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A Novel Method for Determining the Void Fraction in Gas-Liquid Multi-Phase Systems Using a Dynamic Conductivity Probe
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作者 Xiaochu Luo Xiaobing Qi +3 位作者 Zhao Luo Zhonghao Li Ruiquan Liao Xingkai Zhang 《Fluid Dynamics & Materials Processing》 EI 2024年第6期1233-1249,共17页
Conventional conductivity methods for measuring the void fraction in gas-liquid multiphase systems are typically affected by accuracy problems due to the presence of fluid flow and salinity.This study presents a novel... Conventional conductivity methods for measuring the void fraction in gas-liquid multiphase systems are typically affected by accuracy problems due to the presence of fluid flow and salinity.This study presents a novel approach for determining the void fraction based on a reciprocating dynamic conductivity probe used to measure the liquid film thickness under forced annular-flow conditions.The measurement system comprises a cyclone,a conductivity probe,a probe reciprocating device,and a data acquisition and processing system.This method ensures that the flow pattern is adjusted to a forced annular flow,thereby minimizing the influence of complex and variable gas-liquid flow patterns on the measurement results;Moreover,it determines the liquid film thickness solely according to circuit connectivity rather than specific conductivity values,thereby mitigating the impact of salinity.The reliability of the measurement system is demonstrated through laboratory experiments.The experimental results indicate that,in a range of gas phase superficial velocities 5–20 m/s and liquid phase superficial velocities 0.079–0.48 m/s,the maximum measurement deviation for the void fraction is 4.23%. 展开更多
关键词 Forced annular flow dynamic conductivity probe void fraction gas-liquid flow liquid film thickness
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A Model on the Void Fraction in Liquid Slugs for Vertical Slug Flow
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作者 夏国栋 张少华 +2 位作者 魏宸官 周芳德 胡明胜 《Journal of Beijing Institute of Technology》 EI CAS 1999年第1期43-48,共6页
Aim To develop a hydrodynamic model on the void fraction in liquid slugs for gas liquid slug flow in vertical tubes. Methods Developing the model by considering the gas exchange between the Taylor bubble and the fo... Aim To develop a hydrodynamic model on the void fraction in liquid slugs for gas liquid slug flow in vertical tubes. Methods Developing the model by considering the gas exchange between the Taylor bubble and the following liquid slug. Results Some experimental data are obtained to check the model. In comparison with previous published results, the predictions from this model are better and in good agreement with the experimental data. The error is within ±20%. Conclusion The proposed model can correctly predict the void fraction in liquid slugs for gas liquid two phase slug flow in vertical tubes. 展开更多
关键词 gas liquid two phase flow liquid slug void fraction
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Void Fraction Distributions in Cold-gassed and Hot-sparged Three Phase Stirred Tanks with Multi-impeller 被引量:7
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作者 陈雷 包雨云 高正明 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2009年第6期887-895,共9页
Vertical distributions of void fraction in gas-liquid and gas-liquid-solid stirred tanks have been measured in a fully baffled dished base vessel of 0.48 m diameter, using a conductivity probe. The impeller configurat... Vertical distributions of void fraction in gas-liquid and gas-liquid-solid stirred tanks have been measured in a fully baffled dished base vessel of 0.48 m diameter, using a conductivity probe. The impeller configuration (a hollow half elliptical blade dispersing turbine below two up-pumping wide blade hydrofoils, identified as HEDT+2WHu) recommended in previous work has been used in this work. The operating temperatures were 24℃ and 81℃, identified as cold and hot respectively. The effects of superficial gas velocity, agitator speed and the corresponding power input on the local void fraction in two-phase systems are .investigated and discussed. Results show thatth-e increasing of agitator speed or gas flow rate leads to an increase in local-void fraction at the majority of measurement points in both cold and hot systems. However, the unifo,rmity of gas dispersion does not always in crease as the raising of agitator speed and power input. In either cold or hot sparged conditions, the two- and three-phase systems.have similar vertical profiles for void fraction, with maxima in similar locations; however, the void fractions are significantly lower in hot sparging than with cold. In cold operation the presence of particles leads to a lower void fraction at most points, although the local void fractions increase a little with the addition of solid particles at high temperature, in good agreement with the global gas holdup results, and the possible reasons are discussed in this paper. This work can give a better understanding of the differences between cold-gassed and hot-sparged three phase'stirred tanks. 展开更多
关键词 void fraction conductivity probe hot sparged reactor dispersed gas distribution multi-impeller
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Void Fraction Measurement in Oil-Gas Transportation Pipeline Using an Improved Electrical Capacitance Tomography System 被引量:5
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作者 牛刚 贾志海 王经 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2004年第4期476-481,共6页
To measure the void fraction online in oil-gas pipeline, an improved electrical capacitance tomography (ECT) system has been designed. The capacitance sensor with new structure has twelve internal electrodes and overc... To measure the void fraction online in oil-gas pipeline, an improved electrical capacitance tomography (ECT) system has been designed. The capacitance sensor with new structure has twelve internal electrodes and overcomes the influence of the pipe wall. The data collection system is improved by using high performance IC (integrated circuit). Static tests of bubble flow, stratified flow and annular flow regime are carried out. Measurements are taken on bubble flow, stratified flow and slug flow. Results show that the new ECT system performs well on void fraction measurement of bubble flow and stratified flow, but the error of measurement for slug flow is more than 10%. 展开更多
关键词 electrical capacitance tomography void fraction MEASUREMENT oil-gas transportation
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Investigation of oil-air two-phase mass flow rate measurement using Venturi and void fraction sensor 被引量:6
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作者 张宏建 岳伟挺 黄志尧 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2005年第6期601-606,共6页
Oil-air two-phase flow measurement was investigated with a Venturi and void fraction meters in this work. This paper proposes a new flow rate measurement correlation in which the effect of the velocity ratio between g... Oil-air two-phase flow measurement was investigated with a Venturi and void fraction meters in this work. This paper proposes a new flow rate measurement correlation in which the effect of the velocity ratio between gas and liquid was considered. With the pressure drop across the Venturi and the void fraction that was measured by electrical capacitance tomography apparatus, both mixture flow rate and oil flow rate could be obtained by the correlation. Experiments included bubble-, slug-, wave and annular flow with the void fraction ranging from 15% to 83%, the oil flow rate ranging from 0.97 kg/s to 1.78 kg/s, the gas flow rate ranging up to 0.018 kg/s and quality ranging nearly up to 2.0%. The root-mean-square errors of mixture mass flow rate and that of oil mass flow rate were less than 5%. Furthermore, coefficients of the correlation were modified based on flow regimes, with the results showing reduced root-mean-square errors. 展开更多
关键词 Oil-air two-phase flow rate VENTURI void fraction Flow regime Electrical capacitance tomography
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An Investigation on the Void Fraction for upward Gas-Liquid Slug Flow in Vertical Pipe 被引量:5
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作者 夏国栋 周芳德 胡明胜 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2001年第4期436-440,共5页
In order to investigate the influence of the entrance effect on the spatial distribution of phases, the experiments on gas-liquid two-phase slug flow in a vertical pipe of 0.03m ID were carried out by using optical pr... In order to investigate the influence of the entrance effect on the spatial distribution of phases, the experiments on gas-liquid two-phase slug flow in a vertical pipe of 0.03m ID were carried out by using optical probes and an EKTAPRO 1000 high speed motion analyzer. It demonstrates that the radial profile of slug flow void fraction is parabolic. Influenced by the falling liquid film, the radial profile curve of liquid slug void fraction in the wake region is also parabolic. Since fully turbulent velocity distribution is built up in the developed region,the void fraction profile in this region is the saddle type. At given superficial liquid velocity, the liquid slug void fraction increases with gas velocity. The radial profiles of liquid slug void fraction at different axial locations are all saddle curves, but void fraction is obviously high around the centerline in the entrance region. The nearer the measuring station is from the entrance, the farther the peak location is away from the wall. 展开更多
关键词 gas-liquid slug flow void fraction vertical pipe
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Gamma-ray attenuation technique for measuring void fraction in horizontal gas-liquid two-phase flow 被引量:6
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作者 LI Zhibiao WU Yingxiang LI Donghui 《Nuclear Science and Techniques》 SCIE CAS CSCD 2007年第2期73-76,共4页
The measurement of void fraction is of importance to the oil industry and chemical industry. In this article, the principle and mathematical method of determining the void fraction of horizontal gas-liquid flow by usi... The measurement of void fraction is of importance to the oil industry and chemical industry. In this article, the principle and mathematical method of determining the void fraction of horizontal gas-liquid flow by using a sin- gle-energy γ-ray system is described. The γ-ray source is the radioactive isotope of 241Am with γ-ray energy of 59.5 keV. The time-averaged value of the void fraction in a 50.0-mm i.d. transparent horizontal pipeline is measured under various combinations of the liquid flow and gas flow. It is found that increasing the gas flow rate at a fixed liquid flow rate would increase the void fraction. Test data are compared with the predictions of the correlations and a good agreement is found. The result shows that the designed γ-ray system can be used for measuring the void fraction in a horizontal gas-liquid two-phase flow with high accuracy. 展开更多
关键词 水平气液二相流 空隙组分 测量 γ射线衰减技术
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Void fraction measurement and calculation model of vertical upward co-current air-water slug flow 被引量:1
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作者 Teng Wang Miao Gui +2 位作者 Jinle Zhao Qincheng Bi Tao Zhang 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2022年第11期178-198,共21页
The focus of this paper is on the measurement and calculation model of void fraction for the vertical upward co-current air-water slug flow in a circular tube of 15 mm inner diameter. High-speed photography and optica... The focus of this paper is on the measurement and calculation model of void fraction for the vertical upward co-current air-water slug flow in a circular tube of 15 mm inner diameter. High-speed photography and optical probes were utilized, with water superficial velocity ranging from 0.089 to 0.65 m·s^(-1)and gas superficial velocity ranging from 0.049 to 0.65 m·s^(-1). A new void fraction model based on the local parameters was proposed, disposing the slug flow as a combination of Taylor bubbles and liquid slugs. In the Taylor bubble region, correction factors of liquid film thickness Cδand nose shape CZ*were proposed to calculate aTB. In the liquid slug region, the radial void fraction distribution profiles were obtained to calculate aLS, by employing the image processing technique based on supervised machine learning. Results showed that the void fraction proportion in Taylor bubbles occupied crucial contribution to the overall void fraction. Multiple types of void fraction predictive correlations were assessed using the present data. The performance of the Schmidt model was optimal, while some models for slug flow performed not outstanding. Additionally, a predictive correlation was correlated between the central local void fraction and the cross-sectional averaged void fraction, as a straightforward form of the void fraction calculation model. The predictive correlation showed a good agreement with the present experimental data, as well as the data of Olerni et al., indicating that the new model was effective and applicable under the slug flow conditions. 展开更多
关键词 Slug flow Gas-liquid flow void fraction MEASUREMENT Optical probe Model
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Distribution of void fraction for gas-liquid slug flow in aninclined pipe 被引量:2
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作者 XIA Guo-Dong1, ZHOU Fang-De2, HU Ming-Sheng2 (1 College of Environmental and Energy Engineering, Beijing Polytechnic University, Beijing 100022 2 State Key Laboratory of Multiphase Flow in Power Engineering, Xi’an Jiaotong University, xi’an 710049) 《Nuclear Science and Techniques》 SCIE CAS CSCD 2001年第2期143-148,共6页
In order to investigate the effect of inclination angle on the spatial distribution of phases, experiments on gas-liquid two-phase slug flow in an inclined pipe were carried out by using the optical probe and an EKTAP... In order to investigate the effect of inclination angle on the spatial distribution of phases, experiments on gas-liquid two-phase slug flow in an inclined pipe were carried out by using the optical probe and an EKTAPRO 1000 high speed motion analyzer. It has been demonstrated that the inclination angle and the mixture velocity are important parameters to influence the distribution of void fraction for upward slug flow in the inclined pipe. At high mixture velocity, the gas phase profile is axial symmetry in the cross-section of the pipe. This is similar to that for vertical slug flow. In contrast, most of the gas phase is located near the upper pipe wall at low mixture velocity. By measuring the axial variation of void fraction along the liquid slug, it can be concluded that there is a high void fraction wake region with length of 3~4D in the front of liquid slug. In the fully developed zone of liquid slug, the peak value of the void fraction is near the upper wall. 展开更多
关键词 气-液二相流 斜管 相分布
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An Experimental Study on the Void Fraction for Gas-Liquid Two-Phase Flows in a Horizontal Pipe 被引量:1
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作者 Li Lei Jun An +4 位作者 Fushun Liang Cheng Cheng Naixiang Zhou Yanhong Ning Jingzhi Zhang 《Fluid Dynamics & Materials Processing》 EI 2021年第6期1037-1048,共12页
The flow patterns and the void fraction related to a gas-liquid two-phase flow in a small channel are experimentally studied.The test channel is a transparent quartz glass circular channel with an inner diameter of 6.... The flow patterns and the void fraction related to a gas-liquid two-phase flow in a small channel are experimentally studied.The test channel is a transparent quartz glass circular channel with an inner diameter of 6.68 mm.The working fluids are air and water and their superficial velocities range from 0.014 to 8.127 m/s and from 0.0238 to 0.556 m/s,respectively.The void fraction is determined using the flow pattern images captured by a high-speed camera,while quick closing valves are used for verification.Four flow patterns are analyzed in experiments:slug flow,bubbly flow,annular flow and stratified flow.For intermittent flows(bubbly flow and slug flow),the cross-sectional void fraction is in a borderline condition while its probability distribution function(PDF)image displays a bimodal structure.For continuous flows(annular flow and stratified flow)the cross-sectional void fraction behaves as a fluctuating continuous curve while the(PDF)image displays a single peak structure.The volumetric void fraction data are also compared with available predictive formulas,and the results show that the agreement is very good.An effort is also provided to improve the so-called Gregory and Scott model using the available data. 展开更多
关键词 Gas-liquid two-phase flow small channel flow regime map probability distribution function void fraction
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Influences of physical properties of two-phase mixture on void fraction in an annular vessel
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作者 LIXiao-Ming BIQin-Cheng +2 位作者 FENGQuan-Ke CHENTing-Kuan DUShe-Jiao 《Nuclear Science and Techniques》 SCIE CAS CSCD 2004年第4期243-247,共5页
To keep the void fraction of two-phase hydrogen in the moderator cell of the cold neutron source (CNS)of China Advanced Research Reactor (CARR) to a specified range, an annular vessel with the same size as the actual ... To keep the void fraction of two-phase hydrogen in the moderator cell of the cold neutron source (CNS)of China Advanced Research Reactor (CARR) to a specified range, an annular vessel with the same size as the actual moderator cell was used as test section. Deionized water and alcohol, sucrose, and sodium chloride solutions with different concentrations were used as working fluid to find out influences of physical properties, such as density, viscosity and surface tension, of the two-phase mixture on void fraction. The tests proved that the ratio of surface tension to density of liquid phase has great influence on void fraction: the larger the ratio, the smaller the void fraction.Since the ratio of surface tension to density of Freon 113 is lower than that of liquid hydrogen, Freon 113 can be used as a working fluid to study the void fraction in the two-phase hydrogen thermosiphon loop in the CNS of CARR and the results will be conservative. 展开更多
关键词 双相流 表面张力 密度 中子源 环形导管
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A MINI-CAPACITANCE PROBE FOR MEASURING THE LOCAL VOID FRACTION IN GAS-SOLID FLUIDIZED BEDS
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作者 归柯庭 韩吉田 施明恒 《Journal of Southeast University(English Edition)》 EI CAS 1995年第2期15-21,共7页
A new mini-capacitance probe for measuring the local void frac-tion in gas-solid fluidized beds is developed in this paper. The measurementprincipleis analyzed. The structure of the probe , the spatial resolving power... A new mini-capacitance probe for measuring the local void frac-tion in gas-solid fluidized beds is developed in this paper. The measurementprincipleis analyzed. The structure of the probe , the spatial resolving powerand the influences of various paramete 展开更多
关键词 fluidized BEDS CAPACITANCE PROBE void fraction
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Experimental Acoustic Determination of the Void Fraction in Two-Phase Flow in Horizontal Pipelines
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作者 Fernando Augusto de Noronha Castro Pinto Thiago de Campos Negrelly Alexandre Silva de Lima 《Journal of Mechanics Engineering and Automation》 2014年第8期625-631,共7页
In multi-phase flows, the phases can flow and arranged in different spatial configurations in the pipe, which called flow patterns. This type of flow is found in the oil, chemical and nuclear industries. For example, ... In multi-phase flows, the phases can flow and arranged in different spatial configurations in the pipe, which called flow patterns. This type of flow is found in the oil, chemical and nuclear industries. For example, in the production and transport of oil and gas, the identification of the flow patterns are essential for answering those questions which are related to the economic return of the field, such as, measuring the volumetric flow, determining the pressure drop along the flow lines, production management and supervision. In offshore production, these factors are very important. This paper presents a new method for measuring the void fraction in horizontal pipelines, taking the air as gas in water-air two-phase flow. Through acoustic analysis of the frequency response of the pipe, the method gets the parameters to changes in runoff regime, in an experimental arrangement constructed on a small scale. The main advantages are the non-intrusive characteristic and easy to implement. The paper is composed of a qualitative experimental evaluation and transducers (microphone) which are used to analyze variations in the response accompanying variations in void and flow pattern changes. Changes are imposed and controlled by a two-phase flow experimental simulation rig, including a measurement cell constituted of an external casing that can isolate the measurement from the environmental background noise fitted with acoustic pressure transducers radially arranged, and the impact of a monitored excitation mechanism. The signals which captured by the microphones are processed and analyzed by checking their frequency contents changes according to the amount of air in the mixture. 展开更多
关键词 Experimental method two-phase flow determination of void fraction horizontal pipelines.
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A unified fractional flow framework for predicting the liquid holdup in two-phase pipe flows
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作者 Fuqiao Bai Yingda Lu Mukul M.Sharma 《Petroleum Science》 SCIE EI CAS CSCD 2024年第4期2614-2624,共11页
Two-phase pipe flow occurs frequently in oil&gas industry,nuclear power plants,and CCUS.Reliable calculations of gas void fraction(or liquid holdup)play a central role in two-phase pipe flow models.In this paper w... Two-phase pipe flow occurs frequently in oil&gas industry,nuclear power plants,and CCUS.Reliable calculations of gas void fraction(or liquid holdup)play a central role in two-phase pipe flow models.In this paper we apply the fractional flow theory to multiphase flow in pipes and present a unified modeling framework for predicting the fluid phase volume fractions over a broad range of pipe flow conditions.Compared to existing methods and correlations,this new framework provides a simple,approximate,and efficient way to estimate the phase volume fraction in two-phase pipe flow without invoking flow patterns.Notably,existing correlations for estimating phase volume fraction can be transformed and expressed under this modeling framework.Different fractional flow models are applicable to different flow conditions,and they demonstrate good agreement against experimental data within 5%errors when compared with an experimental database comprising of 2754 data groups from 14literature sources,covering various pipe geometries,flow patterns,fluid properties and flow inclinations.The gas void fraction predicted by the framework developed in this work can be used as inputs to reliably model the hydraulic and thermal behaviors of two-phase pipe flows. 展开更多
关键词 Pipe fractional flow Liquid holdup Multiphase pipe flow Gas void fraction
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螺旋十字棒束通道内异形阻抗空泡仪测量空泡份额的可行性研究
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作者 刘浩 马在勇 +5 位作者 连强 刘纲阳 谭煦滨 张卢腾 周文雄 潘良明 《核动力工程》 北大核心 2025年第4期85-93,共9页
阻抗空泡仪是测量两相流中截面平均空泡份额的重要手段。然而,由于螺旋十字棒束通道属于高度异化的通道类型,导致阻抗空泡仪电场分布不均匀,从而对空泡份额的测量造成一定困扰。本文基于模拟和实验验证了螺旋十字棒束通道内异形阻抗空... 阻抗空泡仪是测量两相流中截面平均空泡份额的重要手段。然而,由于螺旋十字棒束通道属于高度异化的通道类型,导致阻抗空泡仪电场分布不均匀,从而对空泡份额的测量造成一定困扰。本文基于模拟和实验验证了螺旋十字棒束通道内异形阻抗空泡仪测量空泡份额的可行性。结果表明,在低空泡份额下,接收极无量纲电压随着空泡份额的增加单调增加,这说明异形阻抗空泡仪受螺旋十字结构的影响较小且能够在低空泡份额下被标定;通过理论模型的计算,异形阻抗空泡仪整体上平均绝对百分比误差不超过24%;螺旋节距的变化对空泡份额测量的影响较小,且在不同扭转角截面上,空泡仪电极形状并不影响无量纲电压和空泡份额之间的单调关系,说明了异形阻抗空泡仪测量空泡份额具有可行性。 展开更多
关键词 阻抗空泡仪 异形 螺旋十字燃料 两相流 空泡份额
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R32制冷系统小管径替代技术对充注量减少的计算分析
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作者 刘业凤 丁民淅 +4 位作者 罗志鹏 钟海辉 李洁 张华 张天娇 《化学工程》 北大核心 2025年第7期43-47,共5页
R32作为一种环境友好型制冷剂,在家用空调、工商用制冷空调领域的应用越来越广泛,但R32的安全等级为A2L,具有弱可燃性,需要提高系统性能的同时,要减少R32充注量以提高制冷系统的安全性,其中小管径替代技术是减少其充注量的有效方法。为... R32作为一种环境友好型制冷剂,在家用空调、工商用制冷空调领域的应用越来越广泛,但R32的安全等级为A2L,具有弱可燃性,需要提高系统性能的同时,要减少R32充注量以提高制冷系统的安全性,其中小管径替代技术是减少其充注量的有效方法。为了预测R32制冷系统采用小管径对制冷剂充注量的影响,比较7种空泡系数模型对2个系统的制冷剂充注量,并基于准确度最高的模型联合其他关联式建立新模型,计算出管径减小后不同制冷量下对R32充注量的影响。结果表明:Hughmark模型的计算结果与最佳充注量最为接近,与2个系统的相对误差分别是27.2%和18.0%;通过新模型计算得出在制冷量为5、7.5、12.5 kW时,制冷系统管径由7 mm变成5 mm后,R32充注量分别减少33.2%、32.0%和30.9%,为后续相关研究提供参考。 展开更多
关键词 R32 小管径 充注量 空泡系数模型 数值模拟
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基于多场信息融合的采动覆岩宏-细观损伤演化及“两带”发育位置判识 被引量:2
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作者 魏江波 王双明 +6 位作者 刘浪 蔚保宁 种德雨 刘智振 李东奎 庄登登 周静 《煤田地质与勘探》 北大核心 2025年第4期128-140,共13页
【目的】黄河中游煤炭开采区采动覆岩破坏特征与“两带”空间结构演化是采空区注浆充填开采领域亟需破解的关键难题。【方法】为准确判识采动覆岩“两带”发育位置,以陕北凉水井煤矿42205工作面为地质原型,根据现场钻孔资料,采用颗粒流... 【目的】黄河中游煤炭开采区采动覆岩破坏特征与“两带”空间结构演化是采空区注浆充填开采领域亟需破解的关键难题。【方法】为准确判识采动覆岩“两带”发育位置,以陕北凉水井煤矿42205工作面为地质原型,根据现场钻孔资料,采用颗粒流离散元方法构建采煤数值模型,模拟分析采动覆岩微裂隙发育、破断岩块分布、垂向位移变化、力链结构演化和空隙率演化等采动覆岩损伤特征和规律,综合判识采动覆岩“两带”发育位置和形态,结合现场实测对比验证模拟结果的准确性和可靠性,提出基于宏-细观多场信息融合的采动覆岩“两带”发育位置精准判识方法。【结果和结论】结果表明:(1)采动覆岩微裂隙发育数量随着工作面推进呈正相关关系,且表现为先幂指数增长后线形增长的两阶段特征;在基载比接近1.0且采动覆岩“上三带”完整条件下,采动覆岩破断岩块平均长度随岩层高度的增大呈非线性对数增长特征。(2)采动覆岩强力链拱随工作面的不断推进,其高度先增大后趋于稳定,而跨度同步工作面推进速度;受覆岩载荷不断增大,强力链拱的破坏是岩层破断致使导水裂隙带发育高度增大的内在原因;强力链拱内强力链结构自下而上表现出垂向密集分布和近水平稀疏分布的双区段特征。(3)采动覆岩空隙率与岩层高度呈负相关关系,垮落带沿两侧松散区向中部压实区,采动覆岩空隙率平均由30%逐渐非线性减小至10%左右;融合多源信息综合判识采动覆岩导水裂隙带发育高度平均为69.00 m,裂采比平均为19.71,垮落带发育高度平均为19.63 m,垮采比平均5.61;采动覆岩导水裂隙带形态呈“正梯形”特征。该研究结果相较于传统单因素分析方法具有较高的准确性,其在工程应用方面可为黄河中游采空区垮落带矸石浆体高效充填空间精准计算提供科学依据。 展开更多
关键词 采动损伤 多场信息融合 力链 空隙率 “两带”发育位置 数值模拟 黄河中游
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5×5棒束通道定位格架下游流场相分布特性研究
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作者 曹铭泽 闫晓 +3 位作者 张君毅 龚随军 幸奠川 徐建军 《核动力工程》 北大核心 2025年第S1期33-40,共8页
为获取压水堆燃料组件棒束通道内定位格架下游流场相分布特性,设计并制作了适用于5×5棒束通道原型尺寸的新型丝网探测器,使得测点间距达到1.05 mm。开展了带有定位格架的5×5棒束通道内空气-水两相流的空泡份额测量实验,分析... 为获取压水堆燃料组件棒束通道内定位格架下游流场相分布特性,设计并制作了适用于5×5棒束通道原型尺寸的新型丝网探测器,使得测点间距达到1.05 mm。开展了带有定位格架的5×5棒束通道内空气-水两相流的空泡份额测量实验,分析了通道内空泡份额的分布特性,并对定位格架搅混翼所引发气相聚集的相分布特性进行了识别。实验结果表明,由于升力的翻转作用,在低空泡份额环境下气泡聚集在棒近壁区域,而在高空泡份额环境气泡聚集在子通道中心;定位格架搅混翼会导致通道内的气相峰值位置发生一定的迁移,且在棒束通道边壁处也观察到与格架边界搅混翼布置方向相关的气相聚集。所研制的丝网探测器可以用于更多类型的定位格架下游流场空泡份额测量,为定位格架结构优化设计提供参考。 展开更多
关键词 5×5棒束通道 丝网探测器 定位格架 空泡份额
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基于紫外光谱的油气两相流含气率检测研究
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作者 李敏 殷雄 +5 位作者 刘雪婧 马世一 周延 种道彤 熊兵 李锟 《光谱学与光谱分析》 北大核心 2025年第2期522-531,共10页
发动机润滑油系统中油气两相流含气率的检测对工业过程的安全运行有重要意义,准确和快速地测量出含气率对监控发动机的运行状态尤为重要。鉴于传统含气率检测方法的局限性,提出一种紫外光谱结合建模算法预测含气率的方法。首先,在波长为... 发动机润滑油系统中油气两相流含气率的检测对工业过程的安全运行有重要意义,准确和快速地测量出含气率对监控发动机的运行状态尤为重要。鉴于传统含气率检测方法的局限性,提出一种紫外光谱结合建模算法预测含气率的方法。首先,在波长为185~430 nm的光谱范围内,在5个不同两相流温度、3个不同两相流流速下共15个工况下,分别采集31组含气率范围在0.9%~3%的吸收光谱数据,光谱波长变量为1799个。对光谱数据采用光谱-理化值共生距离算法(SPXY)将数据集划分为21组校正集,10组测试集,对不同含气率工况进行偏最小二乘(PLS)建模,得到测试集决定系数(R^(2))范围为0.63~0.91。针对不同工况预测效果差别过大的问题,采用中心化(center)、标准化(autoscaling)、SG卷积平滑、多元散射校正(MSC)、标准正态变量变换(SNV)、去趋势算法(Detrend)、OPLS正交信号校正等数据预处理矫正方法优化模型,得到Detrend-center-PLS模型预测效果最好,其中R^(2)由0.9032提高到0.9557。针对光谱波长变量过多的问题,选取竞争性自适应加权算法(CARS)、蒙特卡洛无信息变量消除算法(MCUVE)和遗传算法(GA)三种方法进行波段降维,对降维后的光谱数据分别进行多元线性回归(MLR)、偏最小二乘和最小二乘支持向量机(LS-SVM)建模,得到预测结果最优为Detrend-center-CARS-PLS模型,与全波段模型比较,R^(2)从0.9557提升到0.9598。由于优化效果并不显著,对三种降维方法取交集,重新进行建模,R^(2)从0.9598提升到0.9671,优化效果有所提升。考虑到温度和流速对预测模型的影响,建立多工况含气率预测模型,采用与单工况相同的建模流程,得到autoscaling为最优预处理方法,且autoscaling-PLS模型的R^(2)为0.9488,波段降维方法将1799波长变量消减到400~500个变量,降维效果明显。针对不同的建模方法,得到autoscaling-MCUVE-LS-SVM模型为多工况最佳预测模型,R^(2)达到0.9926。最后,通过对比单工况预测模型和多工况预测模型,得知多工况预测模型含气率预测效果优于单工况模型,能改善模型预测效果。结果表明,采用光谱分析法结合建模算法预测油气两相流含气率是具备可行性的,为发动机的安全运行提供了有效的监控方法。 展开更多
关键词 紫外光谱 含气率 两相流 发动机
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基于滑速比的空泡份额预测模型综述与评价
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作者 何雯 韩晋玉 +2 位作者 赵陈儒 李彦霖 薄涵亮 《原子能科学技术》 北大核心 2025年第1期92-99,共8页
空泡份额是气液两相流中的一个重要参数,与流场的流型、压降、换热等都有密切联系。空泡份额的预测方法很多,其中基于滑速比的预测方法应用最为广泛。然而,实验上很难准确获得滑速比的变化规律,相关的理论研究也较缺乏,使得预测模型间... 空泡份额是气液两相流中的一个重要参数,与流场的流型、压降、换热等都有密切联系。空泡份额的预测方法很多,其中基于滑速比的预测方法应用最为广泛。然而,实验上很难准确获得滑速比的变化规律,相关的理论研究也较缺乏,使得预测模型间的准确度相差较大。因此,有必要结合多项指标对现有的滑速比模型开展综合评价。基于此,本文整理了8个滑速比模型,收集了380组空气-水的两相流实验数据,采用误差分析法和灰色关联法对这些滑速比模型的整体性能进行综合评价,评价指标包括平均绝对误差、均方根误差、误差频率分布和灰色关联度。结果表明,对于空气-水气液两相流,在空泡份额的全范围(0<α<1)内,Chisholm公式的整体性能最好。受流型的影响,不同空泡份额范围内各公式的性能存在差异,低空泡份额范围(0<α<0.3)内现有公式的准确度均较低,不推荐基于滑速比模型去预测空泡份额,而在中等空泡份额范围(0.3<α<0.7)内Lockhart&Martinelli公式的整体性能更好,高空泡份额范围(0.7<α<1)内Chisholm公式的整体性能更好。 展开更多
关键词 空泡份额 滑速比 灰色关联度 误差分析 流型
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