Finite mixture model applied in the analysis of a turbulent bistable flow on two parallel circular cylinders

被引:11
作者
de Paula, A. V. [1 ]
Moeller, S. V. [1 ]
机构
[1] Univ Fed Rio Grande do Sul, PROMEC Programa Pos Grad Engn Mecan, Porto Alegre, RS, Brazil
关键词
MAXIMUM-LIKELIHOOD; PAIR;
D O I
10.1016/j.nucengdes.2013.02.029
中图分类号
TL [原子能技术]; O571 [原子核物理学];
学科分类号
0827 ; 082701 ;
摘要
This paper presents a study of the bistable phenomenon which occurs in the turbulent flow impinging on circular cylinders placed side-by-side. Time series of axial and transversal velocity obtained with the constant temperature hot wire anemometry technique in an aerodynamic channel are used as input data in a finite mixture model, to classify the observed data according to a family of probability density functions. Wavelet transforms are applied to analyze the unsteady turbulent signals. Results of flow visualization show that the flow is predominantly two-dimensional. A double-well energy model is suggested to describe the behavior of the bistable phenomenon in this case. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:203 / 213
页数:11
相关论文
共 30 条
[1]   Investigation of Strouhal frequencies of two staggered bluff bodies and detection of multistable flow by wavelets [J].
Alam, MM ;
Sakamoto, H .
JOURNAL OF FLUIDS AND STRUCTURES, 2005, 20 (03) :425-449
[2]   Aerodynamic characteristics of two side-by-side circular cylinders and application of wavelet analysis on the switching phenomenon [J].
Alam, MM ;
Moriya, M ;
Sakamoto, H .
JOURNAL OF FLUIDS AND STRUCTURES, 2003, 18 (3-4) :325-346
[3]  
[Anonymous], 1992, CBMSNSF REGIONAL C S
[4]  
[Anonymous], 1997, WILEY SERIES PROBABI
[5]   RANDOM-EXCITATION OF HEAT-EXCHANGER TUBES BY CROSS-FLOWS [J].
AXISA, F ;
ANTUNES, J ;
VILLARD, B .
JOURNAL OF FLUIDS AND STRUCTURES, 1990, 4 (03) :321-341
[6]   Distributions generated by perturbation of symmetry with emphasis on a multivariate skew t-distribution [J].
Azzalini, A ;
Capitanio, A .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 2003, 65 :367-389
[7]  
Azzalini A., 1986, STATISTICA, V46, P199
[8]   INTERACTION BETWEEN A PAIR OF CIRCULAR-CYLINDERS NORMAL TO A STREAM [J].
BEARMAN, PW ;
WADCOCK, AJ .
JOURNAL OF FLUID MECHANICS, 1973, 61 (NOV20) :499-&
[9]  
Blevins RD., 1990, Flow-induced vibrations
[10]   Maximizing generalized linear mixed model likelihoods with an automated Monte Carlo EM algorithm [J].
Booth, JG ;
Hobert, JP .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1999, 61 :265-285