Vertical co-current two-phase flow regime identification using fuzzy C-means clustering algorithm and ReliefF attribute weighting technique

•Air–water two-phase upward and downward flow experiments are conducted in 25.4mm round tube.•ReliefF-FCM is proposed to identify the flow regime objectively.•The flow regime maps based on the present identification results are obtained for both upward and downward flow.•Discussions of L/D and entra...

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Bibliographic Details

Published in:	International journal of heat and mass transfer Vol. 95; pp. 393 - 404
Main Authors:	Pan, Liang-ming, Zhang, Muhao, Ju, Peng, He, Hui, Ishii, Mamoru
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.04.2016
Subjects:	CPDF Entrance effects Flow regime map Fuzzy C-means clustering algorithm ReliefF Two-phase flow Fuzzy C-means clustering algorithm CPDF Entrance effects Two-phase flow Flow regime map ReliefF
ISSN:	0017-9310, 1879-2189
Online Access:	Get full text
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