Void fraction measurement of slug flow using electromagnetic wave phase sensor based on optimized hybrid dielectric constant

IF 2.3 3区 工程技术 Q2 ENGINEERING, MECHANICAL
Ning Zhao , Xiangyi Chen , Tianzhuang Ma , Fan Wang , Yajing Song , Yujiao Liang
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Abstract

The void fraction is one of the basic parameters to study the gas-liquid two-phase flow, which has great significance to the transportation of oil pipelines and the design of nuclear reactor cooling towers. However, due to the complex and variable nature of gas-liquid two-phase flow, accurately measurement of the void fraction has remained a challenging task in both scientific research and industrial applications. According to the principle of electromagnetic wave propagation, a coaxial line phase sensor was designed, a hybrid dielectric constant model based on the homogeneous flow was established and a void fraction based on hybrid dielectric constant model was proposed. The experiments were carried out on the high-precision gas-liquid two-phase flow simulation experimental setup at Hebei University, China (70 data points), and the void fraction model was inspected and verified. Five typical hybrid dielectric constant correlations were compared. Introducing the frequency weight, optimizing the hybrid dielectric constant model based on the Series – Parallel correlation, a new void fraction prediction correlation of slug flow was proposed and evaluated. The results indicated that the mean absolute percentage error (MAPE) of the new void fraction correlation is 1.02 % and the all of the relative errors are within ±5 % error band.

Abstract Image

利用基于优化混合介电常数的电磁波相位传感器测量蛞蝓流的空隙率
空隙率是研究气液两相流的基本参数之一,对石油管道运输和核反应堆冷却塔设计具有重要意义。然而,由于气液两相流的复杂性和多变性,准确测量空隙率一直是科学研究和工业应用中的一项艰巨任务。根据电磁波传播原理,设计了同轴线相位传感器,建立了基于均相流的混合介电常数模型,并提出了基于混合介电常数模型的空隙率测量方法。在河北大学的高精度气液两相流模拟实验装置上进行了实验(70 个数据点),检验并验证了空隙率模型。比较了五种典型的混合介电常数相关性。引入频率权重,在串并联相关的基础上优化混合介电常数模型,提出并评估了一种新的弹流空隙率预测相关方法。结果表明,新的空隙率相关性的平均绝对百分比误差(MAPE)为 1.02%,所有相对误差均在±5%误差范围内。
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来源期刊
Flow Measurement and Instrumentation
Flow Measurement and Instrumentation 工程技术-工程:机械
CiteScore
4.30
自引率
13.60%
发文量
123
审稿时长
6 months
期刊介绍: Flow Measurement and Instrumentation is dedicated to disseminating the latest research results on all aspects of flow measurement, in both closed conduits and open channels. The design of flow measurement systems involves a wide variety of multidisciplinary activities including modelling the flow sensor, the fluid flow and the sensor/fluid interactions through the use of computation techniques; the development of advanced transducer systems and their associated signal processing and the laboratory and field assessment of the overall system under ideal and disturbed conditions. FMI is the essential forum for critical information exchange, and contributions are particularly encouraged in the following areas of interest: Modelling: the application of mathematical and computational modelling to the interaction of fluid dynamics with flowmeters, including flowmeter behaviour, improved flowmeter design and installation problems. Application of CAD/CAE techniques to flowmeter modelling are eligible. Design and development: the detailed design of the flowmeter head and/or signal processing aspects of novel flowmeters. Emphasis is given to papers identifying new sensor configurations, multisensor flow measurement systems, non-intrusive flow metering techniques and the application of microelectronic techniques in smart or intelligent systems. Calibration techniques: including descriptions of new or existing calibration facilities and techniques, calibration data from different flowmeter types, and calibration intercomparison data from different laboratories. Installation effect data: dealing with the effects of non-ideal flow conditions on flowmeters. Papers combining a theoretical understanding of flowmeter behaviour with experimental work are particularly welcome.
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