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163 Results Found

  • Article
  • Open Access
22 Citations
6,387 Views
21 Pages

17 June 2019

In the process of production logging to evaluate fluid flow inside pipe, logging tools that force all flow to pass through a small measuring pipe are commonly utilized for measuring mixture density. For these logging tools, studying the fluid flow ph...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
20 Citations
8,577 Views
16 Pages

Measurement of Gas-Liquid Two-Phase Flow in Micro-Pipes by a Capacitance Sensor

  • Haifeng Ji,
  • Huajun Li,
  • Zhiyao Huang,
  • Baoliang Wang and
  • Haiqing Li

26 November 2014

A capacitance measurement system is developed for the measurement of gas-liquid two-phase flow in glass micro-pipes with inner diameters of 3.96, 2.65 and 1.56 mm, respectively. As a typical flow regime in a micro-pipe two-phase flow system, slug flo...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
10 Citations
7,500 Views
19 Pages

17 September 2016

The parameters of gas-liquid two-phase flow bubbles in field coalbed methane (CBM) wells are of great significance for analyzing coalbed methane output, judging faults in CBM wells, and developing gas drainage and extraction processes, which stimulat...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
11 Citations
6,789 Views
22 Pages

18 November 2016

The measurement of wellbore annulus gas–liquid two-phase flow in CBM (coalbed methane) wells is of great significance for reasonably developing gas drainage and extraction processes, estimating CBM output, judging the operating conditions of CBM well...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
9 Citations
3,775 Views
16 Pages

Flow Measurement of Oil-Water Two-Phase Flow at Low Flow Rate Using the Plug-in Conductance Sensor Array

  • Ningde Jin,
  • Yiyu Zhou,
  • Xinghe Liang,
  • Dayang Wang,
  • Lusheng Zhai and
  • Jidong Wei

25 October 2019

In order to improve the flow measurement accuracy of oil-water two-phase flow at low flow rate, this paper presents a plug-in conductance sensor array (PICSA) for the measurement of water holdup and cross-correlation velocity. Due to the existence of...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
10 Citations
4,755 Views
20 Pages

The Influence on Response of a Combined Capacitance Sensor in Horizontal Oil–Water Two-Phase Flow

  • Lei Li,
  • Lingfu Kong,
  • Beibei Xie,
  • Xin Fang,
  • Weihang Kong,
  • Xingbin Liu,
  • Yanjun Wang and
  • Fengda Zhao

20 January 2019

In the process of production logging interpretation, a water cut is one of the key factors to obtain the oil phase content in the oil well. In order to measure the water cut of the horizontal oil–water two-phase flow with low yield, the respons...

  • Article
  • Open Access
19 Citations
5,064 Views
22 Pages

A New Capacitance Sensor for Measuring the Void Fraction of Two-Phase Flow Through Tube Bundles

  • Wael Ahmed,
  • Adib Fatayerji,
  • Ahmed Elsaftawy,
  • Marwan Hassan,
  • David Weaver and
  • Jovica Riznic

8 April 2020

Evaluating the two-phase flow parameters across tube bundles is crucial to the analysis of vibration excitation mechanisms. These parameters include the temporal and local variation of void fraction and phase redistribution. Understanding these two-p...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
19 Citations
5,118 Views
18 Pages

17 January 2022

Oil–water two-phase flows widely exist in industrial production, especially in the petroleum industry. The liquid holdup is significant for understanding reservoir production characteristics and improving oil recovery. This paper focuses on the...

(This article belongs to the Section Industrial Sensors)
  • Article
  • Open Access
8 Citations
3,195 Views
20 Pages

7 August 2020

A multiphase flow measurement technique plays a critical role in the studies of heat and mass transfer characteristics and mechanism of the gas–liquid two-phase, the practical measurement of the gas–liquid flow and the improvement of mult...

(This article belongs to the Special Issue Experimental and Numerical Modeling of Fluid Flow)
  • Article
  • Open Access
24 Citations
7,512 Views
15 Pages

4 July 2016

A 360° twisted helical capacitance sensor was developed for holdup measurement in horizontal two-phase stratified flow. Instead of suppressing nonlinear response, the sensor was optimized in such a way that a ‘sine-like’ function was displayed on top...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
11 Citations
3,517 Views
11 Pages

18 October 2018

A method for gas–solid two-phase flow pattern identification in horizontal pneumatic conveying pipelines is proposed based on an electrostatic sensor array (ESA) and artificial neural network (ANN). The ESA contains eight identical arc shaped e...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
16 Citations
4,105 Views
29 Pages

Analysis of Conductance Probes for Two-Phase Flow and Holdup Applications

  • José-Luis Muñoz-Cobo,
  • Yago Rivera,
  • Cesar Berna and
  • Alberto Escrivá

9 December 2020

In this paper we perform an analysis of the conductance probes used in two-phase flow applications especially for two-phase flow tomography of annular flow, to measure the waves produced in the interface with different boundary conditions without per...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
33 Citations
10,174 Views
13 Pages

Experimental Study of Void Fraction Measurement Using a Capacitance-Based Sensor and ANN in Two-Phase Annular Regimes for Different Fluids

  • Aryan Veisi,
  • Mohammad Hossein Shahsavari,
  • Gholam Hossein Roshani,
  • Ehsan Eftekhari-Zadeh and
  • Ehsan Nazemi

7 January 2023

One of the most severe problems in power plants, petroleum and petrochemical industries is the accurate determination of phase fractions in two-phase flows. In this paper, we carried out experimental investigations to validate the simulations for wat...

(This article belongs to the Special Issue Computational and Experimental Fluid Dynamics)
  • Review
  • Open Access
23 Citations
8,892 Views
35 Pages

Development of Conductivity Sensors for Multi-Phase Flow Local Measurements at the Polytechnic University of Valencia (UPV) and University Jaume I of Castellon (UJI)

  • José Luis Muñoz-Cobo,
  • Sergio Chiva,
  • Santos Méndez,
  • Guillem Monrós,
  • Alberto Escrivá and
  • José Luis Cuadros

10 May 2017

This paper describes all the procedures and methods currently used at UPV (Universitat Politécnica de Valencia) and UJI (University Jaume I) for the development and use of sensors for multi-phase flow analysis in vertical pipes. This paper also descr...

(This article belongs to the Special Issue State-of-the-Art Sensors Technology in Spain 2016)
  • Article
  • Open Access
20 Citations
5,083 Views
17 Pages

11 July 2018

In this paper, a phase shift detection system of flow impedance is designed based on a concave capacitance sensor (CCS). The flow impedance of oil–water stratified flow is investigated by establishing an equivalent circuit model and a finite el...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
23 Citations
6,458 Views
13 Pages

Multiple Wire-Mesh Sensors Applied to the Characterization of Two-Phase Flow inside a Cyclonic Flow Distribution System

  • César Y. Ofuchi,
  • Henrique K. Eidt,
  • Carolina C. Rodrigues,
  • Eduardo N. Dos Santos,
  • Paulo H. D. Dos Santos,
  • Marco J. Da Silva,
  • Flávio Neves,
  • Paulo Vinicius S. R. Domingos and
  • Rigoberto E. M. Morales

7 January 2019

Wire-mesh sensors are used to determine the phase fraction of gas–liquid two-phase flow in many industrial applications. In this paper, we report the use of the sensor to study the flow behavior inside an offshore oil and gas industry device fo...

(This article belongs to the Special Issue Selected Papers from the 9th World Congress on Industrial Process Tomography)
  • Article
  • Open Access
43 Citations
8,107 Views
13 Pages

A New Void Fraction Measurement Method for Gas-Liquid Two-Phase Flow in Small Channels

  • Huajun Li,
  • Haifeng Ji,
  • Zhiyao Huang,
  • Baoliang Wang,
  • Haiqing Li and
  • Guohua Wu

27 January 2016

Based on a laser diode, a 12 × 6 photodiode array sensor, and machine learning techniques, a new void fraction measurement method for gas-liquid two-phase flow in small channels is proposed. To overcome the influence of flow pattern on the void fract...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
9 Citations
3,318 Views
11 Pages

A New Method for Measuring Water Holdup of Oil-Water Two-Phase Flow in Horizontal Wells

  • Yanjun Wang,
  • Jianlong Han,
  • Zhiqiang Hao,
  • Lijian Zhou,
  • Xinjie Wang and
  • Mingwei Shao

25 April 2022

The production profile logging technology of Oil-water two-phase flow is an important support technology for efficient development of horizontal oil wells. Moreover, the water holdup of Oil-water two-phase flow is one of the important dynamic measure...

(This article belongs to the Special Issue Oil and Gas Well Engineering Measurement and Control)
  • Article
  • Open Access
28 Citations
8,665 Views
14 Pages

27 December 2016

Liquid film thickness measurements under temperature-varying conditions in a two-phase flow are of great importance to refining our understanding of two-phase flows. In order to overcome the limitations of the conventional electrical means of measuri...

(This article belongs to the Special Issue Microfluidic Sensors and Control Devices)
  • Article
  • Open Access
813 Views
47 Pages

Numerical Evaluation and Assessment of Key Two-Phase Flow Parameters Using Four-Sensor Probes in Bubbly Flow

  • Guillem Monrós-Andreu,
  • Carlos Peña-Monferrer,
  • Raúl Martínez-Cuenca,
  • Salvador Torró and
  • Sergio Chiva

9 December 2025

Intrusive phase-detection probes remain a standard tool for local characterization of gas–liquid bubbly flows, but their accuracy is strongly affected by probe geometry and bubble–probe interaction kinematics. This work presents a Monte C...

(This article belongs to the Special Issue Sensors for Flow Measurement)
  • Article
  • Open Access
16 Citations
2,966 Views
14 Pages

An Experimental and Simulation Study for Comparison of the Sensitivity of Different Non-Destructive Capacitive Sensors in a Stratified Two-Phase Flow Regime

  • Mohammad Hossein Shahsavari,
  • Aryan Veisi,
  • Gholam Hossein Roshani,
  • Ehsan Eftekhari-Zadeh and
  • Ehsan Nazemi

Measuring the volume fraction of each phase in multi-phase flows is an essential problem in petrochemical industries. One of the standard flow regimes is stratified two-phase flow, which occurs when two immiscible fluids are present in a pipeline. In...

(This article belongs to the Special Issue Application of Artificial Neural Network in Non-destructive Testing)
  • Article
  • Open Access
8 Citations
5,087 Views
13 Pages

19 July 2019

The carbon capture and storage (CCS) system has the potential to reduce CO2 emissions from traditional energy industries. In order to monitor and control the CCS process, it is essential to achieve an accurate measurement of the gas void fraction in...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
20 Citations
3,263 Views
14 Pages

Using ANN and Combined Capacitive Sensors to Predict the Void Fraction for a Two-Phase Homogeneous Fluid Independent of the Liquid Phase Type

  • Tzu-Chia Chen,
  • Seyed Mehdi Alizadeh,
  • Abdullah K. Alanazi,
  • John William Grimaldo Guerrero,
  • Hala M. Abo-Dief,
  • Ehsan Eftekhari-Zadeh and
  • Farhad Fouladinia

20 March 2023

Measuring the void fraction of different multiphase flows in various fields such as gas, oil, chemical, and petrochemical industries is very important. Various methods exist for this purpose. Among these methods, the capacitive sensor has been widely...

(This article belongs to the Special Issue Application of Artificial Intelligence (AI) in Chemical Science and Engineering)
  • Article
  • Open Access
23 Citations
7,265 Views
11 Pages

Single- and Two-Phase Flow Characterization Using Optical Fiber Bragg Gratings

  • Virgínia H.V. Baroncini,
  • Cicero Martelli,
  • Marco José Da Silva and
  • Rigoberto E.M. Morales

17 March 2015

Single- and two-phase flow characterization using optical fiber Bragg gratings (FBGs) is presented. The sensor unit consists of the optical fiber Bragg grating positioned transversely to the flow and fixed in the pipe walls. The hydrodynamic pressure...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
9 Citations
3,793 Views
14 Pages

3D Reconstruction of Slug Flow in Mini-Channels with a Simple and Low-Cost Optical Sensor

  • Huajun Li,
  • Yandan Jiang,
  • Haifeng Ji,
  • Guangyu Liu and
  • Shanen Yu

21 October 2019

The present work provides a new approach for 3D image reconstruction of gas-liquid two-phase flow (GLF) in mini-channels based on a new optical sensor. The sensor consists of a vertical and a horizontal photodiode array. Firstly, with the optical sig...

(This article belongs to the Section Optical Sensors)
  • Article
  • Open Access
21 Citations
4,987 Views
15 Pages

31 May 2020

A method to measure the superficial velocity of the water phase in gas–water flow using an electromagnetic flowmeter (EMF) and rotating electric field conductance sensors (REFCSs) is introduced in this paper. An electromagnetic flowmeter instru...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
1,063 Views
20 Pages

21 July 2026

The accurate measurement of solid concentration in horizontal gas–solid flows is very important to guarantee production efficiency and process control. However, gravity causes uneven particle distribution, which creates a strong nonlinear relat...

(This article belongs to the Section E: Engineering and Technology)
  • Communication
  • Open Access
5 Citations
3,456 Views
13 Pages

Towards Real-Time Analysis of Gas-Liquid Pipe Flow: A Wire-Mesh Sensor for Industrial Applications

  • Philipp Wiedemann,
  • Felipe de Assis Dias,
  • Manuel Trepte,
  • Eckhard Schleicher and
  • Uwe Hampel

18 April 2023

Real-time monitoring of gas-liquid pipe flow is highly demanded in industrial processes in the chemical and power engineering sectors. Therefore, the present contribution describes the novel design of a robust wire-mesh sensor with an integrated data...

(This article belongs to the Special Issue Intelligent Sensors for Industrial Process Monitoring)
  • Article
  • Open Access
4 Citations
3,271 Views
11 Pages

4 November 2021

The use of optical fiber probe in two-phase flow measurements is very frequently encountered, especially in the applications of chemical engineering and petroleum industries. In this work, the influence of bubble piercing signals caused by bubble def...

(This article belongs to the Special Issue Fiber Optic Sensors and Applications 2021–2022)
  • Article
  • Open Access
54 Citations
6,453 Views
18 Pages

21 February 2020

In modern society, the oil industry has become the foundation of the world economy, and how to efficiently extract oil is a pressing problem. Among them, the accurate measurement of oil-gas two-phase parameters is one of the bottlenecks in oil extrac...

(This article belongs to the Section Intelligent Sensors)
  • Article
  • Open Access
22 Citations
3,038 Views
12 Pages

Intelligent Measurement of Void Fractions in Homogeneous Regime of Two Phase Flows Independent of the Liquid Phase Density Changes

  • Abdullah M. Iliyasu,
  • Farhad Fouladinia,
  • Ahmed S. Salama,
  • Gholam Hossein Roshani and
  • Kaoru Hirota

Determining the amount of void fraction of multiphase flows in pipelines of the oil, chemical and petrochemical industries is one of the most important challenges. Performance of capacitance based two phase flow meters highly depends on the fluid pro...

(This article belongs to the Section Engineering)
  • Article
  • Open Access
255 Views
21 Pages

7 September 2026

Temperature-dependent local two-phase flow parameters in lead–bismuth eutectic (LBE)–gas bubbly flows are essential for validating the closure models used in safety analyses of steam generator or heat exchanger tube rupture accidents in l...

  • Article
  • Open Access
2 Citations
2,020 Views
17 Pages

GravelSens: A Smart Gravel Sensor for High-Resolution, Non-Destructive Monitoring of Clogging Dynamics

  • Kaan Koca,
  • Eckhard Schleicher,
  • André Bieberle,
  • Stefan Haun,
  • Silke Wieprecht and
  • Markus Noack

17 January 2025

Engineers, geomorphologists, and ecologists acknowledge the need for temporally and spatially resolved measurements of sediment clogging (also known as colmation) in permeable gravel-bed rivers due to its adverse impacts on water and habitat quality....

(This article belongs to the Section Environmental Sensing)
  • Article
  • Open Access
7 Citations
5,256 Views
20 Pages

14 February 2018

Coalbed methane (CBM) is one kind of clean-burning gas and has been valued as a new form of energy that will be used widely in the near future. When producing CBM, the working level within a CBM wellbore annulus needs to be monitored to dynamically a...

(This article belongs to the Special Issue Sensors for MEMS and Microsystems)
  • Article
  • Open Access
396 Views
30 Pages

A Synthetic-to-Real Deep Learning Framework for Two-Phase Probe Signal Processing

  • Guillem Monrós-Andreu,
  • Delia Trifi,
  • Alejandro González-Barberá,
  • Jaume Luis-Gómez,
  • Raúl Martínez-Cuenca and
  • Sergio Chiva

Accurate binarization of phase-detection probe signals (gas vs. liquid) is necessary for the estimation of local void fraction, interfacial velocity, and bubble statistics in gas–liquid flows, particularly in nuclear thermal–hydraulic exp...

(This article belongs to the Special Issue Artificial Intelligence, Meta-Modelling, Digital Twins and Advanced Simulation for the Safety Analysis of Nuclear Systems)
  • Proceeding Paper
  • Open Access
1 Citations
3,574 Views
6 Pages

Ultrasound Measurement Technique for Validation of Cryogenic Flows

  • David Becker,
  • Robert Schmidt,
  • Gerhard Lindner and
  • Klaus Stefan Drese

11 December 2018

An ultrasound sensor system based on the transmission-mode approach is developed to enable the monitoring and sensing of cryogenic liquids and gases—especially gaseous bubbles and gas-liquid interfaces in liquid nitrogen (LN2). Common sensors do not...

(This article belongs to the Proceedings of EUROSENSORS 2018)
  • Article
  • Open Access
17 Citations
3,107 Views
24 Pages

Optimization for Pipeline Corrosion Sensor Placement in Oil-Water Two-Phase Flow Using CFD Simulations and Genetic Algorithm

  • Shuomang Shi,
  • Baiyu Jiang,
  • Simone Ludwig,
  • Luyang Xu,
  • Hao Wang,
  • Ying Huang and
  • Fei Yan

24 August 2023

Internal corrosion is a major concern in ensuring the safety of transmission and gathering pipelines in Structural Health Monitoring (SHM). It usually requires numerous sensors deployed inside the piping system to comprehensively cover the locations...

(This article belongs to the Special Issue Optical Fiber Sensor Technology for Structural Health Monitoring)
  • Article
  • Open Access
6 Citations
3,667 Views
30 Pages

2 September 2020

This work involved the simulation of both a multiphase gas–liquid flow and the electromagnetic field representing a two-electrode capacitance sensor in a circular pipe. The simulation investigates in particular the sensitivity of the sensor ori...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
11 Citations
4,266 Views
22 Pages

24 September 2019

To dynamically monitor the horizontal well, we studied the oil–water two-phase water holdup detection method based on transmission lines, and designed a micro-sensor and a sensor-array water holdup detection tool. We modeled the relationship of...

(This article belongs to the Section Intelligent Sensors)
  • Article
  • Open Access
18 Citations
4,421 Views
29 Pages

A Novel Multi-Sensor Fusion Algorithm Based on Uncertainty Analysis

  • Haobai Xue,
  • Maomao Zhang,
  • Peining Yu,
  • Haifeng Zhang,
  • Guozhu Wu,
  • Yi Li and
  • Xiangyuan Zheng

12 April 2021

During the research and development of multiphase flowmeters, errors are often used to evaluate the advantages and disadvantages of different devices and algorithms, whilst an in-depth uncertainty analysis is seldom carried out. However, limited info...

(This article belongs to the Special Issue Machine Learning for Sensing and Healthcare 2020–2021)
  • Article
  • Open Access
3 Citations
3,606 Views
19 Pages

Comparative Analysis of Riser Base and Flowline Gas Injection on Vertical Gas-Liquid Two-Phase Flow

  • Salem K. Brini Ahmed,
  • Aliyu M. Aliyu,
  • Yahaya D. Baba,
  • Mukhtar Abdulkadir,
  • Rahil Omar Abdulhadi,
  • Liyun Lao and
  • Hoi Yeung

10 October 2022

Gas injection is a frequently used method for artificial lift and flow regime rectification in offshore production and transportation flowlines. The flow behaviour in such flowlines is complex and a better understanding of flow characteristics, such...

(This article belongs to the Section A: Sustainable Energy)
  • Article
  • Open Access
280 Views
19 Pages

Ultrasonic and Resistivity Sensor Fusion for Discriminating Gas Injection Rates

  • Juehui Wang,
  • Xiuquan Li,
  • Gui Tang,
  • Yilin Yao,
  • Qiuyue Wang,
  • Weijie Li and
  • Mingzhang Luo

10 September 2026

Discriminating gas injection rates in drilling fluids is essential for monitoring downhole gas influx. However, each gas bubble traversing the sensing zone causes ultrasonic and resistivity readings to depart from the baselines recorded without gas i...

(This article belongs to the Section Physical Sensors)
  • Proceeding Paper
  • Open Access
9 Citations
3,866 Views
4 Pages

Transparent Glass/SU8-Based Microfluidic Device with on-Channel Electrical Sensors

  • Mohammadmahdi Talebi,
  • Keith Cobry,
  • Ananya Sengupta and
  • Peter Woias

This paper presents a transparent microfluidic chip designed for continuous-flow photochemistry applications with integrated electrical sensing. The transparent chip design allows for microscale photochemistry, and permits direct, real-time visual/el...

(This article belongs to the Proceedings of Proceedings of Eurosensors 2017, Paris, France, 3–6 September 2017)
  • Article
  • Open Access
6 Citations
2,961 Views
14 Pages

Propellant Mass Gauging in a Spherical Tank under Micro-Gravity Conditions Using Capacitance Plate Arrays and Machine Learning

  • Shah M. Chowdhury,
  • Matthew A. Charleston,
  • Qussai M. Marashdeh and
  • Fernando L. Teixeira

17 October 2023

Propellant mass gauging under micro-gravity conditions is a challenging task due to the unpredictable position and shape of the fuel body inside the tank. Micro-gravity conditions are common for orbiting satellites and rockets that operate on limited...

(This article belongs to the Special Issue Sensors and Signal Analysis for Dynamic Measurement in Industrial Process)
  • Article
  • Open Access
1 Citations
1,444 Views
23 Pages

Application of Resistance Ring Array Sensors for Oil–Water Two-Phase Flow Water Holdup Imaging in Horizontal Wells

  • Ao Li,
  • Haimin Guo,
  • Wenfeng Peng,
  • Liangliang Yu,
  • Haoxun Liang,
  • Yongtuo Sun,
  • Dudu Wang,
  • Yuqing Guo and
  • Mingyu Ouyang

6 December 2024

Unconventional oil and gas reservoirs are frequently developed using inclined and horizontal wells, leading to intricate multiphase flow patterns due to spatial asymmetry surrounding the wellbore and gravitational differentiation effects. Through the...

  • Article
  • Open Access
21 Citations
4,052 Views
17 Pages

5 March 2020

The electromagnetic flowmeter is usually used for single-phase fluid parameter measurement. When the measured fluid is gas-liquid two-phase flow, the geometry of the sensor measurement space will change with the movement of the gas, which will cause...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
15 Citations
3,045 Views
19 Pages

15 September 2020

Flow measurement in gas-liquid two-phase flow is always a challenging work, because of the non-uniform phase distribution, severe slippage effect between phases, and different flow structures. Furthermore, the variation of salinity changes the water...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
28 Citations
5,240 Views
17 Pages

6 November 2018

The paper presents experimental and numerical investigations performed on a single stage, single-suction, horizontal-orientated centrifugal pump in air–water two-phase non-condensable flow conditions. Experimental measurements are performed in a cent...

(This article belongs to the Special Issue Fluid Flow and Heat Transfer)
  • Article
  • Open Access
1 Citations
1,630 Views
13 Pages

Measurement Method of Physical Parameters of Two-Phase Flow Based on Dual-Frequency Demodulation

  • Chunhui Song,
  • Chengzhi Yao,
  • Qinghong Liu,
  • Wenyu Sun and
  • Hui Zhang

23 November 2023

Oil-water two-phase flow commonly occurs in the process of crude oil electric dehydration. Here, through dynamic changes in the water content and conductivity of oil-water two-phase flow in the process of electric dehydration, the influence of water...

(This article belongs to the Section Electronic Sensors)
  • Article
  • Open Access
10 Citations
3,020 Views
14 Pages

27 February 2024

Particle concentration is an important parameter for describing the state of gas–solid two-phase flow. This study compares the performance of three methods, namely, Back-Propagation Neural Networks (BPNNs), Recurrent Neural Networks (RNNs), and...

(This article belongs to the Special Issue Numerical Modeling and Experimental Studies of Two-Phase Flows)

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