首页 > 最新文献

Journal of Petroleum Science and Engineering最新文献

英文 中文
Dynamic effect of gas initial desorption in coals with different moisture contents and energy-controlling mechanism for outburst prevention of water injection in coal seams 不同含水量煤中瓦斯初始解吸的动态效应及煤层注水防突能量控制机理
2区 工程技术 Q1 Earth and Planetary Sciences Pub Date : 2023-01-01 Epub Date: 2022-11-20 DOI: 10.1016/j.petrol.2022.111270
Chaojie Wang , Xiaowei Li , Lutan Liu , Zexiang Tang , Changhang Xu

In view of the continuous occurrence of coal and gas outbursts (hereafter as ‘outbursts’), and the dynamic behavior and quantitative mechanism of water injection in coal seams preventing outbursts are not still unclear. In the study, the characterization of mechanical action and expansion energy release of gas initial desorption (GID) in coals with different moisture contents is revealed to clarify the influence of moisture on gas dynamic effect in coals. The results show that during the GID of gas-containing coals, the increased moisture content will decrease the pressure and momentum of gas from coals significantly. And the gas pressure reduction rate shows an increasing trend, with the decreasing reduction rate of gas momentum. Therefore, the ability of gas damaging coals with high moisture contents is weakened by reducing the degree of pressure-induced mechanical action on the coal surface and the impact intensity on the cracks in coals. Meanwhile, the gas-released cumulative expansion energy from the coals is significantly reduced, with the decreasing increase rate of the gas energy. Therefrom, the moisture in the coal masses synthetically weakens the dual effects of pressure attribute and expansion effect of gas decreasing the damage ability of gas to coals, which can prevent the further development of outburst preparation process. It is concluded that the correlation between moisture content and the initial expansion energy of released gas is linearly and negatively correlated. For moisture content with the every 1% increase in coal masses of Xuehu Coal Mine, the energy decreases by about 11% on average. Accordingly, the quantitative water injection in coal mining face is carried out to eliminate the local abnormal zone containing gas.

鉴于煤和瓦斯突出(以下简称“突出”)的持续发生,煤层注水预防突出的动态行为和定量机制尚不清楚。本研究揭示了不同含水量煤中气体初始解吸(GID)的力学作用和膨胀能释放特征,以阐明水分对煤中气体动力学效应的影响。结果表明,在含气煤的GID过程中,含水量的增加会显著降低煤中气体的压力和动量。随着气体动量降低率的降低,气体压力降低率呈上升趋势。因此,通过降低压力对煤表面的机械作用程度和对煤中裂纹的冲击强度,削弱了高水分煤的瓦斯破坏能力。同时,随着气体能量增长率的降低,煤中释放的气体累积膨胀能显著降低。因此,煤体中的水分综合削弱了瓦斯压力属性和膨胀效应的双重作用,降低了瓦斯对煤的破坏能力,从而阻止了突出准备过程的进一步发展。结果表明,水分含量与释放气体的初始膨胀能呈线性负相关。薛湖煤矿煤体含水率每增加1%,能量平均下降11%左右。为此,对采煤工作面进行了定量注水,以消除局部含气异常带。
{"title":"Dynamic effect of gas initial desorption in coals with different moisture contents and energy-controlling mechanism for outburst prevention of water injection in coal seams","authors":"Chaojie Wang ,&nbsp;Xiaowei Li ,&nbsp;Lutan Liu ,&nbsp;Zexiang Tang ,&nbsp;Changhang Xu","doi":"10.1016/j.petrol.2022.111270","DOIUrl":"https://doi.org/10.1016/j.petrol.2022.111270","url":null,"abstract":"<div><p><span>In view of the continuous occurrence of coal and gas outbursts (hereafter as ‘outbursts’), and the dynamic behavior and quantitative mechanism of water injection in </span>coal seams<span> preventing outbursts are not still unclear. In the study, the characterization of mechanical action and expansion energy release of gas initial desorption (GID) in coals with different moisture contents is revealed to clarify the influence of moisture on gas dynamic effect in coals. The results show that during the GID of gas-containing coals, the increased moisture content will decrease the pressure and momentum of gas from coals significantly. And the gas pressure reduction rate shows an increasing trend, with the decreasing reduction rate of gas momentum. Therefore, the ability of gas damaging coals with high moisture contents is weakened by reducing the degree of pressure-induced mechanical action on the coal surface and the impact intensity on the cracks in coals. Meanwhile, the gas-released cumulative expansion energy from the coals is significantly reduced, with the decreasing increase rate of the gas energy. Therefrom, the moisture in the coal masses synthetically weakens the dual effects of pressure attribute and expansion effect of gas decreasing the damage ability of gas to coals, which can prevent the further development of outburst preparation process. It is concluded that the correlation between moisture content and the initial expansion energy of released gas is linearly and negatively correlated. For moisture content with the every 1% increase in coal masses of Xuehu Coal Mine, the energy decreases by about 11% on average. Accordingly, the quantitative water injection in coal mining face is carried out to eliminate the local abnormal zone containing gas.</span></p></div>","PeriodicalId":16717,"journal":{"name":"Journal of Petroleum Science and Engineering","volume":"220 ","pages":"Article 111270"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50185990","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Field-scale simulation of gas hydrate dissociation behavior in multilayered sediments under different depressurization conditions 不同降压条件下多层沉积物中天然气水合物离解行为的场尺度模拟
2区 工程技术 Q1 Earth and Planetary Sciences Pub Date : 2023-01-01 Epub Date: 2022-11-09 DOI: 10.1016/j.petrol.2022.111221
Seo-Yoon Moon , Hyo-Jin Shin , Jong-Se Lim

When a gas hydrate reservoir is depressurized for gas production, the production tendency and dissociation behavior may differ depending on conditions such as the bottom hole pressure and depressurization rate. Gas hydrate dissociation is a complex process that involves the transfer of materials and heat, and on-site analysis based on laboratory-scale results is critical. In the present study, a field-scale numerical analysis was performed to reflect the conditions of the Ulleung Basin in the East Sea of Korea. The dissociation behavior, which varies depending on the conditions in the gas hydrate-bearing sediment, was analyzed under various conditions of bottom hole pressure and depressurization rate. This study also identified the effects of depressurization conditions on gas hydrate saturation. As the bottom hole pressure decreased and the depressurization rate increased, the production rate and cumulative production of gas and water increased, and the radius of the pressure propagation effect at the beginning of production increased. In sediments with a gas hydrate saturation of ≥70%, the pressure propagation was unstable and the dissociation rate was low. These results can serve as preliminary data for the field production of gas hydrates in the Ulleung Basin.

当天然气水合物储层降压以生产天然气时,生产趋势和离解行为可能因井底压力和降压速率等条件而异。天然气水合物离解是一个涉及材料和热量传递的复杂过程,基于实验室规模结果的现场分析至关重要。在本研究中,对朝鲜东海乌梁盆地的情况进行了野外数值分析。分析了在不同井底压力和减压速率条件下,含天然气水合物沉积物中的离解行为,该行为随条件的不同而变化。该研究还确定了减压条件对天然气水合物饱和度的影响。随着井底压力的降低和降压速率的增加,气水的生产速率和累计产量增加,生产初期压力传播效应的半径增加。在天然气水合物饱和度≥70%的沉积物中,压力传播不稳定,离解率低。这些结果可作为乌梁盆地天然气水合物现场生产的初步数据。
{"title":"Field-scale simulation of gas hydrate dissociation behavior in multilayered sediments under different depressurization conditions","authors":"Seo-Yoon Moon ,&nbsp;Hyo-Jin Shin ,&nbsp;Jong-Se Lim","doi":"10.1016/j.petrol.2022.111221","DOIUrl":"10.1016/j.petrol.2022.111221","url":null,"abstract":"<div><p><span><span>When a gas hydrate<span> reservoir is depressurized for gas production, the production tendency and dissociation behavior may differ depending on conditions such as the bottom hole pressure and </span></span>depressurization rate. Gas hydrate dissociation is a complex process that involves the transfer of materials and heat, and on-site analysis based on laboratory-scale results is critical. In the present study, a field-scale numerical analysis was performed to reflect the conditions of the Ulleung Basin in the East Sea of </span>Korea. The dissociation behavior, which varies depending on the conditions in the gas hydrate-bearing sediment, was analyzed under various conditions of bottom hole pressure and depressurization rate. This study also identified the effects of depressurization conditions on gas hydrate saturation. As the bottom hole pressure decreased and the depressurization rate increased, the production rate and cumulative production of gas and water increased, and the radius of the pressure propagation effect at the beginning of production increased. In sediments with a gas hydrate saturation of ≥70%, the pressure propagation was unstable and the dissociation rate was low. These results can serve as preliminary data for the field production of gas hydrates in the Ulleung Basin.</p></div>","PeriodicalId":16717,"journal":{"name":"Journal of Petroleum Science and Engineering","volume":"220 ","pages":"Article 111221"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45290303","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Mechanical formation damage control in permeability Biot’s effective stress-sensitive oil reservoirs with source/sink term 利用源/汇项控制渗透率Biot有效应力敏感油藏的机械地层损害
2区 工程技术 Q1 Earth and Planetary Sciences Pub Date : 2023-01-01 Epub Date: 2022-11-09 DOI: 10.1016/j.petrol.2022.111180
Fernando Bastos Fernandes , Arthur Martins Barbosa Braga , Antônio Luiz S. de Souza , Antônio Cláudio Soares

Geomechanical effects monitoring on reservoir rock and fluid properties response during the oil production curve are essential to improve oil recovery in a petroleum field. Incorporating geomechanics to flow models become the mathematical formulation regarding well-test and reservoir engineering more realistic because geomechanical parameters, e.g., in situ and overburden stress, as well as Biot’s coefficient, play a fundamental role in pressure response. Hence, permeability stress-sensitive oil reservoirs are the scope of various research in the petroleum industry for minimizing formation damage during drilling, completion, and stimulation operations. In this context, mechanical formation damage control plays a key role in preventing early-permeability loss that may result in reservoir compaction and oil field disinvestments. This work develops a new analytical solution for the nonlinear hydraulic diffusivity equation (NHDE) with instantaneous point-source/sink effects in permeability effective stress-sensitive oil reservoirs. The proposed model considers Biot’s effective stress change in the permeability response, and a new deviation factor is derived from comparing the nonlinear effect concerning the constant permeability classical solution and a decoupled case available in the literature. The calibration methodology is performed using a numerical simulator named IMEX®, widely used in formation evaluation works, and the results presented high convergence. The findings of this study allowed us to notice the role of overburden stress, oil flow rate, deviation factor, and Biot’s coefficient in permeability change during production in the diagnostic plots. Thereby, the modeling developed in this paper becomes a useful and attractive tool for predicting and monitoring permeability loss, oil flow rate specification, and reservoir history matching.

在采油曲线期间监测储层岩石的地质力学效应和流体性质响应对于提高油田的采收率至关重要。将地质力学与渗流模型相结合成为试井和油藏工程的数学公式,因为地质力学参数,如原位应力和覆盖层应力,以及Biot系数,在压力响应中发挥着根本作用,因此更为现实。因此,渗透性应力敏感油藏是石油工业中各种研究的范围,目的是在钻井、完井和增产作业中最大限度地减少地层损害。在这种情况下,机械地层损害控制在防止早期渗透率损失方面发挥着关键作用,早期渗透率损失可能导致储层压实和油田投资减少。本文为渗透率有效应力敏感油藏中具有瞬时点源/汇效应的非线性水力扩散方程(NHDE)提供了一种新的解析解。该模型考虑了渗透率响应中的Biot有效应力变化,并通过比较常渗透率经典解的非线性效应和文献中的解耦情况,导出了一个新的偏差因子。校准方法是使用名为IMEX®的数值模拟器执行的,该模拟器广泛用于地层评估工作,结果具有高度收敛性。这项研究的结果使我们能够在诊断图中注意到覆盖层应力、石油流速、偏差因子和Biot系数在生产过程中渗透率变化中的作用。因此,本文开发的模型成为预测和监测渗透率损失、石油流量规范和储层历史匹配的有用和有吸引力的工具。
{"title":"Mechanical formation damage control in permeability Biot’s effective stress-sensitive oil reservoirs with source/sink term","authors":"Fernando Bastos Fernandes ,&nbsp;Arthur Martins Barbosa Braga ,&nbsp;Antônio Luiz S. de Souza ,&nbsp;Antônio Cláudio Soares","doi":"10.1016/j.petrol.2022.111180","DOIUrl":"https://doi.org/10.1016/j.petrol.2022.111180","url":null,"abstract":"<div><p><span>Geomechanical effects monitoring on reservoir rock and fluid properties response during the oil production curve are essential to improve oil recovery in a petroleum field. Incorporating geomechanics to flow models become the mathematical formulation regarding well-test and </span>reservoir engineering<span><span> more realistic because geomechanical parameters, e.g., in situ and overburden stress<span>, as well as Biot’s coefficient, play a fundamental role in pressure response. Hence, permeability stress-sensitive oil reservoirs are the scope of various research in the petroleum industry for minimizing formation damage during drilling, completion, and stimulation operations. In this context, mechanical formation damage control plays a key role in preventing early-permeability loss that may result in reservoir compaction and oil field disinvestments. This work develops a new analytical solution for the nonlinear hydraulic </span></span>diffusivity<span><span> equation (NHDE) with instantaneous point-source/sink effects in permeability effective stress-sensitive oil reservoirs. The proposed model considers Biot’s effective stress change in the permeability response, and a new deviation factor is derived from comparing the nonlinear effect concerning the constant permeability classical solution and a decoupled case available in the literature. The calibration methodology is performed using a numerical simulator named IMEX®, widely used in formation evaluation works, and the results presented high convergence. The findings of this study allowed us to notice the role of overburden stress, </span>oil flow rate, deviation factor, and Biot’s coefficient in permeability change during production in the diagnostic plots. Thereby, the modeling developed in this paper becomes a useful and attractive tool for predicting and monitoring permeability loss, oil flow rate specification, and reservoir history matching.</span></span></p></div>","PeriodicalId":16717,"journal":{"name":"Journal of Petroleum Science and Engineering","volume":"220 ","pages":"Article 111180"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50185601","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of lithological variations on the performance of artificial intelligence techniques for estimating total organic carbon through well logs 岩性变化对人工智能测井估算总有机碳性能的影响
2区 工程技术 Q1 Earth and Planetary Sciences Pub Date : 2023-01-01 Epub Date: 2022-11-09 DOI: 10.1016/j.petrol.2022.111213
Khaled Maroufi , Iman Zahmatkesh

By the expansion of production from source-related unconventional petroleum resources, accurate approximation of Total Organic Carbon (TOC) through well logs has become progressively important. Accordingly, recent studies have mainly focused on increasing the precision of TOC estimation by using different types of AI techniques and/or optimizing algorithms. Along with utilizing these approaches, this study emphasized on removing an unaddressed source of error inherited from lithological heterogeneity with the same goal. Like organic matter quantity, lithological variations within a source interval also induce well log responses, which may interfere with the training process of Artificial Intelligence (AI) techniques. In the present research, the effect of lithological variations on the performance of TOC estimators was evaluated by employing Adaptive Neuro Fuzzy Inference System (ANFIS) and Multilayer Perceptron network (MLP). Firstly, ANFIS and MLP models were constructed and trained using a database containing different lithologies (original models). Then, a new methodology was developed based on modeling the relationship between log data and TOC values for each type of lithology (litho-based method). The result showed that the litho-based method estimates more reliable and accurate TOC values, proving the adverse effect of lithological variations on the original models. Furthermore, the litho-based ANFIS models provide the most promising results. Since metaheuristic algorithms are usually employed to optimize AI techniques, Genetic Algorithm (GA) and Particle Swarm Optimization (PSO) were also implemented into the original models (hybrid models). Accuracy of TOC values estimated by the hybrid models is slightly higher than those derived from the original models. However, these hybrid approaches are not as efficient as the litho-based method. Applicability of the proposed approach was guaranteed by performing it over Pabdeh source rocks in a well of SW Iran. Based on its high efficiency, the newly developed litho-based method can be used as a powerful tool to reliably evaluate unconventional hydrocarbon resources, as well as the potential of the conventional petroleum sources. Moreover, it can be utilized, instead of/along with traditional optimization approaches, to approximate other geochemical factors as well as petrophysical parameters from log data.

随着与来源相关的非常规石油资源产量的扩大,通过测井记录准确近似总有机碳(TOC)变得越来越重要。因此,最近的研究主要集中在通过使用不同类型的人工智能技术和/或优化算法来提高TOC估计的精度。在利用这些方法的同时,本研究强调以相同的目标消除从岩性非均质性中继承的未处理的误差源。与有机质量一样,源层段内的岩性变化也会引起测井响应,这可能会干扰人工智能(AI)技术的训练过程。在本研究中,采用自适应神经模糊推理系统(ANFIS)和多层感知器网络(MLP)来评估岩性变化对TOC估计器性能的影响。首先,使用包含不同岩性的数据库(原始模型)构建和训练ANFIS和MLP模型。然后,在对每种岩性的测井数据和TOC值之间的关系进行建模的基础上,开发了一种新的方法(基于岩性的方法)。结果表明,基于岩性的方法估计出更可靠、更准确的TOC值,证明了岩性变化对原始模型的不利影响。此外,基于岩性的ANFIS模型提供了最有希望的结果。由于元启发式算法通常用于优化人工智能技术,遗传算法(GA)和粒子群优化(PSO)也被实现到原始模型(混合模型)中。混合模型估计的TOC值的准确性略高于原始模型得出的TOC值。然而,这些混合方法不如基于岩性的方法有效。通过在伊朗西南部一口井中的Pabdeh烃源岩上执行该方法,保证了所提出方法的适用性。基于其高效性,新开发的岩性方法可以作为可靠评估非常规油气资源以及常规油气资源潜力的有力工具。此外,它可以代替传统的优化方法,从测井数据中近似其他地球化学因素以及岩石物理参数。
{"title":"Effect of lithological variations on the performance of artificial intelligence techniques for estimating total organic carbon through well logs","authors":"Khaled Maroufi ,&nbsp;Iman Zahmatkesh","doi":"10.1016/j.petrol.2022.111213","DOIUrl":"10.1016/j.petrol.2022.111213","url":null,"abstract":"<div><p><span>By the expansion of production from source-related unconventional petroleum resources<span>, accurate approximation of Total Organic Carbon<span> (TOC) through well logs has become progressively important. Accordingly, recent studies have mainly focused on increasing the precision of TOC estimation by using different types of AI techniques<span> and/or optimizing algorithms. Along with utilizing these approaches, this study emphasized on removing an unaddressed source of error inherited from lithological heterogeneity with the same goal. Like organic matter quantity, lithological variations within a source interval also induce well log responses, which may interfere with the training process of Artificial Intelligence (AI) techniques. In the present research, the effect of lithological variations on the performance of TOC estimators was evaluated by employing Adaptive Neuro Fuzzy Inference System (ANFIS) and Multilayer </span></span></span></span>Perceptron<span><span> network (MLP). Firstly, ANFIS and MLP models were constructed and trained using a database containing different lithologies (original models). Then, a new methodology was developed based on modeling the relationship between log data and TOC values for each type of lithology (litho-based method). The result showed that the litho-based method estimates more reliable and accurate TOC values, proving the adverse effect of lithological variations on the original models. Furthermore, the litho-based ANFIS models provide the most promising results. Since metaheuristic algorithms are usually employed to optimize AI techniques, Genetic Algorithm (GA) and </span>Particle Swarm Optimization<span> (PSO) were also implemented into the original models (hybrid models). Accuracy of TOC values estimated by the hybrid models is slightly higher than those derived from the original models. However, these hybrid approaches are not as efficient as the litho-based method. Applicability of the proposed approach was guaranteed by performing it over Pabdeh source rocks in a well of SW Iran. Based on its high efficiency, the newly developed litho-based method can be used as a powerful tool to reliably evaluate unconventional hydrocarbon resources, as well as the potential of the conventional petroleum sources. Moreover, it can be utilized, instead of/along with traditional optimization approaches, to approximate other geochemical factors as well as petrophysical parameters from log data.</span></span></p></div>","PeriodicalId":16717,"journal":{"name":"Journal of Petroleum Science and Engineering","volume":"220 ","pages":"Article 111213"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42541341","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Structural characteristics of pores and fractures during lignite pyrolysis obtained from X-ray computed tomography 褐煤热解过程中孔隙和裂缝的X射线计算机断层扫描结构特征
2区 工程技术 Q1 Earth and Planetary Sciences Pub Date : 2023-01-01 Epub Date: 2022-10-29 DOI: 10.1016/j.petrol.2022.111150
Weizhen Liu , Shiwei Niu , Haibo Tang

In-situ mining of lignite requires dehydration, pyrolysis, gasification, and other stages. The injected fluid, dehydrated water, and pyrolysis products are transported in the developing pores and fractures. The internal structure and properties of lignite change significantly under the joint action of temperature and fluid pressure. In this study, X-ray computed tomography (X-CT) was used to scan lignite samples in the temperature range of 25°C–450 °C. Grayscale images and three-dimensional reconstruction images of the internal structure were obtained to investigate the evolution of the internal pore structure during lignite pyrolysis. It is found that the porosity of lignite increased as the temperature rose from 25 °C to 250 °C. The porosity was 6.54% at 250 °C. At 350 °C, the porosity decreased to 2.45% due to channel blockage and softening of the coal. At 450 °C, the pyrolysis of the lignite organic matter resulted in numerous large and interconnected honeycomb pore clusters. At this temperature, the porosity was 16.02%. X-CT and nuclear magnetic resonance enabled detailed and quantitative characterization of the internal structure of lignite. The research results provide theoretical and technical information on the evolution of migration channels in lignite for the potential improvement of in-situ pyrolysis and gasification efficiency of in-situ lignite mining.

就地开采褐煤需要脱水、热解、气化等阶段。注入流体、脱水水和热解产物在发育的孔隙和裂缝中运移。在温度和流体压力的共同作用下,褐煤的内部结构和性质发生了显著变化。在本研究中,使用x射线计算机断层扫描(X-CT)在25°C - 450°C的温度范围内扫描褐煤样品。获得了内部结构的灰度图像和三维重建图像,研究了褐煤热解过程中内部孔隙结构的演变。结果表明,褐煤孔隙率随温度从25℃升高到250℃而增大。250℃时孔隙率为6.54%。在350℃时,由于通道堵塞和煤的软化,孔隙率下降到2.45%。在450°C时,褐煤有机质热解形成大量大而相互连接的蜂窝孔簇。在此温度下,孔隙率为16.02%。X-CT和核磁共振可以详细定量地表征褐煤的内部结构。研究结果为褐煤原位开采原位热解气化效率的潜在提高提供了褐煤运移通道演化的理论和技术依据。
{"title":"Structural characteristics of pores and fractures during lignite pyrolysis obtained from X-ray computed tomography","authors":"Weizhen Liu ,&nbsp;Shiwei Niu ,&nbsp;Haibo Tang","doi":"10.1016/j.petrol.2022.111150","DOIUrl":"10.1016/j.petrol.2022.111150","url":null,"abstract":"<div><p><span>In-situ mining of lignite requires dehydration, </span>pyrolysis<span><span><span>, gasification, and other stages. The injected fluid, dehydrated water, and pyrolysis products are transported in the developing pores and fractures. The internal structure and properties of lignite change significantly under the joint action of temperature and fluid pressure. In this study, X-ray computed </span>tomography (X-CT) was used to scan lignite samples in the temperature range of 25°C–450 °C. </span>Grayscale images<span> and three-dimensional reconstruction images of the internal structure were obtained to investigate the evolution of the internal pore structure during lignite pyrolysis. It is found that the porosity of lignite increased as the temperature rose from 25 °C to 250 °C. The porosity was 6.54% at 250 °C. At 350 °C, the porosity decreased to 2.45% due to channel blockage and softening of the coal. At 450 °C, the pyrolysis of the lignite organic matter resulted in numerous large and interconnected honeycomb pore clusters. At this temperature, the porosity was 16.02%. X-CT and nuclear magnetic resonance enabled detailed and quantitative characterization of the internal structure of lignite. The research results provide theoretical and technical information on the evolution of migration channels in lignite for the potential improvement of in-situ pyrolysis and gasification efficiency of in-situ lignite mining.</span></span></p></div>","PeriodicalId":16717,"journal":{"name":"Journal of Petroleum Science and Engineering","volume":"220 ","pages":"Article 111150"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49398408","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Pressure transient analysis of horizontal wells in multibranched fault-karst carbonate reservoirs: Model and application in SHB oilfield 多分支断裂岩溶碳酸盐岩油藏水平井压力瞬变分析模型及其在SHB油田的应用
2区 工程技术 Q1 Earth and Planetary Sciences Pub Date : 2023-01-01 Epub Date: 2022-10-29 DOI: 10.1016/j.petrol.2022.111167
Wenyang Shi , Jian Cheng , Yongchuan Liu , Min Gao , Lei Tao , Jiajia Bai , Qingjie Zhu

Current flow models for fault-karst reservoirs are mostly described as a single fault formation, which cannot be applied in recent-developed multibranched fault-karst reservoirs. This paper established a novel analytical model to investigate pressure response behavior of a horizontal well in multibranched fault-karst reservoirs. The model is able to describe the influence of the physical properties and spatial structure of fracture-cave system on pressure transient response. The flow model considers different flow behaviors in each region, which includes Darcy flow (gravity included) in fault-fracture, large-scale storage flow in karst-cave, and Poiseuille-law-based horizontal laminar flow in the horizontal wellbore, respectively. These assumptions enable the model to match complex situations in multibranched fault-karst reservoirs. Then, the model was retrograded to compare with a single fault-karst reservoir model to verify its accuracy. Further, the solutions were graphed on log-log plots, and we discussed the effect of fluids mobility, formation storability, and structure characteristics (e.g., length, angle, depth, distance) of fracture-cave branches on transient pressure responses. Results show that (a) the number of fracture-cave branches in a reservoir can be directly observed by counting the number of V-shaped appearances on the pressure derivative curve. (b) The exact shut-in time when V-shape appears is affected by volume and distance between two neighboring fracture-cave branches. (c)The characteristics of the V-shape are affected by fluid mobility, formation storability, and length of fracture region. (d) The slope of the pressure derivative curve in the boundary-dominated flow regime can be used to evaluate the gravity effect. (e) The pressure response behavior exhibits a near-well effect when a horizontal well commingled production in the multibranched fault-karst reservoir. Finally, we applied our model and resulting observations to analyze pressure build-up data tested from SHB Oilfield, which demonstrated a workflow to identify the number of fault-karst branches and also to estimate reservoir properties.

目前断层岩溶储层的渗流模型多为单断层构造,不适用于新近开发的多分支断层岩溶储层。本文建立了一种新的多分支断层岩溶油藏水平井压力响应分析模型。该模型能够较好地描述缝洞系统的物理性质和空间结构对压力瞬态响应的影响。该模型考虑了不同区域的不同流动行为,分别包括断层裂缝中的达西流动(含重力)、溶洞中的大规模储集流动和水平井筒中基于泊塞维尔定律的水平层流。这些假设使模型能够适应多分支断岩溶储层的复杂情况。然后对模型进行反演,与单一断层岩溶储层模型进行对比,验证模型的准确性。此外,将解绘制成对数-对数图,并讨论了流体流动性、地层储存性和缝洞分支结构特征(如长度、角度、深度、距离)对瞬态压力响应的影响。结果表明:(a)通过计算压力导数曲线上v形出现的次数,可以直接观察到储层缝洞分支的数量。(b) v形出现时的准确关井时间受相邻两个缝洞分支的体积和距离的影响。(c) v型特征受流体流动性、地层储存性和裂缝区域长度的影响。(d)边界主导流型的压力导数曲线斜率可以用来评价重力效应。(e)多分支断-岩溶油藏水平井混采时压力响应行为表现出近井效应。最后,我们将模型和观测结果应用于分析SHB油田的压力累积数据,该数据展示了识别断层喀斯特分支数量和估计储层性质的工作流程。
{"title":"Pressure transient analysis of horizontal wells in multibranched fault-karst carbonate reservoirs: Model and application in SHB oilfield","authors":"Wenyang Shi ,&nbsp;Jian Cheng ,&nbsp;Yongchuan Liu ,&nbsp;Min Gao ,&nbsp;Lei Tao ,&nbsp;Jiajia Bai ,&nbsp;Qingjie Zhu","doi":"10.1016/j.petrol.2022.111167","DOIUrl":"10.1016/j.petrol.2022.111167","url":null,"abstract":"<div><p><span><span>Current flow models for fault-karst reservoirs are mostly described as a single fault formation, which cannot be applied in recent-developed multibranched fault-karst reservoirs. This paper established a novel analytical model to investigate pressure response behavior of a horizontal well in multibranched fault-karst reservoirs. The model is able to describe the influence of the physical properties and spatial structure of fracture-cave system on pressure transient response. The flow model considers different flow behaviors in each region, which includes </span>Darcy flow<span> (gravity included) in fault-fracture, large-scale storage flow in karst-cave, and Poiseuille-law-based horizontal laminar flow<span> in the horizontal wellbore, respectively. These assumptions enable the model to match complex situations in multibranched fault-karst reservoirs. Then, the model was retrograded to compare with a single fault-karst reservoir model to verify its accuracy. Further, the solutions were graphed on log-log plots, and we discussed the effect of fluids mobility, formation storability, and structure characteristics (e.g., length, angle, depth, distance) of fracture-cave branches on </span></span></span>transient pressure responses. Results show that (a) the number of fracture-cave branches in a reservoir can be directly observed by counting the number of V-shaped appearances on the pressure derivative curve. (b) The exact shut-in time when V-shape appears is affected by volume and distance between two neighboring fracture-cave branches. (c)The characteristics of the V-shape are affected by fluid mobility, formation storability, and length of fracture region. (d) The slope of the pressure derivative curve in the boundary-dominated flow regime can be used to evaluate the gravity effect. (e) The pressure response behavior exhibits a near-well effect when a horizontal well commingled production in the multibranched fault-karst reservoir. Finally, we applied our model and resulting observations to analyze pressure build-up data tested from SHB Oilfield, which demonstrated a workflow to identify the number of fault-karst branches and also to estimate reservoir properties.</p></div>","PeriodicalId":16717,"journal":{"name":"Journal of Petroleum Science and Engineering","volume":"220 ","pages":"Article 111167"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46703344","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Effect of eccentricity with different shape wellbores on the flushing efficiency of drilling fluid filter cake 不同形状井眼偏心对钻井液滤饼冲刷效率的影响
2区 工程技术 Q1 Earth and Planetary Sciences Pub Date : 2023-01-01 Epub Date: 2022-10-07 DOI: 10.1016/j.petrol.2022.111112
XiaYu Zhang , Yang Bai , Jiang Du , Chuan Lu , LiKun Fan , Jian Song , Zhen Li , ShiHao Zhang , XingGuo Zhang

The effective flushing of a drilling fluid filter cake is crucial for improving the zone isolation of cement sheaths during cementing operations, some studies have researched the flushing law of filter cake in circular wellbore, however, only a few have studied the flushing law and mechanism of elliptical wellbore and the irregularity of elliptical wellbore may lead to the increase of the non-uniformity of filter cake that may result in different flushing results than the circular wellbore. In this study, a filter cake formation and flushing experimental system is developed for circular and elliptical wellbore, and the formation and flushing experiments of drilling fluid filter cake in circular and elliptical wellbore are conducted, the flushing law and mechanism of drilling fluid filter cake in circular and elliptical wellbore are obtained by combining the computational fluid dynamics (CFD) simulation calculation results with the experimental results. The results revealed that the filter cake flushing efficiency of the same drilling fluid and displacement were primarily affected by the thickness of the initial drilling fluid filter cake, shear strength, wellbore shape, wall shear stress and eccentricity, the initial thickness and shear strength were higher, the filter cake flushing efficiency was lower, the wall shear stress of the flushing fluid was higher, the flushing efficiency of the filter cake was higher, and the change in wellbore shape and eccentricity led to an uneven distribution of annular velocity and reduced the flushing efficiency of the filter cake. The method and conclusion enable to gain an understanding for improving the flushing efficiency of the drilling fluid filter cake and forms a basis for the design of flushing fluids in cementing operations.

在固井作业中,钻井液滤饼的有效冲洗对于提高水泥环的隔层性至关重要,已有一些研究对圆形井中滤饼的冲洗规律进行了研究,但对椭圆井的冲洗规律和机理的研究较少,椭圆井的不规则性会导致滤饼的不均匀性增加,从而导致与圆形井不同的冲洗效果。本研究开发了圆形和椭圆井眼滤饼形成与冲洗实验系统,进行了钻井液滤饼在圆形和椭圆井眼中的形成与冲洗实验,将计算流体动力学(CFD)模拟计算结果与实验结果相结合,得出了钻井液滤饼在圆形和椭圆井眼中的冲洗规律和机理。结果表明:相同钻井液和排量的滤饼冲刷效率主要受初始钻井液滤饼厚度、抗剪强度、井筒形状、壁剪应力和偏心的影响,初始厚度和抗剪强度越大,滤饼冲刷效率越低,冲刷液壁剪应力越大,滤饼冲刷效率越高;井筒形状和偏心距的变化导致环空速度分布不均匀,降低了滤饼的冲刷效率。该方法和结论有助于提高钻井液滤饼的冲洗效率,为固井作业中冲洗液的设计提供依据。
{"title":"Effect of eccentricity with different shape wellbores on the flushing efficiency of drilling fluid filter cake","authors":"XiaYu Zhang ,&nbsp;Yang Bai ,&nbsp;Jiang Du ,&nbsp;Chuan Lu ,&nbsp;LiKun Fan ,&nbsp;Jian Song ,&nbsp;Zhen Li ,&nbsp;ShiHao Zhang ,&nbsp;XingGuo Zhang","doi":"10.1016/j.petrol.2022.111112","DOIUrl":"10.1016/j.petrol.2022.111112","url":null,"abstract":"<div><p><span>The effective flushing of a drilling fluid filter cake is crucial for improving the zone isolation of cement sheaths during cementing operations, some studies have researched the flushing law of filter cake in circular wellbore, however, only a few have studied the flushing law and mechanism of elliptical wellbore and the irregularity of elliptical wellbore may lead to the increase of the non-uniformity of filter cake that may result in different flushing results than the circular wellbore. In this study, a filter cake formation and flushing experimental system is developed for circular and elliptical wellbore, and the formation and flushing experiments of drilling fluid filter cake in circular and elliptical wellbore are conducted, the flushing law and mechanism of drilling fluid filter cake in circular and elliptical wellbore are obtained by combining the computational fluid dynamics (CFD) simulation calculation results with the experimental results. The results revealed that the filter cake flushing efficiency of the same drilling fluid and displacement were primarily affected by the thickness of the initial drilling fluid filter cake, shear strength, wellbore shape, </span>wall shear stress<span> and eccentricity, the initial thickness and shear strength were higher, the filter cake flushing efficiency was lower, the wall shear stress of the flushing fluid was higher, the flushing efficiency of the filter cake was higher, and the change in wellbore shape and eccentricity led to an uneven distribution of annular velocity and reduced the flushing efficiency of the filter cake. The method and conclusion enable to gain an understanding for improving the flushing efficiency of the drilling fluid filter cake and forms a basis for the design of flushing fluids in cementing operations.</span></p></div>","PeriodicalId":16717,"journal":{"name":"Journal of Petroleum Science and Engineering","volume":"220 ","pages":"Article 111112"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46856373","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Impacts of mineralogy and pore throat structure on the movable fluid of tight sandstone gas reservoirs in coal measure strata: A case study of the Shanxi formation along the southeastern margin of the Ordos Basin 矿物学和孔喉结构对煤系致密砂岩气藏可动流体的影响——以鄂尔多斯盆地东南缘山西组为例
2区 工程技术 Q1 Earth and Planetary Sciences Pub Date : 2023-01-01 Epub Date: 2022-11-17 DOI: 10.1016/j.petrol.2022.111257
Xinxu Dong , Xiangzhen Meng , Renhai Pu

Movable fluid content and permeability are important reference factors for reservoir quality evaluation and recovery enhancement. In this study, based on multiple experimental results, 10 typical samples from a tight sandstone gas reservoir in the coal measure strata of the Shanxi Formation along the southeastern margin of the Ordos Basin were divided into three lithofacies to discuss the factors influencing movable fluid content and permeability. The results show that the fluid has a strong seepage capacity and a high degree of mobility in relatively large pore throats. The relatively large pores in the study area are secondary dissolved pores of various origins. High quartz and feldspar contents are conducive to the formation of secondary pores, while the presence of carbonate minerals and clay minerals play an inhibitory role. The pore throat size range of 0.05–0.1 μm is the critical interval for the conversion of bound fluid to movable fluid. The movable fluid saturation and movable fluid porosity are affected by submicron- and micron-scale pore throats of >0.1 μm, while the permeability is controlled by micron-scale pore throats sizes of >1 μm. The volumetric proportion of the relatively large pore throats is influenced by the mineralogical composition of the rock, the size of the pore throats, and the degree of sorting, which further control the amount of moveable fluid and its percolation capacity. The highest movable fluid content and permeability appear in the massive gravel-bearing coarse to medium sandstone lithofacies (Lm) with a high proportion of submicron- and micron-scale pore throats, whereas the lowest occurs in parallel bedding or ripple laminations,medium to fine sandstone lithofacies (Lpr) with a high proportion of nano-scale pore throats. The lithofacies with cross bedding and medium sandstone (Lc) is also dominated by nano-scale pore throats, which shows the characteristics of low movable fluid content and medium permeability due to the retention of some micron-scale pore throats. This study describes the mobility of fluids with different pore throat sizes in detail and determines the pore throat size range corresponding to the transition from bound fluid to movable fluid, which can provide a reference for the evaluation of movable fluid seepage in other regions.

可动流体含量和渗透率是评价储层质量和提高采收率的重要参考因素。本文在多次实验结果的基础上,将鄂尔多斯盆地东南缘山西组煤系致密砂岩气藏10个典型样品划分为3个岩相,探讨影响可动流体含量和渗透率的因素。结果表明:该流体具有较强的渗流能力,在较大的孔喉中具有较高的流动性;研究区内较大的孔隙为次生溶蚀孔隙,成因多样。石英和长石的高含量有利于次生孔隙的形成,而碳酸盐矿物和粘土矿物的存在则起抑制作用。0.05 ~ 0.1 μm的孔喉尺寸范围是束缚流体向可动流体转化的关键区间。可动流体饱和度和可动流体孔隙度受0.1 μm和亚微米级孔喉的影响,渗透率受1 μm微米级孔喉的控制。较大孔喉的体积比例受岩石矿物组成、孔喉大小和分选程度的影响,进而控制可动流体的量及其渗流能力。可动流体含量和渗透率最高的是块状含砾石的粗—中砂岩岩相(Lm),其亚微米级和微米级孔喉比例较高;最低的是平行层理或波纹层状中—细砂岩岩相(Lpr),其纳米级孔喉比例较高。交错层理-中砂岩(Lc)岩相也以纳米级孔喉为主,由于保留了部分微米级孔喉,表现出低可动流体含量和中等渗透率的特征。本研究详细描述了不同孔喉大小流体的可动性,确定了由束缚流体向可动流体过渡所对应的孔喉大小范围,可为其他地区可动流体渗流评价提供参考。
{"title":"Impacts of mineralogy and pore throat structure on the movable fluid of tight sandstone gas reservoirs in coal measure strata: A case study of the Shanxi formation along the southeastern margin of the Ordos Basin","authors":"Xinxu Dong ,&nbsp;Xiangzhen Meng ,&nbsp;Renhai Pu","doi":"10.1016/j.petrol.2022.111257","DOIUrl":"10.1016/j.petrol.2022.111257","url":null,"abstract":"<div><p><span><span>Movable fluid content and permeability are important reference factors for reservoir quality evaluation and recovery enhancement. In this study, based on multiple experimental results, 10 typical samples from a tight sandstone gas reservoir in the coal measure strata of the Shanxi Formation along the southeastern margin of the Ordos Basin were divided into three lithofacies to discuss the factors influencing movable fluid content and permeability. The results show that the fluid has a strong seepage capacity and a high degree of mobility in relatively large pore throats. The relatively large pores in the study area are secondary dissolved pores of various origins. High quartz and feldspar contents are conducive to the formation of secondary pores, while the presence of </span>carbonate minerals<span> and clay minerals play an inhibitory role. The pore throat size range of 0.05–0.1 μm is the critical interval for the conversion of bound fluid to movable fluid. The movable fluid saturation and movable fluid porosity are affected by submicron- and micron-scale pore throats of &gt;0.1 μm, while the permeability is controlled by micron-scale pore throats sizes of &gt;1 μm. The </span></span>volumetric<span><span> proportion of the relatively large pore throats is influenced by the mineralogical composition<span> of the rock, the size of the pore throats, and the degree of sorting, which further control the amount of moveable fluid and its percolation capacity. The highest movable fluid content and permeability appear in the massive gravel-bearing coarse to medium sandstone lithofacies (Lm) with a high proportion of submicron- and micron-scale pore throats, whereas the lowest occurs in parallel bedding or ripple laminations,medium to fine sandstone lithofacies (Lpr) with a high proportion of nano-scale pore throats. The lithofacies with </span></span>cross bedding<span> and medium sandstone (Lc) is also dominated by nano-scale pore throats, which shows the characteristics of low movable fluid content and medium permeability due to the retention of some micron-scale pore throats. This study describes the mobility of fluids with different pore throat sizes in detail and determines the pore throat size range corresponding to the transition from bound fluid to movable fluid, which can provide a reference for the evaluation of movable fluid seepage in other regions.</span></span></p></div>","PeriodicalId":16717,"journal":{"name":"Journal of Petroleum Science and Engineering","volume":"220 ","pages":"Article 111257"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48191511","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Elastic impedance inversion incorporating fusion initial model and kernel Fisher discriminant analysis approach 结合融合初始模型和核费雪判别分析方法的弹性阻抗反演
2区 工程技术 Q1 Earth and Planetary Sciences Pub Date : 2023-01-01 Epub Date: 2022-11-12 DOI: 10.1016/j.petrol.2022.111235
Weihua Jia , Zhaoyun Zong , Tianjun Lan

Seismic inversion is a significant technique for estimating petroleum reservoir parameters. The low frequency component of the initial model represents the geological background information, which plays an important role in the seismic inversion. It is challenging to precisely depict the actual geological model in seismic inversion because of the inherent velocity-depth ambiguity. Therefore, the initial model which is closer to genuine geological backdrop is essential. We propose a workflow which estimates a fusion initial model based on data fusion algorithms. It is well known that seismic facies analysis can provide more low-frequency information about the geological background. For example, the boundaries of sedimentary bodies can be represented by seismic facies classification data. We utilize a combination of the seismic facies classification data and well curves interpolation initial models to accurately invert the special geological body with the support of a feature-level fusion algorithm. Then, a practical pre-stack seismic inversion method is implemented, and a field data example further demonstrates its applicability and steadiness in seismic inversion.

地震反演是估算油藏参数的一项重要技术。初始模型的低频分量代表了地质背景信息,在地震反演中起着重要作用。由于固有的速度-深度模糊性,在地震反演中精确描述实际地质模型具有挑战性。因此,更接近真实地质背景的初始模型至关重要。我们提出了一种基于数据融合算法估计融合初始模型的工作流。众所周知,地震相分析可以提供更多关于地质背景的低频信息。例如,沉积体的边界可以用地震相分类数据来表示。我们结合地震相分类数据和井曲线插值初始模型,在特征级融合算法的支持下,精确反演特殊地质体。然后,实现了一种实用的叠前地震反演方法,并通过现场数据实例进一步证明了该方法在地震反演中的适用性和稳定性。
{"title":"Elastic impedance inversion incorporating fusion initial model and kernel Fisher discriminant analysis approach","authors":"Weihua Jia ,&nbsp;Zhaoyun Zong ,&nbsp;Tianjun Lan","doi":"10.1016/j.petrol.2022.111235","DOIUrl":"10.1016/j.petrol.2022.111235","url":null,"abstract":"<div><p>Seismic inversion is a significant technique for estimating petroleum reservoir<span><span> parameters. The low frequency component of the initial model represents the geological background information, which plays an important role in the seismic inversion. It is challenging to precisely depict the actual geological model in seismic inversion because of the inherent velocity-depth ambiguity. Therefore, the initial model which is closer to genuine geological backdrop is essential. We propose a workflow which estimates a fusion initial model based on data fusion algorithms. It is well known that seismic </span>facies analysis<span> can provide more low-frequency information about the geological background. For example, the boundaries of sedimentary bodies can be represented by seismic facies classification data. We utilize a combination of the seismic facies classification data and well curves interpolation initial models to accurately invert the special geological body with the support of a feature-level fusion algorithm. Then, a practical pre-stack seismic inversion method is implemented, and a field data example further demonstrates its applicability and steadiness in seismic inversion.</span></span></p></div>","PeriodicalId":16717,"journal":{"name":"Journal of Petroleum Science and Engineering","volume":"220 ","pages":"Article 111235"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46529280","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
An accelerated process-based method for the accurate computation of relative permeability from direct simulations of two-phase flow on micro-computed tomography images of porous media 基于加速过程的多孔介质微计算机断层扫描图像两相流直接模拟相对渗透率精确计算方法
2区 工程技术 Q1 Earth and Planetary Sciences Pub Date : 2023-01-01 Epub Date: 2022-10-03 DOI: 10.1016/j.petrol.2022.111095
Faruk O. Alpak, Nishank Saxena

Pore-scale forces have significant effects on the macroscopic behavior of multi-phase flow through porous media. We develop a robust and accurate accelerated process-based method for the computation of relative permeability from direct simulations of pore-scale two-phase flow on micro-computed tomography images. In the pressure drop calculation, we take advantage of an existing analysis that establishes a relationship between pore-scale forces and Darcy-scale pressure drops using an energy-conservation approach. We establish a thermodynamically consistent approximation of Darcy-scale viscous pressure drops as the rate of energy dissipation per unit flow rate of each flowing phase for the first time within the context of a free-energy lattice Boltzmann method (LBM). In addition, we propose and test a new computationally efficient partial-mirror periodic boundary condition for a fully coupled visco-capillary pore-scale flow simulator based on a free-energy LBM. The new boundary condition is imposed only in the main flow direction and significantly reduces the computational cost of the process-based relative-permeability computation protocol at a small compromise on accuracy.

We first compute primary-drainage and subsequent imbibition relative permeability curves for a reservoir sandstone rock sample. We use this real-reservoir dataset to validate the pressure drop computation method and the partial-mirror periodic boundary condition. We then simulate the entire drainage and imbibition cycle using an extensively studied Berea sandstone dataset. We quantitatively demonstrate that pore-scale direct numerical simulation-based relative permeability curves computed with our novel process-based method agree well with experimental steady-state relative permeability measurements. We also quantitatively demonstrate that the new partial-mirror periodic boundary condition accelerates the relative permeability computations 4 to 13 times.

孔隙尺度力对多孔介质中多相流的宏观行为有重要影响。我们开发了一种鲁棒和精确的基于加速过程的方法来计算相对渗透率,从微观计算机断层扫描图像上直接模拟孔隙尺度的两相流。在压降计算中,我们利用了现有的分析,该分析利用节能方法建立了孔隙尺度力和达西尺度压降之间的关系。在自由能晶格玻尔兹曼方法(LBM)的背景下,首次建立了达西尺度粘性压降的热力学一致近似,即每个流动相单位流速的能量耗散率。此外,我们提出并测试了一种新的计算效率高的部分镜像周期边界条件,用于基于自由能LBM的完全耦合粘-毛细孔尺度流动模拟器。新的边界条件只施加在主流方向上,在很小的精度上降低了基于过程的相对渗透率计算协议的计算成本。我们首先计算了储层砂岩样品的初次排水和随后的渗吸相对渗透率曲线。利用实际油藏数据集验证了压降计算方法和部分镜像周期边界条件。然后,我们使用广泛研究的Berea砂岩数据集模拟整个排水和渗吸循环。我们定量地证明了用我们的新方法计算的基于孔隙尺度直接数值模拟的相对渗透率曲线与实验稳态相对渗透率测量值吻合得很好。我们还定量地证明了新的部分镜像周期边界条件使相对渗透率的计算速度提高了4 ~ 13倍。
{"title":"An accelerated process-based method for the accurate computation of relative permeability from direct simulations of two-phase flow on micro-computed tomography images of porous media","authors":"Faruk O. Alpak,&nbsp;Nishank Saxena","doi":"10.1016/j.petrol.2022.111095","DOIUrl":"10.1016/j.petrol.2022.111095","url":null,"abstract":"<div><p><span><span><span><span>Pore-scale forces have significant effects on the macroscopic behavior of multi-phase flow through </span>porous media. We develop a robust and accurate accelerated process-based method for the computation of </span>relative permeability<span> from direct simulations of pore-scale two-phase flow on micro-computed tomography images. In the pressure drop calculation, we take advantage of an existing analysis that establishes a relationship between pore-scale forces and Darcy-scale pressure drops using an energy-conservation approach. We establish a thermodynamically consistent approximation of Darcy-scale viscous pressure drops as the rate of </span></span>energy dissipation per unit flow rate of each flowing phase for the first time within the context of a free-energy </span>lattice Boltzmann method (LBM). In addition, we propose and test a new computationally efficient partial-mirror periodic boundary condition for a fully coupled visco-capillary pore-scale flow simulator based on a free-energy LBM. The new boundary condition is imposed only in the main flow direction and significantly reduces the computational cost of the process-based relative-permeability computation protocol at a small compromise on accuracy.</p><p>We first compute primary-drainage and subsequent imbibition<span> relative permeability curves for a reservoir sandstone rock sample. We use this real-reservoir dataset to validate the pressure drop computation method and the partial-mirror periodic boundary condition. We then simulate the entire drainage and imbibition cycle using an extensively studied Berea sandstone dataset. We quantitatively demonstrate that pore-scale direct numerical simulation-based relative permeability curves computed with our novel process-based method agree well with experimental steady-state relative permeability measurements. We also quantitatively demonstrate that the new partial-mirror periodic boundary condition accelerates the relative permeability computations 4 to 13 times.</span></p></div>","PeriodicalId":16717,"journal":{"name":"Journal of Petroleum Science and Engineering","volume":"220 ","pages":"Article 111095"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43037685","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
期刊
Journal of Petroleum Science and Engineering
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1