Abstract
We first introduce the basic statistical tools, including probability density functions (PDF) and conditional statistics, for studying fluctuations in general. Then we discuss the closure problem in turbulence. Because of this closure problem, exact implicit relations between different statistical quantities are useful. We derive two implicit results relating the PDF of fluctuations to two conditional means respectively for stationary and statistically homogeneous fluctuations. Furthermore, we discuss how these implicit PDF formulae have been applied to studying the temperature fluctuations in turbulent Rayleigh–Bénard convection, and the implications of the results obtained.
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References
J.L. Lumley, Stochastic Tools in Tturbulence (Dover, New York, 2007)
M.T. Landahl, E. Mollo-Christensen, Turbulence and Random Processes in Fluid Mechanics (Cambridge University Press, New York, 1992)
S.B. Pope, Turbulent Flows (Cambridge University Press, Cambridge, 2000)
T.S. Lundgren, Distribution functions in the statistical theory of turbulence. Phys. Fluids 10, 969–975 (1967)
A.S. Monin, Equations of turbulent motion. Prikl. Mat. Mekh. 31, 1057–1067 (1967)
E.A. Novikov, Kinetic equations for a vortex field. Sov. Phys. Dokl. 12, 1006–1008 (1968)
R. Friedrich, A. Daitche, O. Kamps et al., The Lundgren-Monin-Novikov hierarchy: Kinetic equations for turbulence. C. R. Physique 13, 929–953 (2012)
S.B. Pope, PDF methods for turbulent reactive flows. Prog. Energy Combust. Sci. 11, 119–192 (1985)
S.B. Pope, E.S.C. Ching, Stationary probability density functions in turbulence. Phys. Fluids A 5, 1529–1531 (1993)
E.S.C. Ching, General formula for stationary or statistically homogeneous probability density functions. Phys. Rev. E 53, 5899–5903; Erratum. Phys. Rev. E 55, 4830–4830 (1997)
E.S.C. Ching, R. Kraichnan, Exact results for conditional means of a passive scalar in certain statistically homogeneous flows. J. Stat. Phys. 93, 787–795 (1998)
Y.G. Sinai, V. Yakhot, Limiting probability distributions of a passive scalar in a random velocity field. Phys. Rev. Lett. 63, 1962–1964 (1989)
G. Eyink, Exact results on stationary turbulence in 2D: consequences of vorticity conservation. Phys. D 91, 97–142 (1996)
E.S.C. Ching, Probability densities of turbulent temperature fluctuations. Phys. Rev. Lett. 70, 283–286 (1993)
F. Heslot, B. Castaing, A. Libchaber, Transitions to turbulence in helium gas. Phys. Rev. A 36, 5870–5873 (1987)
X. He, P. Tong, Measurements of the thermal dissipation field in turbulent Rayleigh-Benard convection. Phys. Rev. E 79, 026306 (2009)
J. Mi, R.A. Antonia, General relation for stationary probability density functions. Phys. Rev. E 51, 4466–4468 (1995)
E.S.C. Ching, Y.K. Tsang, Passive scalar conditional statistics in a model of random advection. Phys. Fluids 9, 1353–1361 (1997)
D. Schertzer, S. Lovejoy, in The dimension and intermittency of atmospheric dynamics, ed. by L.J.S. Bradbury, F. Durst, B.E. Launder, et al. Turbulent shear flows 4 (Springer, Berlin, 1985), pp. 7–33
B. Castaing, G. Gunaratne, F. Heslot et al., Scaling of hard thermal turbulence in Rayleigh-Bénard convection. J. Fluid Mech. 204, 1–30 (1989)
E.S.C. Ching, Probabilities for temperature differences in Rayleigh-Bénard convection. Phys. Rev. A 44, 3622–3629 (1991)
Q. Zhou, C. Sun, K.-Q. Xia, Experimental investigation of homogeneity, isotropy, and circulation of the velocity field in buoyancy-driven turbulence. J. Fluid Mech. 598, 361–372 (2008)
R. Ni, S.-D. Huang, K.-Q. Xia, Local energy dissipation rate balances local heat flux in the center of turbulent thermal convection. Phys. Rev. Lett. 107, 174503 (2011)
A.S. Monin, A.M. Yaglom, Statistical Fluid Mechanics: Mechanics of Turbulence (MIT Press, Cambridge, 1975)
J. Lülff, M. Wilczek, R. Friedrich, Temperature statistics in turbulent Rayleigh-Béard convection. New J. Phy. 13, 015002 (2011)
E.S.C. Ching, H. Guo, X.D. Shang et al., Extraction of plumes in turbulent thermal convection. Phys. Rev. Lett. 93, 124501 (2004)
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Ching, E.S.C. (2014). Statistical Analysis of Turbulent Fluctuations. In: Statistics and Scaling in Turbulent Rayleigh-Bénard Convection. SpringerBriefs in Applied Sciences and Technology. Springer, Singapore. https://doi.org/10.1007/978-981-4560-23-8_2
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DOI: https://doi.org/10.1007/978-981-4560-23-8_2
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