Identifying Flow Patterns in a Narrow Channel via Feature Extraction of Conductivity Measurements with a Support Vector Machine

Identifying Flow Patterns in a Narrow Channel via Feature Extraction of Conductivity Measurements with a Support Vector Machine

In this work, a visualization experiment for rectangular channels was carried out to explore gas–liquid two-phase flow characteristics. Typical flow patterns, including bubble, elastic and mixed flows, were captured by direct imaging technology and the corresponding measurements with fluctuation cha...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Kai Yang, Jiajia Liu, Min Wang, Hua Wang, Qingtai Xiao
Fformat:	Erthygl
Iaith:	English
Cyhoeddwyd:	MDPI AG 2023-02-01
Cyfres:	Sensors
Pynciau:	gas–liquid flow pattern rectangular channel conductivity support vector machine
Mynediad Ar-lein:	https://www.mdpi.com/1424-8220/23/4/1907

Eitemau Tebyg

Prediction of Transverse Shear Stress in a Rectangular Channel Using Shannon Entropy and Support Vector Regression
gan: Babak Lashkar-Ara
Cyhoeddwyd: (2024-01-01)

Experimental Study on Heat Transfer Characteristics of Two-Phase Flow in Square and Rectangular Channels
gan: Jingzhi Zhang, et al.
Cyhoeddwyd: (2022-11-01)

Effect of Condensation Heat Transfer Characteristics of Non-condensable Gas in Vertical Rectangular Channel
gan: Huang Jiayu, et al.
Cyhoeddwyd: (2019-01-01)

Study on the turbulent Prandtl number model for liquid metal flow and heat transfer in a narrow rectangular channel
gan: Zhang Xue, et al.
Cyhoeddwyd: (2024-04-01)

Study on flow and heat transfer characteristics of liquid metal flow in narrow rectangular channels under high heat flux
gan: Xue Zhang, et al.
Cyhoeddwyd: (2024-02-01)

Experimental Study for Heat Transfer Characteristics of Vertical Rectangular Narrow Channels
gan: Liu Xiaode, et al.
Cyhoeddwyd: (2014-01-01)

Predicting thermal conductivity and dynamic viscosity of nanofluid by employment of Support Vector Machines: A review
gan: Ayman Alfaleh, et al.
Cyhoeddwyd: (2023-11-01)

Performance Analysis of Simplification of Hyperplane Support Vector Machine
gan: Hui Cheng, et al.
Cyhoeddwyd: (2015-08-01)

Performance Analysis of Simplification of Hyperplane Support Vector Machine
gan: Hui Cheng, et al.
Cyhoeddwyd: (2015-08-01)

Production Evaluation of Well in Rectangular Coalbed Methane Reservoirs with Finite Conductivity Fracture and Matrix Shrinkage Effect
gan: LI Chen, CHAO Haiyan, HOU Wei
Cyhoeddwyd: (2020-05-01)

Starfruit classification using support vector method /
gan: Lim, Wei Ming, 1982-, et al.
Cyhoeddwyd: (2010)

Starfruit classification using support vector method [electronic resource] /
gan: Lim, Wei Ming, 1982-
Cyhoeddwyd: (2010)

Valvular heart disease classfication using support vector machine /
gan: 250221 Liew, Adeline Ching Ying, et al.
Cyhoeddwyd: (2007)

Novel design of serpentine channel heat sinks with rectangular and triangular ribs and grooves for 25Ah Li-ion battery thermal management
gan: John Sathvik Sakkera, et al.
Cyhoeddwyd: (2025-01-01)

Valvular heart disease classfication using support vector machine [electronic resource]/
gan: 250221 Liew, Adeline Ching Ying, et al.
Cyhoeddwyd: (2007)

CFD Simulation and Thermal Performance Optimization of Channel Flow with Multiple Baffles
gan: P. Nithish Reddy, et al.
Cyhoeddwyd: (2023-11-01)

Application of machine learning approaches in the computation of energy dissipation over rectangular stepped spillway
gan: Saurabh Pujari, et al.
Cyhoeddwyd: (2023-09-01)

Analysis of Aspect Ratio in a Miniature Rectangle Channel for Low Frictional Resistance
gan: Takashi Fukuda, et al.
Cyhoeddwyd: (2021-12-01)

Investigation of the effect of rectangular winglet angles on turbulent flow and heat transfer of water/Cu nanofluid in a three-dimensional channel
gan: Mohammad Reza Tavakoli, et al.
Cyhoeddwyd: (2024-08-01)

Deteksi Glaukoma pada Citra Fundus Retina menggunakan Metode Local Binary Pattern dan Support Vector Machine
gan: FEBI NURFAJAR, et al.
Cyhoeddwyd: (2022-10-01)

Scour prediction in long contractions using ANFIS and SVM
gan: Najafzadeh, Mohammad, et al.
Cyhoeddwyd: (2016)

Numerical Modeling of Unsteady Pulsating nanofluid flow in a rectangular channel
gan: Masoud Ziaei-Rad, et al.
Cyhoeddwyd: (2016-03-01)

Prediction of Critical Heat Flux during Downflow in Fully Heated Vertical Channels
gan: Mirza M. Shah
Cyhoeddwyd: (2024-03-01)

Design and Preliminary Study on Vertical Rectangle Visualization of Flow Boiling Heat Transfer Experiment Platform
gan: Zheng Zhigao, et al.
Cyhoeddwyd: (2013-01-01)

Minimal Complexity Support Vector Machines for Pattern Classification
gan: Shigeo Abe
Cyhoeddwyd: (2020-11-01)

Range of effectiveness of hydraulic diameter model as an analytical solution for rectangular microchannels
gan: Koichiro Kobayashi, et al.
Cyhoeddwyd: (2025-01-01)

The Ionic Selectivity of Lysenin Channels in Open and Sub-Conducting States
gan: Andrew Bogard, et al.
Cyhoeddwyd: (2021-11-01)

Steady flow of couple stress fluid through a rectangular channel under transverse magnetic field with suction
gan: Pavan Kumar Reddy Muduganti, et al.
Cyhoeddwyd: (2024-12-01)

Transient Heat Conduction in the Orthotropic Model with Rectangular Heat Source
gan: Zeqing He, et al.
Cyhoeddwyd: (2022-08-01)

Eye detection method using gray intensity information and support vector machines
gan: YU Ming-xin, et al.
Cyhoeddwyd: (2015-06-01)

Exploring Kernel Machines and Support Vector Machines: Principles, Techniques, and Future Directions
gan: Ke-Lin Du, et al.
Cyhoeddwyd: (2024-12-01)

ANALYSIS OF THE INTERNAL RESONANCE CHARACTERISTICS OF RECTANGULAR CURRENT-CONDUCTING THIN PLATE IN TRANSVERSE MAGNETIC FIELD
gan: LI Jing, et al.
Cyhoeddwyd: (2017-01-01)

Support vector machines /
gan: 208101 Steinwart, Ingo, et al.
Cyhoeddwyd: (2008)

Flow instability and development of dean vortices in a bending rectangular channel with bottom wall heating and cooling from the ceiling
gan: Selim Hussen, et al.
Cyhoeddwyd: (2025-03-01)

Experimental research on flow regime and transitional criterion of slug to churn-turbulent and churn-turbulent to annular flow in rectangular channels
gan: Qingche He, et al.
Cyhoeddwyd: (2023-11-01)

A Parallel Support Vector Machine algorithm to identify patterns of pollution in Smart Cities for Metropolitan Zone of Guadalajara
gan: Martha Patricia Martínez Vargas, et al.
Cyhoeddwyd: (2022-02-01)

Partial Discharge Pattern Recognition Based on an Ensembled Simple Convolutional Neural Network and a Quadratic Support Vector Machine
gan: Zhangjun Fei, et al.
Cyhoeddwyd: (2024-05-01)

Entropy Production in Reaction–Diffusion Systems Confined in Narrow Channels
gan: Guillermo Chacón-Acosta, et al.
Cyhoeddwyd: (2024-05-01)

Mechanistic Insights into Effects of Perforation Direction on Thermal Hydraulic Performance of Ribs in a Rectangular Cooling Channel
gan: Weijia Qian, et al.
Cyhoeddwyd: (2024-08-01)

Rule extraction from support vector machines /
gan: Diederich, Joachim
Cyhoeddwyd: (2008)