Stochastic heat transfer enhancement in a grooved channel

We investigate subcritical resonant heat transfer in a heated periodic grooved channel by modulating the flow with an oscillation of random amplitude. This excitation effectively destabilizes the flow at relatively low Reynolds number and establishes strong communication between the grooved flow and the Tollmien–Schlichting channel waves, as revealed by various statistical quantities we analysed. Both single-frequency and multi-frequency responses are considered, and an optimal frequency value is obtained in agreement with previous deterministic studies. In particular, we employ a new approach, the multi-element generalized polynomial chaos (ME-gPC) method, to model the stochastic velocity and temperature fields for uniform and Beta probability density functions (PDFs) of the random amplitude. We present results for the heat transfer enhancement parameter $E$ for which we obtain mean values, lower and upper bounds as well as PDFs. We first study the dependence of the mean value of $E$ on the magnitude of the random amplitude for different Reynolds numbers, and we demonstrate that the deterministic results are embedded in the stochastic simulation results. Of particular interest are the PDFs of $E$, which are skewed with their peaks increasing towards larger values of $E$ as the Reynolds number increases. We then study the effect of multiple frequencies described by a periodically correlated random process. We find that the mean value of $E$ is increased slightly while the variance decreases substantially in this case, an indication of the robustness of this excitation approach. The stochastic modelling approach offers the possibility of designing ‘smart’ PDFs of the stochastic input that can result in improved heat transfer enhancement rates.

[1]  Anthony T. Patera,et al.  Exploiting hydrodynamic instabilities. Resonant heat transfer enhancement , 1986 .

[2]  N. Cutland,et al.  On homogeneous chaos , 1991, Mathematical Proceedings of the Cambridge Philosophical Society.

[3]  R. Ghanem Higher Order Sensitivity of Heat Conduction Problems to Random Data Using the Spectral Stochastic Fi , 1999 .

[4]  G. Karniadakis,et al.  Multi-Element Generalized Polynomial Chaos for Arbitrary Probability Measures , 2006, SIAM J. Sci. Comput..

[5]  Bernt Øksendal,et al.  Stochastic Partial Differential Equations: A Modeling, White Noise Functional Approach , 1996 .

[6]  A. Siegel,et al.  The Cameron—Martin—Wiener method in turbulence and in Burgers’ model: general formulae, and application to late decay , 1970, Journal of Fluid Mechanics.

[7]  Raúl Tempone,et al.  Galerkin Finite Element Approximations of Stochastic Elliptic Partial Differential Equations , 2004, SIAM J. Numer. Anal..

[8]  A. Chorin Gaussian fields and random flow , 1974, Journal of Fluid Mechanics.

[9]  I. Babuska,et al.  Solution of stochastic partial differential equations using Galerkin finite element techniques , 2001 .

[10]  Cristina H. Amon,et al.  Numerical prediction of convective heat transfer in self-sustained oscillatory flows , 1990 .

[11]  R. Ghanem,et al.  Stochastic Finite Elements: A Spectral Approach , 1990 .

[12]  D. Xiu,et al.  Modeling uncertainty in flow simulations via generalized polynomial chaos , 2003 .

[13]  Anthony T. Patera,et al.  Numerical investigation of incompressible flow in grooved channels. Part 2. Resonance and oscillatory heat-transfer enhancement , 1986, Journal of Fluid Mechanics.

[14]  B. Rozovskii,et al.  Nonlinear Filtering Revisited: A Spectral Approach , 1997 .

[15]  M. Kaminski,et al.  Stochastic perturbation‐based finite element approach to fluid flow problems , 2005 .

[16]  Ashley F. Emery Higher Order Perturbation Analysis of Stochastic Thermal Systems With Correlated Uncertain Properties , 2001 .

[17]  R. Ghanem Stochastic Finite Elements For Heterogeneous Media with Multiple Random Non-Gaussian Properties , 1997 .

[18]  H. Hurd,et al.  Periodically Correlated Random Sequences , 2007 .

[19]  G. H. Canavan,et al.  Relationship between a Wiener–Hermite expansion and an energy cascade , 1970, Journal of Fluid Mechanics.

[20]  Marcin Kamiński,et al.  Stochastic finite element modeling of transient heat transfer in layered composites , 1999 .

[21]  G. Karniadakis,et al.  Spectral/hp Element Methods for CFD , 1999 .

[22]  M. Greiner An experimental investigation of resonant heat transfer enhancement in grooved channels , 1991 .

[23]  G. Karniadakis,et al.  An adaptive multi-element generalized polynomial chaos method for stochastic differential equations , 2005 .

[24]  Cristina H. Amon,et al.  Numerical and experimental studies of self-sustained oscillatory flows in communicating channels , 1992 .

[25]  Nicholas Zabaras,et al.  Using Bayesian statistics in the estimation of heat source in radiation , 2005 .

[26]  W. C. Meecham,et al.  The Wiener-Hermite expansion applied to decaying isotropic turbulence using a renormalized time-dependent base , 1978, Journal of Fluid Mechanics.

[27]  George Em Karniadakis,et al.  A CONSERVATIVE ISOPARAMETRIC SPECTRAL ELEMENT METHOD FOR FORCED CONVECTION; APPLICATION TO FULLY DEVELOPED FLOW IN PERIODIC GEOMETRIES , 1986 .

[28]  Cila Herman,et al.  Experimental visualization of temperature fields and study of heat transfer enhancement in oscillatory flow in a grooved channel , 2001 .

[29]  P. Frauenfelder,et al.  Finite elements for elliptic problems with stochastic coefficients , 2005 .

[30]  G. Canavan Some properties of a Lagrangian Wiener–Hermite expansion , 1970, Journal of Fluid Mechanics.

[31]  B. Mikic,et al.  Numerical investigation of incompressible flow in grooved channels. Part 1. Stability and self-sustained oscillations , 1986, Journal of Fluid Mechanics.

[32]  Boris Rozovskii,et al.  Stochastic Navier-Stokes Equations for Turbulent Flows , 2004, SIAM J. Math. Anal..

[33]  Dongbin Xiu,et al.  The Wiener-Askey Polynomial Chaos for Stochastic Differential Equations , 2002, SIAM J. Sci. Comput..

[34]  Steven A. Orszag,et al.  Dynamical Properties of Truncated Wiener‐Hermite Expansions , 1967 .

[35]  Paul G. Tucker,et al.  Numerical studies of heat transfer enhancements in laminar separated flows , 2004 .