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Impact of clay coating on sandstone reservoir quality: A multiphase-field investigation by numerical simulation 粘土包覆层对砂岩储层质量影响的多相场数值模拟研究
IF 7 Q1 ENERGY & FUELS Pub Date : 2025-06-01 DOI: 10.1016/S1876-3804(25)60598-2
Akash KUMAR , Michael SPÄTH , Nishant PRAJAPATI , Benjamin BUSCH , Daniel SCHNEIDER , Christoph HILGERS , Britta NESTLER
The presence of clay coatings on the surfaces of quartz grains can play a pivotal role in determining the porosity and permeability of sandstone reservoirs, thus directly impacting their reservoir quality. This study employs a multiphase-field model of syntaxial quartz cementation to explore the effects of clay coatings on quartz cement volumes, porosity, permeability, and their interrelations in sandstone formations. To generate various patterns of clay coatings on quartz grains within three-dimensional (3D) digital sandstone grain packs, a pre-processing toolchain is developed. Through numerical simulation experiments involving syntaxial overgrowth cementation on both single crystals and multigrain packs, the main coating parameters controlling quartz cement volume are elucidated. Such parameters include the growth of exposed pyramidal faces, lateral encasement, coating coverage, and coating pattern, etc. The coating pattern has a remarkable impact on cementation, with the layered coatings corresponding to fast cement growth rates. The coating coverage is positively correlated with the porosity and permeability of sandstone. The cement growth rate of quartz crystals is the lowest in the vertical orientation, and in the middle to late stages of evolution, it is faster in the diagonal orientation than in the horizontal orientation. Through comparing the simulated results of dynamic evolution process with the actual features, it is found that the simulated coating patterns after 20 d and 40 d show clear similarities with natural samples, proving the validity of the proposed three-dimensional numerical modeling of coatings. The methodology and findings presented contribute to improved reservoir characterization and predictive modeling of sandstone formations.
石英颗粒表面是否存在粘土包覆层,是决定砂岩储层孔隙度和渗透率的关键因素,直接影响储层质量。本研究采用合成石英胶结的多相场模型来探索粘土包覆层对砂岩地层中石英胶结体积、孔隙度、渗透率及其相互关系的影响。为了在三维(3D)数字砂岩颗粒包中生成石英颗粒上的各种粘土涂层图案,开发了一个预处理工具链。通过对单晶和多晶复合胶结的数值模拟实验,阐明了控制石英胶结体积的主要涂层参数。这些参数包括外露锥体面的生长、侧向包裹、涂层覆盖范围和涂层模式等。涂层模式对胶结有显著的影响,层状涂层对应于快速的水泥生长速率。涂层覆盖度与砂岩孔隙度、渗透率呈正相关。石英晶体的胶结生长速率在垂直方向上最低,在演化的中后期,在对角线方向上比在水平方向上更快。通过将动态演化过程的模拟结果与实际特征进行对比,发现20 d和40 d后的模拟涂层图案与自然样品具有明显的相似性,证明了所提出的涂层三维数值模拟的有效性。所提出的方法和发现有助于改进储层表征和砂岩地层的预测建模。
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引用次数: 0
An intelligent integrated production optimization technique for waterflooding reservoirs 水驱油藏智能综合优化生产技术
IF 7 Q1 ENERGY & FUELS Pub Date : 2025-06-01 DOI: 10.1016/S1876-3804(25)60601-X
Yong LI , Lixia ZHANG , Yihang CHEN , Dandan HU , Ruicheng MA , Shu WANG , Qianyao LI , Dawang LIU
The production optimization in the closed-loop reservoir management is generally empirical, and challenged by the issues such as low precision, low efficiency, and difficulty in solving constrained optimization problems. This paper outlines the main principles, advantages and disadvantages of commonly used production optimization methods/models, and then proposes an intelligent integrated production optimization method for waterflooding reservoirs that considers efficiency and precision, real-time and long-term effects, and the interaction and synergy between a variety of optimization models. This method integrates multiple optimization methods/models, such as reservoir performance analysis, reduced-physics models, and reservoir numerical models, with these model results and insights organically coupled to facilitate model construction and matching. This proposed method is elucidated and verified by field examples. The findings indicate that the optimal production optimization model varies depending on the specific application scenario. Reduced-physics models are conducive to short-term real-time optimization, whereas the simulator-based surrogate optimization and streamline-based simulation optimization methods are more suitable for long-term optimization strategy formulation, both of which need to be implemented under reasonable constraints from the perspective of reservoir engineering in order to be of practical value.
闭环油藏管理中的生产优化一般是经验式的,存在精度低、效率低、求解约束优化问题困难等问题。概述了常用生产优化方法/模型的主要原理、优缺点,提出了一种兼顾效率与精度、实时性与长期性、多种优化模型相互作用与协同作用的水驱油藏生产智能集成优化方法。该方法将油藏动态分析、简化物理模型和油藏数值模型等多种优化方法/模型集成在一起,将这些模型结果和见解有机地耦合在一起,便于模型构建和匹配。通过实例对该方法进行了说明和验证。研究结果表明,在不同的应用场景下,最优生产优化模型是不同的。简化物理模型有利于短期实时优化,而基于模拟器的代理优化和基于流线的模拟优化方法更适合于长期优化策略的制定,从油藏工程的角度来看,这两种方法都需要在合理的约束条件下实施,才能具有实用价值。
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引用次数: 0
The coal-formed gas theory promoting China from a gas-poor country to a major gas-producing country in the world 煤成气理论推动中国从一个天然气贫乏的国家成为世界主要的天然气生产国
IF 7 Q1 ENERGY & FUELS Pub Date : 2025-06-01 DOI: 10.1016/S1876-3804(25)60588-X
Chengzao JIA , Tonglou GUO , Wenhui LIU , Shengfei QIN , Shipeng HUANG , Quanyou LIU , Weilong PENG , Feng HONG , Yanling ZHANG
In the late 1970s, the theory of coal-formed gas began to take root, sprout, develop, and improve in China. After decades of development, a complete theoretical system was finally formed. The theory of coal-formed gas points out that coal measures are good gas source rocks, with gas as the main hydrocarbon generated and oil as the auxiliary. It has opened up a new exploration idea using coal-bearing humic organic matter as the gas source, transforming the theoretical guidance for natural gas exploration in China from “monism” (i.e. oil-type gas) to “dualism” (i.e. coal-formed gas and oil-type gas) and uncovering a new field of natural gas exploration. Before the establishment of the coal-formed gas theory, China was a gas-poor country with low proved gas initially-in-place (merely 2264.33×108 m3) and production (137.3×108 m3/a), corresponding to a per capita annual consumption of only 14.37 m3. Guided by the theory of coal-formed gas, the natural gas industry of China has developed rapidly. By the end of 2023, China registered the cumulative proved gas initially-in-place of 20.90×1012 m3, an annual gas production of 2 343×108 m3, and a per capita domestic gas consumption reaching 167.36 m3. The cumulative proved reserves initially-in-place and production of natural gas were dominated by coal-formed gas. Owing to this advancement, China has transformed from a gas-poor country to the fourth largest gas producer in the world. The coal-formed gas theory and the tremendous achievements made in natural gas exploration in China under its guidance have promoted China from a gas-poor country to a major gas-producing country in the world.
20世纪70年代末,煤成气理论在中国开始生根、萌芽、发展和完善。经过几十年的发展,终于形成了一个完整的理论体系。煤成气理论指出煤系是良好的气源岩,以气为主,油为辅。开辟了以含煤腐殖有机质为气源的勘探新思路,使中国天然气勘探的理论指导由“一元论”(即油型气)转变为“二元论”(即煤成气和油型气),开辟了天然气勘探的新领域。在煤成气理论建立之前,中国是一个天然气贫乏的国家,初探明气量低(仅为2264.33×108 m3),产量低(137.3×108 m3/a),人均年消费量仅为14.37 m3。在煤成气理论的指导下,中国天然气工业得到了迅速发展。截至2023年底,中国累计探明天然气储量20.90×1012立方米,年天然气产量2 343×108立方米,人均国内用气量167.36立方米。天然气累计探明储量和产量以煤成气为主。由于这一进步,中国已经从一个天然气匮乏的国家转变为世界第四大天然气生产国。煤成气理论及其指导下的中国天然气勘探取得的巨大成就,使中国从一个缺气国发展成为世界产气大国。
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引用次数: 0
Optimization of fracturing parameters in multi-layer and multi-period cube development infill well pad: A case study on a three-layer cube development well pad of Sichuan Basin, SW China 多层多期立方开发填充井台压裂参数优化——以四川盆地某三层立方开发井台为例
IF 7 Q1 ENERGY & FUELS Pub Date : 2025-06-01 DOI: 10.1016/S1876-3804(25)60605-7
Haixin YANG , Haiyan ZHU , Yaowen LIU , Xuanhe TANG , Dajiang WANG , Jialin XIAO , Danghui ZHU , Chongsheng ZHAO
The method for optimizing the hydraulic fracturing parameters of the cube development infill well pad was proposed, aiming at the well pattern characteristic of “multi-layer and multi-period” of the infill wells in Sichuan Basin. The fracture propagation and inter-well interference model were established based on the evolution of 4D in-situ stress, and the evolution characteristics of stress and the mechanism of interference between wells were analyzed. The research shows that the increase in horizontal stress difference and the existence of natural fractures/faults are the main reasons for inter-well interference. Inter-well interference is likely to occur near the fracture zones and between the infill wells and parent wells that have been in production for a long time. When communication channels are formed between the infill wells and parent wells, it can increase the productivity of parent wells in the short term. However, it will have a delayed negative impact on the long-term sustained production of both infill wells and parent wells. The change trend of in-situ stress caused by parent well production is basically consistent with the decline trend of pore pressure. The lateral disturbance range of in-situ stress is initially the same as the fracture length and reaches 1.5 to 1.6 times that length after 2.5 years. The key to avoiding inter-well interference is to optimize the fracturing parameters. By adopting the M-shaped well pattern, the optimal well spacing for the infill wells is 300 m, the cluster spacing is 10 m, and the liquid volume per stage is 1 800 m3.
针对四川盆地立方开发充填井“多层、多期”的井网特点,提出了立方开发充填井台水力压裂参数优化方法。基于四维地应力演化,建立裂缝扩展及井间干扰模型,分析应力演化特征及井间干扰机理。研究表明,水平应力差的增大和天然裂缝/断层的存在是造成井间干扰的主要原因。裂缝带附近以及生产时间较长的充填井与母井之间可能发生井间干扰。当充填井与母井之间形成连通通道时,可在短期内提高母井产能。然而,这将对填充井和母井的长期持续生产产生延迟的负面影响。母井生产引起的地应力变化趋势与孔隙压力下降趋势基本一致。地应力横向扰动范围最初与裂缝长度相同,2.5年后达到裂缝长度的1.5 ~ 1.6倍。避免井间干扰的关键是优化压裂参数。采用m型井网,充填井的最佳井距为300 m,簇间距为10 m,每级液量为1 800 m3。
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引用次数: 0
Intelligent optimization method of fracturing parameters for shale oil reservoirs in Jimsar Sag, Junggar Basin, NW China 准噶尔盆地吉木萨尔凹陷页岩油储层压裂参数智能优化方法
IF 7 Q1 ENERGY & FUELS Pub Date : 2025-06-01 DOI: 10.1016/S1876-3804(25)60606-9
Yunjin WANG , Fujian ZHOU , Hang SU , Leyi ZHENG , Minghui LI , Fuwei YU , Yuan LI , Tianbo LIANG
For shale oil reservoirs in the Jimsar Sag of Junggar Basin, the fracturing treatments are challenged by poor prediction accuracy and difficulty in parameter optimization. This paper presents a fracturing parameter intelligent optimization technique for shale oil reservoirs and verifies it by field application. A self-governing database capable of automatic capture, storage, calls and analysis is established. With this database, 22 geological and engineering variables are selected for correlation analysis. A separated fracturing effect prediction model is proposed, with the fracturing learning curve decomposed into two parts: (1) overall trend, which is predicted by the algorithm combining the convolutional neural network with the characteristics of local connection and parameter sharing and the gated recurrent unit that can solve the gradient disappearance; and (2) local fluctuation, which is predicted by integrating the adaptive boosting algorithm to dynamically adjust the random forest weight. A policy gradient-genetic-particle swarm algorithm is designed, which can adaptively adjust the inertia weights and learning factors in the iterative process, significantly improving the optimization ability of the optimization strategy. The fracturing effect prediction and optimization strategy are combined to realize the intelligent optimization of fracturing parameters. The field application verifies that the proposed technique significantly improves the fracturing effects of oil wells, and it has good practicability.
准噶尔盆地吉木萨尔凹陷页岩油储层预测精度差、参数优化困难,是压裂改造的一大难题。提出了一种页岩油储层压裂参数智能优化技术,并通过现场应用进行了验证。建立了一个能够自动捕获、存储、调用和分析的自治数据库。利用该数据库,选取22个地质与工程变量进行相关分析。提出了一种分离压裂效果预测模型,将压裂学习曲线分解为两部分:(1)整体趋势预测,采用具有局部连接和参数共享特性的卷积神经网络与解决梯度消失的门控循环单元相结合的算法进行预测;(2)局部波动,通过集成自适应增强算法动态调整随机森林权值来预测局部波动。设计了策略梯度-遗传-粒子群算法,该算法能够自适应调整迭代过程中的惯性权重和学习因子,显著提高了优化策略的优化能力。将压裂效果预测与优化策略相结合,实现了压裂参数的智能优化。现场应用证明,该技术显著提高了油井的压裂效果,具有较好的实用性。
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引用次数: 0
Circle structure and orderly hydrocarbon accumulation of whole petroleum system in a continental fault basin: A case study of Kong-2 Member in Cangdong Sag, Bohai Bay Basin, China 陆相断陷盆地油气系统圈闭构造与有序成藏——以渤海湾盆地沧东凹陷孔二段为例
IF 7 Q1 ENERGY & FUELS Pub Date : 2025-06-01 DOI: 10.1016/S1876-3804(25)60590-8
Xianzheng ZHAO , Xiugang PU , Qun LUO , Guochao XIA , Shiqi GUI , Xiongying DONG , Zhannan SHI , Wenzhong HAN , Wei ZHANG , Shichen WANG , Fan WEN
Guided by the fundamental principles of the whole petroleum system, the control of tectonism, sedimentation, and diagenesis on hydrocarbon accumulation in a fault basin is studied using the data of petroleum geology and exploration of the second member of the Paleogene Kongdian Formation (Kong-2 Member) in the Cangdong Sag, Bohai Bay Basin, China. It is clarified that the circle structure and circle effects are the marked features of a continental fault petroliferous basin, and they govern the orderly distribution of conventional and unconventional hydrocarbons in the whole petroleum systems of the fault basin. Tectonic circle zones control sedimentary circle zones, while sedimentary circle zones and diagenetic circle zones control the spatial distribution of favorable reservoirs, thereby determining the orderly distribution of hydrocarbon accumulations in various circles. A model for the integrated, systematic accumulation of conventional and unconventional hydrocarbons under a multi-circle structure of the whole petroleum system of continental fault basin has been developed. It reveals that each sag of the fault basin is an independent whole petroleum system and circle system, which encompasses multiple orderly circles of conventional and unconventional hydrocarbons controlled by the same source kitchen. From the outer circle to the middle circle and then to the inner circle, there is an orderly transition from structural and stratigraphic reservoirs, to lithological and structural-lithological reservoirs, and finally to tight oil/gas and shale oil/gas enrichment zones. The significant feature of the whole petroleum system is the orderly control of hydrocarbons by multi-circle stratigraphic coupling, with the integrated, orderly distribution of conventional and unconventional reserves being the inevitable result of the multi-layered interaction within the whole petroleum system. This concept of multi-circle stratigraphic coupling for the orderly, integrated accumulation of conventional and unconventional hydrocarbons has guided significant breakthroughs in the overall, three-dimensional exploration and shale oil exploration in the Cangdong Sag.
以渤海湾盆地沧东凹陷古近系孔二段(孔二段)油气地质与勘探资料为基础,以整个油气系统的基本原理为指导,研究了构造、沉积、成岩作用对断陷盆地油气成藏的控制作用。圈层结构和圈层效应是陆相断陷含油气盆地的显著特征,控制着断陷盆地整个含油气系统中常规和非常规油气的有序分布。构造圈闭带控制沉积圈闭带,沉积圈闭带和成岩圈闭带控制有利储层的空间分布,从而决定了各圈闭内油气聚集的有序分布。建立了陆相断陷盆地全含油气系统多圈层结构下常规与非常规油气综合系统成藏模式。揭示断陷盆地各凹陷是一个独立的完整含油气系统和油气圈闭系统,由同一源厨房控制的多个有序常规油气圈闭和非常规油气圈闭组成。从外圈层到中圈层,再到内圈层,依次为构造-地层油气藏、岩性油气藏、构造-岩性油气藏、致密油气和页岩油气富集带。整个含油气系统的显著特征是受多圈地层耦合的有序控制,常规与非常规储量的综合有序分布是整个含油气系统内部多层相互作用的必然结果。这种多圈层耦合、常规油气有序、综合成藏的理念,指导了沧东凹陷整体立体勘探和页岩油勘探取得重大突破。
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引用次数: 0
Development technologies and models of different types of gas reservoirs in Ordos Basin, NW China 鄂尔多斯盆地不同类型气藏开发技术与模式
IF 7 Q1 ENERGY & FUELS Pub Date : 2025-06-01 DOI: 10.1016/S1876-3804(25)60602-1
Ailin JIA , Dewei MENG , Guoting WANG , Guang JI , Zhi GUO , Naichao FENG , Ruohan LIU , Suqi HUANG , Shuai ZHENG , Tong XU
This study systematically reviews the development history and key technological breakthroughs of large gas fields in the Ordos Basin, and summarizes the development models of three gas reservoir types, low-permeability carbonate, low-permeability sandstone and tight sandstone, as well as the progress in deep coal-rock gas development. The current challenges and future development directions are also discussed. Mature development models have been formed for the three representative types of gas reservoirs in the Ordos Basin: (1) Low-permeability carbonate reservoir development model featuring groove fine-scale characterization and three-dimensional vertical succession between Upper and Lower Paleozoic formations. (2) Low-permeability sandstone reservoir development model emphasizing horizontal well pressure-depletion production and vertical well pressure-controlled production. (3) Tight sandstone gas reservoir development model focusing on single-well productivity enhancement and well placement optimization. In deep coal-rock gas development, significant progress has been achieved in reservoir evaluation, sweet spot prediction, and geosteering of horizontal wells. The three types of reservoirs have entered the mid-to-late stages of the development, when the main challenge lies in accurately characterizing residual gas, evaluating secondary gas-bearing layers, and developing precise potential-tapping strategies. In contrast, for the early-stage development of deep coal-rock gas, continuous technological upgrades and cost reduction are essential to achieving economically viable large-scale development. Four key directions of future research and technological breakthroughs are proposed: (1) Utilizing dual-porosity (fracture-matrix) modeling techniques in low-permeability carbonate reservoirs to delineate the volume and distribution of remaining gas in secondary pay zones, supporting well pattern optimization and production enhancement of existing wells. (2) Integrating well-log and seismic data to characterize reservoir spatial distribution of successive strata, enhancing drilling success rates in low-permeability sandstone reservoirs. (3) Utilizing the advantages of horizontal wells to penetrate effective reservoirs laterally, achieving meter-scale quantification of small-scale single sand bodies in tight gas reservoirs, and applying high-resolution 3D geological models to clarify the distribution of remaining gas and guide well placement optimization. (4) Further strengthening the evaluation of deep coal-rock gas in terms of resource potential, well type and pattern, reservoir stimulation, single-well performance, and economic viability.
系统回顾了鄂尔多斯盆地大气田的开发历程和关键技术突破,总结了低渗透碳酸盐岩、低渗透砂岩和致密砂岩三种气藏类型的开发模式,以及深部煤岩天然气开发进展。讨论了当前面临的挑战和未来的发展方向。鄂尔多斯盆地具有代表性的3类气藏已形成成熟的开发模式:(1)以沟槽精细尺度表征、上下古生界三维垂向序列为特征的低渗透碳酸盐岩储层开发模式。(2)以水平井压降开采、直井压控开采为主的低渗透砂岩油藏开发模式。(3)以单井产能提高和井位优化为重点的致密砂岩气藏开发模式。深层煤岩气开发在储层评价、甜点预测、水平井地质导向等方面取得了重大进展。三种类型储层均已进入中后期开发阶段,当前面临的主要挑战是如何准确识别残余气特征、评价次生含气层、制定精准的出潜策略。相比之下,对于深部煤岩气的早期开发,要实现经济上可行的大规模开发,必须不断进行技术升级和降低成本。提出了今后研究和技术突破的四个重点方向:(1)利用低渗透碳酸盐岩储层双孔隙度(缝基质)建模技术,圈定二次产层剩余气体积和分布,支持现有井优化井网和增产;(2)综合测井和地震资料,刻画连续地层储层空间分布特征,提高低渗透砂岩储层钻井成功率。(3)利用水平井优势横向穿透有效储层,实现致密气藏小尺度单砂体的米尺度量化,应用高分辨率三维地质模型明确剩余气分布,指导配井优化。(4)进一步加强深部煤岩气资源潜力评价、井型网型评价、储层改造评价、单井动态评价和经济可行性评价。
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引用次数: 0
Application of borehole images in the characterization of volcanic paleoenvironments with implications for the exploration of hydrocarbons in Brazilian basins 井眼图像在巴西盆地火山古环境表征中的应用及其油气勘探意义
IF 7 Q1 ENERGY & FUELS Pub Date : 2025-06-01 DOI: 10.1016/S1876-3804(25)60597-0
S A FORNERO , J M MILLETT , C M DE JESUS , E F DE LIMA , G M MARINS , N F PEREIRA , L A BEVILAQUA
Conventional borehole image log interpretation of linear fractures on volcanic rocks, represented as sinusoids on unwrapped cylinder projections, is relatively straight-forward, however, interpreting non-linear rock structures and complex facies geometries can be more challenging. To characterize diverse volcanic paleoenvironments related to the formation of the South American continent, this study presents a new methodology based on image logs, petrography, seismic data, and outcrop analogues. The presented methodology used pseudo-boreholes images generated from outcrop photographs with typical igneous rock features worldwide simulating 2D unwrapped cylinder projections of a 31 cm (12.25 in) diameter well. These synthetic images and standard outcrop photographs were used to define morphological patterns of igneous structures and facies for comparison with wireline borehole image logs from subsurface volcanic and subvolcanic units, providing a “visual scale” for geological evaluation of volcanic facies, significantly enhancing the identification efficiency and reliability of complex geological structures. Our analysis focused on various scales of columnar jointing and pillow lava lobes with additional examples including pahoehoe lava, ignimbrite, hyaloclastite, and various intrusive features in Campos, Santos, and Parnaíba basins in Brazil. This approach increases confidence in the interpretation of subvolcanic, subaerial, and subaqueous deposits. The image log interpretation combined with regional geological knowledge has enabled paleoenvironmental insights into the rift magmatism system related to the breakup of Gondwana with associated implications for hydrocarbon exploration.
传统的井眼图像测井解释火山岩的线性裂缝(在未包裹的圆柱体投影上以正弦波表示)相对简单,然而,解释非线性岩石结构和复杂的相几何形状可能更具挑战性。为了描述与南美大陆形成相关的不同火山古环境,本研究提出了一种基于图像测井、岩石学、地震资料和露头类似物的新方法。所提出的方法使用了模拟直径为31厘米(12.25英寸)的井的二维未包裹圆柱体投影的伪井眼图像,这些图像来自具有典型火成岩特征的露头照片。利用这些合成图像和标准露头照片确定火成岩构造和相的形态模式,并与地下火山和次火山单元的电缆测井图像进行对比,为火山相的地质评价提供了“视觉尺度”,显著提高了复杂地质构造的识别效率和可靠性。我们的分析主要集中在巴西Campos、Santos和Parnaíba盆地的各种规模的柱状节缝和枕状熔岩裂片,另外还包括pahohoe熔岩、火成岩、透明碎屑岩和各种侵入特征。这种方法增加了对次火山、陆上和水下沉积物解释的信心。图像测井解释结合区域地质知识,对冈瓦纳裂谷岩浆作用系统的古环境特征有了深入的认识,对油气勘探具有重要意义。
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引用次数: 0
Technology and understanding of post-fracturing coring in three-dimensional development zone of Fuling shale gas, Sichuan Basin, SW China 四川盆地涪陵页岩气三维发育带压裂后取心技术与认识
IF 7 Q1 ENERGY & FUELS Pub Date : 2025-06-01 DOI: 10.1016/S1876-3804(25)60599-4
Huanquan SUN , Zhiyong LU , Li LIU , Jichao FANG , Aiwei ZHENG , Jiqing LI , Yuqiang ZHANG , Jialin XIAO
The core sampling experiments conducted after hydraulic fracturing were carried out in the three-dimensional development zone of Fuling shale gas. Six coring wells of different well types were systematically designed. Based on the integrated engineering technology of post-fracturing drilling, coring and monitoring of shale and the analysis of fracture source tracing, the evaluation of the fracture network after fracturing in the three-dimensional development of shale gas was conducted. The data of core fractures after fracturing indicate that three major types of fractures are formed after fracturing: natural fractures, hydraulic fractures, and fractures induced by external mechanical force, which are further classified into six subcategories: natural structural fractures, natural bedding fractures, hydraulic fractures, hydraulically activated fractures, drilling induced fractures, and fractures induced by core transportation. The forms of the artificial fracture network after fracturing are complex. Hydraulic fractures and hydraulically activated fractures interweave with each other, presenting eight forms of artificial fracture networks, among which the “一”-shaped fracture is the most common, accounting for approximately 70% of the total fractures. When the distance to the fractured wellbore is less than 35 m, the density of the artificial fracture network is relatively high; when it is 35–100 m, the density is lower; and when it is beyond 100 m, the density gradually increases. The results of the fracture tracing in the core sampling area confirm that the current fracturing technology can essentially achieve the differential transformation of the reservoir in the main area of Jiaoshiba block in Fuling. The three-layer three-dimensional development model can efficiently utilize shale gas reserves, although there is still room for improvement in the complexity and propagation uniformity of fractures. It is necessary to further optimize technologies such as close-cutting combined with temporary blocking and deflection within fractures or at fracture mouths, as well as limited flow perforation techniques, to promote the balanced initiation and extension of fractures.
在涪陵页岩气三维开发区内进行了水力压裂后岩心取样实验。系统设计了6口不同井型的取心井。基于页岩压裂后钻井、取心、监测一体化工程技术和裂缝源溯源分析,对页岩气三维开发过程中压裂后裂缝网络进行了评价。压裂后岩心裂缝数据表明,压裂后形成的裂缝主要有天然裂缝、水力裂缝和机械外力诱导裂缝三大类,再细分为天然构造裂缝、天然层理裂缝、水力裂缝、水力活化裂缝、钻井诱导裂缝和岩心运移诱导裂缝六大类。压裂后的人工裂缝网络形态复杂。水力裂缝与水力活化裂缝相互交织,形成8种人工裂缝网络,其中以“_”字形裂缝最为常见,约占总裂缝的70%。当裂缝距井筒小于35 m时,人工裂缝网密度较高;35 ~ 100 m时,密度较低;超过100 m后,密度逐渐增大。岩心取样区裂缝示踪结果证实,目前的压裂技术基本上可以实现涪陵焦石坝区块主区储层的差异性改造。三层三维开发模型可以有效地利用页岩气储量,但裂缝的复杂性和扩展均匀性仍有待提高。需要进一步优化缝内或缝口近切联合暂堵、暂转、限流射孔等技术,促进裂缝起裂与延伸的平衡。
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引用次数: 0
Multi-scale intelligent fusion and dynamic validation for high-resolution seismic data processing in drilling 钻井高分辨率地震数据处理的多尺度智能融合与动态验证
IF 7 Q1 ENERGY & FUELS Pub Date : 2025-06-01 DOI: 10.1016/S1876-3804(25)60596-9
Sanyi YUAN , Yanwu XU , Renjun XIE , Shuai CHEN , Junliang YUAN
During drilling operations, the low resolution of seismic data often limit the accurate characterization of small-scale geological bodies near the borehole and ahead of the drill bit. This study investigates high-resolution seismic data processing technologies and methods tailored for drilling scenarios. The high-resolution processing of seismic data is divided into three stages: pre-drilling processing, post-drilling correction, and while-drilling updating. By integrating seismic data from different stages, spatial ranges, and frequencies, together with information from drilled wells and while-drilling data, and applying artificial intelligence modeling techniques, a progressive high-resolution processing technology of seismic data based on multi-source information fusion is developed, which performs simple and efficient seismic information updates during drilling. Case studies show that, with the gradual integration of multi-source information, the resolution and accuracy of seismic data are significantly improved, and thin-bed weak reflections are more clearly imaged. The updated seismic information while-drilling demonstrates high value in predicting geological bodies ahead of the drill bit. Validation using logging, mud logging, and drilling engineering data ensures the fidelity of the processing results of high-resolution seismic data. This provides clearer and more accurate stratigraphic information for drilling operations, enhancing both drilling safety and efficiency.
在钻井作业中,地震数据的低分辨率往往限制了对井眼附近和钻头前方小型地质体的准确描述。本研究探讨了适合钻井场景的高分辨率地震数据处理技术和方法。地震资料的高分辨率处理分为钻前处理、钻后校正和钻中更新三个阶段。通过将不同阶段、不同空间范围、不同频率的地震数据与钻井和钻中数据相结合,应用人工智能建模技术,开发了一种基于多源信息融合的渐进式高分辨率地震数据处理技术,实现了简单高效的钻井过程中地震信息更新。实例研究表明,随着多源信息的逐步整合,地震资料的分辨率和精度显著提高,薄层弱反射成像更加清晰。随钻更新的地震信息对超前预测地质体具有较高的应用价值。利用测井、录井和钻井工程数据进行验证,确保了高分辨率地震数据处理结果的保真度。这为钻井作业提供了更清晰、更准确的地层信息,提高了钻井安全性和效率。
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引用次数: 0
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Petroleum Exploration and Development
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