Characterizing initiation of gas–liquid churn flows using coupling analysis of multivariate time series
Lusheng Zhai,
Yinglin Wu,
Jie Yang and
Hailin Xie
Physica A: Statistical Mechanics and its Applications, 2020, vol. 540, issue C
Abstract:
Gas–liquid two-phase flows are frequently encountered in industrial processes, such as chemical and nuclear engineering. Understanding the transition mechanism from slug to churn flow is essential to avoid flooding of separators, system vibration and production line damage. In this study, we designed a direct-image multi-electrode conductance sensor to detect spatial structures of gas–liquid two-phase flows. The collected multivariate signals from gas–liquid flow system are analyzed using multivariate weighted multiscale permutation entropy (MWMPE) and cross recurrence plot (CRP). The derived cross recurrence rate (CRR) exhibits advantages in indicating the flow structure evolution. Comparatively, MWMPE is more sensitive to anomalous changes of the flow structures and can be employed to indicate the flow pattern transition from slug to churn flow.
Keywords: Gas–liquid two-phase flow; Multivariate weighted multiscale permutation entropy; Cross recurrence plot; Churn flow (search for similar items in EconPapers)
Date: 2020
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Persistent link: https://EconPapers.repec.org/RePEc:eee:phsmap:v:540:y:2020:i:c:s0378437119317480
DOI: 10.1016/j.physa.2019.123099
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