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Hybrid resin composite membrane for oil & gas produced water treatment 用于油气采出水处理的混合树脂复合膜
Q1 Earth and Planetary Sciences Pub Date : 2022-09-01 DOI: 10.1016/j.ejpe.2022.08.001
Mona S.M. Mansour , Hussein I. Abdel-Shafy , Mohamed M. El Tony , Waleed I.M. El Azab

In this work, a hybrid resin composite membrane was successfully synthesized from a phenyl epoxy/poly (vinyl pyrrolidone)/Fe3O4 resin composite and characterized using a scanning electron microscope (SEM). Performance characteristics such as concentration factor, the flow rate, and permeate flux of the synthesized hybrid resin membrane were investigated. The concertation factor was changed through the experiment from 1 to 1.6. The flow rate changed from 2.5 l/h at the beginning of the experiment to 1.05 l/h by the end of the experiment. The permeate flux was equal to 8.9 l/(m2h) at the beginning of the investigation. It was noticed that the permeate flux decreased over time to 3.76 l/(m2h). In addition, the hybrid resin composite membrane was efficiently used for treating petroleum-produced water (PPW) as an alternative to chemical scale inhibitors. The results showed that the proposed treatment system could successfully remove most scale-forming cations and anions from the PPW. Combining the new prepared resin with membrane could remove several cations and anions from OFPPW at rates ranging from 75% (for Strontium) to 97% (for Barium), while the Iron was 100% removed. Thus, the treated water effluent could be reused safely as injection water in the petroleum production process without concern for forming Barium sulfate and Dolomite scales in the used water.

本文成功地以苯基环氧树脂/聚乙烯基吡咯烷酮/Fe3O4树脂复合材料为原料合成了杂化树脂复合膜,并用扫描电镜(SEM)对其进行了表征。研究了合成的混合树脂膜的浓度因子、流速、渗透通量等性能。通过实验将浓度因子由1改变为1.6。流速由实验开始时的2.5 l/h变化到实验结束时的1.05 l/h。研究开始时,渗透通量为8.9 l/(m2h)。随着时间的推移,渗透通量逐渐降低至3.76 l/(m2h)。此外,混合树脂复合膜作为化学阻垢剂的替代品,可有效地用于处理石油采出水。结果表明,该处理系统可以成功地去除PPW中大部分形成结垢的阳离子和阴离子。将新制备的树脂与膜结合,可以去除OFPPW中的多种阳离子和阴离子,去除率从75%(锶)到97%(钡)不等,而铁的去除率为100%。因此,处理后的出水可以作为石油生产过程中的注入水安全回用,而不用担心在废水中形成硫酸钡和白云石鳞片。
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引用次数: 0
Triple aging of the RRA Al -Cu 2024 alloy and its impact on the mechanical and microstructure properties RRA Al -Cu 2024合金三次时效及其对力学性能和组织性能的影响
Q1 Earth and Planetary Sciences Pub Date : 2022-09-01 DOI: 10.1016/j.ejpe.2022.08.003
Y. Reda , H.M. Yehia , A.M. El-Shamy

The thermal–mechanical technique presented in this paper has been developed to increase the intensity and ductility of the Al-2024 alloy. As a result of standard solid solution treatment, cold rolling at room temperature, and imitation maturing at 175 °C for three hours. After aging, the Al 2024 alloy has ultimate and yield strengths at 469 MPa and 324 MPa, correspondingly. The microstructure and malleable features of an extruded Al 2024 alloying combination have been investigated in the manner of heat treatment T6. SEM, X-ray diffractometry, and optical microscopy were all used to examine the microstructure of the alloy under study. Aluminum Al 2024 alloy was established on the synthesis of rich copper intermetallic. There was a comparison of several mechanical properties since following the protrusion and heat treatment T6, researchers observed that A2024 had considerably enhanced tensile properties. Researchers found that the composite exhibits elongation of the decisive intensity and values of 381 MPa and 13.6 %, individually. An examination of the rupture exteriors of hot-squeeze-out composite specimens exposed that the malleable form of rupture predominates. Triple aging is the third aging process after the third heat treatment process, which takes place in either artificial or natural aging.

本文提出的热机械技术是为了提高Al-2024合金的强度和延展性而发展起来的。经过标准固溶处理,室温冷轧,175℃模拟成熟3小时。时效后,Al 2024合金的极限强度为469 MPa,屈服强度为324 MPa。采用T6热处理方法研究了挤压al2024合金组合的显微组织和可锻铸性。利用扫描电子显微镜、x射线衍射仪和光学显微镜对合金的微观组织进行了研究。在富铜金属间化合物合成的基础上建立了铝铝2024合金。通过对几种机械性能的比较,研究人员发现,经过T6的拉伸和热处理后,A2024的拉伸性能显著提高。研究人员发现,复合材料的延伸率具有决定性强度,分别为381 MPa和13.6%。对热挤压复合材料试样的断裂外观的检查表明,断裂的可锻形式占主导地位。三次时效是第三次热处理后的第三次时效过程,既可以人工时效,也可以自然时效。
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引用次数: 11
Investigation of a few oxazolone molecules as corrosion inhibitor for API5LX60 steel in 1N H2SO4 solution 几种恶唑酮类分子在1N H2SO4溶液中作为API5LX60钢缓蚀剂的研究
Q1 Earth and Planetary Sciences Pub Date : 2022-09-01 DOI: 10.1016/j.ejpe.2022.06.006
Parijat Burhagohain , Gitalee Sharma , Prankush Malla Bujarbaruah

Corrosion is recognized as a notable problem in oil sector where API5LX60 steel transmission pipelines are in frequent use. In this report, three oxazolone derivatives as potential corrosion inhibitors were investigated on API5LX60 graded carbon steel in 1N H2SO4 solution in stagnant conditions at concentrations 50–200 ppm. Gravimetric weight loss coupons and electrical resistance corrosion monitoring techniques performed on test samples showed inhibitory properties with best at 200 ppm inhibitor concentration. The results further revealed that the degree of inhibition was concentration dependent. Inhibitor I exhibited the highest inhibition efficiency of 90.70% at 200 ppm concentration. Statistical analysis using multiple linear regression model procreated high R2 value of 0.998 and p-value < 0.0001 asserting a smooth linear dependence of inhibitor efficiency on oxazolone concentration and weight loss of the steel. Again, surface analysis affirmed the formation of protective coating of inhibitor on steel surface. Furthermore, the oxazolone inhibitor adsorbed physically on the steel surface and obeyed the Langmuir isotherm which is evident from the linear correlation coefficient value of 0.9992.

在API5LX60钢输送管道频繁使用的石油行业,腐蚀被认为是一个值得注意的问题。在本报告中,研究了三种恶唑酮衍生物作为潜在的缓蚀剂,在浓度为50-200 ppm的1N H2SO4溶液中,在停滞条件下对API5LX60级碳钢进行了腐蚀研究。对测试样品进行的失重和电阻腐蚀监测技术显示,在200 ppm的抑制剂浓度下,抑制性能最好。结果进一步表明,抑制程度呈浓度依赖性。在200 ppm浓度下,抑制剂I的抑制率最高,为90.70%。采用多元线性回归模型进行统计分析,得到R2高值0.998,p值<0.0001表明抑制剂效率与恶唑酮浓度和钢的重量损失呈平滑的线性关系。再次,表面分析证实了缓蚀剂在钢表面形成了保护涂层。此外,恶唑酮类缓蚀剂在钢表面的物理吸附服从Langmuir等温线,线性相关系数为0.9992。
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引用次数: 2
Fire resistant and mechanical properties of bagasse packaging paper coated with hexachlorocyclodiphosph(V)azane/starch/NaHCO3/CaCO3/cellulose nanocrystals composite 六氯环二磷酸(V)氮烷/淀粉/NaHCO3/CaCO3/纤维素纳米晶复合涂层甘蔗渣包装纸的耐火性能及力学性能
Q1 Earth and Planetary Sciences Pub Date : 2022-09-01 DOI: 10.1016/j.ejpe.2022.07.001
A.A. Younis , S.A.A. Mohamed , M. El-Sakhawy

This work aimed to enhance the thermal and mechanical properties of bagasse paper by synthesizing new coatings to prevent bagasse paper from the ignition. Paper sheets were treated with 0.5 percent cychlodiphosph(V)azane/ CaCO3 solution (1.5 percent), 1.5 percent NaHCO3 solution, and CNCs mixed with 5.0percent of starch. Paper sheets were treated by immersing bagasse paper in a coating mixture. The paper sheets were then allowed to air dry at ambient temperature. It is important to measure the burning rate (BR) to give people a chance to decrease the loss. These enhancements were investigated using elongation and tensile strength, air permeability test, Fourier Transform Infrared (FTIR) spectroscopy, thermal gravimetric analysis (TGA), and combustion tests (UL/94 and LOI). So, the bagasse paper treatments can be used as packaging materials.

本工作旨在通过合成新的防止蔗渣纸着火的涂层来提高蔗渣纸的热性能和力学性能。纸张用0.5%的氮化环氯膦(V) / CaCO3溶液(1.5%)、1.5%的NaHCO3溶液和含有5.0%淀粉的cnc处理。将甘蔗渣纸浸泡在涂料混合物中处理纸张。然后让纸张在环境温度下风干。测量燃烧速率(BR)为人们减少损失提供了机会。通过伸长率和抗拉强度、透气性测试、傅里叶变换红外(FTIR)光谱、热重分析(TGA)和燃烧测试(UL/94和LOI)对这些增强进行了研究。因此,蔗渣纸处理后可作为包装材料。
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引用次数: 2
“Detection and characterization of fractures in the Eocene Thebes formation using conventional well logs in October field, Gulf of Suez, Egypt” 埃及苏伊士湾十月油田使用常规测井对始新世底比斯地层裂缝的探测和表征
Q1 Earth and Planetary Sciences Pub Date : 2022-09-01 DOI: 10.1016/j.ejpe.2022.06.001
M. Gamal , A.A. El-Araby , A.N. El-Barkooky , Alaa Hassan

Fractures are one of the most prevalent and important geological features in petroleum exploration and production, as they have a substantial impact as conduits for hydrocarbon flow and improve the overall permeability of the formation. Despite their necessity, detecting and characterizing natural fractures still represents a difficult challenge. This study provides a technique for detecting and characterizing naturally fractured reservoirs using conventional well logs in the Eocene Thebes Formation, October Field, Gulf of Suez. Especially as this technique is not applied widely in October Field or even in the Gulf of Suez. Most carbonate reservoirs are complex and heterogeneous; one of the reasons is their naturally fractured characteristics. These fractures can significantly affect reservoir behavior, performance, and production. Despite being the most commonly available data source, logs are rarely employed in a systematic way to have a complete quantitative analysis of naturally fractured reservoirs. Since the presence of fractures affects all well logs in one way or another. This study presents an integrated workflow for determining fracture presence potentiality by combining conventional well logs, thin sections, and other available data in absence of directly advanced logging technologies such as Formation MicroImager (FMI), Dipole Shear Image (DSI), and Borehole Televiewer (BHTV). This integrated workflow was very effective and useful in the evaluation of potential fractures' existence, reservoir characterization, and development. Finally, the results of this integrated workflow suggest a high probability of fracture existence and identification in Thebes Formation, confirming that integration between conventional logging and other available data is very precious, and has a good potential to be used in absence of direct advanced methods for fractured reservoir characterization. For further studies, core data and advanced logs would be beneficial for correlation, since they would provide a more accurate picture of the fracture parameters.

裂缝是石油勘探和生产中最普遍和最重要的地质特征之一,裂缝作为油气流动的通道,对提高地层的整体渗透率有着重要的影响。尽管有必要,但检测和表征天然裂缝仍然是一项艰巨的挑战。本研究为苏伊士湾十月油田始新统底比斯组常规测井提供了一种检测和表征天然裂缝储层的技术。特别是该技术在10月油田甚至苏伊士湾都没有广泛应用。大多数碳酸盐岩储层是复杂的非均质储层;其中一个原因是它们的天然裂缝特征。这些裂缝会显著影响储层的行为、性能和产量。尽管测井是最常用的数据来源,但很少被系统地用于对天然裂缝性储层进行完整的定量分析。因为裂缝的存在会以某种方式影响所有的测井曲线。该研究提出了一套综合工作流程,在没有地层微成像仪(FMI)、偶极子剪切成像(DSI)和井眼电视(BHTV)等先进测井技术的情况下,通过结合常规测井、薄片测井和其他可用数据,确定裂缝存在的可能性。这种综合工作流程在评估潜在裂缝的存在、储层特征和开发方面非常有效和有用。最后,该集成工作流的结果表明,底比斯组裂缝存在和识别的概率很高,证实了常规测井与其他可用数据的集成是非常宝贵的,并且在缺乏直接先进方法的情况下具有良好的潜力用于裂缝储层表征。对于进一步的研究,岩心数据和高级测井将有助于进行相关性分析,因为它们可以提供更准确的裂缝参数图。
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引用次数: 3
Synthesis and characterization of Schiff base ligand as a carrier and its application for construction of new Mn(II) sensors and their use in petroleum water samples 席夫碱配体载体的合成与表征及其在新型Mn(II)传感器中的应用及其在石油水样中的应用
Q1 Earth and Planetary Sciences Pub Date : 2022-09-01 DOI: 10.1016/j.ejpe.2022.06.005
Tamer Awad Ali , Gehad G. Mohamed

The ligand (PBABMDP: 2,2′-((1E,1′E)-(1,3-phenylene bis(azanylylidene)) bis(methanyly-lidene))-diphenol was synthesized in a reasonable yield from 2-hydroxybenzaldehyde and m-phenylenediamine and studied using IR, mass, and 1H NMR spectroscopy. PBABMDP has been used as a neutral carrier to make a new carbon paste (CPS) and screen-printed sensors (SPS) that are highly selective to Mn(II) ions. They revealed linear concentration ranges from 1.0 × 10-7 to 1.0 × 10-1 mol L-1 for CPS (sensor I) and from 3.7 × 10-8 to 1.0 × 10-1 mol L-1 for SPS (sensor II), respectively, with Nernstian slopes of 29.01 ± 0.97 and 29.96 ± 0.57 mV decade-1. For sensor I and sensor II, the detection limit, and the response time of the sensors were: 1.0 × 10-7 and 3.7 × 10-8 mol L-1 and 9 and 6 s, respectively. Without observe a divergence, the paste may be used for more than 95 or 182 days and the sensors can be used between 4.0 and 7.5 pH and 3.0 to 8.5 pH. For sensor I and II, the isotherm coefficient of the sensors was 0.000105 and 0.000168 V/oC. The proposed sensors were applied to the determination of Mn(II) ions in real petroleum water samples. The results achieved using this potentiometric method and those obtained with AAS were well agreed.

以2-羟基苯甲醛和间苯二胺为原料,以合理的产率合成了配体(PBABMDP: 2,2′-((1E, 1E))-(1,3-苯基双(azanylylidene)))-二(methanylidene))-二酚,并用红外光谱、质谱和1H NMR对其进行了研究。PBABMDP作为中性载体制备了对Mn(II)离子具有高选择性的新型碳糊(CPS)和丝网印刷传感器(SPS)。结果表明,CPS(传感器I)和SPS(传感器II)的线性浓度范围分别为1.0 × 10-7 ~ 1.0 × 10-1 mol L-1和3.7 × 10-8 ~ 1.0 × 10-1 mol L-1,其能氏斜率分别为29.01±0.97和29.96±0.57 mV - 10-1。传感器I和传感器II的检出限和响应时间分别为1.0 × 10-7和3.7 × 10-8 mol L-1和9和6 s。在不观察发散的情况下,膏体可以使用超过95或182天,传感器可以在4.0至7.5 pH和3.0至8.5 pH之间使用。对于传感器I和II,传感器的等温线系数分别为0.000105和0.000168 V/oC。将该传感器应用于实际石油水样中锰离子的测定。电位法测定结果与原子吸收光谱法测定结果吻合较好。
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引用次数: 2
Tetraalkylammonium and phosphonium salt for asphaltene dispersion; experimental studies on interaction mechanisms 沥青质分散用四烷基铵磷盐;相互作用机制的实验研究
Q1 Earth and Planetary Sciences Pub Date : 2022-09-01 DOI: 10.1016/j.ejpe.2022.07.004
Shirin Baghersaei , Babak Mokhtari , Nahid Pourreza , Bahram Soltani Soulgani

Asphaltenes deposition is one of the most severe problems in the petroleum industry, imposing high costs on oil producer companies. The use of chemical dispersants reduces the risk of asphaltene deposition. For this purpose, a variety of chemicals with different structures and functional groups were designed and synthesized. Organic quaternary salts, such as ionic liquids, have been widely used to control asphaltene deposition over the last two decades, but the mechanism of their interaction with asphaltene has not been studied in detail. In this study, the interaction of ten commercial quaternary ammonium and phosphonium salts with asphaltene molecules was investigated using ultraviolet-visible (UV-Vis) spectroscopy. It was observed that the size, shape, and hydrophobicity of their cations or anions play an essential role in the dispersion of asphaltene aggregations. The results showed that the interaction of these quaternary salts is strongly influenced by the hydrophobic nature of the salt, and salts with more hydrophobic cations and anions, such as tetrabutylammonium iodide, tetrabutylammonium hexafluorophosphate, and cetyltrimethylammonium bromide, can better disperse asphaltene aggregations. The results also revealed that the role of anions such as iodide, and hexafluorophosphate in the dispersion of asphaltene aggregates is more important than cations. In addition, the results showed that except for tetramethylammonium bromide, the efficiency of the salts was increased with increasing concentration.

沥青质沉积是石油工业中最严重的问题之一,给石油生产公司带来了高昂的成本。化学分散剂的使用降低了沥青质沉积的风险。为此,设计和合成了多种具有不同结构和官能团的化学物质。近二十年来,离子液体等有机季铵盐被广泛用于控制沥青质沉积,但其与沥青质相互作用的机理尚未得到详细研究。利用紫外-可见光谱研究了10种商品季铵盐和磷盐与沥青烯分子的相互作用。结果表明,沥青质聚合体的大小、形状和阳离子或阴离子的疏水性对沥青质聚合体的分散起着至关重要的作用。结果表明:四丁基碘化铵、六氟磷酸四丁基铵、十六烷基三甲基溴化铵等疏水阳离子和阴离子较多的盐能较好地分散沥青质聚集;结果还表明,阴离子如碘化物和六氟磷酸盐在沥青质聚集体分散中的作用比阳离子更重要。结果表明,除四甲基溴化铵外,各盐的效率随浓度的增加而增加。
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引用次数: 3
Evaluation of RSM and ANFIS modeling performance in fermentable sugar production from Enzymatic Hydrolysis Of Colocynthis vulgaris shrad seeds shell RSM和ANFIS模型对土豆泥籽壳酶解产糖的影响
Q1 Earth and Planetary Sciences Pub Date : 2022-09-01 DOI: 10.1016/j.ejpe.2022.06.002
Christopher Nnaemeka Igwilo , Callistus Nonso Ude , Maxwell Ikechukwu Onoh

This study is on the modeling of fermentable sugar production process; obtained by enzymatic hydrolysis of Colocynthis vulgaris Shrad seeds shell (CVSSS) using the response surface methodology (RSM) and adaptive neuro-fuzzy inference system (ANFIS). The sugar was hydrolysed from the CVSSS using Aspergillus Niger isolated from soil. The RSM and ANFIS models were evaluated by considering the hydrolysing temperature, time and pH as input variables, whereas the percentage yield of sugar was the response factor or the output factor. Four statistical error tasks were additionally, applied to relate the adequacy of the two models. The result showed that, fermentable sugar can be obtained from the CVSSS with A. niger as a biocatalyst. The ANFIS and RSM tools presented a nigh perfection, in predicting the yield of fermentable sugar from CVSSS with R squared value of 0.9986 and 0.9975, correspondingly. Additional statistical guides gave acceptance to ANFIS as a better predictive tool, in the enzymatic hydrolysis of CVSSS. Optimization result with ANFIS tool, presented an optimum hydrolysis efficiency of 60.65%.

本研究是关于发酵糖生产过程的建模;利用响应面法(RSM)和自适应神经模糊推理系统(ANFIS),对绿藻籽壳(CVSSS)进行酶解,得到了该酶解产物。利用从土壤中分离的黑曲霉水解CVSSS中的糖。以水解温度、时间和pH为输入变量,以糖得率为响应因子或输出因子,对RSM和ANFIS模型进行评价。另外,应用四个统计误差任务来关联两个模型的充分性。结果表明,以黑曲霉为生物催化剂,可从CVSSS中获得可发酵糖。ANFIS和RSM预测CVSSS发酵糖产量的R平方值分别为0.9986和0.9975,接近完美。另外的统计指南接受了ANFIS作为更好的预测工具,在CVSSS的酶解。ANFIS优化结果表明,最佳水解率为60.65%。
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引用次数: 0
The impact of process parameters on the responses of a diesel engine running on biodiesel-diesel blend: An optimization study 工艺参数对生物柴油-柴油混合燃料柴油机运行响应影响的优化研究
Q1 Earth and Planetary Sciences Pub Date : 2022-09-01 DOI: 10.1016/j.ejpe.2022.06.004
Sarah Oluwabunmi Bitire, Tien-Chien Jen

The study sought to investigate the combined impact of parsley biodiesel blend (PSB) proportion, engine speed, and load on diesel engine parameters. The obtained result revealed that an increase in the proportion of PSB blend as the load increases, led to a rise in brake thermal efficiency (BTE), oxides of nitrogen (NOx), and a decline in brake specific fuel consumption (BSFC), carbon monoxide (CO) and brake specific energy consumption (BSEC) but no interactive effect of both factors hydrocarbon (HC). Also, varying the engine speed and proportion of PSB blend declined BSFC, BSEC, HC, and NOx bur raised BTE and CO. A blend of 20.22%, engine speed of 1483.39 rpm, and engine load of 95.88% were the best variables for the tested engine to achieve better performance and reduced emission utilizing the desirability-based method. The projected values for BTE, BSFC, BSEC, CO, HC, and NOx responses were 20.61%, 0.32 kg/kWh, 6.14 MJ/kW, 0.08963%, 18.28 ppm, and 347.72 ppm respectively. Furthermore, for the tested engine, the engine speed was determined to be the most significant variable (with the most influence) when compared to the engine load and fuel blend. This study is beneficial to researchers and organizations working on improving engine performance and reduction of toxic emissions to the environment. The optimization study can also help overcome the high cost and lengthy experimental techniques.

该研究旨在调查香芹生物柴油混合物(PSB)比例、发动机转速和负载对柴油发动机参数的综合影响。结果表明,随着负载的增加,PSB混合料比例的增加,导致制动热效率(BTE)、氮氧化物(NOx)升高,制动比油耗(BSFC)、一氧化碳(CO)和制动比能耗(BSEC)下降,但两者之间没有交互作用。此外,改变发动机转速和比例的PSB混合燃料降低了BSFC、BSEC、HC和NOx,但提高了BTE和CO。使用基于期望的方法,混合燃料的20.22%、发动机转速1483.39 rpm和发动机负载95.88%是测试发动机获得更好性能和减少排放的最佳变量。BTE、BSFC、BSEC、CO、HC和NOx响应的预测值分别为20.61%、0.32 kg/kWh、6.14 MJ/kW、0.08963%、18.28 ppm和347.72 ppm。此外,对于测试的发动机,与发动机负载和燃料混合相比,确定发动机转速是最重要的变量(影响最大)。这项研究对致力于提高发动机性能和减少有毒排放物的研究人员和组织是有益的。优化研究也有助于克服高成本和冗长的实验技术。
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引用次数: 4
Comprehensive investigation and evaluation for the different multiphase flow correlations in gas wells 气井不同多相流相关性的综合调查与评价
Q1 Earth and Planetary Sciences Pub Date : 2022-09-01 DOI: 10.1016/j.ejpe.2022.06.003
Mohamed A. Abd El-Moniem , Noura Sudan , Ahmed H. El-Banbi

Gas production represents an important source of energy used in different industries. Accurate production forecast of gas wells helps in decision making and maximizing reserves.

Petroleum engineers model existing conditions of the fluid flow to help them in predicting wells’ future performance. The modeling of single-phase flow is considered the simplest case, but considering multiphase flow (oil, gas, and water) makes it more challenging.

We studied and evaluated the different multiphase flow correlations using two commercial software (A and B). A database of 537 bottom hole flowing pressure data points was used which covered 33 different flowing, well geometry, and tubing diameter conditions. 14 correlations were used from Software “A” and 26 correlations were used from Software “B” to calculate the pressure drop in the tubing for each case. The target was to determine the best correlation(s) for each case and establish guidelines to help petroleum engineers in selecting the best correlation when actual bottom-hole flowing pressure data is unavailable. We could determine the expected average percent error (APE) and average absolute percent error (AAPE) for each correlation for different flow conditions. Also, for different conditions, we calculated the different statistical parameters for the calculated pressure from each correlation including normalized root mean square error (NRMSE), coefficient of determination (R2), and the standard deviation (STD). We also created a map to show which software will give the lowest error for the different flow and well parameters. Then, a validation database was used to confirm the previously determined results using a new set of data. The results were validated with a percentage of 91% for Software “A” and 89% for Software “B”.

For both software programs, Gray’s correlation was found to be the best correlation for the entire database. It gives AAPE of 5.73% and 9.72% for software A and B, respectively.

This paper will help petroleum engineers select the best multiphase flow correlation(s) in different flow and well conditions. Also, it will give them guidance for the critical conditions which give a wide range of the calculated pressure drop using the different multiphase flow correlations.

天然气生产是不同行业使用的重要能源。准确的气井产量预测有助于决策和储量最大化。石油工程师对流体流动的现有条件进行建模,以帮助他们预测油井的未来动态。单相流的建模被认为是最简单的情况,但考虑多相流(油、气和水)使其更具挑战性。我们使用了两个商业软件(A和B)来研究和评估不同的多相流相关性,使用了537个井底流动压力数据点的数据库,涵盖了33种不同的流动、井形和油管直径条件。从软件“A”中使用了14个相关性,从软件“B”中使用了26个相关性来计算每种情况下油管中的压降。目标是确定每种情况下的最佳相关性,并建立指导方针,以帮助石油工程师在无法获得实际井底流动压力数据时选择最佳相关性。我们可以确定不同流量条件下每个相关性的预期平均百分比误差(APE)和平均绝对百分比误差(AAPE)。此外,在不同条件下,我们计算了各相关性计算压力的不同统计参数,包括归一化均方根误差(NRMSE)、决定系数(R2)和标准差(STD)。我们还制作了一张图,以显示哪种软件在不同的流量和井参数下误差最小。然后,使用验证数据库使用一组新数据来确认先前确定的结果。软件“a”和软件“B”的验证率分别为91%和89%。对于这两个软件程序,格雷的相关性被发现是整个数据库的最佳相关性。软件A和软件B的AAPE分别为5.73%和9.72%。本文将帮助石油工程师在不同的流量和井况下选择最佳的多相流相关系数。同时,对于使用不同的多相流关系式计算出的压降范围较大的临界条件,也将提供指导。
{"title":"Comprehensive investigation and evaluation for the different multiphase flow correlations in gas wells","authors":"Mohamed A. Abd El-Moniem ,&nbsp;Noura Sudan ,&nbsp;Ahmed H. El-Banbi","doi":"10.1016/j.ejpe.2022.06.003","DOIUrl":"10.1016/j.ejpe.2022.06.003","url":null,"abstract":"<div><p>Gas production represents an important source of energy used in different industries. Accurate production forecast of gas wells helps in decision making and maximizing reserves.</p><p>Petroleum engineers model existing conditions of the fluid flow to help them in predicting wells’ future performance. The modeling of single-phase flow is considered the simplest case, but considering multiphase flow (oil, gas, and water) makes it more challenging.</p><p>We studied and evaluated the different multiphase flow correlations using two commercial software (A and B). A database of 537 bottom hole flowing pressure data points was used which covered 33 different flowing, well geometry, and tubing diameter conditions. 14 correlations were used from Software “A” and 26 correlations were used from Software “B” to calculate the pressure drop in the tubing for each case. The target was to determine the best correlation(s) for each case and establish guidelines to help petroleum engineers in selecting the best correlation when actual bottom-hole flowing pressure data is unavailable. We could determine the expected average percent error (APE) and average absolute percent error (AAPE) for each correlation for different flow conditions. Also, for different conditions, we calculated the different statistical parameters for the calculated pressure from each correlation including normalized root mean square error (NRMSE), coefficient of determination (R<sup>2</sup>), and the standard deviation (STD). We also created a map to show which software will give the lowest error for the different flow and well parameters. Then, a validation database was used to confirm the previously determined results using a new set of data. The results were validated with a percentage of 91% for Software “A” and 89% for Software “B”.</p><p>For both software programs, Gray’s correlation was found to be the best correlation for the entire database. It gives AAPE of 5.73% and 9.72% for software A and B, respectively.</p><p>This paper will help petroleum engineers select the best multiphase flow correlation(s) in different flow and well conditions. Also, it will give them guidance for the critical conditions which give a wide range of the calculated pressure drop using the different multiphase flow correlations.</p></div>","PeriodicalId":11625,"journal":{"name":"Egyptian Journal of Petroleum","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1110062122000435/pdfft?md5=b3394f9aee124d02b2258325af6e0a5d&pid=1-s2.0-S1110062122000435-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42126224","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Egyptian Journal of Petroleum
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