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Prediction of Dispersed Phase Holdup in the Kühni Extraction Column Using a New Experimental Correlation and Artificial Neural Network 用新的实验关联和人工神经网络预测k<s:1> hni萃取柱中分散相含率
Pub Date : 2019-10-01 DOI: 10.22050/IJOGST.2018.143946.1472
M. Keshavarz, A. Ghaemi, M. Shirvani, Ebrahim Arab
In this work, the dispersed phase holdup in a Kuhni extraction column is predicted using intelligent methods and a new empirical correlation. Intelligent techniques, including multilayer perceptron and radial basis functions network are used in the prediction of the dispersed phase holdup. To design the network structure and train and test the networks, 174 sets of experimental data are used. The effects of rotor speed and the flow rates of the dispersed and continuous phases on the dispersed phase holdup are experimentally investigated, and then the artificial neural networks are designed. Performance evaluation criteria consisting of R2, RMSE, and AARE are used for the models. The RBF method with R2, RMSE, and AARE respectively equal to 0.9992, 0.0012, and 0.9795 is the best model. The results show that the RBF method well matches the experimental data with the lowest absolute percentage error (2.1917%). The rotor speed has the most significant effect on the dispersed phase holdup comparing to the flow rates of the continuous and dispersed phases.
在这项工作中,采用智能方法和新的经验相关性预测了库尼萃取柱中的分散相含率。采用多层感知器和径向基函数网络等智能技术对分散相持率进行预测。为了设计网络结构,训练和测试网络,使用了174组实验数据。实验研究了转子转速、分散相流量和连续相流量对分散相含率的影响,并设计了人工神经网络。模型的性能评价标准为R2、RMSE和AARE。RBF方法的最佳模型为R2 = 0.9992, RMSE = 0.0012, AARE = 0.9795。结果表明,RBF方法与实验数据吻合良好,绝对百分比误差最小(2.1917%)。与连续相和分散相的流量相比,转子转速对分散相含率的影响最为显著。
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引用次数: 0
Chemical Modification of Lignite and Investigation of its Properties in Controlling Fluid Loss of Oil Well Cement Slurries 褐煤化学改性及其控制油井水泥浆滤失性能的研究
Pub Date : 2019-10-01 DOI: 10.22050/IJOGST.2019.128036.1457
A. N. Kharat, A. Ghaffari
The aim of this research was to produce a convenient additive for enhancing the properties, especially the fluid loss, of oil well cement slurries. In this regard, a variety of drilling/cementing chemical additives known as fluid loss controllers were prepared through derivatization and chemical modification of lignite. Lignite-based graft copolymers were synthesized using different groups of acrylic monomers via aqueous the free radical polymerization method. Then, it was allowed to react with sulfomethylating agents to enhance its water solubility. Subsequently, a comparative sulfomethylated lignite was prepared and employed as the backbone in the free radical polymerization. ATR-FTIR and elemental analyses were performed to demonstrate the structures of the fluid loss controller and incorporated elements. The performance of these additives in improving the properties of oil well cement slurries was investigated through analyzing the quality of fluid loss controller in saline saturated slurries. Under similar desired well conditions, i.e. a compressive strength of 800-1100 psi, a thickening time of 400 minutes, and a viscosity of 25 cP, a fluid loss below 130 ml API was obtained. The best standard performance was assigned to the cement slurry which employed sulfomethylated lignite graft copolymer.
本研究的目的是生产一种方便的添加剂,以提高油井水泥浆的性能,特别是滤失性。在这方面,通过褐煤衍生化和化学改性制备了各种称为失滤剂的钻井/固井化学添加剂。以不同基团的丙烯酸单体为原料,采用水溶液自由基聚合法制备了木质素基接枝共聚物。然后,允许它与硫甲基化剂反应,以提高其水溶性。随后,制备了硫甲基化褐煤,并将其作为自由基聚合的骨架。采用ATR-FTIR和元素分析对滤失器的结构和所含元素进行了分析。通过对含盐饱和水泥浆降滤失剂质量的分析,探讨了这些添加剂在改善油井水泥浆性能方面的作用。在类似的井条件下,即抗压强度为800-1100 psi,增稠时间为400分钟,粘度为25 cP,获得了低于130 ml API的失液。采用硫甲基化褐煤接枝共聚物的水泥浆的标准性能最好。
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引用次数: 0
Chemometrics-enhanced Classification of Source Rock Samples Using their Bulk Geochemical Data: Southern Persian Gulf Basin 利用大量地球化学数据对烃源岩样品进行化学计量学强化分类:波斯湾南部盆地
Pub Date : 2019-10-01 DOI: 10.22050/IJOGST.2019.142950.1469
M. Alipour, B. Alizadeh, S. Ramos, B. Khani, S. Mirzaie
Chemometric methods can enhance geochemical interpretations, especially when working with large datasets. With this aim, exploratory hierarchical cluster analysis (HCA) and principal component analysis (PCA) methods are used herein to study the bulk pyrolysis parameters of 534 samples from the Persian Gulf basin. These methods are powerful techniques for identifying the patterns of variations in multivariate datasets and reducing their dimensionality. By adopting a “divide-and-conquer” approach, the existing dataset could be separated into sample groupings at family and subfamily levels. The geochemical characteristics of each category were defined based on loadings and scores plots. This procedure greatly assisted the identification of key source rock levels in the stratigraphic column of the study area and highlighted the future research needs for source rock analysis in the Persian Gulf basin.
化学计量学方法可以增强地球化学解释,特别是在处理大型数据集时。为此,本文采用探索性层次聚类分析(HCA)和主成分分析(PCA)方法对波斯湾盆地534份样品的整体热解参数进行了研究。这些方法是识别多变量数据集的变化模式并降低其维数的强大技术。通过采用“分而治之”的方法,现有的数据集可以在科和亚科水平上被分成样本组。根据载荷图和分数图确定了各类型的地球化学特征。该方法为研究区地层柱中关键烃源岩层位的确定提供了重要帮助,突出了未来波斯湾盆地烃源岩分析的研究需求。
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引用次数: 2
Foam Application in Fractured Carbonate Reservoirs: A Simulation Study 泡沫在裂缝性碳酸盐岩储层中的应用:模拟研究
Pub Date : 2019-10-01 DOI: 10.22050/IJOGST.2019.147229.1476
Ahmed Zoeir, M. Chahardowli, M. Simjoo
Fractured carbonate reservoirs account for 25% of world’s total oil resources and for 90% of Iranian oil reserves. Since calcite and dolomite minerals are oil wet, gas oil gravity drainage (GOGD) is known as the most influencing production mechanism. The most important issue within gas injection into fractured media is the channeling problem which makes the efficiency of gas injection process extremely low. As a solution, foam is used to change the mobility ratio, to increase volumetric sweep efficiency, and to overcome the fingering problem. In this work, we inspected three main influencing mechanisms that affect oil extraction from matrix, namely foam/oil gravity drainage, viscous pressure drop  due to foam flow in fractures, and foaming agent diffusion from fractures into the matrixes. Foam injection simulations were performed using CMG STARS 2015, on a single matrix unit model and on some vertical cross section models. A number of sensitivity analyses were performed on foam strength, injection rate, fracture and matrix properties, matrix heights, and the initial oil saturation within matrixes. The results show that the roles of the mass transfer of the foaming agent and viscous pressure drop  are significant, especially when matrix average heights are small. Moreover, the mechanism for viscous pressure drop  remains unchanged, which continues to aid oil extraction from matrixes while the other two mechanisms weaken with time.
裂缝性碳酸盐岩储层占世界总石油资源的25%,占伊朗石油储量的90%。由于方解石和白云岩矿物具有油湿性,因此油气重力泄放(GOGD)是影响最大的生产机理。裂缝介质注气过程中最重要的问题是窜流问题,这使得注气过程的效率极低。作为一种解决方案,使用泡沫来改变流动性比,提高体积扫描效率,并克服指指问题。在这项工作中,我们考察了影响基质采油的三种主要机制,即泡沫/油重力泄油、裂缝中泡沫流动引起的粘性压降以及发泡剂从裂缝扩散到基质中。使用CMG STARS 2015对单矩阵单元模型和一些垂直截面模型进行了泡沫注入模拟。对泡沫强度、注入速率、裂缝和基质特性、基质高度以及基质内的初始含油饱和度进行了一系列敏感性分析。结果表明:发泡剂的传质和粘性压降对泡沫的影响较大,特别是在基质平均高度较小时;此外,粘性压降机制保持不变,继续有助于从基质中提取石油,而其他两种机制随着时间的推移而减弱。
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引用次数: 2
An Evaluation of Rock Integrity and Fault Reactivation in the Cap Rock and Reservoir Rock Due to Pressure Variations 压力变化对盖层和储层岩石完整性及断层活化的影响
Pub Date : 2019-07-01 DOI: 10.22050/IJOGST.2019.136347.1462
M. Abdideh, Yaghob Hamid
Cap rocks are dams which can prevent the upward movement of hydrocarbons. They have disparities and weaknesses including discontinuities, crushed areas, and faults. Gas injection is an effective mechanism for oil recovery and pore pressure. With increasing pore pressure, normal stress is reduced, and the integrity of impermeable boundaries (cap rock, fault, etc.) becomes instable. A successful strategy for reservoir development is the inevitable necessity of conducting geomechanical studies and modeling the reservoir. The construction of a comprehensive geomechanical model, including the stress state is a function of depth (direction and amount), physical properties of the reservoir rock and its formations (rock resistance and elastic moduli), pore pressure estimation, and description and distribution of fractures and faults. In this work, analytical and numerical methods have been used in geomechanical modeling, and the data used for modeling and petrophysical information are downhole tests. The geomechanical modeling of gas injection into the reservoir and, simultaneously, the operation of Asmari reservoir and Marun oilfield cap rock in the southwest of Iran were carried out. The threshold of reactivating faults and the critical pressure of induced fracture were calculated, and the results were presented as analytical and numerical models. Moreover, in addition to analyzing the stress field at depths, the resistance parameters of the formations were determined. The results showed that the most changes and instabilities were around the wellheads, fractures, and the edges of the field.
盖层是阻止碳氢化合物向上运移的堤坝。它们有差异和弱点,包括不连续、破碎区域和断层。注气是提高原油采收率和孔隙压力的有效机制。随着孔隙压力的增大,正应力减小,不透水边界(盖层、断层等)的完整性变得不稳定。对储层进行地质力学研究和建模是油藏开发的必然要求。综合地质力学模型的建立,包括应力状态是深度(方向和数量)、储层岩石及其地层物理性质(岩石阻力和弹性模量)、孔隙压力估算以及裂缝和断层的描述和分布的函数。在这项工作中,分析和数值方法被用于地质力学建模,用于建模和岩石物理信息的数据是井下测试。对伊朗西南部Asmari油藏和Marun油田盖层进行了注气地质力学建模,并进行了相应的操作。计算了断层恢复阈值和诱发断裂的临界压力,并将计算结果以解析模型和数值模型的形式呈现。此外,除了分析深层应力场外,还确定了地层的阻力参数。结果表明,井口、裂缝和油田边缘的变化和不稳定性最大。
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引用次数: 0
Improving water-oil relative permeability parameters using new synthesized calcium oxide and commercial silica nanofluids 利用新合成的氧化钙和工业二氧化硅纳米流体改善水-油相对渗透率参数
Pub Date : 2019-07-01 DOI: 10.22050/IJOGST.2019.146641.1473
Y. Ahmadi, B. Aminshahidy
This paper addressed the application of new hydrophobic synthesized calcium oxide (CaO) and silicon dioxide (SiO2) nanofluids to low permeability carbonate porous media. Crude oil and plugs were selected from one of oil reservoirs in the west of Iran. The main goal of this paper is comparing the results of improving water-oil relative permeability parameters in low permeability plugs of carbonate cores in the presence of new synthesized CaO and SiO2 nanofluids. All the experiments were performed at a temperature of 40 °C and at a nanoparticle concentration of 45 ppm. The experimental approaches were designed into two main steps: 1) the effects of both nanoparticles on the changes in interfacial tension (between oil and brine) and oil viscosity 2) the effects of both nanoparticles on wettability (qualitatively) and relative permeability parameters. SiO2 and CaO decreased interfacial tension from 46.414 mN/m to 41.772 mN/m and 32.860 mN/m respectively. Moreover, SiO2 and CaO decreased oil viscosity from 9.90 cP to 8.61 cP and 8.01 cP respectively. Based on the obtained results in the core flood experiments, although CaO and SiO2 nanofluids decreased effective water permeability, effective oil permeability and ultimate oil recovery increased. Moreover, it was seen that the CaO nanofluid improved oil flow in carbonate cores more than the commercial SiO2 flooding. Finally, it was seen that both nanoparticles change the wettability from oil-wet to water-wet (qualitatively).
研究了新型疏水合成氧化钙(CaO)和二氧化硅(SiO2)纳米流体在低渗透碳酸盐多孔介质中的应用。原油和桥塞是从伊朗西部的一个油藏中选择的。本文的主要目的是比较新合成的CaO和SiO2纳米流体对碳酸盐岩心低渗透桥塞中水-油相对渗透率参数的改善效果。所有实验均在温度为40℃,纳米颗粒浓度为45 ppm的条件下进行。实验方法设计分为两个主要步骤:1)两种纳米颗粒对界面张力(油与盐水之间)和油粘度变化的影响;2)两种纳米颗粒对润湿性(定性)和相对渗透率参数的影响。SiO2和CaO使界面张力分别从46.414 mN/m降低到41.772 mN/m和32.860 mN/m。SiO2和CaO分别使原油粘度从9.90 cP降至8.61 cP和8.01 cP。岩心驱油实验结果表明,CaO和SiO2纳米流体虽然降低了有效渗透率,但提高了有效渗透率和最终采收率。此外,对比商业SiO2驱油,CaO纳米流体对碳酸盐岩心油流的改善效果更明显。最后,观察到两种纳米颗粒都将润湿性从油湿性转变为水湿性(定性)。
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引用次数: 12
An Analytical Solution for One-dimensional Horizontal Imbibition in a Cocurrent Flow 共流中一维水平吸积的解析解
Pub Date : 2019-07-01 DOI: 10.22050/IJOGST.2018.118644.1434
Iman Jafari, M. Masihi, Masoud Nasiri Zarandi
Cocurrent spontaneous imbibition (COCSI) of an aqueous phase into matrix blocks arising from capillary forces is an important mechanism for petroleum recovery from fractured petroleum reservoirs. In this work, the modeling of countercurrent imbibition is used to develop the appropriate scaling equations. Considering the imbibition process and the water and oil movement respectively as the wet phase and the non-wet phase in a block saturated by oil and surrounded by two vertical fractures full of water, a differential equation having partial and nonlinear derivatives is introduced using Darcy and mass balance equations. On the other hand, as there is no analytical solution for this equation, a new equation is introduced by considering the different intervals of the wet and non-wet phase viscosity and by selecting the best suitable functions for relative permeability and capillary pressure. Considering the boundary conditions governing the countercurrent imbibition, an analytical solution (equation) is developed. Finally, the developed equation is validated. The results of this research can be very important for a better understanding of the imbibition process and the water and oil movement in the fractured environments.
在毛细管力作用下,水相对基质块体的同时自发渗吸(COCSI)是裂缝性油藏采油的重要机理。在这项工作中,利用逆流渗吸的模型来建立适当的结垢方程。考虑油饱和块体中水和油的吸胀过程分别为湿相和非湿相,利用达西方程和质量平衡方程建立了具有偏导数和非线性导数的微分方程。另一方面,由于该方程没有解析解,考虑湿相和非湿相粘度的不同区间,选择最合适的相对渗透率和毛管压力函数,引入了新的方程。考虑控制逆流吸吸的边界条件,建立了解析解(方程)。最后,对所建立的方程进行了验证。该研究结果对于更好地理解裂缝环境中的吸胀过程和油水运动具有重要意义。
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引用次数: 0
The Selection of Amine Solvent in Gas Treating Process Considering Physical and Process Criteria Using Multiple Criteria Decision-making Techniques: A Case Study of Ilam Gas Treating Company 考虑物理标准和工艺标准的多准则决策技术在气体处理过程中胺类溶剂的选择——以伊拉姆气体处理公司为例
Pub Date : 2019-07-01 DOI: 10.22050/IJOGST.2017.93209.1396
M. Seidi, Mohsen Khezeli, B. Bayati, E. Najafi
In the current work, a framework is presented for amine solvent selection in gas treating process. Since the appropriate decision making in this field affects the capital and operational costs, multi attribute decision making (MADM) techniques were used to rank alternatives. The determination of criteria and alternatives is the most important aspect in the MADM. Criteria were divided into two categories, namely physical and process, and twelve physical indexes and nine process indexes were detected. Mono-ethanol amine (MEA), di-glycol amine (DGA), di-ethanol amine (DEA), di-isopropanol amine (DIPA), and methyl di-ethanol amine (MDEA) are intended as alternatives. The importance of the criteria was expressed by weights, and the weights were determined by the analytic hierarchy process (AHP) method. The traditional Technique for Order Preferences by Similarity to an Ideal Solution (TOPSIS) method was applied to the physical criteria with crisp data. The modified interval TOPSIS technique was used to study the process criteria with interval data. The data of the criteria and alternatives were collected from Ilam Gas Treating Company, and the solution for sour gas sweetening was ranked by the proposed approach. Based on our computations, MDEA was defined as the best amine solvent with an average ranking of 1.5.
本文提出了气体处理过程中胺类溶剂选择的框架。由于该领域的适当决策会影响资金和运营成本,因此采用多属性决策(MADM)技术对备选方案进行排序。确定标准和备选方案是MADM中最重要的方面。标准分为物理指标和过程指标两大类,共检测12项物理指标和9项过程指标。单乙醇胺(MEA),二甘醇胺(DGA),二乙醇胺(DEA),二异丙醇胺(DIPA)和甲基二乙醇胺(MDEA)被用作替代品。用权重来表示各指标的重要程度,并用层次分析法确定各指标的权重。将传统的TOPSIS (Order Preferences by Similarity to a Ideal Solution)方法应用于具有清晰数据的物理标准。采用改进的区间TOPSIS技术对区间数据的工艺准则进行了研究。从Ilam气体处理公司收集了标准和替代方案的数据,并根据所提出的方法对含硫气体脱硫方案进行了排序。根据我们的计算,确定MDEA为最佳的胺类溶剂,平均排名为1.5。
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引用次数: 1
An Experimental Study on the Operating Parameters of Ultrasound-assisted Oxidative Desulfurization 超声辅助氧化脱硫操作参数的实验研究
Pub Date : 2019-07-01 DOI: 10.22050/IJOGST.2019.171123.1492
S. L. Ebrahimi, M. Khosravi-Nikou, S. Hashemabadi
In this research, the effects of important parameters, including the molar ratio of acetic acid to sulfur(S) , sonication time, temperature, and hydrogen the molar ratio of peroxide to sulfur on the performance of ultrasound-assisted oxidative desulfurization were studied using the response surface method (RSM). To this end, a model fuel containing n-decane and dibenzothiophene at a concentration of 1000 ppm was used. It was found out that the temperature and acetic acid/S molar ratio were the most influencing parameters affecting the conversion of sulfur compound. The synergistic effects of the parameters were also investigated, and it was discovered that the maximum conversion of dibenzothiophene reached 98.59% when H2O2/S, acetic acid/S, temperature, and sonication time were set to 167, 330, 80 °C, and 30 min respectively. Finally, the apparent kinetics of dibenzothiophene oxidation and the activation energy of reaction were presented.
本研究采用响应面法(RSM)研究了乙酸与硫的摩尔比(S)、超声时间、温度、过氧化氢与硫的摩尔比等重要参数对超声辅助氧化脱硫性能的影响。为此,使用了含有浓度为1000ppm的正癸烷和二苯并噻吩的模型燃料。结果表明,温度和乙酸硫摩尔比是影响硫化合物转化的主要参数。考察了各参数的协同效应,发现H2O2/S、乙酸/S、温度、超声时间分别为167、330、80℃和30 min时,二苯并噻吩的最大转化率达到98.59%。最后给出了二苯并噻吩氧化反应的表观动力学和反应活化能。
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引用次数: 5
Investigating the Solubility of CO2 in the Solution of Aqueous K2CO3 Using Wilson-NRF Model 用Wilson-NRF模型研究CO2在K2CO3水溶液中的溶解度
Pub Date : 2019-07-01 DOI: 10.22050/IJOGST.2018.122093.1443
R. Moradi, S. Mazloumi
Hot potassium carbonate (PC) solution in comparison with amine solution had a decreased energy of regeneration and a high chemical solubility of . To present vapor and liquid equation (VLE) of this system and predict  solubility, the ion specific non-electrolyte Wilson-NRF local composition model (isNWN) was used in this study; the framework of this model was molecular. Therefore, it was suitable for both electrolyte and non-electrolyte solutions. The present research employed the NWN model and the Pitzer-Debye-Huckel theory in order to assess the contribution of the excess Gibbs energy of electrolyte solutions in a short and long range. The data of  solubility in water and the system of aqueous  were correlated in the model considering a temperature range of  and a pressure range of and . The average absolute error of ( ) and ( ) systems were  and  respectively. The results and comparisons with other models proved that the experimental data were exactly correlated in the model.
与胺溶液相比,热碳酸钾(PC)溶液具有较低的再生能量和较高的化学溶解度。为了得到该体系的汽液方程(VLE)并预测其溶解度,本研究采用了离子特异性非电解质Wilson-NRF局部组成模型(isNWN);这个模型的框架是分子的。因此,它适用于电解质和非电解质溶液。本研究采用NWN模型和Pitzer-Debye-Huckel理论来评估电解液溶液在短期和长期的过量吉布斯能的贡献。在考虑温度范围和压力范围的情况下,模型中溶解度和水溶液体系的数据相互关联。()和()系统的平均绝对误差分别为和。实验结果及与其他模型的比较表明,该模型的实验数据是完全相关的。
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引用次数: 0
期刊
Iranian Journal of Oil and Gas Science and Technology
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