Uncovering flow dynamic behaviors underlying oil-gas-water three phase flow using multivariate synchrosqueezing transform

被引:1
|
作者
Ouyang, Lei [2 ]
Ren, Weikai [1 ]
Jin, Ningde [2 ]
机构
[1] Peking Univ, Inst Energy, Beijing 100871, Peoples R China
[2] Tianjin Univ, Sch Elect & Informat Engn, Tianjin 300072, Peoples R China
基金
中国国家自然科学基金;
关键词
oil-gas-water three phase flow; time frequency analysis; synchrosqueezing transform; multivariate time series; EMPIRICAL MODE DECOMPOSITION; TIME-FREQUENCY ANALYSIS; WIGNER DISTRIBUTION; PATTERN; PHASE;
D O I
10.1515/zna-2023-0184
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Oil-gas-water three-phase flow is distinguished by its intricate flow pattern. The analysis of experimental observations to reveal the oil-gas-water three phase flow's dynamic behavior remains a challenging task. In this paper, firstly, a simulation investigation to compare the multivariate pseudo-winger distribution (MPWD) and multivariate synchrosqueezing transform (MSST) is presented. The cross term may be suppressed while maintaining high time-frequency concentration, according to our research on multivariate synchrosqueezing transform. The time-frequency analysis of various vertical oil-gas-water three phase flow patterns is then conducted utilizing MSST. The results from this study reveal that in various frequency bands, slug flow, bubble flow, and churn flow exhibit considerable temporal frequency variances. The MSST can effectively uncover the intrinsic connection between signal fluctuations and flow structure, and promote the understanding of various patterns of flow.
引用
收藏
页码:215 / 227
页数:13
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