based vegetation model (HYBRID) and of a sea surface flux algorithm (COARE) to the cloud-resolving Active Tracer High-resolution Atmospheric Model (ATHAM). We investigate the full diurnal cycle of convection based on the example of the Hector storm over Tiwi Islands, notably the well-characterized event on 30th November 2005. The model performs well in terms of timing and cloud dynamics in comparison to a range of available observations. Also, ATHAM-HYBRID seems to do well in terms of flux partitioning. Whilst awaiting more thorough flux validation, we remain confident that the interactive surface response of both HYBRID and COARE is suited for the purpose of simulating convective-scale processes. We find the storm system evolution in 3D simulations to be robust with respect to differences in surface configuration and initialization. Within our 3D sensitivity runs, we could not identify a strong dependence on either realistic surface heterogeneity in the island landscape or on the interactive surface response. We conclude that in our case study at least, atmospheric (turbulent) dynamics likely dominate over surface heterogeneity effects, provided that the bulk magnitude of the surface energy fluxes, and their partitioning into sensible and latent heat (Bowen ratio), remain unaltered. This is consistent with 2D sensitivity studies, where we find model grid-spacing and momentum diffusion, governing the dynamics, to have an important influence on the overall evolution of deep convection. Fine grid-spacing is necessary, as the median width of updraught cores mostly does not exceed 1000 m. We associate this influence with the dry air entrainment rate in the wake of rising parcels, and with how resolution and diffusion act on coherent structures in the flow. In 2D sensitivity studies with differences in realistic heterogeneities of surface properties, we find little evidence for a clear deterministic influence of these properties on the transition between shallow and deep convection, in spite of largely different storm evolutions across the various runs. In these runs, we tentatively ascribe triggering to stochastic features in the flow, without discarding the relevance of convergence lines produced by mesoscale density currents, such as the sea breeze and cold pool storm outflows.
100

Large eddy simulation of premixed combustion using flamelets

Langella, Ivan January 2016 (has links)
Large Eddy Simulation (LES) has potential to address unsteady phenomena in turbulent premixed flames and to capture turbulence scales and their influence on combustion. Thus, this approach is gaining interest in industry to analyse turbulent reacting flows. In LES, the dynamics of large-scale turbulent eddies down to a cut-off scale are solved, with models to mimic the influences of sub-grid scales. Since the flame front is thinner than the smallest scale resolved in a typical LES, the premixed combustion is a sub-grid scale (SGS) phenomenon and involves strong interplay among small-scale turbulence, chemical reactions and molecular diffusion. Sub-grid scale combustion models must accurately represent these processes. When the flame front is thinner than the smallest turbulent scale, the flame is corrugated by the turbulence and can be seen as an ensemble of thin, one-dimensional laminar flames (flamelets). This allows one to decouple turbulence from chemistry, with a significant reduction in computational effort. However, potentials and limitations of flamelets are not fully explored and understood. This work contributes to this understanding. Two models are identified, one based on an algebraic expression for the reaction rate of a progress variable and the assumption of fast chemistry, the other based on a database of unstrained flamelets in which reaction rates are stored and parametrised using a progress variable and its SGS variance, and their potentials are shown for a wide range of premixed combustion conditions of practical interest. The sensitivity to a number of model parameters and boundary conditions is explored to assess the robustness of these models. This work shows that the SGS variance of progress variable plays a crucial role in the SGS reaction rate modelling and cannot be obtained using a simple algebraic closure like that commonly used for a passive scalar. The use of strained flamelets to include the flame stretching effects is not required when the variance is obtained from its transport equation and the resolved turbulence contains predominant part of the turbulent kinetic energy. Thus, it seems that SGS closure using unstrained flamelets model is robust and adequate for wide range of turbulent premixed combustion conditions.

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