Vertical Oil-in-Water Flow Pattern Identification with Deep CNN-LSTM Network

2020 International Conference on Intelligent Computing and Human-Computer Interaction (ICHCI) ◽

10.1109/ichci51889.2020.00088 ◽

2020 ◽

Author(s):

Niu Xiangyang ◽

Gao Yiyang ◽

Wang Runna ◽

Du Meng

Keyword(s):

Flow Pattern ◽

Pattern Identification ◽

Oil In Water ◽

Deep Cnn ◽

Lstm Network ◽

Flow Pattern Identification

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Oil-in-Water Two-Phase Flow Pattern Identification From Experimental Snapshots Using Convolutional Neural Network

IEEE Access ◽

10.1109/access.2018.2888733 ◽

2019 ◽

Vol 7 ◽

pp. 6219-6225 ◽

Author(s):

Meng Du ◽

Hongyi Yin ◽

Xiaoyan Chen ◽

Xinqiang Wang

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Flow Pattern ◽

Two Phase Flow ◽

Pattern Identification ◽

Two Phase ◽

Oil In Water ◽

Flow Pattern Identification

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Complex Network from Nonlinear Time Series with Application to Inclined Oil-Water Flow Pattern Identification

10.1063/1.3366424 ◽

2010 ◽

Author(s):

Z. K. Gao ◽

N. D. Jin ◽

Y. B. Zong ◽

Z. Y. Wang ◽

Liejin Guo ◽

...

Keyword(s):

Time Series ◽

Flow Pattern ◽

Complex Network ◽

Nonlinear Time Series ◽

Pattern Identification ◽

Oil Water ◽

Flow Pattern Identification

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FLOW PATTERN IDENTIFICATION WITH BOTH WALL TEMPERATURE DISTRIBUTIONS AND HEAT TRANSFER CHARACTERISTICS DURING REFRIGERANT EVAPORATION IN SPIRALLY GROOVED TUBE

Equipment ◽

10.1615/ihtc13.p12.320 ◽

2006 ◽

Author(s):

S. Momoki ◽

S. Higashiiue ◽

T. Shigechi ◽

T. Yamaguchi ◽

H. Mori

Keyword(s):

Heat Transfer ◽

Flow Pattern ◽

Wall Temperature ◽

Pattern Identification ◽

Heat Transfer Characteristics ◽

Transfer Characteristics ◽

Temperature Distributions ◽

Grooved Tube ◽

Flow Pattern Identification

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Flow pattern identification for gas-liquid two-phase flow in minichannel based on a new optical array sensor

IEEE Sensors Journal ◽

10.1109/jsen.2021.3088848 ◽

2021 ◽

pp. 1-1

Author(s):

Huajun Li ◽

Shanen Yu ◽

Wendong Yang ◽

Jie Luo

Keyword(s):

Flow Pattern ◽

Two Phase Flow ◽

Pattern Identification ◽

Two Phase ◽

Array Sensor ◽

Flow Pattern Identification

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Flow pattern identification of gas-liquid two-phase flow using dual-modality sensor

10.23919/ccc52363.2021.9550522 ◽

2021 ◽

Author(s):

Bixiao Sun ◽

Chao Tan ◽

Xuewei Shi ◽

Shangjie Ren ◽

Feng Dong

Keyword(s):

Flow Pattern ◽

Two Phase Flow ◽

Pattern Identification ◽

Two Phase ◽

Dual Modality ◽

Flow Pattern Identification

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A Novel PCA-SVM Flow Pattern Identification Algorithm for Electrical Resistance Tomography System

Advances in Intelligent and Soft Computing - Advances in Future Computer and Control Systems ◽

10.1007/978-3-642-29390-0_57 ◽

2012 ◽

pp. 357-362 ◽

Author(s):

Yanjun Zhang ◽

Yu Chen

Keyword(s):

Flow Pattern ◽

Electrical Resistance ◽

Pattern Identification ◽

Identification Algorithm ◽

Electrical Resistance Tomography ◽

Tomography System ◽

Flow Pattern Identification

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A capacitance sensor for two-phase void fraction measurement and flow pattern identification

International Journal of Multiphase Flow ◽

10.1016/0301-9322(88)90046-8 ◽

1988 ◽

Vol 14 (3) ◽

pp. 305-320 ◽

Author(s):

J.J.M. Geraets ◽

J.C. Borst

Keyword(s):

Flow Pattern ◽

Void Fraction ◽

Pattern Identification ◽

Capacitance Sensor ◽

Two Phase ◽

Flow Pattern Identification ◽

Fraction Measurement

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Doppler spectrum analysis and flow pattern identification of oil-water two-phase flow using dual-modality sensor

Flow Measurement and Instrumentation ◽

10.1016/j.flowmeasinst.2020.101861 ◽

2021 ◽

Vol 77 ◽

pp. 101861

Author(s):

Weiling Liu ◽

Chao Tan ◽

Feng Dong

Keyword(s):

Flow Pattern ◽

Spectrum Analysis ◽

Two Phase Flow ◽

Pattern Identification ◽

Doppler Spectrum ◽

Two Phase ◽

Dual Modality ◽

Oil Water ◽

Flow Pattern Identification

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Fuzzynistic Models for Multiphase Flow Pattern Identification

10.2118/174812-ms ◽

2015 ◽

Author(s):

Florentina Popa ◽

Serkan Dursun ◽

Brent Houchens

Keyword(s):

Multiphase Flow ◽

Flow Pattern ◽

Pattern Identification ◽

Flow Pattern Identification

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Application of CHMMs to two-phase flow pattern identification

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2008.02.005 ◽

2008 ◽

Vol 21 (8) ◽

pp. 1144-1152 ◽

Author(s):

Ali Mahvash ◽

Annie Ross

Keyword(s):

Flow Pattern ◽

Two Phase Flow ◽

Pattern Identification ◽

Two Phase ◽

Flow Pattern Identification

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