Article
Mechanics
Krzysztof A. Mizerski
Summary: The magnetohydrodynamic (MHD) turbulence is present in both engineering laboratory flows and natural systems. It has the ability to generate and sustain large-scale and small-scale magnetic fields, playing a crucial role in processes such as nuclear fusion energy production. The turbulence also enhances large-scale diffusion and affects the energy and helicity spectra of strongly turbulent flows.
JOURNAL OF FLUID MECHANICS
(2021)
Article
Mechanics
Damiano Capocci, Perry L. Johnson, Sean Oughton, Luca Biferale, Moritz Linkmann
Summary: In this study, the relative contributions of different physical mechanisms to the energy cascade and helicity transfer in turbulence are quantified. It is found that scale-local vortex flattening and twisting dominate the helicity transfer, accounting for approximately 50% of the mean flux. A new exact relation between these effects is derived, showing the dominance of vortex flattening over twisting. The remaining 50% of the mean flux is attributed to multi-scale vortex flattening, twisting, and entangling.
JOURNAL OF FLUID MECHANICS
(2023)
Article
Mechanics
Seyedalireza Abootorabi, Armin Zare
Summary: Recent data-driven efforts have utilized spectral decomposition techniques to uncover the geometric self-similarity of dominant motions in the logarithmic layer and validate the attached eddy model. In this paper, the predictive capability of stochastically forced linearized Navier-Stokes equations in capturing structural features in turbulent channel flow at Re-tau = 2003 is evaluated. It is shown that the addition of eddy-viscosity significantly strengthens the self-similar attributes of the resulting stochastic velocity field within the logarithmic layer and leads to an inner-scaled coherence spectrum.
JOURNAL OF FLUID MECHANICS
(2023)
Article
Mechanics
S. Arun, A. Sameen, Balaji Srinivasan, Sharath S. Girimaji
Summary: This study examines the definition and transport equation of the scale-space energy density function for compressible flows. It first defines the energy density function and then analyzes data from mixing layers to study the scale-space behavior at different Mach numbers. The research shows that production is influenced by long-distance interactions, whereas pressure dilatation effects are more localized.
JOURNAL OF FLUID MECHANICS
(2021)
Article
Mechanics
Patricio Clark Di Leoni, Tamer A. Zaki, George Karniadakis, Charles Meneveau
Summary: By analyzing the Karman-Howarth equation for filtered-velocity fields in turbulent flows, it is shown that the two-point correlation between the filtered strain-rate and subfilter stress tensors is central in the evolution of filtered-velocity correlation functions. Statistical a priori tests based on two-point correlations enable rigorous and physically meaningful studies of turbulence models. It is found that using fractional gradient orders rather than classical gradients in eddy-viscosity models can lead to stronger non-local correlations.
JOURNAL OF FLUID MECHANICS
(2021)
Article
Mechanics
Tong Wu, Wouter J. T. Bos
Summary: In this study, we investigate the relaxation to thermal equilibrium of the Galerkin-truncated Euler equations in three dimensions, demonstrating the conservation of helicity and enstrophy by the system. Using statistical mechanics, we derive analytical predictions for the equilibrium energy and helicity spectra, and verify the results through pseudo-spectral direct numerical simulations. The results indicate that if the initial condition contains helicity, the system relaxes to a force-free large-scale structure similar to an Arnold-Beltrami-Childress (ABC) flow.
JOURNAL OF FLUID MECHANICS
(2021)
Article
Mechanics
Takeshi Matsumoto, Michio Otsuki, Takeshi Ooshida, Susumu Goto
Summary: We studied the correlation function and mean linear response function of velocity Fourier mode of statistically steady-state, homogeneous and isotropic turbulence in Eulerian and Lagrangian coordinates through direct numerical simulation. The relation between the two functions was found to be disproportional, contrary to the fluctuation-dissipation theorem. Characteristic times associated with the functions were identified and compared between Eulerian and Lagrangian coordinates, showing different scalings in the inertial range.
JOURNAL OF FLUID MECHANICS
(2021)
Article
Mechanics
H. S. Larssen, J. C. Vassilicos
Summary: In statistically stationary homogeneous incompressible turbulence, the average energy transfer rate balance does not reflect the actual fluctuating dynamics that occur at small scales. By using direct numerical simulation, it is revealed that the viscous diffusion, local unsteadiness, and interspace turbulence transport terms are all important factors that cannot be ignored in energy dynamics despite averaging to zero.
JOURNAL OF FLUID MECHANICS
(2023)
Article
Mechanics
Sunao Oka, Susumu Goto
Summary: We conduct direct numerical simulations to investigate the effect of spherical solid particles on the attenuation of turbulence in a periodic cube. Our results show that the additional energy dissipation rate in the wake of particles determines the degree of turbulence attenuation. Based on this observation, we propose formulae to describe the condition and degree of turbulence intensity attenuation.
JOURNAL OF FLUID MECHANICS
(2022)
Article
Mechanics
P-F Yang, J. Fang, L. Fang, A. Pumir, H. Xu
Summary: We derive analytic relations for the second- and third-order moments of the spatial gradient of fluid velocity in compressible turbulence. These relations generalize known relations in incompressible flows and can be approximately applied in a mixing layer. We also discuss the experimental determination of these moments for isotropic compressible turbulence.
JOURNAL OF FLUID MECHANICS
(2022)
Article
Mechanics
L. Djenidi, R. A. Antonia
Summary: The study shows that there are differences in the solutions of the Karman-Howarth equation between forced turbulence and decaying turbulence, mainly due to the generation of large-scale motions in forced turbulence. As the Reynolds number increases, the impact of forcing on small scales decreases, allowing the KHEq solutions to agree well with spectrally based solutions at scales unaffected by forcing.
JOURNAL OF FLUID MECHANICS
(2021)
Article
Mechanics
S. L. Tang, R. A. Antonia, L. Djenidi
Summary: The transport equations for the normalized moments of longitudinal and transverse velocity derivatives are derived from the Navier-Stokes equations in shearless grid turbulence, considering the effects of large-scale streamwise advection. These effects can be expressed as constants times the respective normalized moments divided by the Taylor microscale Reynolds number. The contribution of mean shear in the transport equation is also discussed, indicating that if certain parameters do not increase as rapidly as the Reynolds number, the impact of large-scale structures on small-scale turbulence will diminish as Reynolds number becomes sufficiently large.
JOURNAL OF FLUID MECHANICS
(2021)
Article
Mechanics
Ke Yu, Tim Colonius, D. I. Pullin, Gregoire Winckelmans
Summary: This study investigates the evolution of an initially spherical region of turbulence in free space using direct numerical simulation and large-eddy simulation. The results show that regardless of different low-wavenumber behaviors, the turbulent sphere exhibits similar timewise growth exponents, with little effect on the inertial scales. Intermittency and ejections of vortex rings are observed at the boundary of the spherical region, occurring at the integral scale of the initial turbulence field.
JOURNAL OF FLUID MECHANICS
(2021)
Article
Mechanics
L. Djenidi, R. A. Antonia, S. L. Tang
Summary: This passage discusses the representation of the nth-order velocity structure function Sn in homogeneous isotropic turbulence, which is usually expressed as S-n similar to r(xi n). Different predictions for xi(n) have been proposed, with the first one by Kolmogorov using a dimensional argument. The use of the Hölder inequality allows for the assessment of differences between these predictions.
JOURNAL OF FLUID MECHANICS
(2023)
Article
Mechanics
P. -F. Yang, Z. D. Zhou, H. Xu, G. W. He
Summary: This study derives a relationship between invariants of filtered velocity gradients with two different filter sizes and shows analytically that strain self-amplification contributes more to energy transfer than vortex stretching in homogeneous turbulence. This conclusion is consistent with recent numerical investigations of homogeneous isotropic turbulence. The invariant relation and the inequality between strain self-amplification and vortex stretching apply to all homogeneous flows, not only isotropic turbulence.
JOURNAL OF FLUID MECHANICS
(2023)
Article
Computer Science, Interdisciplinary Applications
Yulin Pan
JOURNAL OF COMPUTATIONAL PHYSICS
(2020)
Article
Acoustics
Yulin Pan
Article
Mechanics
Guangyao Wang, Yulin Pan
Summary: Through the coupling of ensemble Kalman filter with high-order spectral method, we have successfully improved the forecast accuracy of phase-resolved ocean wave prediction by addressing the issue of numerical solution deviation.
JOURNAL OF FLUID MECHANICS
(2021)
Article
Mechanics
Yulin Pan, Patrick J. Haley, Pierre F. J. Lermusiaux
Summary: This study examines the interactions of internal tides (ITs) with a dynamic, rotational, and heterogeneous ocean, as well as spatially varying topography. It investigates the significant interactions of ITs with background fields, particularly at topographic features and strong currents, when the scales of the background and ITs are similar. The study also explores the modulation of wavenumber and energy of ITs propagating into collinear and opposing currents, providing insights into wave behaviors and critical opposing current speeds triggering wave focusing/blocking phenomena.
JOURNAL OF FLUID MECHANICS
(2021)
Article
Mechanics
Zhou Zhang, Yulin Pan
Summary: In this paper, the wave turbulence of surface gravity waves is studied numerically using the Euler equations of the free surface. The scaling of the spectra with wavenumber k and energy flux P at different nonlinearity levels under different forcing/free-decay conditions is investigated. The results show that the spectral forms approach the wave turbulence theory (WTT) solution S-eta similar to k(-5/2) and S-eta similar to P-1/3 at high nonlinearity levels, and become steeper with a decrease of nonlinearity level. The study also explores the mechanisms causing the spectral variations, including bound waves and the finite-size effect.
JOURNAL OF FLUID MECHANICS
(2022)
Article
Engineering, Multidisciplinary
Xianliang Gong, Yulin Pan
Summary: This paper discusses the quantification of extreme response probability in an input-to-response system with stochastic ItR function characterized by heteroscedastic randomness. To address the challenge of evaluating the expensive ItR function, a sequential Bayesian experimental design method leveraging variational heteroscedastic Gaussian process regression (VHGPR) is proposed, along with a new criterion for selecting samples sequentially. The effectiveness of the method is validated through synthetic problems and an engineering problem.
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
(2022)
Article
Geosciences, Multidisciplinary
Ritabrata Thakur, Brian K. Arbic, Dimitris Menemenlis, Kayhan Momeni, Yulin Pan, W. R. Peltier, Joseph Skitka, Matthew H. Alford, Yuchen Ma
Summary: We propose improvements to the modeling of the vertical wavenumber spectrum of internal gravity waves in regional ocean simulations. Our study focuses on the sensitivity of the model to mixing parameters and compares the results to observations. The findings suggest that improving the mixing parameters can enhance the representation of internal wave dynamics.
GEOPHYSICAL RESEARCH LETTERS
(2022)
Article
Mechanics
Guangyao Wang, Jinfeng Zhang, Yuxiang Ma, Qinghe Zhang, Zhilin Li, Yulin Pan
Summary: In this study, the authors developed an ensemble-based data assimilation method for ocean surface waves, which is capable of reconstructing and forecasting the waves while also estimating the ocean current field simultaneously. The method incorporates the effect of ocean currents on waves and employs an iterative EnKF method to accurately estimate the current field and improve the prediction accuracy of the wave field.
JOURNAL OF FLUID MECHANICS
(2022)
Article
Engineering, Ocean
Xianliang Gong, Katerina Siavelis, Zhou Zhang, Yulin Pan
Summary: In this work, a computational framework is developed for efficiently quantifying the temporal exceeding probability of ship responses in a random wave field. The framework utilizes the parameterization of wave field into wave groups and efficient sampling through Bayesian experimental design. Novel developments are introduced to adapt the framework to the measure of temporal exceeding probability. The framework is validated for ship roll motion and demonstrated for more realistic ship response problems using CFD models.
APPLIED OCEAN RESEARCH
(2022)
Article
Automation & Control Systems
Y. M. H. Xiao, Y. Pan
Summary: In this paper, we discuss the navigation of surface vessels in an evolving ocean wave field, treating extreme waves as moving and deforming obstacles. We propose a new time-optimal path planning algorithm based on reachability theory to avoid such obstacles. The algorithm involves forward propagation of reachable set and a backtracking procedure to find the optimal path. We demonstrate the effectiveness of our algorithm in various cases, including realistic ocean waves, and show that it can provide correct paths avoiding high waves and achieve multiple optimal paths when available. The framework can also be extended to other problems involving collision avoidance with moving and deforming obstacles.
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
(2023)
Article
Engineering, Civil
Xianliang Gong, Shuo Feng, Yulin Pan
Summary: In this study, an adaptive sampling framework is proposed to efficiently evaluate the accident rate of connected and automated vehicles (CAVs) in scenario-based tests. The framework utilizes a surrogate model to approximate CAV performance, and an information-theoretic consideration to maximize the benefit of the next sample. The approach is extended to the bi-fidelity context, allowing the choice of fidelity level and sampling location to maximize benefit per cost.
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
(2023)
Article
Physics, Fluids & Plasmas
Zhou Zhang, Yulin Pan
Summary: This study investigates energy transfer of deep-water surface gravity waves in a finite periodic spatial domain, and examines the possibilities of direct and inverse cascades through simulating wave mode generation under different resonant conditions. It is found that sufficient initial excitation can lead to modal propagation to the boundaries, while a frozen turbulence state occurs when the initial excited region is not large enough.
Article
Physics, Fluids & Plasmas
Alexander Hrabski, Yulin Pan