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State-of-the-art on capillary pressure hysteresis: Productive techniques for better reservoir performance 毛细管压力滞后研究进展:提高储层性能的生产技术
Q3 ENERGY & FUELS Pub Date : 2021-09-01 DOI: 10.1016/j.upstre.2021.100040
Murtada A. Elhaj , Mohammad Islam Miah , Mohamed E. Hossain

Hysteresis has a significant role in evaluating hydrocarbon recovery and better understanding fluid flow in porous media. In this paper, a comprehensive review of research on the hysteresis of capillary pressure (Pc) and its applications in petroleum engineering are reported. Both theoretical and experimental investigations of hysteresis of Pc is compared and discussed in detail. The review highlights a range of concepts in existing models and experimental processes for hysteresis of Pc in porous media. Furthermore, this paper tracks the current development of hysteresis and provides insight into future research trends. This study also serves to provide an insight into future research opportunities to fill the research gaps on capillary pressure in the system of porous media.

滞后现象对于评价油气采收率和更好地理解多孔介质中的流体流动具有重要作用。本文综述了毛细管压力滞后的研究进展及其在石油工程中的应用。对Pc滞回的理论研究和实验研究进行了详细的比较和讨论。本文综述了多孔介质中Pc滞回的现有模型和实验过程中的一系列概念。此外,本文还跟踪了磁滞的发展现状,并对未来的研究趋势进行了展望。本研究也为今后的研究提供了契机,填补了多孔介质体系中毛细压力的研究空白。
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引用次数: 2
Gaussian formulation based correlation for Dietz shape factor 基于高斯公式的Dietz形状因子相关
Q3 ENERGY & FUELS Pub Date : 2021-09-01 DOI: 10.1016/j.upstre.2021.100059
Can Polat

The traditional semi-steady state inflow equation involves Dietz shape factor which depends on reservoir geometry and well location in that geometry. The actual Dietz shape factors are computed utilizing the equation based on the method of images. In this respect, the methodology for the calculation of the Dietz shape factor by means of the method of images is presented. The correlation developed for the estimation of Dietz shape factor is based on the Gaussian function. The correlation is valid for the homogeneous rectangular reservoir areas with aspect ratios in the range from 2 to 5. It is observed that the absolute difference from the actual logarithm of Dietz shape factor is less than 0.16 and 0.43 for the ratio of well coordinates to corresponding block lengths in the range from 0.2 to 0.8 and in the range from 0.15 to 0.85, respectively. The study additionally involves the comparison with the results of the previous simple analytical solution developed for prediction of the Dietz shape factor. The comparison reveals slight improvements in estimation of the Dietz shape factor by means of the developed correlation for well locations close to the borders of the reservoir area.

传统的半稳态流入方程涉及Dietz形状因子,该因子取决于油藏几何形状和井在该几何形状中的位置。利用基于图像法的方程计算实际的Dietz形状因子。在这方面,提出了用图像法计算Dietz形状因子的方法。Dietz形状因子估计的相关性是基于高斯函数的。对于长径比在2 ~ 5范围内的均质矩形储层,这种相关性是有效的。在0.2 ~ 0.8和0.15 ~ 0.85范围内,井坐标与相应区块长度之比与实际Dietz形状因子对数的绝对差值分别小于0.16和0.43。该研究还涉及与先前为预测Dietz形状因子而开发的简单解析解的结果进行比较。对比结果表明,通过对靠近库区边界的井位进行发达的相关性,Dietz形状因子的估计略有改进。
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引用次数: 1
Data-driven recurrent neural network model to predict the rate of penetration 数据驱动的递归神经网络模型预测渗透率
Q3 ENERGY & FUELS Pub Date : 2021-09-01 DOI: 10.1016/j.upstre.2021.100047
Husam H. Alkinani , Abo Taleb T. Al-Hameedi , Shari Dunn-Norman

The Rate of Penetration (ROP) is a vital parameter in drilling operations. Due to the complex relationship between the parameters affecting ROP, accurate prediction of ROP is hard to be obtained analytically. In this study, a recurrent neural network model was developed to estimate ROP using Plastic Viscosity (PV), Mud Weight (MW), flow rate (Q), Yield Point (YP), Revolutions per Minute (RPM), Weight on Bit (WOB), nozzles total flow area (TFA), and Uniaxial Compressive Strength (UCS). The data were collected from more than 2000 wells drilled worldwide. The network architecture was optimized by trial and error. The data were categorized into three sets; 70 % for training, 15 % for validation, and 15% for testing. The created network predicted ROP with an average R2 of 0.94. With this tangible prediction method, oil and gas companies can better estimate the time of well delivery as well as optimizing ROP by altering the controllable input parameters affecting the ROP model. Artificial intelligent methods have shown their potential in solving complex problems. The oil and gas industry can benefit from artificial intelligence, especially with the large data sets available, to better optimize the drilling process.

钻速(ROP)是钻井作业中的一个重要参数。由于影响机械钻速的各参数之间的关系复杂,很难用解析法准确预测机械钻速。在这项研究中,开发了一个循环神经网络模型,利用塑性粘度(PV)、泥浆比重(MW)、流量(Q)、屈服点(YP)、每分钟转数(RPM)、钻压(WOB)、喷嘴总流道面积(TFA)和单轴抗压强度(UCS)来估计机械钻速。这些数据是从全球2000多口井中收集的。通过反复试验,优化了网络结构。数据分为三组;70%用于培训,15%用于验证,15%用于测试。建立的网络预测ROP的平均R2为0.94。通过这种有形的预测方法,油气公司可以通过改变影响ROP模型的可控输入参数,更好地估计井的交付时间,并优化ROP。人工智能方法在解决复杂问题方面已显示出其潜力。石油和天然气行业可以从人工智能中受益,特别是有了大量可用的数据集,可以更好地优化钻井过程。
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引用次数: 12
Vector-based three-dimensional (3D) well-path optimization assisted by geological modelling and borehole-log extraction 在地质建模和井眼测井提取的辅助下,基于矢量的三维井眼轨迹优化
Q3 ENERGY & FUELS Pub Date : 2021-09-01 DOI: 10.1016/j.upstre.2021.100053
Mohammed K. Almedallah , Abdulrahman A. Al Mudhafar , Stuart Clark , Stuart D.C. Walsh

This paper describes a novel strategy to optimize the drilling time of three-dimensional (3D) directional wellbore trajectories using a vector-based approach subject to drilling and geological constraints. Many existing well-path models require manual entry for certain geological constraints such as formation dip or kick-off limit. In contrast, this vector-based approach ensures that geological constraints are automatically satisfied by building a geological model, and extracting a borehole log of key points along the well-path. The presented approach applies and compares a deterministic optimization technique known as Constrained Optimization by Linear Approximation (COBYLA) with a Genetic-Algorithm (GA) global optimization to determine the optimum 3D well path to drill the target. While optimizing the path, the model determines the optimum kick-off point based on the subsurface-formation strength and depth subject to predetermined doglog severity, inclination and azimuth angles. The methodology is applied to well paths with different number of build-up and drop sections in unconstrained and constrained geological settings. Results show that COBYLA and GA are comparable when not using geological modelling while GA is superior for complex well-path geology-assisted optimization problems. The technique is applicable for a single well path planning, and can be expanded to a set of wells being optimized during Field Development Planning (FDP).

本文介绍了一种新的策略,利用基于矢量的方法优化三维(3D)定向井眼轨迹的钻井时间,该方法受钻井和地质条件的限制。许多现有的井眼轨迹模型都需要人工输入某些地质约束条件,如地层倾角或开井极限。相比之下,这种基于向量的方法通过建立地质模型,并提取沿井径关键点的井眼测井,确保自动满足地质约束。该方法采用线性逼近约束优化(COBYLA)和遗传算法(GA)全局优化的确定性优化技术,并将其进行比较,以确定最佳的3D井眼轨迹。在优化路径时,该模型根据预先确定的狗狗曲线严重程度、倾角和方位角,根据地下地层强度和深度确定最佳启动点。该方法适用于无约束和有约束地质环境中具有不同数量堆积和下降段的井眼轨迹。结果表明,在不使用地质建模的情况下,COBYLA和遗传算法具有可比性,而遗传算法在复杂井道地质辅助优化问题上具有优势。该技术适用于单井轨迹规划,并可在现场开发规划(FDP)期间扩展到优化的一组井。
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引用次数: 4
Effect of hybrid water-based mud on the improvement of wellbore stability: Kolosh Formation in Iraqi Kurdistan Region 混合水基泥浆对提高井筒稳定性的影响:伊拉克库尔德斯坦地区Kolosh地层
Q3 ENERGY & FUELS Pub Date : 2021-09-01 DOI: 10.1016/j.upstre.2021.100046
Barham S. Mahmmud , Sarhad A. Farkha , Pshtiwan T.M. Jaf , Shirzad B. Nazhat , Sarwer A. Salam

Most important aspect of drilling clay-rich formations is preventing the hydration and dispersion. Oil based drilling muds (OBM) have historically been the first choice for drilling these kinds of formations, however the usage of the OBM is currently forbidden in drilling operation due to environmental issues. As an alternative, many inhibitive water-based muds were proposed. This paper describes the experimental work carried out on ten shale samples to evaluate stabilization of shale and clay-fluid interactions. After mineralogical analysis of shale samples, swelling and hot-rolling dispersion test were conducted using fresh water, polyamine, sodium silicate and oil base mud. Mineralogical analysis results showed that the cutting samples of 3, 4, 5, 6 and 7 have the highest clay content. Cation exchange capacity (CEC) results indicated that the shale sample with high concentration of smectite recorded the highest CEC value as it has the ability to absorb water into its inter-layers and exchange cations. When shale samples were tested in linear Swell meter, it is expressed the lower swelling percentage for oil base mud and maximum for fresh water. However, it was found out that both sodium silicate and polyamine mud systems yield the same performances. Furthermore, dispersion results showed that the shale recovery percentage increased from 16.3% to 56.2% when sodium silicate mud was used instead of polyamine mud. For the fresh water and oil base mud, results confirmed findings of linear swelling meter test, which is the lowest recovery for the fresh water (6.7%), and maximum recovery for the OBM (109.9%). The improved swelling inhibition suggested that sodium silicate mud could be effectively used to control wellbore instability while drilling through the Kolosh Formation .

钻井富粘土地层最重要的方面是防止水化和分散。油基钻井泥浆(OBM)一直是钻井此类地层的首选,但由于环境问题,OBM目前在钻井作业中被禁止使用。作为替代方案,人们提出了许多抑制性水基泥浆。本文介绍了在10个页岩样品上进行的实验工作,以评估页岩和粘土-流体相互作用的稳定性。对页岩样品进行矿物学分析后,分别用淡水、多胺、水玻璃和油基泥浆进行溶胀和热轧分散试验。矿物学分析结果表明,3、4、5、6、7号切割样品粘土含量最高。阳离子交换容量(CEC)结果表明,高浓度蒙脱石页岩样品的CEC值最高,因为其具有将水吸收到层间并交换阳离子的能力。用线性膨胀仪测试页岩样品时,油基泥浆的膨胀率较低,淡水的膨胀率最大。然而,人们发现水玻璃和多胺泥浆体系的性能是相同的。分散试验结果表明,硅酸钠泥浆代替多胺泥浆,页岩采收率由16.3%提高到56.2%。对于淡水和油基泥浆,线性膨胀仪测试结果证实,淡水的采收率最低(6.7%),OBM的采收率最高(109.9%)。在Kolosh地层钻井过程中,硅酸钠泥浆可以有效地控制井眼不稳定。
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引用次数: 2
Stability analysis and trajectory optimization of vertical and deviated boreholes using the extended-Mogi-Coulomb criterion and poly-axial test data 基于扩展mogi - coulomb准则和多轴试验数据的直井和斜井稳定性分析及井眼轨迹优化
Q3 ENERGY & FUELS Pub Date : 2021-09-01 DOI: 10.1016/j.upstre.2021.100052
Abbas Khaksar Manshad , Mostafa Aghayari , Barham Sabir Mahmood , Mohammad Tabaeh Hayavi , Amir H Mohammadi , Jagar A. Ali

The wellbore instability costs the drilling of oil and gas wells billions of dollars, yearly. This might happen when the strength and resistance of the surrounded rock become exceeded by local stresses around the borehole. In order to keep the borehole stable, an appropriate density for the drilling mud must be determined based on the rock failure analysis which includes the identification of the rock strength, selection of the constitutive model, and chosen the accurate rock failure criterion. In this study, we used the nonlinear forms of Mogi Failure Criterion and Polyaxial Test Data to estimate the collapse and fracture pressures required to stabilize the wellbore in different well trajectories and in-situ stress regimes. The results reveal that in various in-situ stress regimes, the inclination and azimuth of the borehole have an important role in wellbore stability during drilling operation. It was identified that the Extended Mogi-Coulomb (EMC) and Mogi-Coulomb (MC) parameters in Well A (EMC = 257 psi and MC = 374 psi) are higher compared with Well B (EMC = 0.84 psi and MC = 0.54 psi). Also, the field case studies indicate that the nonlinear forms of Mogi Failure Criterion are greatly close to the real mud weight used to successfully drill the borehole in the field. This kind of borehole stability analysis plays a significant role in designing the drilling plan for oil and gas wells in order to minimize and eliminate the instability problems.

由于井筒不稳定,石油和天然气钻井每年要花费数十亿美元。当钻孔周围的局部应力超过围岩的强度和阻力时,就可能发生这种情况。为了保证井眼的稳定,必须在岩石破坏分析的基础上确定合适的钻井泥浆密度,包括岩石强度的识别、本构模型的选择和岩石破坏判据的准确选择。在这项研究中,我们使用非线性Mogi破坏准则和多轴测试数据来估计在不同井眼轨迹和地应力状态下稳定井筒所需的坍塌和破裂压力。结果表明,在不同的地应力状态下,井眼倾角和井眼方位角对钻井过程中的井眼稳定性有重要影响。结果表明,A井(EMC = 257 psi, MC = 374 psi)的扩展Mogi-Coulomb (EMC = 0.84 psi, MC = 0.54 psi)和Mogi-Coulomb (MC)参数均高于B井(EMC = 0.84 psi, MC = 0.54 psi)。此外,现场实例研究表明,Mogi破坏准则的非线性形式与现场成功钻井所使用的实际泥浆重量非常接近。这种井眼稳定性分析对油气井钻井方案的设计具有重要意义,可以最大限度地减少和消除不稳定问题。
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引用次数: 4
Process simulation for crude oil stabilization by using Aspen Hysys 基于Aspen Hysys的原油稳定过程模拟
Q3 ENERGY & FUELS Pub Date : 2021-09-01 DOI: 10.1016/j.upstre.2021.100039
Hussein Al-Ali

Recently, a light oil from different formations is added to the existing crude oil stabilization plant to associate the production of crude which unfortunately not enough to release off all light components and as a results the true vapor pressure (TVP) exceeds the desired specification of 82737.1 Pa/12 psia for the exported oil. The Simulation results were comparable with industrial data to give a good match between the Aspen Hysys results and the industrial analysis. The existing plant operates in three stages of gas/liquid separators where it is reported that changing production conditions, such as inlet temperature, dry fluid flow rate, water flow rate and the temperature of the outlet fluid from Fired Heater, do not make the value of TVP within the permissible limits of (68947.6–82737.1) Pa / (10–12) psia. The current work studied the effect of adding a fourth vessel on the production specifications, where it shows a successful results on decreasing the TVP. It was found that, the live crude was successfully stabilized to a TVP of less than 12 psia / 82737.1 Pa when the feed dry fluid flow rate (26.4–105.6) kbd and the minimum base sediment and water cut in the feed stream is 4 Vol%. It is also found that, the temperature of fluid has a significant impact on the crude oil specifications where the inlet fluid temperature should be in range of (43–51.5) ⁰C and the differential temperature across the Fired Heater in range of (16–24) ⁰C with feed temperature range (40–55) ⁰C.

最近,一种来自不同地层的轻质油被添加到现有的原油稳定装置中,以结合原油的生产,不幸的是,原油的生产不足以释放所有轻质油,因此,出口原油的真实蒸汽压(TVP)超过了82737.1 Pa/12 psia的期望规格。仿真结果与工业数据具有可比性,使Aspen Hysys的结果与工业分析结果很好地吻合。现有工厂分三级气/液分离器运行,据报道,改变生产条件,如进口温度、干流体流速、水流流速和燃烧加热器出口流体的温度,不能使TVP值在(68947.6-82737.1)Pa / (10-12) psia的允许范围内。目前的工作是研究增加第四艘船对生产规格的影响,在降低TVP方面取得了成功的结果。结果表明,当进料干流体流量为26.4-105.6 kbd,进料流中最低底泥含水率为4 Vol%时,活性原油的TVP稳定在12 psia / 82737.1 Pa以下。研究还发现,流体温度对原油规格有重大影响,其中进口流体温度应在(43-51.5)⁰C范围内,燃烧加热器的温差应在(16-24)⁰C范围内,进料温度范围为(40-55)⁰C。
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引用次数: 3
Development of innovative lightweight slurry in oil well-cementing operations 在油井固井作业中开发新型轻质泥浆
Q3 ENERGY & FUELS Pub Date : 2021-09-01 DOI: 10.1016/j.upstre.2021.100045
R.V.V. Ramana Murthy , Faruq Mohammad , Murthy Chavali

The innovative lightweight slurry 85 lb/ft3 (pounds per cubic foot) was prepared using three blended materials with a combination of 20% micro silica, 44% cenosphere and class-g cement, a special hydraulic binding material to forms strong bonding energy due to a combination of moderate sulphate-resistant and high sulphate-resistant. Cementing laboratory tests were carried out in the mix with this blended cement and some additives to control fluid loss increase the bonding energy and delay the cement setting time. After added this blended cement, the mechanism of the slurry was optimized the particle size distribution to maximum solids content, less water wasted in the void, the solid volume fraction increased to 50.2%. The blended composition shows fine nature and high reactivity as a pozzolanic material to improve slurry stability. Also, concluded that the high solid content increased in the slurry to enhance comprehensive strength, mechanical durability, permeability and required thickening time for low-density 85 pcf lead slurry. Pilot test results presented good compressive strength and thickening time at low temperatures.

这种新型轻质泥浆的重量为85 lb/ft3(磅/立方英尺),由三种混合材料制成,其中包括20%的微二氧化硅、44%的空心球和g类水泥。g类水泥是一种特殊的水力结合材料,具有中等和高的抗硫酸盐性,可以形成强大的键合能。在水泥室内进行了固井试验,并加入了一些控制失液、增加胶结能、延迟水泥凝结时间的添加剂。掺入该水泥后,料浆的机理得到优化,料浆的粒径分布达到最大固相含量,空隙中浪费的水较少,固相体积分数提高到50.2%。混合后的组合物具有优良的性质和高的反应活性,是一种提高浆料稳定性的火山灰材料。同时,得出了高固含量对提高低密度85 pcf铅浆的综合强度、机械耐久性、渗透性和所需的增稠时间的影响。中试结果表明,低温下具有良好的抗压强度和增稠时间。
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引用次数: 4
Improving oil well cement strengths through the coupling of metakaolin and nanosilica 偏高岭土与纳米二氧化硅耦合提高油井水泥强度
Q3 ENERGY & FUELS Pub Date : 2021-09-01 DOI: 10.1016/j.upstre.2021.100048
Petro Ezekiel Mabeyo

The research study aimed to investigate the effect of coupled metakaolin and nano-silica (nano-SiO2) on improving the compressive and shear bond strengths of class G oil well cement. Samples curing was done at 80 °C for 3, 7, 14, and 28 days. XRD and TG-DSC techniques were used for cement phase characterization. The results indicated that the cement system with 2% nano-SiO2 and 20% metakaolin increased the compressive strength by 20.0 and 21.4%, and shear bond strength by 205.5 and 90.8% for 3 and 28 days, respectively. This means the synergistic effect is more significant for cement-formation bond strength development. The results of this study, therefore, points to a potential ternary cement system for durable oil wells.

本研究旨在探讨偏高岭土与纳米二氧化硅(nano-SiO2)偶联对提高G类油井水泥抗压、抗剪粘结强度的影响。样品在80°C下固化3、7、14和28天。采用XRD和TG-DSC技术对水泥相进行表征。结果表明,纳米sio2含量为2%、偏高岭土含量为20%的水泥体系在3 d和28 d内抗压强度分别提高20.0%和21.4%,抗剪强度分别提高205.5%和90.8%。这意味着协同效应对水泥-地层胶结强度的发展更为显著。因此,这项研究的结果指出了一种潜在的用于耐用油井的三元水泥体系。
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引用次数: 4
Rheological evaluation of Mucuna solannie for non-aqueous mud additive in drilling operations 非水泥浆添加剂索兰粘液在钻井作业中的流变性评价
Q3 ENERGY & FUELS Pub Date : 2021-09-01 DOI: 10.1016/j.upstre.2021.100054
Igwilo K. Chinwuba , Uwaezuoke Nnaemeka , Omoregbee K. Osaretin , Hezekiah Agogo , Amaefule C. Vivian , Onyejekwe I. Michael

Mucuna solannie is a Papilionaceace used in culinary. Its rheology using API specifications was evaluated. Compared with Carbogel,  plastic viscosity of 17 against 16cP at 8ppb, yield point of 27 against 26 lb/100ft2 at 2ppb, 10 minutes gel strength of 17 against 15 lb/100ft2 at 6ppb, annular flow index of 0.46 against 0.42 at 8ppb, annular consistency index of 44.6 against 30.6 eq-centipoise at 2ppb, pressure drops of 10.43psi against 8.60psi at 2ppb, and cutting concentration of 1.272 vol. % against 1.215 vol. % at 8ppb were obtained. The results showed it has nano- particles

麝香菊是一种用于烹饪的凤蝶属植物。根据API规范评估了其流变性。与Carbogel相比,在8ppb下塑料粘度为17比16cP,在2ppb下屈服点为27比26lb /100ft2,在6ppb下10分钟凝胶强度为17比15lb /100ft2,在8ppb下环空流动指数为0.46比0.42,在2ppb下环空稠度指数为44.6比30.6当量平衡,在2ppb下压降为10.43psi比8.60psi,切割浓度为1.272 vol. %比1.215 vol. %。结果表明,它具有纳米颗粒
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引用次数: 2
期刊
Upstream Oil and Gas Technology
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