1,860 results on '"turbulent flows"'
Search Results
2. Nonlinear model order reduction of engineering turbulence using data-assisted neural networks
- Author
-
Zhu, Chuanhua, Fu, Jinlong, Xiao, Dunhui, and Wang, Jinsheng
- Published
- 2025
- Full Text
- View/download PDF
3. A front-tracking immersed-boundary framework for simulating Lagrangian melting problems
- Author
-
Zhong, Kevin, Howland, Christopher J., Lohse, Detlef, and Verzicco, Roberto
- Published
- 2025
- Full Text
- View/download PDF
4. Strongly stable dual-pairing summation by parts finite difference schemes for the vector invariant nonlinear shallow water equations – I: Numerical scheme and validation on the plane
- Author
-
Hew, Justin Kin Jun, Duru, Kenneth, Roberts, Stephen, Zoppou, Christopher, and Ricardo, Kieran
- Published
- 2025
- Full Text
- View/download PDF
5. Numerical Analysis of the Influence of Rectangular Deflectors and Geometry of L-Shaped Channel over the Performance of a Savonius Turbine.
- Author
-
Santos, Andrei Luís Garcia, Martins, Jaifer Corrêa, Isoldi, Liércio André, Dias, Gustavo da Cunha, Rocha, Luiz Alberto Oliveira, Souza, Jeferson Avila, and dos Santos, Elizaldo Domingues
- Abstract
The present work investigates the influence of rectangular deflectors on the performance of a Savonius turbine mounted in an L-shaped channel, which represents a geometry like that found in one oscillating water column (OWC) device. It also performs a geometric investigation of the entrance region of the channel. More precisely, it investigates the effect of the height/length ratio (H
1 /L1 ) of the entering region of the channel on the system performance for three different configurations: (1) without the use of deflectors, (2) with just one deflector upstream the turbine, and (3) with one deflector upstream and another downstream the turbine. The geometric investigation is performed based on the constructal design method, and the entering channel area (A1 ) is the problem constraint. The performance indicators are the mechanical power in the Savonius turbine and the available power in the device. For all cases, it is considered turbulent airflow in the domain, being solved by the unsteady Reynolds Averaged Navier–Stokes mass and momentum equations. The numerical solution was obtained with the finite-volume method using the Ansys FLUENT software (version 2021 R1). The k-ω shear stress transport turbulence closure model is used. The results demonstrated that the mechanical and available powers depend on the H1 /L1 ratio, regardless of the usage of deflectors. For instance, differences of up to 16.35% in mechanical power and 7.25% in available power were observed between the best and worst performance configurations in the case without deflectors. The use of deflectors resulted in increases of two and three times in available and mechanical powers, respectively, when the cases with one and two deflectors are compared with those without deflectors. This demonstrates that the enclosed domain and the insertion of the deflectors can enhance the performance of the Savonius turbine. [ABSTRACT FROM AUTHOR]- Published
- 2025
- Full Text
- View/download PDF
6. Structure and energy transfer in homogeneous turbulence below a free surface.
- Subjects
FLUID mechanics ,FREE surfaces ,REYNOLDS number ,FLUID dynamics ,PARTICLE image velocimetry - Abstract
The article "Structure and energy transfer in homogeneous turbulence below a free surface" delves into the dynamics of turbulence beneath a free surface, emphasizing energy transport across scales. The research uncovers alterations in energy distribution and velocity gradients near the surface, impacted by surface deformation and boundary conditions. The findings corroborate previous studies and theoretical expectations, shedding light on the influence of the free surface on inter-scale energy transfer and turbulence dynamics. The study offers valuable insights into the intricate dynamics of free-surface flows and turbulent energy distribution, contributing to a deeper understanding of turbulence near a free surface. [Extracted from the article]
- Published
- 2024
- Full Text
- View/download PDF
7. Linear stability analysis of turbulent mean flows based on a data-consistent Reynolds-averaged Navier–Stokes model: prediction of three-dimensional stall cells around an airfoil.
- Subjects
TURBULENT boundary layer ,REYNOLDS stress ,MACH number ,ASPECT ratio (Aerofoils) ,TURBULENT jets (Fluid dynamics) ,PARTICLE image velocimetry ,MEASUREMENT of viscosity ,VORTEX shedding ,FLOW separation - Abstract
The article in the Journal of Fluid Mechanics explores the linear stability analysis of turbulent mean flows around an airfoil, specifically focusing on predicting three-dimensional stall cells. By using global stability analyses of turbulent mean flows computed with Reynolds-averaged Navier-Stokes equations, the study investigates corrections to turbulence models to enhance mean flow estimation. The research highlights the significance of data assimilation in improving predictions of flow separation and recirculation regions near the airfoil's trailing edge, ultimately leading to a more precise representation of flow behavior and the onset of stall cells. The study underscores the importance of selecting the appropriate correction for turbulence models in stability analyses, with correction ¯f1 demonstrating the most accurate predictions of stall cell onset. [Extracted from the article]
- Published
- 2024
- Full Text
- View/download PDF
8. Turbulent flow of non-Newtonian fluid in rough channels.
- Subjects
COHERENT structures ,NEWTONIAN fluids ,COMPUTATIONAL fluid dynamics ,REYNOLDS stress ,FLOW coefficient ,NON-Newtonian fluids ,NON-Newtonian flow (Fluid dynamics) - Abstract
The article delves into the turbulent flow of non-Newtonian fluids in rough channels, specifically focusing on Herschel-Bulkley fluids. Through direct numerical simulations, the study reveals that surface roughness affects HB fluids differently than Newtonian fluids, slightly increasing viscosity in troughs and reducing the bulk Reynolds number. The research also uncovers unique flow structures and energy spectra of non-Newtonian fluids near the wall, shedding light on the impact of surface roughness on turbulence statistics. The document encompasses a range of research articles exploring various aspects of fluid dynamics, utilizing numerical simulations to deepen understanding of fluid behavior in different flow conditions. [Extracted from the article]
- Published
- 2024
- Full Text
- View/download PDF
9. Turbulent flow of non-Newtonian fluid in rough channels.
- Author
-
Narayanan, C., Singh, J.S., Nauer, S., Belt, R.J., Palermo, T., and Lakehal, D.
- Subjects
NON-Newtonian flow (Fluid dynamics) ,NEWTONIAN fluids ,FLUID flow ,BOUNDARY layer (Aerodynamics) ,PRESSURE drop (Fluid dynamics) - Abstract
Direct numerical simulations of the turbulence of a Herschel–Bulkley (HB) fluid in a rough channel are performed at a shear Reynolds number $Re_{\tau } \approx 300$ and a Bingham number ${Bn} \approx 0.9$. For the type of rough surface used in this study, the results indicate that Townsend's wall similarity hypothesis also holds for HB fluids. However, there are notable differences compared with the effect of roughness on Newtonian fluids. More specifically, the effect of roughness appears to be slightly stronger for HB fluids, in the sense that the bulk Reynolds number, based on the viscosity at the wall, is reduced further due to the increase in viscosity in the troughs of the roughness surface induced by the low shear. At the same time, for the simulated rough surface, the contribution of form drag to the total pressure drop is reduced from 1/4 to about 1/5 due to the persistence of viscous shear in the boundary layer, reducing its shielding effect. As for the friction factor, due to the nonlinearity of the HB constitutive relation, its use with the wall shear rate from the mean wall shear stress underpredicts the minimum viscosity at the wall by up to 18 %. This inevitably leads to uncertainties in the prediction of the friction factor. Finally, it is observed that the rough surface is unable to break the peculiar near-wall flow structure of HB fluids, which consists of long persistent low-speed streaks occupying the entire domain. This means that the small-scale energy is significantly reduced for HB fluids, even in rough channels, with the energy more concentrated in the lower wavenumber range, implying an increase in the slope of the power spectrum to $-7/2$ in the inertial range, as shown by Mitishita et al. (J. Non-Newtonian Fluid Mech. , vol. 293, 2021, 104570). [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
10. Large-scale coherent structures in turbulent channel flow: a detuned instability of wall streaks.
- Subjects
COHERENT structures ,REYNOLDS stress ,HEAT transfer in turbulent flow ,FLUID mechanics ,FLUID dynamics ,TURBULENT boundary layer - Abstract
The article delves into the detuned instability of wall streaks in turbulent channel flow, revealing an unstable branch in the eigenspectra for high friction Reynolds numbers. It highlights the impact of base flow streaks' characteristics on the growth rates of leading unstable modes, suggesting that near-wall streak instability can generate large-scale motions in turbulent flows. The text also includes a compilation of research articles exploring the stability and dynamics of turbulent flows in different fluid systems, offering valuable insights into the mechanics of organized waves, coherent structure generation, and spectral scaling in turbulent shear flow. These studies contribute to a deeper understanding of fluid dynamics and turbulence in engineering and natural systems. [Extracted from the article]
- Published
- 2024
- Full Text
- View/download PDF
11. Flow patterns and energy spectra in forced quasi-two-dimensional turbulence: effect of system size and damping rate.
- Author
-
Zhu, Hang-Yu, Xie, Jin-Han, and Xia, Ke-Qing
- Subjects
COHERENT structures ,PHYSICS conferences ,FLUID friction ,FLUID mechanics ,RHEOLOGY ,PLASMA turbulence - Abstract
The article in the Journal of Fluid Mechanics delves into flow patterns and energy spectra in forced quasi-two-dimensional turbulence, examining how system size and damping rate influence these phenomena. It uncovers that larger system sizes display streamers while smaller sizes exhibit coherent vortices, and the damping rate impacts the energy spectrum transition. The study proposes the dimensionless Taylor microscale as a diagnostic tool for spectral transition. Overall, the research sheds light on the intricate dynamics of turbulence and challenges current theories in the field. [Extracted from the article]
- Published
- 2024
- Full Text
- View/download PDF
12. An analytical model for the slip velocity of particles in turbulence.
- Author
-
Berk, Tim and Coletti, Filippo
- Subjects
TURBULENT boundary layer ,EQUATIONS of motion ,SURFACE forces ,FLUID mechanics ,NON-uniform flows (Fluid dynamics) ,PARTICLE motion ,PARTICLE acceleration - Abstract
The article "An analytical model for the slip velocity of particles in turbulence" in the Journal of Fluid Mechanics introduces a model to predict the slip velocity of spherical particles in turbulent flows. The model, based on the inertial filtering framework, offers equations to calculate slip velocity magnitude based on specific parameters. Validation against experimental and numerical data shows agreement across various particle properties and flow conditions, emphasizing the importance of accurate slip velocity estimation for understanding particle dynamics in turbulent environments. The document also includes references to studies on particle behavior in turbulent flows, covering topics such as particle clustering, settling, dispersion models, and bubble dynamics in high-Reynolds-number flows, providing valuable insights into the complex interactions between particles and turbulent fluid flows. [Extracted from the article]
- Published
- 2024
- Full Text
- View/download PDF
13. Double-averaged velocity profile and its representative line for turbulent flows over two-dimensional fixed dunes.
- Author
-
Xu, Pu-er, Cheng, Nian-Sheng, and Guo, Dong-xin
- Abstract
A laboratory study was conducted using particle image velocimetry (PIV) to measure flow velocity distributions over two-dimensional smooth and rough fixed dunes. It comprised 28 tests, each yielding 146 velocity profiles over one complete dune length. Two kinds of double-averaged velocity profiles were computed, one based on all the 146 lines of data (called global average), and the others from only some of them (called partial average). The results show that the global average velocity distribution is generally close to the partial average profile derived from evenly-distributed three or five lines along one dune length. Furthermore, the global average velocity profile can also be reasonably approximated using a single profile, measured at the representative line in this paper. The representative line is found to locate near the reattachment point. This result would be helpful to simplify measurements of general velocity distribution for a flow over dunes. The paper also applies the concept of representative line to the description of distributions of turbulence characteristics. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
14. Dynamic subgrid-scale model constant-value estimation refined by vector-level identity in an atmospheric flow field
- Author
-
Hiroki SUZUKI and Yutaka HASEGAWA
- Subjects
turbulent flows ,large-eddy simulation ,dynamic model identity ,atmospheric flow ,turbulent kinetic energy ,Science (General) ,Q1-390 ,Technology - Abstract
This study investigates the accuracy of dynamic models in predicting model constants within inviscid flow fields, such as those used in wind farm flow analysis, from the perspectives of identity and turbulent energy conservation accuracy. Specifically, results are compared between tensor-level and vector-level identities, the latter of which includes the calculation of model constants taking into account the errors of differential approximation. The subgrid-scale models employed include the Smagorinsky model and the coherent structure model. The analysis focuses on inviscid flow fields within a three-dimensional periodic domain. Fourth- or second-order spatial accuracy was applied to a coarse computational grid. The results yielded values of a model constant that compensated the resulting energy conservation errors to zero. The statistics of the velocity fluctuation derivatives in the flow fields where the energy conservation errors were compensated were examined. Dynamic model predictions for both identities were then computed for the Smagorinsky and coherent ctructure models and compared with the correct values. The results show that the dynamic model predictions are largely independent of the energy conservation errors, and that the predictions based on the tensor-level identity deviate significantly more from the correct values than those based on the vector-level identity.
- Published
- 2024
- Full Text
- View/download PDF
15. Chaos, statistics and inverse cascades in turbulent flows
- Author
-
Armúa, Andrés, Berera, Arjun, Portelli, Antonin, Smillie, Jennifer, and Gardi, Einan
- Subjects
Turbulent Flows ,Inverse Cascades ,turbulence ,hydrodynamic turbulence ,magnetohydrodynamic turbulence ,direct numerical simulations ,DNS ,EDQNM ,Lyapunov exponents ,Reynolds number ,space dimensionality ,MHD ,helical flows ,nonhelical flows - Abstract
Describing turbulence has been one of the most important unsolved problems of physics for the last two centuries. Multiple attempts have been made and yet there is no successful theory of turbulence to date. The most common approach to describe turbulence is the statistical one, nevertheless, ideas from other fields such as dynamical system theory, field theories and critical phenomena have re-emerged over the past years. In this work we carry out a series of studies that use ideas from dynamical systems to describe the chaotic properties of hydrodynamic and magnetohydrodynamic turbulence. For this, we use direct numerical simulations (DNS) and a numerical implementation of the EDQNM closure to study the relation between the Lyapunov exponents and different flow characteristics such as Reynolds number and space dimensionality. We perform a thorough numerical analysis of the statistical properties of Lyapunov exponents in homogeneous and isotropic turbulence. We also look at the relation between the Lyapunov exponents and the Reynolds number λ ∼ Re1/2, that was established by David Ruelle in 1979. DNS show that Ruelle's relation holds, although corrections due to intermittency effects are not observed. We also see that the Lyapunov exponents are a robust measure of the system, which remains stable even for underresolved simulations. We also look at the Lyapunov exponents behaviour for varying spatial dimension. We find that these decrease with increasing dimension. Using the EDQNM closure equations, we find that there is a critical dimension dc ≈ 5.8 above which the fluid is no longer chaotic. Additionally, we study the Lyapunov exponent scaling behaviour while varying the aspect ratio of a rectangular lattice. We see a sudden transition between two and three-dimensional phenomenology, contrary to the smoother transition observed when looking at the two and three-dimensional energy components. Last, we study the decay of turbulent magnetohydrodynamic fluids. Magnetohydrodynamic (MHD) equations are the result of coupling the Maxwell's equations to the N-S equations. This gives place to a rich phenomenology and gives an appropriate description of many astrophysical systems. In particular, decaying MHD is a candidate to explain the evolution of the large scale cosmic magnetic fields observed in the universe. The transfer from small to large scales of magnetic energy is common in helical flows. However, recent numerical studies showed a strong inverse transfer of magnetic energy also in nonhelical flows. The properties of this inverse transfer are not yet understood and different codes show slightly different properties. We perform a complete analysis, where our results shows a present but not strong inverse energy transfer of nonhelical flows. In addition, we find that this inverse transfer grows with increasing Prandtl number, contrary to what is observed in recent literature.
- Published
- 2023
- Full Text
- View/download PDF
16. Optimizing the process of mixing diesel fuel and biofuel in a blade mixer to improve mixture quality.
- Author
-
BURŁAKA, Serhii, KUPCHUK, Ihor, BORETSKA, Tetiana, GONTARUK, Yaroslav, and MEŁNYK, Maryna
- Subjects
DIESEL fuels ,BIOMASS energy ,COMPUTATIONAL fluid dynamics ,INDUSTRIALIZATION ,ELECTRICITY - Abstract
Copyright of Energy Policy Journal / Polityka Energetyczna is the property of Mineral & Energy Economy Research Institute of the Polish Academy of Sciences and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
- Published
- 2024
- Full Text
- View/download PDF
17. Measuring Turbulent Flows: Analyzing a Stochastic Process with Stochastic Tools.
- Author
-
Rozos, Evangelos, Wieland, Jörg, and Leandro, Jorge
- Subjects
TURBULENCE ,TURBULENT flow ,STOCHASTIC processes ,REYNOLDS stress ,HYDRAULIC jump ,EXTREME value theory - Abstract
Assessing drag force and Reynolds stresses in turbulent flows is crucial for evaluating the stability and longevity of hydraulic structures. Yet, this task is challenging due to the complex nature of turbulent flows. To address this, physical models are often employed. Nonetheless, this practice is associated with difficulties, especially in the case of high sampling frequency where the inherent randomness of velocity fluctuations becomes mixed with the measurement noise. This study introduces a stochastic approach, which aims to mitigate bias from measurement errors and provide a probabilistic estimate of extreme stress values. To accomplish this, a simple experimental setup with a hydraulic jump was employed to acquire long-duration velocity measurements. Subsequently, a modified first-order autoregressive model was applied through ensemble simulations, demonstrating the benefits of the stochastic approach. The analysis highlights its effectiveness in estimating the uncertainty of extreme events frequency and minimizing the bias induced by the noise in the high-magnitude velocity measurements and by the limited length of observations. These findings contribute to advancing our understanding of turbulent flow analysis and have implications for the design and assessment of hydraulic structures. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
18. Investigating the parametric dependence of the impact of two-way coupling on inertial particle settling in turbulence.
- Author
-
Bhattacharjee, Soumak, Tom, Josin, Carbone, Maurizio, and Bragg, Andrew D.
- Subjects
TURBULENCE ,FROUDE number ,FLOW velocity ,PARTICLE acceleration ,TURBULENT flow ,MULTIPHASE flow - Abstract
Tom et al. (J. Fluid Mech., vol. 947, 2022, p. A7) investigated the impact of two-way coupling (2WC) on particle settling velocities in turbulence. For the limited parameter choices explored, it was found that (i) 2WC substantially enhances particle settling compared with the one-way coupled case, even at low mass loading Φm and (ii) preferential sweeping remains the mechanism responsible for the particles settling faster than the Stokes settling velocity in 2WC flows. However, significant alterations to the flow structure that can occur at higher mass loadings mean that the conclusions from Tom et al. (J. Fluid Mech., vol. 947, 2022, p. A7) may not generalise. Indeed, even under very low mass loadings, the influence of 2WC on particle settling might persist, challenging the conventional assumption. We therefore explore a much broader portion of the parameter space, with simulations covering cases where the impact of 2WC on the global fluid statistics ranges from negligible to strong. We find that, even for Φm = 7.5 × 10-3, 2WC can noticeably increase the settling for some choices of the Stokes and Froude numbers. When Φm is large enough for the global fluid statistics to be strongly affected, we show that preferential sweeping continues to be the mechanism that enhances particle settling rates. Finally, we compare our results with previous numerical and experimental studies. While in some cases there is reasonable agreement, discrepancies exist even between different numerical studies and between different experiments. Future studies must seek to understand this before the discrepancies between numerical and experimental results can be adequately addressed. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
19. Numerical Analysis of the Thermo-Hydraulic Performance of Internal Fins in Turbulent Pipe Flows
- Author
-
Agrawala, Prabhav, Arora, Amit, Lilhare, Yatharth, Chaari, Fakher, Series Editor, Gherardini, Francesco, Series Editor, Ivanov, Vitalii, Series Editor, Haddar, Mohamed, Series Editor, Cavas-Martínez, Francisco, Editorial Board Member, di Mare, Francesca, Editorial Board Member, Kwon, Young W., Editorial Board Member, Tolio, Tullio A. M., Editorial Board Member, Trojanowska, Justyna, Editorial Board Member, Schmitt, Robert, Editorial Board Member, Xu, Jinyang, Editorial Board Member, Chandrashekara, C. V., editor, Mathivanan, N. Rajesh, editor, Hariharan, K., editor, and Jyothiprakash, K. H., editor
- Published
- 2024
- Full Text
- View/download PDF
20. File I/O Cache Performance of Supercomputer Fugaku Using an Out-of-Core Direct Numerical Simulation Code of Turbulence
- Author
-
Hatanaka, Yuto, Yamane, Yuki, Yamaguchi, Kenta, Soga, Takashi, Musa, Akihiro, Ishihara, Takashi, Uno, Atsuya, Komatsu, Kazuhiko, Kobayashi, Hiroaki, Yokokawa, Mitsuo, Hartmanis, Juris, Founding Editor, van Leeuwen, Jan, Series Editor, Hutchison, David, Editorial Board Member, Kanade, Takeo, Editorial Board Member, Kittler, Josef, Editorial Board Member, Kleinberg, Jon M., Editorial Board Member, Kobsa, Alfred, Series Editor, Mattern, Friedemann, Editorial Board Member, Mitchell, John C., Editorial Board Member, Naor, Moni, Editorial Board Member, Nierstrasz, Oscar, Series Editor, Pandu Rangan, C., Editorial Board Member, Sudan, Madhu, Series Editor, Terzopoulos, Demetri, Editorial Board Member, Tygar, Doug, Editorial Board Member, Weikum, Gerhard, Series Editor, Vardi, Moshe Y, Series Editor, Goos, Gerhard, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Franco, Leonardo, editor, de Mulatier, Clélia, editor, Paszynski, Maciej, editor, Krzhizhanovskaya, Valeria V., editor, Dongarra, Jack J., editor, and Sloot, Peter M. A., editor
- Published
- 2024
- Full Text
- View/download PDF
21. Implicit LES Using New Slope Limiters
- Author
-
Mirkov, Nikola, Peković, Ognjen, Ivanov, Toni, Kovačević, Aleksandar, Simonović, Aleksandar, Karakoc, T. Hikmet, Series Editor, Colpan, C Ozgur, Series Editor, Dalkiran, Alper, Series Editor, Kostić, Ivan A., editor, Grbović, Aleksandar, editor, Svorcan, Jelena, editor, Ercan, Ali Haydar, editor, and Peković, Ognjen M., editor
- Published
- 2024
- Full Text
- View/download PDF
22. ADARNet: Deep Learning Predicts Adaptive Mesh Refinement
- Author
-
Obiols-Sales, Octavi, Vishnu, Abhinav, Malaya, Nicholas, and Chandramowlishwaran, Aparna
- Subjects
Physics-informed machine learning ,adaptive mesh refinement ,super-resolution ,turbulent flows - Published
- 2023
23. Numerical Analysis of the Influence of Rectangular Deflectors and Geometry of L-Shaped Channel over the Performance of a Savonius Turbine
- Author
-
Andrei Luís Garcia Santos, Jaifer Corrêa Martins, Liércio André Isoldi, Gustavo da Cunha Dias, Luiz Alberto Oliveira Rocha, Jeferson Avila Souza, and Elizaldo Domingues dos Santos
- Subjects
Savonius turbine ,L-shaped channel ,constructal design ,numerical simulation ,turbulent flows ,Naval architecture. Shipbuilding. Marine engineering ,VM1-989 ,Oceanography ,GC1-1581 - Abstract
The present work investigates the influence of rectangular deflectors on the performance of a Savonius turbine mounted in an L-shaped channel, which represents a geometry like that found in one oscillating water column (OWC) device. It also performs a geometric investigation of the entrance region of the channel. More precisely, it investigates the effect of the height/length ratio (H1/L1) of the entering region of the channel on the system performance for three different configurations: (1) without the use of deflectors, (2) with just one deflector upstream the turbine, and (3) with one deflector upstream and another downstream the turbine. The geometric investigation is performed based on the constructal design method, and the entering channel area (A1) is the problem constraint. The performance indicators are the mechanical power in the Savonius turbine and the available power in the device. For all cases, it is considered turbulent airflow in the domain, being solved by the unsteady Reynolds Averaged Navier–Stokes mass and momentum equations. The numerical solution was obtained with the finite-volume method using the Ansys FLUENT software (version 2021 R1). The k-ω shear stress transport turbulence closure model is used. The results demonstrated that the mechanical and available powers depend on the H1/L1 ratio, regardless of the usage of deflectors. For instance, differences of up to 16.35% in mechanical power and 7.25% in available power were observed between the best and worst performance configurations in the case without deflectors. The use of deflectors resulted in increases of two and three times in available and mechanical powers, respectively, when the cases with one and two deflectors are compared with those without deflectors. This demonstrates that the enclosed domain and the insertion of the deflectors can enhance the performance of the Savonius turbine.
- Published
- 2024
- Full Text
- View/download PDF
24. Spectral proper orthogonal decomposition of harmonically forced turbulent flows.
- Author
-
Heidt, Liam and Colonius, Tim
- Subjects
TURBULENT flow ,TURBULENCE ,PROPER orthogonal decomposition ,TURBULENT jets (Fluid dynamics) ,STATIONARY processes - Abstract
Many turbulent flows exhibit time-periodic statistics. These include turbomachinery flows, flows with external harmonic forcing and the wakes of bluff bodies. Many existing techniques for identifying turbulent coherent structures, however, assume the statistics are statistically stationary. In this paper, we leverage cyclostationary analysis, an extension of the statistically stationary framework to processes with periodically varying statistics, to generalize the spectral proper orthogonal decomposition (SPOD) to the cyclostationary case. The resulting properties of the cyclostationary SPOD (CS-SPOD for short) are explored, a theoretical connection between CS-SPOD and the harmonic resolvent analysis is provided, simplifications for the low and high forcing frequency limits are discussed, and an efficient algorithm to compute CS-SPOD with SPOD-like cost is presented. We illustrate the utility of CS-SPOD using two example problems: a modified complex linearized Ginzburg–Landau model and a high-Reynolds-number turbulent jet. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
25. A Predictive Model for Turbulence Evolution and Mixing Using Machine Learning
- Author
-
Yuhang Wang, Sergiy Shelyag, and Jorg Schluter
- Subjects
Computational fluid dynamics ,data-driven approaches ,machine learning ,physics-informed neural networks ,turbulence modeling ,turbulent flows ,Electrical engineering. Electronics. Nuclear engineering ,TK1-9971 - Abstract
The high cost associated with high-fidelity computational fluid dynamics (CFD) is one of the main challenges that inhibit the design and optimisation of new fluid-flow systems. In this study, we explore the feasibility of a physics-informed deep learning approach to predict turbulence evolution and mixing without requiring a classical CFD solver. The deep learning architecture was inspired by integrating U-Net with inception modules for capturing the multi-scale nature of turbulent flows. In addition, a physics-constrained loss function was designed to enforce the mass and pressure conservation of the predicted solution. After trained, the optimised model was validated in the large eddy simulation (LES) of a forced turbulent mixing layer at two distinct Reynolds numbers ( $\mathrm {Re} =3000$ and 30000). The results demonstrate that the proposed approach achieves a promising solution accuracy and extrapolation ability with a significant reduction in computing time when compared to those obtained using a classical LES flow solver. The success in developing such a physics-informed deep learning approach not only justifies the potential of ML-based surrogate solvers for fast prototyping and design of generic fluid-flow systems but also highlights the key challenges arising from data-driven surrogate solver development for turbulence modelling.
- Published
- 2024
- Full Text
- View/download PDF
26. Computational Study on the Effect of Vane Design in Enhancing the Mixing of Subsonic Jet and Sonic Jet
- Author
-
S. Thanigaiarasu, G. Balamani, K. Mirnal, and K. Revathy
- Subjects
jet mixing ,jet control ,turbulent flows ,vanes ,vortices ,vortex generators ,mixing enhancement ,thrust loss ,Mechanical engineering and machinery ,TJ1-1570 - Abstract
The purpose of this study is to numerically analyze the effect of vortex generators that are shaped like vanes in enhancing the mixing of subsonic and sonic jet and to determine the best design which yields maximum reduction in jet potential core length and minimum thrust loss at the nozzle exit. Four different nozzle designs namely, models A, B, C and D are designed and compared with a base nozzle which is a plain circular nozzle without any vanes. The simulation is performed in ANSYS Fluent using the S-A turbulence model. The centerline pressure decay and radial pressure decay from models A to D are compared with that of the base nozzle to determine the ability of the vane to enhance the jet mixing characteristics. To evaluate the thrust loss, the total pressure at the exit plane of models A to D is measured and compared with that of the base nozzle. When comparing all the designs, it is observed that Model B produces the highest reduction in potential core length which is 66.4% at Mach no. 1 and Model D produces minimum total pressure loss which is 0.47% at Mach no. 0.4. In contrast to the conventional method, this design introduces a novel approach by placing the vanes parallel to the flow instead of the usual perpendicular arrangement. This unique configuration allows the vanes to redirect the flow rather than hinder it, resulting in a total pressure loss of less than 3%.
- Published
- 2023
- Full Text
- View/download PDF
27. Numerical analysis of the effect of deflectors inserted inside the duct of an oscillating water column device with an existing Savonius turbine.
- Author
-
Garcia Santos, Andrei Luís, Spotorno Vieira, Rodrigo, Branco Teixeira, Filipe, da Cunha Dias, Gustavo, Oliveira Rocha, Luiz Alberto, André Isoldi, Liércio, Avila Souza, Jeferson, and Domingues dos Santos, Elizaldo
- Subjects
- *
TURBULENT flow , *TURBULENCE , *NUMERICAL analysis , *TURBINES , *GEOMETRY - Abstract
In this work, a comparison between three different configurations of deflectors inserted inside the duct of an oscillating water column device (OWC), where is attached a rotating Savonius turbine in the same domain, is done. In the first configuration, the numerical model is composed only by the Savonius turbine inside the OWC duct. In the second configuration, just one deflector is inserted upstream of the turbine region. In the third case, a second deflector is inserted, together with the first one, but downstream of the turbine. For every studied model, the geometry of the hydropneumatic chamber was varied by three values of the ratio H1/L1 (the height times the length). This geometric variation was performed according to the Constructal Design methodology. The purpose of this comparison was the evaluation of the OWC pneumatic power, the power coefficient, and the Savonius turbine power. The results indicated that for all the studied configurations, the ratio H1/L1 as well as the deflectors presence inside the OWC duct had an influence in terms of the performance indicators, especially regarding the pneumatic power, where variations up to 100 W were noticed. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
28. Computational Study on the Effect of Vane Design in Enhancing the Mixing of Subsonic Jet and Sonic Jet.
- Author
-
Thanigaiarasu, S., Balamani, G., Mirnal, K., and Revathy, K.
- Subjects
VORTEX generators ,SUBSONIC flow ,REDUCTION potential ,NOZZLES ,TURBULENCE ,THRUST ,MODEL airplanes - Abstract
The purpose of this study is to numerically analyze the effect of vortex generators that are shaped like vanes in enhancing the mixing of subsonic and sonic jet and to determine the best design which yields maximum reduction in jet potential core length and minimum thrust loss at the nozzle exit. Four different nozzle designs namely, models A, B, C and D are designed and compared with a base nozzle which is a plain circular nozzle without any vanes. The simulation is performed in ANSYS Fluent using the S-A turbulence model. The centerline pressure decay and radial pressure decay from models A to D are compared with that of the base nozzle to determine the ability of the vane to enhance the jet mixing characteristics. To evaluate the thrust loss, the total pressure at the exit plane of models A to D is measured and compared with that of the base nozzle. When comparing all the designs, it is observed that Model B produces the highest reduction in potential core length which is 66.4% at Mach no. 1 and Model D produces minimum total pressure loss which is 0.47% at Mach no. 0.4. In contrast to the conventional method, this design introduces a novel approach by placing the vanes parallel to the flow instead of the usual perpendicular arrangement. This unique configuration allows the vanes to redirect the flow rather than hinder it, resulting in a total pressure loss of less than 3%. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
29. Transporting Particles with Vortex Rings.
- Author
-
Gulinyan, Van, Kuzikov, Fedor, Podgornyi, Roman, Shirkin, Daniil, Zakharov, Ivan, Sadrieva, Zarina, Korobkov, Maxim, Muzychenko, Yana, and Kudlis, Andrey
- Subjects
COLLOIDAL suspensions ,TURBULENT flow ,COMPUTER simulation ,TURBULENCE ,VECTOR beams - Abstract
Due to their long-lived nature, vortex rings are highly promising for the non-contact transportation of colloidal microparticles. However, because of the high complexity of the structures, their description using rigorous, closed-form mathematical expressions is challenging, particularly in the presence of strongly inhomogeneous colloidal suspensions. In this work, we comprehensively study this phenomenon, placing special emphasis on a quantitative description of the ability of vortex rings to move the particles suspended in a liquid over distances significantly exceeding the ring's dimensions. Moreover, within the study, we present straightforward analytical approximations extracted by using the fitting of the experimental and numerical simulation observations that reveal the dynamics of vortex rings transporting the microparticles. It includes both the dependence of the concentration on the distance traveled by the vortex ring and coefficients describing the evolution of vortex ring shape in time, which were not presented in the literature before. It turns out that despite the fact that 2D modeling is a simplification of the full 3D problem solution and is unable to capture some of the minor effects of real behavior, it has demonstrated a good consistency with the results obtained via experiments regarding the process of particles transportation. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
30. High-Order Moment-Encoded Kinetic Simulation of Turbulent Flows.
- Author
-
Li, Wei, Wang, Tongtong, Pan, Zherong, Gao, Xifeng, Wu, Kui, and Desbrun, Mathieu
- Abstract
Kinetic solvers for incompressible fluid simulation were designed to run efficiently on massively parallel architectures such as GPUs. While these lattice Boltzmann solvers have recently proven much faster and more accurate than the macroscopic Navier-Stokes-based solvers traditionally used in graphics, it systematically comes at the price of a very large memory requirement: a mesoscopic discretization of statistical mechanics requires over an order of magnitude more variables per grid node than most fluid solvers in graphics. In order to open up kinetic simulation to gaming and simulation software packages on commodity hardware, we propose a HighOrder Moment-Encoded Lattice-Boltzmann-Method solver which we coined HOME-LBM, requiring only the storage of a few moments per grid node, with little to no loss of accuracy in the typical simulation scenarios encountered in graphics. We show that our lightweight and lightspeed fluid solver requires three times less memory and runs ten times faster than state-of-the-art kinetic solvers, for a nearly-identical visual output. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
31. Control of subsonic jets using vanes as vortex generators.
- Author
-
Gandhinathan, Balamani and Subramanian, Thanigaiarasu
- Abstract
The passive control of jets using vanes as vortex generators is studied by numerical simulation in this paper. The vanes are positioned inside the nozzle near the exit, inclined to the flow with the longitudinal direction of the jet. Two configurations namely, straight vanes (k = 0 mm
−1 ) and curved vanes (k = 0.05 mm−1 ) are considered. Curvature k is defined as the reciprocal of the radius of the vanes. The blockage due to the presence of the vanes is 0.5%. The total pressure variation along the jet centreline and along the radial distance is determined from nozzle exit at a Mach number of 0.4, 0.6 and 0.8. It is found that the vanes cause faster decay of the jet, both in the near field and far field compared to the base nozzle (plain circular nozzle) and the curved vanes perform better than the straight vanes in promoting the jet mixing. A maximum of 54% reduction in jet potential core length is achieved by the curved vanes and the jet becomes asymmetrical due to the presence of the vanes inside the nozzle, as observed in the radial pressure decay plots and Mach number contours. [ABSTRACT FROM AUTHOR]- Published
- 2023
- Full Text
- View/download PDF
32. Parallelized Computation of Fluid Flow Around a Wall-Mounted Cube Using ILES Approach
- Author
-
Torlak, Muris, Hasečić, Amra, Čorbo, Tarik, Halač, Almin, Bakunić, Emir, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Ademović, Naida, editor, Mujčić, Edin, editor, Mulić, Medžida, editor, Kevrić, Jasmin, editor, and Akšamija, Zlatan, editor
- Published
- 2023
- Full Text
- View/download PDF
33. Application of the DMD Approach to High-Reynolds-Number Flow over an Idealized Ground Vehicle
- Author
-
Adit Misar, Nathan A. Tison, Vamshi M. Korivi, and Mesbah Uddin
- Subjects
dynamic mode decomposition (DMD) ,computational fluid dynamics (CFD) ,reduced order method (ROM) ,Ahmed body ,turbulent flows ,high-Reynolds-number flows ,Mechanical engineering and machinery ,TJ1-1570 ,Machine design and drawing ,TJ227-240 ,Motor vehicles. Aeronautics. Astronautics ,TL1-4050 - Abstract
This paper attempts to develop a Dynamic Mode Decomposition (DMD)-based Reduced Order Model (ROMs) that can quickly but accurately predict the forces and moments experienced by a road vehicle such that they be used by an on-board controller to determine the vehicle’s trajectory. DMD can linearize a large dataset of high-dimensional measurements by decomposing them into low-dimensional coherent structures and associated time dynamics. This ROM can then also be applied to predict the future state of the fluid flow. Existing literature on DMD is limited to low Reynolds number applications. This paper presents DMD analyses of the flow around an idealized road vehicle, called the Ahmed body, at a Reynolds number of 2.7×106. The high-dimensional dataset used in this paper was collected from a computational fluid dynamics (CFD) simulation performed using the Menter’s Shear Stress Transport (SST) turbulence model within the context of Improved Delayed Detached Eddy Simulations (IDDES). The DMD algorithm, as available in the literature, was found to suffer nonphysical dampening of the medium-to-high frequency modes. Enhancements to the existing algorithm were explored, and a modified DMD approach is presented in this paper, which includes: (a) a requirement of higher sampling rate to obtain a higher resolution of data, and (b) a custom filtration process to remove spurious modes. The modified DMD algorithm thus developed was applied to the high-Reynolds-number, separation-dominated flow past the idealized ground vehicle. The effectiveness of the modified algorithm was tested by comparing future predictions of force and moment coefficients as predicted by the DMD-based ROM to the reference CFD simulation data, and they were found to offer significant improvement.
- Published
- 2023
- Full Text
- View/download PDF
34. Measuring Turbulent Flows: Analyzing a Stochastic Process with Stochastic Tools
- Author
-
Evangelos Rozos, Jörg Wieland, and Jorge Leandro
- Subjects
turbulent flows ,stochastic modeling ,drag force ,Reynolds stresses ,experimental hydraulics ,hydraulic jump ,Thermodynamics ,QC310.15-319 ,Descriptive and experimental mechanics ,QC120-168.85 - Abstract
Assessing drag force and Reynolds stresses in turbulent flows is crucial for evaluating the stability and longevity of hydraulic structures. Yet, this task is challenging due to the complex nature of turbulent flows. To address this, physical models are often employed. Nonetheless, this practice is associated with difficulties, especially in the case of high sampling frequency where the inherent randomness of velocity fluctuations becomes mixed with the measurement noise. This study introduces a stochastic approach, which aims to mitigate bias from measurement errors and provide a probabilistic estimate of extreme stress values. To accomplish this, a simple experimental setup with a hydraulic jump was employed to acquire long-duration velocity measurements. Subsequently, a modified first-order autoregressive model was applied through ensemble simulations, demonstrating the benefits of the stochastic approach. The analysis highlights its effectiveness in estimating the uncertainty of extreme events frequency and minimizing the bias induced by the noise in the high-magnitude velocity measurements and by the limited length of observations. These findings contribute to advancing our understanding of turbulent flow analysis and have implications for the design and assessment of hydraulic structures.
- Published
- 2024
- Full Text
- View/download PDF
35. Remark on a Regularity Criterion in Terms of Pressure for the 3D Inviscid Boussinesq–Voigt Equations.
- Author
-
Bisconti, Luca
- Abstract
We consider the three-dimensional inviscid Boussinesq–Voigt system which is a regularization model for the inviscid Boussinesq equations. We prove a regularity criterion for the weak solutions (in particular, for the time-derivative of the velocity), in L p -spaces, involving first derivatives of the pressure. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
36. Coherent Flow Structures Linked to the Impulse Criterion for Incipient Motion of Coarse Sediment.
- Author
-
AlObaidi, Khaldoon and Valyrakis, Manousos
- Subjects
ENTRAINMENT (Physics) ,SEDIMENTS ,TURBULENT flow ,TURBULENCE ,SEDIMENT transport ,SHEARING force ,MOTION - Abstract
Incipient motion has been a topic of investigation by researchers, engineers and scientists for more than a century. The main approach for studying sediment entrainment has been the static approach that uses temporal and spatial averaged flow parameters like bed shear stress and stream power to link them indirectly to sediment entrainment. Recent research outputs have shed light on the important role of turbulent fluctuations in the sediment transport process. It is suggested that the approach of using temporal and spatial averaged parameters fails to account for the dynamic and probabilistic nature of the entrainment process, as inherited by flow turbulence. This has led to the introduction of the only dynamic criteria in the literature for studying sediment entrainment, namely the impulse and energy criteria. These criteria take into account both the magnitude and duration of the turbulent flow event used for assessing the conditions that can result in sediment entrainment. In light of this, this work aims to assess whether there is a trend in terms of the type of flow structures that occur in sequence before and after the occurrences of the flow impulses that have resulted in the coarse particle's entrainment. To achieve this, we conducted a well-controlled laboratory experiment to investigate the incipient motion of a 7 cm diameter instrumented particle. Five runs of the experiment were performed at flowrates close to the threshold of motion. The instrumented particle was equipped with micro-electro-mechanical sensors (MEMS) to accurately measure its inertial dynamics and detect motion. The sensors recorded entrainment events, and these events were stochastically linked to the impulses occurring for the tested flow conditions. Quadrant analysis was used to investigate the type of flow structures that occurred before, during and after the occurrence of quadrant events with an impulse above the critical impulse. The findings herein associate coarse particle entrainments with energetic impulses linked primarily to sweep events (Q
4 ) and secondarily, sequence of sweeps (Q4 ) and ejections (Q1 ). [ABSTRACT FROM AUTHOR]- Published
- 2023
- Full Text
- View/download PDF
37. Wind-Tunnel Experiments of Turbulent Wind Fields over a Two-dimensional (2D) Steep Hill: Effects of the Stable Boundary Layer.
- Author
-
Zhang, Wei, Markfort, Corey D., and Porté-Agel, Fernando
- Subjects
- *
ATMOSPHERIC boundary layer , *TURBULENCE , *BOUNDARY layer (Aerodynamics) , *TURBULENT flow , *PARTICLE image velocimetry , *FLOW separation , *TURBULENT boundary layer - Abstract
Flow separation caused by steep topography remains a significant obstacle in accurately predicting turbulent boundary-layer flows over complex terrain, despite the utilization of sophisticated numerical models. The addition of atmospheric thermal stability, in conjunction with steep topography, further complicates the determination of disrupted turbulent wind patterns. The turbulent separated flows over a two-dimensional (2D) steep hill under thermal stratification has not been extensively addressed in previous experimental studies. Such measurements are crucial for enhancing our comprehension of flow physics and validating numerical models. We measured the turbulent wind flows over a 2D steep hill immersed in a stable boundary layer (of the bulk Richardson Number Ri b = 0.256) in a thermally-stratified boundary-layer wind tunnel. The flow separation, re-circulation zone and flow reattachment were characterized by the planar particle image velocimetry technique. Vertical profiles of mean air temperature and its fluctuations are also quantified at representative locations above the 2D steep hill and in the near wake region. Results indicate that the separated shear layer, initiated near the crest of the 2D steep hill, dominates the physical process leading to high turbulence levels and the turbulent kinetic energy production in the wake region for both stable and neutral thermal stability. Although the stable boundary layer does not dramatically change the turbulent flow pattern around the hill, the mean separation bubble is elongated by 13%, and its vertical extent is decreased by approximately 20%. Furthermore, the reduced turbulence intensities and turbulent kinetic energy of the near wake flow are attributed to the relatively low turbulence intensity and low momentum of the stable boundary layer due to buoyancy damping, compared to the neutral boundary layer. Additionally, a distinct low-temperature region—a cold pool—is extended beyond the separation bubble, reflecting the significant sheltering effect of the 2D steep hill on the downwind flow and temperature field. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
38. Effects of surfactants on bubble-induced turbulence.
- Author
-
Ma, Tian, Hessenkemper, Hendrik, Lucas, Dirk, and Bragg, Andrew D.
- Subjects
SURFACE active agents ,BUBBLES ,PROBABILITY density function ,POROSITY ,TURBULENCE ,EXTREME value theory - Abstract
We use experiments to explore the effect of surfactants on bubble-induced turbulence (BIT) at different scales, considering how the bubbles affect the flow kinetic energy, anisotropy and extreme events. To this end, high-resolution particle shadow velocimetry measurements are carried out in a bubble column in which the flow is generated by bubble swarms rising in water for two different bubble diameters (3 and 4 mm) and moderate gas volume fractions (0.5 %–1.3 %). We use tap water as the base liquid and add 1-Pentanol as an additional surfactant with varying bulk concentration, leading to different bubble shapes and surface boundary conditions. The results reveal that with increasing surfactant concentration, the BIT generated increases in strength, even though bubbles of a given size rise more slowly with surfactants. We also find that the level of anisotropy in the flow is enhanced with increasing surfactant concentration for bubbles of the same size, and that for the same surfactant concentration, smaller bubbles generate stronger anisotropy in the flow. Concerning the intermittency quantified by the normalized probability density functions of the fluid velocity increments, our results indicate that extreme values in the velocity increments become more probable with decreasing surfactant concentration for cases with smaller bubbles and low gas void fraction, while the effect of the surfactant is much weaker for cases with larger bubble and higher void fractions. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
39. Nonlinear optimal perturbation of turbulent channel flow as a precursor of extreme events.
- Author
-
Ciola, N., De Palma, P., Robinet, J.-C., and Cherubini, S.
- Subjects
CHANNEL flow ,TURBULENT flow ,TURBULENCE ,PROPER orthogonal decomposition ,PROBABILITY density function - Abstract
This work aims at studying the mechanisms behind the occurrence of extreme dissipation events in a channel flow, identifying nonlinear optimal perturbations as potential precursors of these events. Nonlinear optimal perturbations with respect to a generic turbulent instantaneous snapshot are computed for the first time using a direct-adjoint algorithm in the channel flow at $Re_{\tau }\approx 180$. The resulting initial perturbation displays the upstream tilting characteristic of Orr's mechanism and is positioned along the interfaces between two opposite-sign velocity streaks of the pre-existing turbulent field. Such a perturbation induces a sudden breakdown of the pre-existing structures and a heavier tail in the dissipation probability density function distribution. Different mechanisms are at play during this process: the high shear present at the interface between coherent low- and high-momentum regions is exploited to break down the larger structures and drive energy to small scales. This energy cascade is fed by an enhanced lift-up effect that produces intense streaks near the wall. It is found that the optimal perturbation grows exponentially during the first phase of its evolution reflecting the existence of a secondary modal instability of the streaks. To corroborate the results, the conditional spatiotemporal proper orthogonal decomposition (POD) analysis of Hack & Schimdt (J. Fluid Mech. , vol. 907, 2021, A9) is performed both in the perturbed and in the unperturbed flow, showing a clear agreement between the two cases and with the reference study. Thus, the optimal perturbation at initial time can be considered as a precursor of extreme events. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
40. Paradigm for the creation of scales and phases in nonlinear evolution equations
- Author
-
Christophe Cheverry and Shahnaz Farhat
- Subjects
nonlinear differential equations ,normal forms ,integrability ,blow-up procedure ,geometrical optics ,wkb analysis ,multiple-scale analysis ,hamilton-jacobi equations ,microstructures ,turbulent flows ,Mathematics ,QA1-939 - Published
- 2023
41. Secondary flows of Prandtl’s second kind. Mechanism of formation and methods of prediction
- Author
-
Nikitin Nikolay
- Subjects
turbulent flows ,secondary flows of prandtl’s 2nd kind ,navier-stoke sequations ,direct numerical simulations ,Mechanics of engineering. Applied mechanics ,TA349-359 - Abstract
In this paper a mechanism is formulated and a principle is proposed that makes it possible to explain and, in some cases, to predict the shape of secondary flows of Prandtl’s second kind that arise in turbulent flows in straight pipes of non-circular cross-section. The effectiveness of the proposed principle is demonstrated by a number of known examples from the literature. The results of this work provide a rational basis for understanding the reasons for the formation and prediction of the shape of secondary flows of Prandtl’s second kind in straight pipes of non-circular cross-section.
- Published
- 2023
- Full Text
- View/download PDF
42. Simulation of turbulent flows by deterministic and statistical model coupling in a dual-grid system
- Author
-
Nguyen, Philipp, Laurence, Dominique, and Afgan, Imran
- Subjects
620.1 ,Large Eddy Simulation ,Wall-Bounded Flows ,Turbulent Flows ,Hybrid RANS/LES - Abstract
Despite the increasing computational power available to conduct turbulence-resolving Large Eddy Simulation (LES), it is still very expensive to simulate high Reynolds number flows as they appear in industrial problems. This thesis addresses the search for economic means to carry out LES by proposing a novel hybrid RANS/LES model, based on parallel LES and RANS simulations on two separate computational grids and a blended subgrid-scale model. The two-simulation framework enables the LES to be run on isotropic grids with low wall-parallel and wall-normal resolution, with the latter still being rare among present hybrid RANS/LES models. In contrast, the auxiliary RANS simulation is run on wall-refined grids with high-aspect ratio cells, where a full grid overlapping avoids complex boundary conditions. The seamless blending on the subgrid-scale level permits an unhindered movement of turbulent structures into and out of the RANS/LES subdomains. The Dual-Grid model is applied to a variety of wall-bounded flows with increasing flow complexity. Extensive testing on a heated plane channel flow for a range of Reynolds numbers overall shows a good prediction quality for velocity and turbulent stresses, although the grids are too coarse for conventional LES. Then, a periodic hill flow is simulated at different Reynolds numbers. Although the boundary layer separation is sensitive to the near-wall grid resolution and turbulence modelling, the model performance is competitive with other hybrid models on similar grid topologies. The Dual-Grid model is also demonstrated on a rib-roughened duct flow with a squared channel cross-section and high blockage ratio; a geometry usually found in turbine blade cooling applications. Again, the results are consistent with experimental data. Naturally, the computational cost is found to be higher than of the underlying LES on identical grids, yet, the prediction quality is increased. With possible improvements to the transfer of information across the simulations to reduce computational cost and to the heat transfer modelling, it is concluded that the proposed model has potential to become relevant to the industry.
- Published
- 2020
43. Numerical study of track-trailer gap aerodynamics
- Author
-
Charles, Terrance Priestley, Yang, Zhiyin, and Lu, Yiling
- Subjects
629.132 ,Tandem Bluff Bodies ,Trucks ,Turbulent Flows ,Steady State RANS ,Aerodynamics Add on Devices - Abstract
Aerodynamics have become an essential design process for ground vehicles in order to improve the fuel consumption by lowering the emissions along with increasing the range of vehicles using different source of power. A significant portion of the world CO2 emissions is a result of ground vehicles with a more significant portion of these contributed by trucks. The boxy nature of trucks is the desired shape to carry maximum payload. However, a box shaped geometry is not aerodynamically efficient. Several manufacturers have developed aerodynamic add on devices that are optimized to the shape of the truck, in order to achieve gains in lowering emission and improving range by deeper understanding of the flow physics around the vehicle. The thesis reports an in-depth understanding of the flow field within the gap region of a tractor trailer combination truck and how several aerodynamic add on devices reduce the overall drag of a truck. The gap region of a truck typically contributes to about 20-25% of the overall vehicle drag and hence presents an opportunity for considerable level of drag reduction. A basic two box bluff body (2D & 3D) model was used to investigate how the flow field changes by changing the gap width between the two bluff bodies. A section of the thesis investigates the sudden increase in drag coefficient of the downstream cube around 2D tandem bluff bodies. Distinct flow patterns were observed in the gap and around the 2D tandem at different gap ratios. The sudden change in drag coefficient for the 2D downstream bluff body is well captured numerically, which is due to the wake of the upstream cube impinging onto the front face of the downstream cube. A steady increase in drag coefficient is witnessed for the 3D cubes which are consistent with previous experimental findings. The steady increase in drag coefficient is due to the vortical structures formed around the 3D cubes which are different, which consist of a smooth transition. Hence, they result in steady increase in drag coefficient. A second study was conducted on a realistic truck like test case with the simplified truck model where the leading edges of the tractor were rounded off to manipulate the flow separation. As a result of leading edge rounding off the flow separation reduced significantly resulting in a major portion of the flow remain attached to the lateral walls of the tractor. This was seen to increase the flow entering the gap region between the tractor and trailer. Finally, several add on devices which were subdivided based on tractor and trailer mounted devices were numerically assessed with several other devices within the gap region. Significant level of drag reduction was achieved for the entire truck with these add on devices. The highest drag reduction was achieved with the base bleeding technique. Overall, the research has shown that it is important to control the flow condition within the gap region and maintain an even pressure on the front face of the trailer. The base bleeding method proved to be a vital technique to further reduce drag.
- Published
- 2020
- Full Text
- View/download PDF
44. Turbulent flows over canopies
- Author
-
Sharma, Akshath and Garcia-Mayoral, Ricardo
- Subjects
532 ,Turbulent flows ,Canopies ,Kelvin-Helmholtz-like instability - Abstract
In this thesis, turbulent flows over canopies in the sparse and dense regimes are examined using direct numerical simulation. The term 'canopy' is used to refer to tall roughness elements in the flow. Sparse canopies typically have large element spacings and allow turbulent eddies to penetrate between the elements, whereas dense canopies have small spacings and preclude the penetration of turbulent eddies within them. In sparse canopies, we consider layouts with rigid elements and spacings larger than the characteristic scales of near-wall turbulence, $s^+ \gtrsim 100$. We focus on the effect of the canopy on the background turbulence, the part of the flow that remains once the element-induced flow is filtered out. In channel flows, the distribution of the total stress is linear with height. Over smooth walls, the total stress is only the 'fluid stress' $\tau_f$, the sum of the viscous and the Reynolds shear stresses. In canopies, in turn, there is an additional contribution from the canopy drag, which can dominate within. We find that, for sparse canopies, the ratio of the viscous and the Reynolds shear stresses in $\tau_f$ at each height is similar to that over smooth-walls, even within the canopy. From this, a height-dependent scaling based on $\tau_f$ is proposed. Using this scaling, the background turbulence within the canopy shows similarities with turbulence over smooth walls. This suggests that the background turbulence scales with $\tau_f$, rather than with the conventional scaling based on the total stress. This effect is essentially captured when the canopy is substituted by a drag force that acts on the mean velocity profile alone, aiming to produce the correct $\tau_f$, without the discrete presence of the canopy elements acting directly on the fluctuations. The proposed mean-only forcing is shown to produce better estimates for the turbulent fluctuations compared to a conventional, homogeneous-drag model. The present results thus suggest that a sparse canopy acts on the background turbulence primarily through the change it induces on the mean velocity profile, which in turn sets the scale for turbulence, rather than through a direct interaction of the canopy elements with the fluctuations. The effect of the element-induced flow, however, requires the representation of the individual canopy elements. The dense canopies studied consist of rigid, prismatic filaments with small spacings. The effect of the height and spacing of the canopy elements on the flow is studied. The flow is composed of an element-coherent, dispersive flow and an incoherent flow, which includes contributions from the background turbulence and from the flow arising from the Kelvin--Helmholtz-like, mixing-layer instability typically reported over dense canopies. For the present canopies, with spacings $s^+ \approx 3$--$50$, the background turbulence is essentially precluded from penetrating within the canopy. As the elements are 'tall', with height-to-spacing ratios $h/s \gtrsim 1$, the roughness sublayer of the canopy is determined by their spacing, extending to $y \approx 2$--$3s$ above the canopy tips. The dispersive velocity fluctuations are observed to also depend mainly on the spacing, and are small deep within the canopy, where the footprint of the Kelvin--Helmholtz-like instability dominates. The instability is governed by the canopy drag, which sets the shape of the mean velocity profile, and thus the shear length near the canopy tips. For the tall canopies considered here, this drag is governed by the element spacing and width, that is, the planar layout of the canopy. The mixing length, which determines the lengthscale of the instability, is essentially the sum of its height above and below the canopy tips. The former remains roughly the same in wall-units and the latter is linear with $s$ for all the canopies considered. For very small element spacings, $s^+ \lesssim 10$, the elements obstruct the fluctuations and the instability is inhibited. Within the range of $s^+$ of the present canopies, the obstruction decreases with increasing spacing and the signature of the Kelvin--Helmholtz-like rollers intensifies. For sparser canopies, however, the intensification of the instabilities ceases as the assumption of a spatially homogeneous mean flow breaks down. For the present, dense configurations, the canopy depth also has an influence on the development of the instability. For shallow canopies, $h/s \sim 1$, the lack of depth blocks the Kelvin--Helmholtz-like rollers. For deep canopies, $h/s \gtrsim 6$, the rollers do not perceive the bottom wall and the effect of the canopy height on the flow saturates. Two approaches based on linear stability analysis are proposed to capture the Kelvin--Helmholtz-like instability over dense canopies. The first approach models the canopy as an anisotropic permeable substrate whose wall-normal permeability, $K_y$, is larger than its streamwise permeability, $K_x$. This model predicts that the instability over canopies is governed by the geometric mean of the two permeabilities, $\sqrt{K_x^+ K_y^+}$. We also use this model to study the effect of the mean inclination of the canopy elements on the instability. The second approach models the canopy using a drag force in the momentum equation. This model shows that two competing effects, originating from the canopy drag, govern the growth of the instability. Increasing the canopy drag results in a stronger inflection point in the mean velocity profile, which enhances the instability, while at the same time, it also inhibits fluctuations within the canopy, suppressing the instability. We also analyse the stability of the mean profiles obtained from the DNS of dense canopy flows. Using this analysis, we show that the shear-layer thickness within the canopy, which determines the streamwise wavelength of the instability, also scales with the element spacing.
- Published
- 2020
- Full Text
- View/download PDF
45. Turbulent drag reduction by anisotropic permeable substrates
- Author
-
Gomez de Segura Solay, Garazi and Garcia-Mayoral, Ricardo
- Subjects
532 ,Drag reduction ,DNS ,Turbulent flows ,Kelvin-Helmholtz instability ,Porous media ,Brinkman's equation ,riblets ,superhydrophobic surfaces ,virtual origins - Abstract
The objective of the present thesis is to answer the question: 'can anisotropic permeable substrates reduce turbulent skin-friction drag?' The first part of the thesis aims to extend the existing understanding on how complex surfaces of small texture size can reduce drag. We show that the effect of these surfaces can be reduced to an offset between the apparent, virtual smooth wall perceived by the mean flow and that perceived by the overlying turbulence, but turbulence remains otherwise smooth-wall-like. The drag reduction produced by these surfaces is therefore proportional to the difference between the two virtual origins. In the second part of the thesis, we study the influence that anisotropic permeable substrates have on the overlying turbulence and show the potential of these substrates to reduce drag. For this, we conduct direct numerical simulations of channel flows bounded by permeable substrates. For small permeabilities, we observe a linear regime, where drag reduction is proportional to the aforementioned offset between the virtual origin perceived by the mean flow and that perceived by turbulence. For the substrates under study, the former is governed by the streamwise permeability and the latter by the spanwise permeability. This linear regime breaks down as spanwise-coherent structures begin to appear, which increase the turbulent mixing and consequently increase the drag. These structures are attributed to a Kelvin-Helmholtz-like instability of the mean flow, a common feature to a variety of obstructed flows, and their onset can be predicted using a linear stability analysis. This analysis shows, and the simulations corroborate, that the governing parameter for the breakdown is the wall-normal permeability. As this permeability increases, the drag-increasing, spanwise-coherent structures become prevalent in the flow, outweighing the drag-reducing effect of the virtual origins and eventually leading to an increase of drag. Based on the virtual-origin theory and the linear stability analysis, we build a predictive model for the behaviour of drag-reducing substrates, which estimates, with good accuracy, the drag reduction observed in the simulations. The present results and the models we subsequently developed provide guidelines for the design of drag-reducing permeable substrates. For the substrate configurations considered, the largest drag reduction observed is ≈ 20-25% at a friction Reynolds number δ⁺ = 180, which is at least twice that obtained for riblets.
- Published
- 2020
- Full Text
- View/download PDF
46. On the Anti-Aliasing Properties of Entropy Filtering for Discontinuous Spectral Element Approximations of Under-Resolved Turbulent Flows.
- Author
-
Dzanic, Tarik, Trojak, Will, and Witherden, Freddie
- Subjects
- *
TURBULENT flow , *TURBULENCE , *SPECTRAL element method , *ENTROPY , *REYNOLDS number , *LARGE eddy simulation models , *ADAPTIVE filters - Abstract
For large Reynolds number flows, it is typically necessary to perform simulations that are under-resolved with respect to the underlying flow physics. For nodal discontinuous spectral element approximations of these under-resolved flows, the collocation projection of the nonlinear flux can introduce aliasing errors which can result in numerical instabilities. In Dzanic and Witherden (J. Comput. Phys., 468, 2022), an entropy-based adaptive filtering approach was introduced as a robust, parameter-free shock-capturing method for discontinuous spectral element methods. This work explores the ability of entropy filtering for mitigating aliasing-driven instabilities in the simulation of under-resolved turbulent flows through high-order implicit large eddy simulations of a NACA0021 airfoil in deep stall at a Reynolds number of 270,000. It was observed that entropy filtering can adequately mitigate aliasing-driven instabilities without degrading the accuracy of the underlying high-order scheme on par with standard anti-aliasing methods such as over-integration, albeit with marginally worse performance at higher approximation orders. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
47. PARADIGM FOR THE CREATION OF SCALES AND PHASES IN NONLINEAR EVOLUTION EQUATIONS.
- Author
-
CHEVERRY, CHRISTOPHE and FARHAT, SHAHNAZ
- Abstract
The transition from regular to apparently chaotic motions is often observed in nonlinear flows. The purpose of this article is to describe a deterministic mechanism by which several smaller scales (or higher frequencies) and new phases can arise suddenly under the impact of a forcing term. This phenomenon is derived from a multiscale and multiphase analysis of nonlinear differential equations involving stiff oscillating source terms. Under integrability conditions, we show that the blow-up procedure (a type of normal form method) and the Wentzel-Kramers-Brillouin approximation (of supercritical type) introduced in [7, 8] still apply. This allows to obtain the existence of solutions during long times, as well as asymptotic descriptions and reduced models. Then, by exploiting transparency conditions (coming from the integrability conditions), by implementing the Hadamard’s global inverse function theorem and by involving some specific WKB analysis, we can justify in the context of Hamilton-Jacobi equations the onset of smaller scales and new phases. [ABSTRACT FROM AUTHOR]
- Published
- 2023
48. Lagrangian model for passive scalar gradients in turbulence.
- Author
-
Zhang, Xiaolong, Carbone, Maurizio, and Bragg, Andrew D.
- Subjects
TURBULENCE ,NAVIER-Stokes equations ,DIFFUSION gradients ,REYNOLDS number ,PARTICLE tracks (Nuclear physics) - Abstract
The equation for the fluid velocity gradient along a Lagrangian trajectory immediately follows from the Navier–Stokes equation. However, such an equation involves two terms that cannot be determined from the velocity gradient along the chosen Lagrangian path: the pressure Hessian and the viscous Laplacian. A recent model handles these unclosed terms using a multi-level version of the recent deformation of Gaussian fields (RDGF) closure (Johnson & Meneveau, Phys. Rev. Fluids , vol. 2 (7), 2017, 072601). This model is in remarkable agreement with direct numerical simulations (DNS) data and works for arbitrary Taylor Reynolds numbers $\textit {Re}_\lambda$. Inspired by this, we develop a Lagrangian model for passive scalar gradients in isotropic turbulence. The equation for passive scalar gradients also involves an unclosed term in the Lagrangian frame, namely the scalar gradient diffusion term, which we model using the RDGF approach. However, comparisons of the statistics obtained from this model with DNS data reveal substantial errors due to erroneously large fluctuations generated by the model. We address this defect by incorporating into the closure approximation information regarding the scalar gradient production along the local trajectory history of the particle. This modified model makes predictions for the scalar gradients, their production rates, and alignments with the strain-rate eigenvectors that are in very good agreement with DNS data. However, while the model yields valid predictions up to $\textit {Re}_\lambda \approx 500$ , beyond this, the model breaks down. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
49. Application of the DMD Approach to High-Reynolds-Number Flow over an Idealized Ground Vehicle.
- Author
-
Misar, Adit, Tison, Nathan A., Korivi, Vamshi M., and Uddin, Mesbah
- Subjects
COMPUTATIONAL fluid dynamics ,FLUID flow ,REYNOLDS number ,TORQUE ,SHEARING force ,HYPERSONIC aerodynamics - Abstract
This paper attempts to develop a Dynamic Mode Decomposition (DMD)-based Reduced Order Model (ROMs) that can quickly but accurately predict the forces and moments experienced by a road vehicle such that they be used by an on-board controller to determine the vehicle's trajectory. DMD can linearize a large dataset of high-dimensional measurements by decomposing them into low-dimensional coherent structures and associated time dynamics. This ROM can then also be applied to predict the future state of the fluid flow. Existing literature on DMD is limited to low Reynolds number applications. This paper presents DMD analyses of the flow around an idealized road vehicle, called the Ahmed body, at a Reynolds number of 2.7 × 10 6 . The high-dimensional dataset used in this paper was collected from a computational fluid dynamics (CFD) simulation performed using the Menter's Shear Stress Transport (SST) turbulence model within the context of Improved Delayed Detached Eddy Simulations (IDDES). The DMD algorithm, as available in the literature, was found to suffer nonphysical dampening of the medium-to-high frequency modes. Enhancements to the existing algorithm were explored, and a modified DMD approach is presented in this paper, which includes: (a) a requirement of higher sampling rate to obtain a higher resolution of data, and (b) a custom filtration process to remove spurious modes. The modified DMD algorithm thus developed was applied to the high-Reynolds-number, separation-dominated flow past the idealized ground vehicle. The effectiveness of the modified algorithm was tested by comparing future predictions of force and moment coefficients as predicted by the DMD-based ROM to the reference CFD simulation data, and they were found to offer significant improvement. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
50. High-Order WENO-based Semi-Implicit Projection Method for Incompressible Turbulent Flows: Development, Accuracy, and Reynolds Number Effects.
- Author
-
Nguyen, Thi Quynh, Ahn, Hyung Taek, and Kavouklis, Christos
- Subjects
- *
TURBULENT flow , *TURBULENCE , *INCOMPRESSIBLE flow , *TAYLOR vortices , *NAVIER-Stokes equations , *TURBULENT boundary layer - Abstract
A novel high-order projection method is presented in this study for the simulation of incompressible turbulent flows, utilising weighted essentially non-oscillatory (WENO) schemes. Spatial discretization involves using WENO schemes for nonlinear convection and standard central differences (CD) for the viscous term. The approach combines various orders of WENO and central difference schemes (WENO3/CD2, WENO5/CD4, and WENO7/CD6) to achieve third, fifth, and seventh-order spatial accuracy for velocity fields, respectively. Validating this method involved a thorough examination using the 2D Taylor Green vortex problem in both space and time, along with simulations of 3D Taylor-Green vortex problems at increasing Reynolds numbers (Re) of 1, 600, 16, 000, and 160, 000. The outcomes encompassed analyses of kinetic energy, enstrophy, energy spectra, and vortex fields, indicating the method's effectiveness in accurately simulating high Reynolds number turbulent flows without additional sub-grid scale models. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.