Two-phase flow pattern identification using continuous hidden Markov model

Ali Mahvash; Annie Ross

doi:10.1016/j.ijmultiphaseflow.2007.08.006

Two-phase flow pattern identification using continuous hidden Markov model

International Journal of Multiphase Flow ◽

10.1016/j.ijmultiphaseflow.2007.08.006 ◽

2008 ◽

Vol 34 (3) ◽

pp. 303-311 ◽

Cited By ~ 20

Author(s):

Ali Mahvash ◽

Annie Ross

Keyword(s):

Markov Model ◽

Hidden Markov Model ◽

Flow Pattern ◽

Two Phase Flow ◽

Hidden Markov ◽

Pattern Identification ◽

Phase Flow ◽

Two Phase ◽

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 ◽

Phase Flow ◽

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 ◽

Phase Flow ◽

Two Phase ◽

Dual Modality ◽

Flow Pattern Identification

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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 ◽

Phase Flow ◽

Two Phase ◽

Dual Modality ◽

Oil Water ◽

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 ◽

Cited By ~ 8

Author(s):

Ali Mahvash ◽

Annie Ross

Keyword(s):

Flow Pattern ◽

Two Phase Flow ◽

Pattern Identification ◽

Phase Flow ◽

Two Phase ◽

Flow Pattern Identification

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Two-phase flow pattern identification in a tube bundle based on void fraction and pressure measurements, with emphasis on churn flow

International Journal of Multiphase Flow ◽

10.1016/j.ijmultiphaseflow.2017.04.013 ◽

2017 ◽

Vol 94 ◽

pp. 94-106 ◽

Cited By ~ 5

Author(s):

F. de Kerret ◽

C. Béguin ◽

S. Etienne

Keyword(s):

Flow Pattern ◽

Void Fraction ◽

Two Phase Flow ◽

Tube Bundle ◽

Pattern Identification ◽

Phase Flow ◽

Pressure Measurements ◽

Two Phase ◽

Flow Pattern Identification ◽

Churn Flow

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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 ◽

Cited By ~ 7

Author(s):

Meng Du ◽

Hongyi Yin ◽

Xiaoyan Chen ◽

Xinqiang Wang

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Flow Pattern ◽

Two Phase Flow ◽

Pattern Identification ◽

Phase Flow ◽

Two Phase ◽

Oil In Water ◽

Flow Pattern Identification

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Two-phase flow pattern identification in minichannels using image correlation analysis

International Communications in Heat and Mass Transfer ◽

10.1016/j.icheatmasstransfer.2020.104508 ◽

2020 ◽

Vol 113 ◽

pp. 104508 ◽

Cited By ~ 1

Author(s):

G. Rafałko ◽

R. Mosdorf ◽

G. Górski

Keyword(s):

Correlation Analysis ◽

Flow Pattern ◽

Two Phase Flow ◽

Pattern Identification ◽

Image Correlation ◽

Phase Flow ◽

Two Phase ◽

Flow Pattern Identification

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Application of convolution neural network to flow pattern identification of gas-liquid two-phase flow in small-size pipe

2017 Chinese Automation Congress (CAC) ◽

10.1109/cac.2017.8242984 ◽

2017 ◽

Cited By ~ 2

Author(s):

Zhiyong Yang ◽

Haifeng Ji ◽

Zhiyao Huang ◽

Baoliang Wang ◽

Haiqing Li

Keyword(s):

Neural Network ◽

Flow Pattern ◽

Two Phase Flow ◽

Pattern Identification ◽

Convolution Neural Network ◽

Phase Flow ◽

Two Phase ◽

Flow Pattern Identification

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Flow-pattern identification of gas-liquid two-phase flow based on capacitively coupled contactless conductivity detection

2011 IEEE International Instrumentation and Measurement Technology Conference ◽

10.1109/imtc.2011.5944085 ◽

2011 ◽

Cited By ~ 1

Author(s):

Lei Wang ◽

Zhiyao Huang ◽

Baoliang Wang ◽

Haifeng Ji ◽

Haiqing Li

Keyword(s):

Flow Pattern ◽

Two Phase Flow ◽

Pattern Identification ◽

Phase Flow ◽

Conductivity Detection ◽

Two Phase ◽

Capacitively Coupled ◽

Contactless Conductivity Detection ◽

Flow Pattern Identification

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Gas–liquid two-phase flow pattern identification by ultrasonic echoes reflected from the inner wall of a pipe

Measurement Science and Technology ◽

10.1088/0957-0233/27/3/035304 ◽

2016 ◽

Vol 27 (3) ◽

pp. 035304 ◽

Cited By ~ 4

Author(s):

Fachun Liang ◽

Hongfeng Zheng ◽

Hao Yu ◽

Yuan Sun

Keyword(s):

Flow Pattern ◽

Two Phase Flow ◽

Pattern Identification ◽

Phase Flow ◽

Two Phase ◽

Flow Pattern Identification

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