一种石油生产永置式地面井口持水率动静态测量装置研究

为满足采油地面井口多相流持水率测量的实际要求,本文结合电导动态测量与筒状电容静态测量技术,研制了一种永置式石油生产地面井口多相流持水率动静态测量装置(PDSWHMD＿SM)。具体地,文中采用有限元方法(FEM)构建了电导-电容一体式传感器(CCIS)数值模型,在此基础上对CCIS管道内流体处于流动及静止状态下分相介质的分布特性、CCIS结构参数、CCIS电学分布特性、不同多相流工况下的响应特性等进行了深入研究,最终确定了CCIS最优结构参数：H_e=90 mm、ID=30 mm、Ih_e=3 mm、H_c=375 mm、IR₁=26 mm、T_c=1 mm、H_m=56 mm,证明了其测量误差在5%以内。另外,本文以总流量5～70 m³/d,持水率50%～90%等多相流工况为例进行了实验研究,实验结果表明：研制的装置PDSWHMD＿SM持水率测量误差同样在5%以内。仿真和实验均证明了PDSWHMD＿SM具有良好的持水率测量性能。     

石油生产多组分监测光纤电导一体式传感器研究

为了解决石油生产多组分监测问题,基于光纤技术和电导技术成功研制了一种用于石油生产多组分监测光纤电导一体式传感器。利用ZEMA光线追迹方法和FEM方法建立FOCIS仿真模型。对电导测量模块(CMM)电场分布、CMM响应特性、光纤测量模块(OFMM)返回光照强度分布、OFMM响应特性等进行了仿真分析。不同油气水三相流流型条件下CMM和OFMM测量值与标准含率值呈现出良好的线性关系,测量相含率误差均在5%以内。在内径为32 mm垂直管道内进行了FOCIS现场实验测试,实验结果表明:在气流量5、20、40 m³/d,油水总流量10、30、50、70 m³/d,液相含水率50%、60%、70%、80%、90%等工况下,测量含水率与含气率误差在5%以内。仿真与实验均证明FOCIS油气水多组分监测是可行和有效的。     

油气水三相流产出剖面光纤持气率计响应规律的实验研究

为进一步研究油气水三相流产出剖面测井中光纤持气率计在高含水情况下的响应规律,在大庆油田多相流实验装置上进行了动态实验研究。实验结果表明,当油的流量一定,高含水的情况下,气量在5~10m3/d变化时测量持气率值与实际持气率值之间误差变化较大。气量大于10m3/d时误差变化较小,说明该仪器适合测量气量在10m3/d以上的混合流体。此结果对光纤持气率计的进一步优化设计提供了实验依据。     

一种永置式石油生产地面多井组单井轮巡 三相流监测装置及应用研究

为了解决传统石油开发集中计量方式难以获取单口油井油气水三相流相关参数的难题,采用流体体积和有限元分析等方法在建立该测量装置的数值仿真模型基础上对其结构参数、气液分离效果等进行了深入研究与优化,从而确定了该监测装置的最优结构参数,并研制了可以在现有集中计量环境中长期、稳定与可靠使用的一种永置式石油生产多井组单井轮巡三相流监测装置。另外,还在搭建的永置式石油生产地面多井组单井轮巡三相流多参数监测平台上开展了实验研究,实验结果表明,所研制的装置在气、液相流量5～70 m³/d,液相持水率50%～90%等混合流体下持水率、气量测量误差均小于10%,流量测量误差小于4%。仿真和实验均证明了永置式监测装置具有良好的多分相测量性能。     

自力式油气水三相流气液分离装置的设计与实验

针对油井油气水三相流量测量难、测准更难这一实际问题,对溢气型集流伞的结构作了优化和改进,设计出一种自力式油气水三相流气液分离装置,装置上安装了涡轮流量计和电导持水率计,完成油气水产出剖面测井仪的研制。利用多相流测试系统对产出剖面测井仪进行了流量测量实验,实验结果表明,产出剖面测井仪能有效降低油井气相对油井液相流量和持水率测量的影响,可提高油田测量精度及采收率。     

光纤持气率计在气/水两相流中响应规律的实验研究

为考察现有光纤持气率计对气液两相流的响应特性,采用多相流标定装置对其进行测定,系统研究光纤持气率计在不同气/水配比条件下的响应规律。实验结果表明,光纤持气率探针在静水条件下以及在气/水总量为80m3/d的不同气/水配比情况下,持气率对气含量的响应均基本呈线性变化规律;当气/水总量低于45m3/d时,持气率对含水量响应不呈线性规律。     

光纤持气率测井仪响应规律的实验研究

为考察现有光纤持气率计在油气水三相流中的响应特性,采用多相流标定装置对其进行测定,系统研究光纤持气率计在油量固定不变含水量不同条件下的持气率响应规律。实验结果表明,当油量为5m3/d、气量小于10m3/d时,持气率随含气量的增大而增大,二者线性变化程度较低;而气量在10～35m3/d之间变化时,持气率随含气量的增大而线性增大。     

光纤持气率测井仪响应规律的实验研究

为考察现有光纤持气率计在油气水三相流中的响应特性,采用多相流标定装置对其进行测定,系统研究光纤持气率计在油量固定不变含水量不同条件下的持气率响应规律。实验结果表明,当油量为5m3/d、气量小于10m3/d时,持气率随含气量的增大而增大,二者线性变化程度较低;而气量在10～35m3/d之间变化时,持气率随含气量的增大而线性增大。     

基于V型内锥与电导环的油水两相流参数测量

油水两相流在石油工业过程中十分常见,对其流动过程参数(如流量与含率)的准确测量一直受其流态的复杂性限制而成为科学研究与工业应用中亟待解决的重要课题。差压法是常用的流量测量手段,作为差压式流量计的一种,V型内锥式流量计结合两相流动模型可实现两相流流量的测量。电学法通过测量两相混合物电学性质(如电导率与介电常数)的变化实现分相含率的测量。本文采用等效直径比0.65的V型内锥式流量计结合环形电导式传感器阵列实现50mm内径水平管道中油水两相流总流量、含率与分相流速的测量,针对油水两相流特性修正Chisholm分相流差压测量关系式实现油水两相流质量流量的测量,并利用环形电导式传感器阵列实现含水率与质量含油率的测量。实验结果表明,油水两相流含水率测量的平均相对误差为8.1%,质量含油率的平均相对误差为13.7%,基于修正关系式与含水率、质量含油率测量结果的油水质量流量测量平均相对误差为4.4%,油相与水相表观流速的平均相对误差分别为3.2%与15.7%。本工作为进一步提高油水两相流过程参数的测量精度打下基础。     

基于一体化探针的航空发动机内流 多方向压力测量技术研究

航空发动机内流场多方向压力测量可为航空发动机压缩比计算提供重要的数据支撑。本文针对现有多孔探针结合电类压力测量法存在迟滞且测量精度低的问题;结合多孔探针和光纤传感技术优势,设计了一种适用于航空发动机内流多方向压力测试的一体化探针。分析了一体化探针的多方向压力传导与压力测量原理,采用FLUENT软件对多方向气流传导性能进行分析并优化多孔气流传导结构参数;研制了5孔一体化光纤探针并开展了压力测试实验。结果表明:在0.7～1.6 MPa压力范围内,一体化探针各方向压力传感器的平均灵敏度为-16.267μm/MPa,重复性误差小于2.98%,各传感器压力测量最大误差小于1.72%。     

Support-vector-regression-based prediction of water holdup in horizontal oil-water flow by using a bicircular conductance probe array

This paper presents a water holdup prediction method based on support vector regression (SVR) for horizontal oil-water two-phase flow when using a bicircular conductance probe array that consists of 24 conductance probes. The support vector machine (SVM) was employed to establish a nonlinear SVR model mapping the probe array responses into water holdup directly. Experiments were carried out in the 16 m long and 125 mm inner diameter horizontal pipe of an industrial scale experimental setup. The experimental data obtained under 220 flow conditions were first divided into modeling data set and comparing data set. The modeling data set is used for establishing a nonlinear SVR and a linear least squares regression (LSR) models, while the comparing data set is used for comparing both models with the equi-weight and optimal weight estimate methods. Comparison results obtained by using the comparing data set show that when the binary data of the probes’ responses are used only, the measurement accuracy of the optimal weight estimate method is the best. If the analog data can be obtained, the measurement accuracy of both regression methods are better than those of both weighting estimate methods, especially, the nonlinear SVR method provide the best measurement accuracy.     

Design of a Conductance and Capacitance Combination Sensor for water holdup measurement in oil–water two-phase flow

Oil–water two-phase flow widely exists in the process of petroleum industry. The liquid holdup measurement in horizontal pipeline is very important and difficult. In this work, a Conductance and Capacitance Combination Sensor (CCCS) system with four conductance rings and two concave capacitance plates is designed and validated for its measurement performance of in situ water holdup through dynamic experiments. A set of fast electronic switches controls the conductance rings and the capacitance plates alternatively set up each own sensing field in the same sensing volume. This configuration ensures the water holdup estimation in the range from 0% to 100% regardless of flow direction. A set of quick closing valves was used to acquire the in situ holdup for the on-line calibration of the CCCS system. The theoretical correlations of conductance sensor and capacitance sensor were established to make the real-time measurement convenient. A real-time measurement method by CCCS system is provided based on the fusion of the conductance and the capacitance measurement without flow pattern recognition. This method delivers an average error of 1.06% for the CCCS system measuring the water holdup of oil–water two-phase flow, with a standard deviation of 0.038 and a relative error less than ±5%.     

基于BP神经网络的多相流计量方法的研究

针对原油中油、气、水多相流复杂的流动情况,利用气液分离器、水分分析仪、密度计和孔板流量计组合法的测量系统,提出了一种基于BP神经网络对传统密度法测量原理进行误差修正的多相流计量方法.利用MATLAB7.1对建立的BP神经网络进行训练和仿真,实验结果表明此方法用于多相流相分率和总流速的测量,误差范围均在±5%之内.     

Measurement of gas holdup profiles in a gas liquid cocurrent bubble column using electrical resistance tomography

Radial variation of the gas holdup and mean holdups were investigated in a 0.160 m i.d. bubble column using electrical resistance tomography with two axial locations (Plane 1 and Plane 2). In all the experiments tap water was used the liquid phase and air was the gas phase. Superficial gas velocity was varied from 0.02 to 0.25 m/s, and superficial liquid velocity varied from 0 to 0.011 m/s. The effect of liquid velocity on the mean holdups and radial gas holdup distribution was discussed. The experimental results showed the liquid velocity slightly influence the mean holdup and radial hold-ups distribution in the operating condition, and the liquid flow can improve the transition gas velocity for the homogeneous regime to heterogeneous regime. Meanwhile the mean gas holdups as a function of gas velocity were derived from using differential pressure method and electrical resistance tomography method. The agreement between results obtained by these two methods is generally very good in the homogeneous regime. But in the transition regime and heterogeneous regime, results with ERT are slightly larger than one with the differential pressure method. According to the experimental results, a correlation for the centreline holdup is obtained.     

基于CPW的油水两相流持水率检测方法研究

为了提高原油的开采效率,各油田越来越多地采用注水采油的措施和水平井开采的方法。这对井下油水两相持水率的在线检测提出了更高的要求,其一要求传感器在高持水条件下具有与低持水段一样高的检测精度,其二要求单支传感器体积结构小,便于在油井截面上布置多支传感器形成检测阵列,提供水平井或大斜度井油水截面上持水率分布的差异信息,提高测量的空间分辨率。为此,提出基于共面微带传输线的油水两相流持水率检测方法。通过保角变换法分析了共面微带传输线传感器的结构参数和材料参数与电磁波传播特性之间的关系,采用片状双面S形布线结构,在小型化传感器的同时提高了检测的动态范围。数值模拟和实验结果表明,信号在传输线上的相移与持水率间具有近似线性的关系,传感器在持水率0%~100%全程范围内具有小于3%的分辨率,该方法弥补了电容法和电导法仅适合于低持水率和高持水率的弊端。