Conductance Sensor-Based Flowrate Estimation of Horizontal Gas-Water Slug Flow From Interfacial Wave Statistics

被引:10
|
作者
Chen, Wei [1 ,2 ]
Li, Jinku [1 ]
Li, Yi [2 ]
Zhang, Maomao [2 ]
Peng, Lihui [1 ]
机构
[1] Tsinghua Univ, Dept Automat, Beijing 100084, Peoples R China
[2] Tsinghua Univ, Tsinghua Shenzhen Int Grad Sch, Shenzhen 518055, Peoples R China
关键词
Liquids; Probes; Velocity measurement; Conductivity; Calibration; Voltage measurement; Thickness measurement; Conductance probe; flowrate measurement; gas-water two-phase flow; interfacial wave;
D O I
10.1109/JSEN.2021.3051329
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
As more and more oil fields enter the high water-cut stage, it is of great significance to develop low-cost multiphase flow meters (MPFMs) for high water-cut flows. Based on characteristic parameters of the interfacial wave, this article presents a cost-effective method for flowrate measurement of gas-water slug flow in the horizontal pipeline, which has a great potential to be developed as a key technique for gas-oil-water flow with high water cut. A series of experiments have been carried out on our laboratory flow loop in which the pipeline inner diameter is 50 mm. The superficial velocities of gas and water range from 0.97 to 5.73 m/s and 0.36 to 0.95 m/s respectively. The conductance sensors are used to extract the characteristic parameters of the interfacial wave including the average liquid film thickness and the wave velocity. The system of equations describing the relationships between the flowrates of different phases and the two characteristic parameters is established. By solving the system of equations, the flowrates of gas and water can be estimated. The experimental results show that the proposed method can give predictions for gas flowrate and water flowrate with the mean absolute percentage error (MAPE) in 2.95% and 8.95% respectively, which is promising for developing a cost-effective MPFM for high water-cut flows.
引用
收藏
页码:9288 / 9299
页数:12
相关论文
共 23 条
  • [1] Flowrate Estimation of Horizontal Gas-Water Slug Flow Based on Venturi Tube and Conductance Sensor
    Chen, Wei
    Li, Jinku
    Li, Yi
    Zhang, Maomao
    Peng, Lihui
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 70 (70)
  • [2] Conductance Sensor With Self-Calibration and Venturi Tube Based Flowrate Measurement for Gas-Water Slug Flow
    Chen, Wei
    Li, Jinku
    Li, Yi
    Zhang, Maomao
    Peng, Lihui
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
  • [3] Structure Detection of Horizontal Gas-Liquid Slug Flow Using Ultrasonic Transducer and Conductance Sensor
    Zhai, Lusheng
    Xia, Haiyan
    Xie, Hailin
    Yang, Jie
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 70
  • [4] A Flowrate Estimation Method for Gas-Water Two-Phase Flow Based on Multimodal Sensors and Hybrid LSTM-CNN Model
    Jiang, Yuxiao
    Liu, Yinyan
    Mao, Baijin
    Lu, Xing
    Li, Yi
    Peng, Lihui
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 73 : 1 - 1
  • [5] Measurement of Water Velocity in Gas-Water Two-Phase Flow with the Combination of Electromagnetic Flowmeter and Conductance Sensor
    Yang, Qiu-Yi
    Jin, Ning-De
    Zhai, Lu-Sheng
    Ren, Ying-Yu
    Yu, Chuang
    Wei, Ji-Dong
    SENSORS, 2020, 20 (11)
  • [6] Transition from slug flow to roll wave flow in oil-gas-water three-phase horizontal pipe
    Luo, Xiaoming
    He, Limin
    Lü, Yuling
    Huagong Xuebao/CIESC Journal, 2010, 61 (03): : 629 - 634
  • [7] Flow Regimes Identification of Gas-Water Two-Phase Flow Using Conductance and Continuous Wave Ultrasonic Doppler Sensors
    Zhang, Shuo
    Shi, Xuewei
    Tan, Chao
    Dong, Feng
    2021 IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE (I2MTC 2021), 2021,
  • [8] Measurement of interphase forces based on dual-modality ERT/DP sensor in horizontal two-phase flow gas-water
    Fang, Lide
    Wang, Peipei
    Zeng, Qiaoqiao
    Li, Mingming
    Li, Xiaoting
    Wang, Mi
    Faraj, Yousef
    Wang, Qiang
    MEASUREMENT, 2019, 136 : 703 - 717
  • [9] Flowrate measurement of vertical oil-gas-water slug flow based on basic temperature and differential pressure signals
    Guo, Wei
    He, Xiufen
    Kong, Fulin
    Liu, Chuanping
    Tong, Lige
    Lin, Hai
    Wang, Li
    MEASUREMENT, 2023, 210
  • [10] A PXI based Operating-Strategy-Configurable ERT for Gas-Water Horizontal Flow Regime Identification
    Cao Yang
    Dong Feng
    Tan Chao
    7TH INTERNATIONAL SYMPOSIUM ON MEASUREMENT TECHNIQUES FOR MULTIPHASE FLOWS, 2012, 1428