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Harness AI and machine learning in de-emulsifier chemical selection 利用人工智能和机器学习在脱乳化剂的化学选择
Q1 Earth and Planetary Sciences Pub Date : 2021-12-01 DOI: 10.1016/j.ejpe.2021.08.001
Sai Ravindra Panuganti, Nor Hadhirah Halim, Tan Nian Wei, Wasan Saphanuchart, Emad Elsebakhi

The most common method of preventing the formation of emulsions in the petroleum industry is by the application of a de-emulsifier chemical. The standard approach of selecting an appropriate de-emulsifying agent is by scanning different chemistries with changing properties to identify the emulsion breaking region. However, the disadvantage is that these tests are time-consuming. This work presents a faster alternative for choosing de-emulsifier chemicals by using machine learning. For data to train and test machine learning models, several bottle tests are analyzed at different combination of essential parameters. For both non-EOR/normal and EOR-induced emulsion, the models are validated with real crude oil to output a list of de-emulsifiers that work in breaking the emulsion and rank them for success based on probability. An application workflow of this de-emulsifier prediction tool is also created for deploying the model to provide guideline for quick de-emulsifier chemical selection.

在石油工业中防止乳化液形成的最常用方法是使用除乳化剂。选择合适的破乳剂的标准方法是通过扫描不同性质的化学物质来确定破乳区域。然而,缺点是这些测试很耗时。这项工作提出了一种使用机器学习来选择除乳剂化学品的更快的替代方法。对于训练和测试机器学习模型的数据,在不同的基本参数组合下分析了几个瓶子测试。对于非提高采收率/正常采收率和提高采收率引起的乳化液,用真实的原油对模型进行验证,输出一份破乳剂清单,并根据概率对它们进行成功排序。并建立了该除乳剂预测工具的应用流程,用于部署该模型,为快速选择除乳剂提供指导。
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引用次数: 2
Electrical and dielectric properties of self-assembled polyaniline on barium sulphate surface 硫酸钡表面自组装聚苯胺的电学和介电性能
Q1 Earth and Planetary Sciences Pub Date : 2021-12-01 DOI: 10.1016/j.ejpe.2021.09.001
K.F. Qasim , M.A. Mousa

Solid polymer electrolytes have been broadly studied due to their wide applications in various electrochemical devices. In the present work, the electrical properties of polyaniline and its composites with BaSO4 have been studied. The polymerization of aniline monomer via the ordinary chemical polymerization process showed an amorphous structure. Whereas, in the presence of BaSO4 as a seed, the aniline is polymerized in an orthorhombic crystalline structure on the BaSO4-surface. Two composite samples of PANI and BaSO4 with different amounts of BaSO4 (1.5 and 2.5 wt%) were prepared and analyzed using XRD, FT-IR, SEM, and XPS techniques. The ac- electrical studies on the composites showed an enhancement in the electrical conductivity of PANI due to the addition of BaSO4. Ac- conductivity at frequency 500 kHz, and 100 °C, showed values of 1.9 × 10−3, 5.4 × 10−4, 1.6 × 10−1, and 1.9 × 10−1 S/cm for PANI, BaSO4, BaSO4/PANI 1.5 wt%, and BaSO4/PANI 2.5 wt%, respectively.

固体聚合物电解质因其在各种电化学器件中的广泛应用而受到广泛的研究。本文研究了聚苯胺及其与BaSO4复合材料的电学性能。用普通化学聚合法对苯胺单体进行聚合,聚合后的苯胺单体呈无定形结构。然而,当存在BaSO4作为种子时,苯胺在BaSO4表面聚合成正交晶体结构。制备了不同BaSO4含量(1.5和2.5 wt%)的聚苯胺和BaSO4复合样品,并用XRD、FT-IR、SEM和XPS技术对其进行了分析。对复合材料的交流电学研究表明,加入BaSO4后,聚苯胺的电导率有所提高。Ac -电导率在频率500 kHz,和100年 °C,显示值的1.9 × 10−3,5.4 × 10−4,1.6 × 10−1和1.9 × 10−1 S的PANI /厘米,BaSO4, BaSO4 / PANI 1.5 wt %,和BaSO4 / PANI 2.5 wt %,分别。
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引用次数: 5
Hydrate growth kinetics in marine sediments 海洋沉积物中水合物生长动力学
Q1 Earth and Planetary Sciences Pub Date : 2021-12-01 DOI: 10.1016/j.ejpe.2021.11.004
Amiya K. Jana

Clathrate hydrates form and grow when small gas molecules (<0.9 nm) come to contact with water at favorable pressure and temperature conditions. It happens in both the interstitial pore space between distributed marine sediments and inside their nano-meter sized pore spaces. For several thousands of years, the hydrates have occurred abundantly in permafrost and under the sea floor locking an immense amount of energy in the form of natural gas. It is estimated that the total gas reserved in hydrate deposits can meet our primary energy demand for a couple of centuries. To understand their formation and subsequent growth, several formulations have been derived at fundamental level. Various simplified assumptions still make those models really complicated and lead to provide reasonably large errors in prediction. Unfortunately, there is no direct correlation available so far that can precisely predict the hydrate kinetics with most simple way. This work introduces the development of a non-fundamental model routed through the concept of clathrate physics. To investigate the versatility and effectiveness of this growth model, it is used to predict the real-time data comparing with existing physical models.

当小气体分子(<0.9 nm)在有利的压力和温度条件下与水接触时,笼形水合物形成并生长。它既发生在分布的海洋沉积物之间的间隙孔隙空间中,也发生在其纳米级孔隙空间内。几千年来,水合物大量存在于永久冻土和海底,以天然气的形式锁住了大量的能量。据估计,水合物矿床中储存的天然气总量可以满足我们几个世纪的一次能源需求。为了理解它们的形成和随后的发展,在基本水平上推导出了几个公式。各种简化的假设仍然使这些模型非常复杂,并导致在预测中提供相当大的误差。遗憾的是,目前还没有直接的关联可以用最简单的方法精确预测水合物动力学。这项工作介绍了通过笼形物物理概念路由的非基本模型的发展。为了验证该增长模型的通用性和有效性,将其与现有物理模型进行了实时数据预测。
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引用次数: 0
Removal of Ni (II), Mn (II) and Zn (II) from crude yellow cake aqueous solution by cross-linked chitosan and polyvinyl alcohol 交联壳聚糖和聚乙烯醇对粗黄饼水溶液中Ni (II)、Mn (II)和Zn (II)的脱除
Q1 Earth and Planetary Sciences Pub Date : 2021-09-01 DOI: 10.1016/j.ejpe.2021.07.004
Huda Amer Ibrahiem , Wagdy.I. El- Dougdoug , Hassan H. H. Hefni , Abdallah A. El-Sawy , Hesham.M. Kamal , Khalid.F. Mahmoud

The removal of Ni (II), Mn (II) and Zn (II) from crude yellow cake onto chitosan cross-linked by Epichlorohydrin (CS-ECH) and polyvinyl alcohol (PVA) were investigated in nitrate solutions. The influence of contact time, pH, temperature and initial metal concentrations on the adsorption processes were investigated using batch modes. Langmuir and Fruindlish models were used for investigation of adsorption isotherm. The results showed that the equilibrium adsorption behavior of metal ions onto CS-ECH and PVA could be fitted to Langmuir model. The total maximum adsorption capacity of CS-ECH and PVA were calculated, and the results indicate the higher values of CS-ECH than PVA, due to the properties of chemical structure of CS-ECH. The adsorption kinetics parameters were also tested using pseudo-first-order, pseudo-second-order models, and interparticle diffusion models. The results indicate the adsorption processes of metal ions on both CS-ECH and PVA followed the pseudo-first-order and the pseudo-second-order models which meaning the mixed adsorption, except the adsorption of Mn (II) on PVA is only described by the pseudo-second-order equation. The results indicate the adsorption processes of metal ions followed the pseudo-second-order models for both CS-ECH and PVA. Otherwise, the values of thermodynamic parameters (ΔHoads, ΔSoads, and ΔGoads) of metal ions removal by CS-ECH and PVA exhibit the spontaneity, and exothermicity of adsorption processes.

在硝酸溶液中,研究了环氧氯丙烷(CS-ECH)和聚乙烯醇(PVA)交联壳聚糖对粗黄饼中Ni (II)、Mn (II)和Zn (II)的去除效果。采用间歇模式研究了接触时间、pH、温度和初始金属浓度对吸附过程的影响。采用Langmuir模型和fruinlish模型研究吸附等温线。结果表明,金属离子在CS-ECH和PVA上的平衡吸附行为符合Langmuir模型。计算了CS-ECH和PVA的总最大吸附量,结果表明CS-ECH的最大吸附量高于PVA,这是由于CS-ECH的化学结构特性造成的。采用拟一阶、拟二阶模型和颗粒间扩散模型对吸附动力学参数进行了测试。结果表明:除Mn (II)在PVA上的吸附为伪二阶方程外,CS-ECH和PVA对金属离子的吸附过程均为伪一阶和伪二阶混合吸附。结果表明,CS-ECH和PVA对金属离子的吸附过程均符合准二阶模型。此外,CS-ECH和PVA吸附金属离子的热力学参数(ΔHoads、ΔSoads和ΔGoads)均表现出吸附过程的自发性和放热性。
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引用次数: 3
Distinguish seabed objects utilizing different marine acoustic techniques 利用不同的海洋声学技术区分海底物体
Q1 Earth and Planetary Sciences Pub Date : 2021-09-01 DOI: 10.1016/j.ejpe.2021.07.002
Amr Z. Hamouda, Mohamed A. Nassar, Suzan M. El-Gharabawy

The marine acoustic techniques are powerful tools to investigate and identify the seabed objects by applying different processing and interpretation steps. Two types of marine acoustic imaging techniques used in this study; Side Scan Sonar (SSS) that mapping seabed features and identifies the objects on it, and Sub-Bottom Profiling (SBP) that providing information about sediment thicknesses and stratigraphic structure. The integration between these two marine acoustic techniques, as well as, ground truth data obtained from an underwater camera, was used to distinguish seabed objects; coastal boulder accumulations that are documented along the western Mediterranean coast of Egypt. The study and analysis of the collected data demonstrated that: the combination between side scan sonar, chirp sub-bottom profiling systems, and ROV images can successfully distinguish different types of objects. Generally, objects observed from SSS are indicated in the SBP as weak backscatter curves. The case study results, from analysis of SBP with ROV image to the object detected by SSS utilized three objects making a shadow in SSS seabed: boulder, hard substrate, and seagrass. The integration of these techniques resulting specifies the location of the geo-hazards area.

通过不同的处理和解释步骤,海洋声学技术是调查和识别海底目标的有力工具。本研究中使用的两种海洋声学成像技术;侧面扫描声纳(SSS)绘制海底特征并识别其上的物体,以及提供沉积物厚度和地层结构信息的海底剖面(SBP)。这两种海洋声学技术的结合以及从水下照相机获得的地面真实数据被用来区分海底物体;沿着埃及地中海西部海岸记录的海岸巨石堆积。对采集数据的研究和分析表明:侧扫声纳、啁啾水下剖面系统和ROV图像相结合可以成功识别不同类型的目标。通常,从SSS观测到的目标在SBP中显示为弱后向散射曲线。从ROV图像的SBP分析到SSS检测的目标,案例研究结果利用了在SSS海床上形成阴影的三种物体:巨石、硬基材和海草。这些技术的综合结果确定了地质灾害区域的位置。
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引用次数: 2
“Chemical modification of guar by different synthetic vinyl monomers for enhancing oil recovery under severe sandstone reservoir conditions” 不同合成乙烯基单体对瓜尔胶进行化学改性以提高砂岩储层条件下的采收率
Q1 Earth and Planetary Sciences Pub Date : 2021-09-01 DOI: 10.1016/j.ejpe.2021.07.001
Samah A.M. Abou-alfitooh , F.I. El-Hosiny , M. Ramzi , E.M. Mansour , Osama M. Elnaggar , A.N. El-hoshoudy

Nowadays more emphasis is given to biodegradable polymers owing to their distinct properties. Biopolymers are natural, inexpensive, available, and environmentally friendly substitutes that are planned to substitute HPAM for enhanced oil recovery (EOR). In this research, grafted guar with different vinyl monomers prepared through a free radical emulsion polymerization reaction to enhance the drawbacks of native guar gum. Structure characterization was conducted by various spectroscopic techniques including (FTIR) spectroscopy, atomic force microscope (AFM), nuclear magnetic resonance (1H NMR), and thermal analysis established by TGA analysis. Rheological characteristics were tested at severe reservoir conditions. Laboratory flooding experiments performed by sandstone packed model. It is indicated from the rheological analysis that the modified composites have more temperature resistance, salt tolerance, and improved viscosity properties than native gum. The flooding data assumed that the prepared GG-g-AM& MMA and GG-g-AM, MMA&TEVS are suitable for EOR techniques where they can withstand the severe reservoir condition and achieve a recovery factor up to (47.7%) from residual oil by using GG-g-AM& MMA and (55.5%) of residual oil by using GG-g-AM, MMA&TEVS while native guar achieves only (27.7%).

生物可降解聚合物由于其独特的性能而受到越来越多的重视。生物聚合物是一种天然、廉价、可用且环保的替代品,有望取代HPAM提高采收率(EOR)。本研究通过自由基乳液聚合反应制备了不同的乙烯基单体接枝瓜尔胶,以改善天然瓜尔胶的缺陷。通过FTIR光谱、原子力显微镜(AFM)、核磁共振(1H NMR)和热分析(TGA)等多种光谱技术对结构进行了表征。在恶劣的储层条件下测试了流变特性。采用砂岩充填模型进行室内驱油试验。流变学分析表明,与天然胶相比,改性后的复合材料具有更高的耐温性、耐盐性和粘度性能。驱油数据假设制备的GG-g-AM&MMA和GG-g-AM、mmatevs适用于EOR技术,它们可以承受恶劣的储层条件,并通过GG-g-AM实现高达47.7%的剩余油采收率。使用GG-g-AM、MMA&TEVS的剩余油的MMA和(55.5%),而天然瓜尔胶仅达到(27.7%)。
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引用次数: 5
Base-catalyzed oxidation of poly (ethylene glycol) by alkaline permanganate: Part II. Kinetics and mechanistic of decomposition of coordination intermediate complex 碱性高锰酸盐催化聚乙二醇氧化:第二部分。配位中间配合物的分解动力学与机理
Q1 Earth and Planetary Sciences Pub Date : 2021-09-01 DOI: 10.1016/j.ejpe.2021.03.004
Refat M. Hassan , Suzan A. Sayed , Samia M. Ibrahim

The kinetics of decomposition of coordination polymer poly (ethylene glycol) intermediate complex [PEG-MnVIO42-] which was formed during the progression of the relatively fast first stage for the oxidation of poly (ethylene glycol) (PEG) by alkaline permanganate have been investigated by conventional spectrophotometer. Pseudo first -order condition in the presence of [PEG] substrate as a synthetic polymer in large excess over [MnO4-] was showed first-order overall reaction kinetics. The influence of the alkali concentration on the decomposition rate constants indicated that the oxidation rates were increased with increasing the alkali concentration, therefore, the decomposition process was considered of base-catalyzed nature. The rate constant of decomposition was found to be 2.3 x10-4 s−1, whereas the deprotonation constant was 2.88 dm3 mol−1 at 45 °C. The activation parameters have been calculated and found to be ΔH = 34.93 kJmol−1; ΔS = −176.2 Jmol-K−1 and ΔG = 90.96 kJmol−1. The chemical structure of such synthesized acid-derivative of PEG was elucidated by elemental analysis and spectral data. The negative results of 2,4-dinitrophenyl hydrazine and hydroxylamine identified investigations along with (FTIR) spectra results indicated that the oxidation product is the acid derivative of poly (ethylene glycol) (ADPEG). The synthesis procedure of the acid-derivative of PEG (ADPEG) as the final oxidation product was described in detail. The product yield was found to be ~ 98%. It is found that the oxidation product (ADPEG) has a high tendency for chelation with most polyvalent metal ions in particularly the divalent metal ions forming their corresponding coordination polymer complexes. Therefore, this distinct property of the product renders it to be used as a chelating agent of high performance, non-toxicity and low cost compared with the chelating agents available in the markets. A suitable reaction mechanism for the decomposition in terms of electron-transfer nature was suggested and discussed.

用常规分光光度计研究了聚乙二醇(PEG)被碱性高锰酸盐氧化的第一较快阶段形成的配位聚合物聚乙二醇(PEG)中间配合物[PEG- mnvio42 -]的分解动力学。在[PEG]底物作为合成聚合物大量过量存在于[MnO4-]上的准一级条件下,显示了一级总体反应动力学。碱浓度对分解速率常数的影响表明,随着碱浓度的增加,氧化速率增加,因此可以认为分解过程是碱催化的。在45℃下,分解速率常数为2.3 x10-4 s−1,而去质子化常数为2.88 dm3 mol−1。通过计算得到:ΔH≠= 34.93 kJmol−1;ΔS≠=−176.2 Jmol-K−1和ΔG≠= 90.96 kJmol−1。通过元素分析和光谱数据对合成的聚乙二醇酸衍生物的化学结构进行了表征。对2,4-二硝基苯肼和羟胺进行了阴性鉴定,并结合FTIR光谱结果表明氧化产物为聚乙二醇(ADPEG)的酸衍生物。详细介绍了聚乙二醇酸衍生物(ADPEG)作为最终氧化产物的合成过程。产品收率达98%。发现氧化产物(ADPEG)与大多数多价金属离子,特别是与二价金属离子形成相应的配位聚合物配合物具有较高的螯合倾向。因此,与市场上现有的螯合剂相比,该产品的这种独特特性使其成为一种高性能、无毒性和低成本的螯合剂。从电子转移性质出发,提出并讨论了合适的分解反应机理。
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引用次数: 2
Identification of the best correlations of permeability anisotropy for Mishrif reservoir in West Qurna/1 oil Field, Southern Iraq 伊拉克西部Qurna/1油田Mishrif油藏渗透率各向异性最佳相关性识别
Q1 Earth and Planetary Sciences Pub Date : 2021-09-01 DOI: 10.1016/j.ejpe.2021.06.001
Ahmed N. Al-Dujaili , Mehdi Shabani , Mohammed S. AL-Jawad

At present, reservoir whether isotropy or anisotropy is taking more attention, particularly the difference in (porosity, permeability, and capillary pressure) associated with pore space. These differences are due to the original sediments and thus diagenetic changes. It has been found that common models are insufficient to predict reservoir performance and field management program design. Recovery factor (RF) is the main factor affecting the optimization process for any reservoir that is very sensitive to reservoir heterogeneity and hence an accurate vertical and horizontal permeability (Kv and Kh) distribution is required. A case study is represented in this paper aimed at vertical permeability estimation from horizontal permeability and porosity for Mishrif reservoir in west Qurna/1 oil field southern Iraq. This study has been accomplished by testing five models, harmonic averaging, Kozeny-Carman equation, Zahaf and Tiab, Iheanacho et al., and Fazelalav to determine vertical permeability and comparing the results with core data values. It is found that the models were used showed an accuracy variation between the units of Mishrif reservoir based on Mishrif full diameter cores from 20 wells. Four new correlations are obtained for mA, CRII, mB1, and mB2 units for Mishrif Reservoir in West Qurna/1 oil field. The correlation shows that the permeability is depending on porosity in the mA unit due to the homogeneity and the Mb1 unit has a higher anisotropy than the other units.

目前,储层的各向异性和各向异性越来越受到人们的关注,特别是与孔隙空间相关的孔隙度、渗透率和毛管压力的差异。这些差异是由于原始沉积物和成岩变化造成的。研究发现,一般的模型不足以预测储层动态和现场管理方案设计。对于任何对储层非均质性非常敏感的储层,采收率(RF)是影响优化过程的主要因素,因此需要精确的垂直和水平渗透率(Kv和Kh)分布。以伊拉克南部西部Qurna/1油田Mishrif油藏为例,利用水平渗透率和孔隙度估算垂向渗透率。本研究通过测试谐波平均、Kozeny-Carman方程、Zahaf和Tiab、Iheanacho等和Fazelalav五种模型来确定垂向渗透率,并将结果与岩心数据值进行比较。基于20口井的Mishrif全径岩心,发现所使用的模型在Mishrif储层单元之间存在精度差异。得到了西古尔纳/1油田Mishrif油藏mA、CRII、mB1和mB2单元的4个新的相关性。对比结果表明,由于均匀性,mA单元的渗透率取决于孔隙度,而Mb1单元的各向异性高于其他单元。
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引用次数: 4
Effect of cyclohexanol on phase stability and volatility behavior of hydrous ethanol-gasoline blends 环己醇对含水乙醇-汽油混合物相稳定性和挥发性的影响
Q1 Earth and Planetary Sciences Pub Date : 2021-09-01 DOI: 10.1016/j.ejpe.2021.04.001
Manal Amine, Y. Barakat

Biofuels can contribute to reducing greenhouse gas emissions and bridging the gap between production and consumption. Ethanol is a renewable source of energy. It can reduce oil dependence and also can be appropriately used in gasoline as a blend. The high cost of dry ethanol has turned the researcher's attention to the more economic hydrous ethanol. However many works were focused on its impact on the engine performance and the exhaust emissions; few works were interested in the phase stability of those blends. This work aims to study the impact of blending cyclohexanol (CH) into hydrous ethanol-gasoline blends as a stabilizing agent. Four dual-alcohol (E5-3CH, E10-3CH, E15-3CH, and E20-3CH) blends were investigated besides their single hydrous ethanol (E0, E5, E10, E15, and E20) blends. The tests involved; water tolerance, distillation curve, and vapor pressure. Vapor lock protection potential, the area under the distillation curve (AUDC), and the area due to azeotrope formation (ADAF) were calculated. The obtained results show that cyclohexanol significantly increases the water tolerance of hydrous ethanol-gasoline blends. The blends of E5 and E10 which were separated at 30 °C converted into miscible and clear samples when they were blended with 3 vol% of cyclohexanol. These samples can also tolerate additional water. For E20, the addition of 3 vol% of cyclohexanol increased the water tolerance by about six times. Also, it was found that cyclohexanol does not have any negative effect on the volatility properties of the fuel blends. It was found that blending CH into the hydrous ethanol blends causes a significant increase in the AUDC and consequently, the area due to azeotrope formation (ADAF) decrease.

生物燃料有助于减少温室气体排放,弥合生产和消费之间的差距。乙醇是一种可再生能源。它可以减少对石油的依赖,也可以适当地用作汽油的混合物。由于干乙醇的高成本,研究人员将注意力转向了更经济的含水乙醇。然而,许多研究都集中在它对发动机性能和废气排放的影响上;很少有研究关注这些共混物的相稳定性。本研究旨在研究将环己醇(CH)作为稳定剂掺入含水乙醇-汽油混合物中的影响。除了单水乙醇(E0、E5、E10、E15和E20)外,还研究了四种双醇(E5- 3ch、E10- 3ch、E15- 3ch和E20- 3ch)共混物。所涉及的测试;水容忍度,蒸馏曲线和蒸汽压力。计算了汽锁保护电位、蒸馏曲线下面积(AUDC)和共沸物形成面积(ADAF)。结果表明,环己醇显著提高了含水乙醇-汽油混合物的耐水性。在30℃下分离的E5和E10共混物与3 vol%的环己醇共混后转化为可混溶的透明样品。这些样品还可以承受额外的水。对于E20,添加3 vol%的环己醇可使其耐水性提高约6倍。此外,还发现环己醇对燃料混合物的挥发性没有任何负面影响。研究发现,将CH掺入含水乙醇混合物中,可以显著增加AUDC,从而减少共沸物形成面积(ADAF)。
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引用次数: 8
CFD investigation on characteristics of heavy crude oil flow through a horizontal pipe 稠油水平管道流动特性的CFD研究
Q1 Earth and Planetary Sciences Pub Date : 2021-09-01 DOI: 10.1016/j.ejpe.2021.06.003
Saad Nahi Saleh , Thamer Jasim Mohammed , Huda K. Hassan , Shahzad Barghi

Transportation of heavy crude oil via pipelines possesses many technological issues that are inherently flow related. Accurate prediction of flow characteristics is an essential step for a reliable piping design of transporting the crude oil. A rheology-based Computational Fluid Dynamics (CFD) model of the Iraqi heavy crude oil flow through a horizontal pipe (1 m length of 3/4 in. inside diameter) was developed using the commercial software Ansys 15 Fluent. By using power law rheological model, the Iraqi heavy crude oil exhibits a non-Newtonian dilatant behavior over the examined shear rate range of 1–40 s−1. The proposed axi-symmetric CFD model identifies velocity profile and generates values of friction factor, which are validated with experimental measurements. Additionally, wall shear stress and entrance length were numerically predicted and compared with well-established correlations from the literature for Non-Newtonian flow. Detailed results of the CFD model exhibited a reliable prediction of the characteristics of heavy crude oil flow.

重质原油管道运输具有许多与流动有关的技术问题。准确的流动特性预测是设计可靠的原油输送管道的必要步骤。基于流变学的计算流体动力学(CFD)模型分析了伊拉克重质原油在1米长的3/4英寸水平管道中的流动情况。内径)是利用商业软件Ansys 15 Fluent开发的。利用幂律流变模型,伊拉克重质原油在1 ~ 40 s−1剪切速率范围内表现出非牛顿式的膨胀行为。所提出的轴对称CFD模型可以识别速度分布,并生成摩擦系数值,并通过实验测量进行了验证。此外,对壁面剪切应力和入口长度进行了数值预测,并与非牛顿流的文献中已建立的相关性进行了比较。CFD模型的详细计算结果表明,该模型能够可靠地预测重质原油的流动特征。
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引用次数: 1
期刊
Egyptian Journal of Petroleum
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