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A numerical investigation into the propagation of acid-etched wormholes in geothermal wells 地热井中酸蚀虫洞传播的数值研究
Pub Date : 2024-01-01 DOI: 10.1016/j.uncres.2024.100083
Daobing Wang , Zhan Qu , Cheng Liu , Zongxiao Ren , Bo Yu , Qing Liu , Yongliang Wang , Nai Hao

Carbonate geothermal reservoirs are widespread in the Beijing-Tianjin-Hebei region, and acidification stands out as the most effective method to enhance the heat recovery potential of these reservoirs. To understand the propagation patterns of acidized wormholes in geothermal reservoirs, a pore-Darcy scale mathematical model of acidizing reactions in geothermal reservoirs has been established. A normal random distribution function is introduced to depict the reservoir's heterogeneity. Using the finite element method, the study simulated the impact of injection rate, acid concentration, diffusion coefficient, and acid-rock reaction rate on wormhole morphology. The findings indicate that the reaction is uniform in the early stage of acidification, becoming non-uniform in the late stage, ultimately forming distinctive wormhole structures. The acidification radius is more extensive along a particular direction post-acidification. Increasing the acid injection rate, acid concentration, and initial specific surface area proves beneficial in enhancing the acidizing effect. The outcomes of this study hold theoretical and technical significance for optimizing the thermal recovery efficiency of geothermal reservoirs.

碳酸盐岩地热储层广泛分布于京津冀地区,酸化是提高这些储层热回收潜力的最有效方法。为了解酸化虫洞在地热储层中的传播规律,建立了地热储层酸化反应的孔隙-达西尺度数学模型。模型引入了正态随机分布函数来描述储层的异质性。研究采用有限元法模拟了注入速度、酸浓度、扩散系数和酸岩反应速度对虫孔形态的影响。研究结果表明,酸化初期反应均匀,酸化后期反应不均匀,最终形成独特的虫孔结构。酸化后沿特定方向的酸化半径更大。事实证明,提高注酸速度、酸浓度和初始比表面积有利于增强酸化效果。这项研究成果对于优化地热储层的热回收效率具有理论和技术意义。
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引用次数: 0
Detailed analysis of seismic reflection characteristics of tight sandstone reservoirs in the upper paleozoic of the ordos basin: A case study of block X 鄂尔多斯盆地上古生界致密砂岩储层地震反射特征详析:X区块案例研究
Pub Date : 2024-01-01 DOI: 10.1016/j.uncres.2024.100085
Sheng Chen , Xinyu Li , Bo Yang , Xuan Li , Yaojun Wang , Yadi Yang , Wenhui Du , Yonggen Li , Xiujiao Wang , Lianqun Zhang

Tight sandstone gas represents a crucial domain for augmenting reserves and boosting oil and gas production in the Ordos Basin. Currently, the primary focus for development lies in the Upper Paleozoic tight sandstone gas located in the southwestern Ordos basin. The gas reservoirs in this area present distinct characteristics, including significant burial depth exceeding 4000 m, modest-scale sand bodies, an average thin reservoir thickness of 5.8 m, and rapid lateral variations in sand body distribution. These factors contribute to challenges in establishing a clear correlation between reservoir scale and seismic reflection patterns, leading to uncertainties in reservoir prediction. In this study, three types of seismic reflection characteristics of the bottom interface associated with the development of the S13 reservoir in Block X have been summarized by using Forward modeling: (1) strong reflection of peaks on seismic sections; (2) weak reflection of troughs on seismic sections; and (3) strong reflection of complex waves with the bottom of the Shanxi Formation. The main factors that cause the above seismic reflection characteristics include the thickness of the lower coal seam, the spatial distribution and thickness of the reservoir. The above analysis breaks the inherent understanding that traditional strong seismic reflections are indicative of reservoir development, and instead, based on the three types of seismic reflection waveforms, waveform clustering is used to realize the differentiation of zones in the study area. Furthermore, combining with the facies-controlled high-resolution inversion, we achieved high-precision identification of tight sandstone reservoirs in Block X. This approach can be applied to similar reservoirs both at China and abroad.

致密砂岩气是鄂尔多斯盆地增加储量和提高油气产量的重要领域。目前,开发的主要重点是位于鄂尔多斯盆地西南部的上古生界致密砂岩气。该地区的气藏具有明显的特征,包括埋藏深度超过 4000 米,砂体规模不大,平均薄储层厚度为 5.8 米,砂体分布横向变化快。这些因素给建立储层规模与地震反射模式之间的明确相关性带来了挑战,导致储层预测的不确定性。本研究利用 Forward 模型总结了与 X 区块 S13 储层发育相关的三种底部界面地震反射特征:(1)地震剖面上的峰值强反射;(2)地震剖面上的谷值弱反射;(3)与山西地层底部的复合波强反射。造成上述地震反射特征的主要因素包括下部煤层的厚度、储层的空间分布和厚度等。上述分析打破了传统的强地震反射就表明储层发育的固有认识,而是根据三种地震反射波形,利用波形聚类实现了研究区的分带。此外,结合面控高分辨率反演,我们实现了对 X 区块致密砂岩储层的高精度识别。该方法可应用于国内外类似储层。
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引用次数: 0
Sedimentary: Carbonate microfacies and mineralogy of the southern Benue Trough and eastern Dahomey basin, Nigeria 沉积:尼日利亚贝努埃海槽南部和达荷美盆地东部的碳酸盐微地貌和矿物学
Pub Date : 2024-01-01 DOI: 10.1016/j.uncres.2024.100082
G.O. Aigbadon , A. Ocheli , G.U. Ozulu , Z.J. Sanni , J.D. Akor , S.K. Owolabi

This study presents a detailed investigation into the microfacies, geochemistry, and depositional environments of carbonate rocks from the southern Benue Trough and eastern Dahomey Basin. This analysis involved a combination of techniques, including X-ray diffraction, X-ray fluorescence, scanning electron microscopy with energy-dispersive X-ray spectroscopy and thin-section petrographic examination. Samples from the Igumale Formation of the southern Benue Trough and samples from Ewekoro Formation of the eastern Dahomey Basin were analyzed, offering insights into their mineral compositions, elemental distributions, and depositional environments. In each basin, two carbonate microfacies were identified. The two microfacies found in the Igumale Formation were recognized as micritic bioclastic packstone and sandy bioclastic wackestone. In the Ewekoro Formation, the two microfacies recognized were bioclastic packstone and sparitic peloidal wackestone. The X-ray diffraction analysis of samples from both basins revealed a dominance of calcite. X-ray fluorescence analysis showcased calcium oxide and calcium as the predominant oxide and elements in both basins with varying concentrations. Scanning electron microscopy-energy-dispersive X-ray spectroscopy results unveiled the elemental composition with calcium and silicon emerging as major constituents. The photomicrographs suggest distinct depositional conditions for both samples with those from the Igumale Formation showing evidence of shallow marine and that of the Ewekoro Formation suggesting calm marine environments comprised of fined grained carbonate rocks containing fossils. This study has provided detailed understanding on the nature, microfacies types, mineralogical composition, depositional environment and diagenetic processes of Cretaceous-Paleocene carbonate rocks within the studied basins.

本研究详细调查了贝努埃海槽南部和达荷美盆地东部碳酸盐岩的微观面貌、地球化学和沉积环境。这项分析涉及多种技术,包括 X 射线衍射、X 射线荧光、扫描电子显微镜与能量色散 X 射线光谱以及薄片岩相检查。对贝努埃海槽南部伊古马勒地层的样本和达荷美盆地东部埃韦科罗地层的样本进行了分析,深入了解了它们的矿物成分、元素分布和沉积环境。每个盆地都确定了两种碳酸盐微地层。在伊古马勒地层中发现的两种微岩相被确认为微晶生物碎屑包岩和砂质生物碎屑瓦基岩。在 Ewekoro 地层中,两种微岩相被确认为生物碎屑包裹岩和麻粒岩状球状瓦基岩。对两个盆地的样本进行的 X 射线衍射分析表明,方解石占主导地位。X 射线荧光分析表明,氧化钙和钙是两个盆地中最主要的氧化物和元素,其浓度各不相同。扫描电子显微镜-能量色散 X 射线光谱分析结果揭示了元素组成,钙和硅成为主要成分。显微照片显示出两种样本不同的沉积条件,伊古马勒地层的样本显示出浅海环境,而埃韦科洛地层的样本则显示出平静的海洋环境,由含有化石的细粒碳酸盐岩组成。这项研究让人们详细了解了所研究盆地内白垩纪-古新世碳酸盐岩的性质、微地貌类型、矿物成分、沉积环境和成岩过程。
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引用次数: 0
Process modelling of waste tyre pyrolysis for gas production using response surface methodology 利用响应面法建立废轮胎热解制气工艺模型
Pub Date : 2024-01-01 DOI: 10.1016/j.uncres.2024.100080
Odunayo T. Ore , Festus M. Adebiyi

The search for cleaner and renewable energy sources coupled with the need for environmental protection has necessitated the conversion of municipal solid wastes to energy sources. In this study, the pyrolysis of waste tyres in a fixed-bed reactor was carried out in a bid to generate non-condensable gases. The influence of process variables such as sample weight, reaction temperature, and reaction time were modelled and optimized using the central composite design of the response surface methodology. Based on the central composite design of the response surface methodology, the R2, adjusted R2 and predicted R2 values of 0.968, 0.941 and 0.750 respectively, indicated that the model properly fitted the experimental data. This implied the accuracy of the model prediction. The maximum predicted gas yield of 10.212 wt% was estimated under optimal conditions with desirability of 0.697, a dimensionless value indicating the closeness of the combination of input variables to the desired values for the response variables. The gases obtained upon pyrolysis of waste tyres can serve as a source of hydrocarbon gases in the petroleum and petrochemical industry.

为了寻求更清洁的可再生能源,同时也为了保护环境,有必要将城市固体废物转化为能源。本研究在固定床反应器中对废轮胎进行热解,以产生不凝结气体。采用响应面方法的中心复合设计对样品重量、反应温度和反应时间等工艺变量的影响进行了建模和优化。根据响应面法的中心复合设计,R2、调整 R2 和预测 R2 值分别为 0.968、0.941 和 0.750,表明模型正确拟合了实验数据。这意味着模型预测的准确性。在最佳条件下,预测的最大产气量为 10.212 wt%,可取性为 0.697,这是一个无量纲值,表示输入变量的组合与响应变量的期望值的接近程度。废轮胎热解产生的气体可作为石油和石化工业的碳氢化合物气体来源。
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引用次数: 0
Pore development characteristics and controlling factors of Lower Cambrian Qiongzhusi shale gas reservoir in Sichuan Basin, China 中国四川盆地下寒武统琼珠寺页岩气藏孔隙发育特征及控制因素
Pub Date : 2024-01-01 DOI: 10.1016/j.uncres.2024.100100
Zi-Nuo Zhang , Mi-Ruo Lin , Ke-Lai Xi , Jia-Ming Li

Recently, the shale gas exploration of Lower Cambrian Qiongzhusi Formation in Sichuan Basin has made a great breakthrough. However, the pore characteristics and controlling factors of the shale-gas reservoir in the Qiongzhusi Formation are not clear, which hinders further exploration and development of shale gas. This paper focuses on the Qiongzhusi Formation in the Lower Cambrian of the Sichuan Basin. On the basis of mineral composition and the lithofacies types of shale-gas reservoirs in Qiongzhusi Formation were classified by microscopic observation. Additionally, focused ion beam-scanning electron microscope (FIB-SEM), advanced mineral identification and characterization system (AMICS) analysis, large-field stitching scanning electron microscope technology (MAPS) and nitrogen adsorption experiment were employed to comprehensively determine the differential characteristics and controlling factors of pore development. The results indicate that the pore types in Qiongzhusi Formation are mainly composed of interparticle pores and intercrystalline pores. The pore structure of Qiongzhusi Formation is complex. Significant differences in pore structure parameters are observed among different lithofacies. Quartz and feldspar contribute to the preservation of primary pores due to their strong compressive resistance. Clay minerals and carbonate minerals impede pore development by occluding pores. The influence of organic matter on the pore development is relatively small. According to the mineral composition and pore parameters, laminated shale is a relatively favorable reservoir facies among different lithofacies types.

近年来,四川盆地下寒武统琼珠寺组页岩气勘探取得重大突破。然而,琼珠寺地层页岩气储层的孔隙特征和控制因素尚不明确,阻碍了页岩气的进一步勘探和开发。本文以四川盆地下寒武统琼珠寺组为研究对象。通过显微观察对琼珠寺地层页岩气藏的矿物组成和岩相类型进行了划分。此外,采用聚焦离子束扫描电子显微镜(FIB-SEM)、先进矿物鉴定表征系统(AMICS)分析、大视场缝合扫描电子显微镜技术(MAPS)和氮吸附实验等方法,综合确定了孔隙发育的差异特征和控制因素。结果表明,琼珠寺地层的孔隙类型主要由颗粒间孔隙和晶间孔隙组成。琼珠寺地层孔隙结构复杂。不同岩性的孔隙结构参数存在显著差异。石英和长石具有很强的抗压性,有助于原生孔隙的保存。粘土矿物和碳酸盐矿物通过堵塞孔隙阻碍孔隙发育。有机质对孔隙发育的影响相对较小。根据矿物成分和孔隙参数,层状页岩是不同岩性类型中相对有利的储层面。
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引用次数: 0
Characteristics and model of meandering-river-delta reservoir architecture of member Chang-6 in Fuxian area, Triassic Ordos Basin 鄂尔多斯盆地三叠纪富县地区长-6组蜿蜒-河-三角洲储层结构特征与模型
Pub Date : 2024-01-01 DOI: 10.1016/j.uncres.2024.100084
Zhaoda Teng , Peng Zhu , Xingjian Wang , Rong Qi , Faqi He , Tong Ma

To elucidate the spatial architecture of sand bodies within the Member Chang 6 in the Fuxian area of the Ordos Basin, a comprehensive analysis was conducted leveraging core samples, logging data, mud logging, and other pertinent information. This analysis was guided by both sedimentology theory and the theory of architecture element analysis. Additionally, a detailed investigation of outcrop features was carried out to augment the understanding. The sedimentary characteristics and sand bodies architecture of the Member Chang 6 were meticulously examined at the outcrop locations of Yanhe in Yanchang County, and the Fuxian area. Through this comprehensive examination, a well-defined sand body architecture model was successfully established. The study reveals the presence of nine distinct lithofacies types within the Member Chang 6 of the Fuxian area. Additionally, four primary architecture elements have been identified, namely underwater distributary channels, interdistributary bays, estuary bar, and distant sand bars. The vertical stacking pattern of delta front sand bodies within the meandering river system of the Member Chang 6 can be classified into connected and disconnected types. In terms of lateral arrangement, the superposition pattern is further categorized into butted and cut-stacked types. The sedimentary period of Member Chang 6 in Fuxian area is mainly meandering river delta front. The prevailing water energy is characterized by its subdued nature, resulting in limited sand-carrying capacity. This dynamic leads to the development of a meandering river delta sedimentary model characterized by a gentle near-source slope. The outcomes of this research will serve as a valuable reference for in-depth investigations into the internal architecture of the Chang 6 reservoir and the detailed characterization of oil and gas reservoirs within the Fuxian area.

为阐明鄂尔多斯盆地富县地区长 6 号成员砂体的空间结构,利用岩心样品、测井数据、泥浆测井和其他相关信息进行了综合分析。该分析以沉积学理论和构造元素分析理论为指导。此外,还对露头特征进行了详细调查,以加深理解。在延长县沿河和富县地区的出露地点,对昌 6 号成员的沉积特征和砂体结构进行了细致的研究。通过全面考察,成功地建立了一个定义明确的砂体结构模型。该研究揭示了富县地区长 6 号成员中存在九种不同的岩相类型。此外,还确定了四个主要的结构要素,即水下分流河道、分流间海湾、河口沙洲和远方沙洲。在 "长6号 "成员蜿蜒的河流系统中,三角洲前沿沙体的垂直堆积模式可分为相连型和不相连型。从横向排列来看,叠加模式又可分为对接型和切割叠加型。富县地区 "长 6 号 "沉积期主要为蜿蜒的河流三角洲前缘。盛行水能的特点是不稳定,导致携沙能力有限。这种态势导致了以近源缓坡为特征的蜿蜒河流三角洲沉积模型的形成。这项研究的成果将为深入研究长 6 储层的内部结构以及抚仙地区油气藏的详细特征提供有价值的参考。
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引用次数: 0
IoT enabled Intelligent Energy Management System employing advanced forecasting algorithms and load optimization strategies to enhance renewable energy generation 支持物联网的智能能源管理系统采用先进的预测算法和负荷优化策略,以提高可再生能源发电量
Pub Date : 2024-01-01 DOI: 10.1016/j.uncres.2024.100101
Challa Krishna Rao , Sarat Kumar Sahoo , Franco Fernando Yanine

Effectively utilizing renewable energy sources while avoiding power consumption restrictions is the problem of demand-side energy management. The goal is to develop an intelligent system that can precisely estimate energy availability and plan ahead for the next day in order to overcome this obstacle. The Intelligent Smart Energy Management System (ISEMS) described in this work is designed to control energy usage in a smart grid environment where a significant quantity of renewable energy is being introduced. The proposed system evaluates various predictive models to achieve accurate energy forecasting with hourly and day-ahead planning. When compared to other predictive models, the Support Vector Machine (SVM) regression model based on Particle Swarm Optimization (PSO) seems to have better performance accuracy. Then, using the anticipated requirements, the experimental setup for ISEMS is shown, and its performance is evaluated in various configurations while considering features that are prioritized and associated with user comfort. Furthermore, Internet of Things (IoT) integration is put into practice for monitoring at the user end.

有效利用可再生能源,同时避免用电限制,这就是需求侧能源管理的问题所在。我们的目标是开发一种智能系统,能够精确估计能源供应情况并提前规划第二天的能源使用,从而克服这一障碍。本作品中描述的智能能源管理系统(ISEMS)旨在控制智能电网环境中的能源使用,在这种环境中,大量可再生能源被引入。所提出的系统评估了各种预测模型,以实现每小时和提前一天规划的精确能源预测。与其他预测模型相比,基于粒子群优化(PSO)的支持向量机(SVM)回归模型似乎具有更好的性能精度。然后,根据预期要求,展示了 ISEMS 的实验设置,并在考虑优先级和与用户舒适度相关的特征的同时,评估了其在各种配置下的性能。此外,还将物联网(IoT)集成应用于用户端的监控。
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引用次数: 0
Geochemical characterization and paleo-burial history modelling of unconventional resources: A case study from the Kimmeridge Clay Formation (KCF) in the UK North Sea 非常规资源的地球化学特征和古埋藏史建模:英国北海金梅里奇粘土层 (KCF) 案例研究
Pub Date : 2024-01-01 DOI: 10.1016/j.uncres.2024.100098
Akinniyi A. Akinwumiju, Dorothy Satterfield

For several decades the UK North Sea has been a prolific oil and gas province, with numerous conventional oil and gas discoveries sourced predominantly by the Upper Jurassic to Lower Cretaceous Kimmeridge Clay Formation (KCF). In this study, we have combined the analysis of total organic carbon/pyrolysis and vitrinite reflectance geochemical data from KCF samples with 1D basin modelling to investigate the potential for shale oil and gas plays in the Outer Moray Firth region. The results of geochemical evaluation show that most of the samples have very good to excellent hydrocarbon generation potential and contain predominantly oil-prone Type-II kerogen. A few samples show a significant oil saturation index above 100 mgHC/gTOC, which indicate a good potential for producible shale oil. The modelling results suggest that vitrinite reflectance values for the KCF vary mainly between 0.51 and 1.15%Ro, with kerogen transformation of up to 86 %. This is indicative of early-oil to late-oil/early-gas maturity window at present day, and within the range reported for proven shale oil plays. The KCF shows good oil saturation in most of the modelled well locations of up to 6.4 mg/g rock, indicating potentially producible shale oil. Predictions from modelling support the interpretations from geochemical data.

几十年来,英国北海一直是一个油气资源丰富的地区,发现的大量常规油气主要来自上侏罗统至下白垩统金默里奇粘土层(Kimmeridge Clay Formation,KCF)。在这项研究中,我们将 KCF 样品的总有机碳/热解和玻璃光泽反射地球化学数据分析与一维盆地建模相结合,研究了外莫雷湾地区页岩油气开发的潜力。地球化学评估结果表明,大多数样本具有非常好到极好的碳氢化合物生成潜力,主要含有易生石油的 II 型角质。少数样本显示石油饱和度指数超过 100 毫克HC/克 TOC,这表明页岩油具有良好的生产潜力。建模结果表明,KCF 的玻璃光泽反射率值主要介于 0.51 至 1.15%Ro 之间,角质转化率高达 86%。这表明目前的成熟度为早油至晚油/早气,在已探明页岩油区的报告范围内。在大多数建模井位,KCF 的石油饱和度高达 6.4 毫克/克,这表明页岩油具有潜在的可开采性。建模预测支持地球化学数据的解释。
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引用次数: 0
Shallow and deep geothermal water sources identification in Unai geothermal field, Gujarat, India with applications of Magnetotelluric (MT) 在印度古吉拉特邦乌奈地热田应用磁辐射计(MT)识别浅层和深层地热水源
Pub Date : 2024-01-01 DOI: 10.1016/j.uncres.2024.100086
Manan Shah , Kriti Yadav , Anirbid Sircar

The aim of this study is to conduct and examine the results of a Magnetotelluric (MT) survey in Unai, Gujarat, India for geothermal prospect identification. At Unai, the data was acquired, processed, and interpreted in the form of 2D and 3D MT surveys. Data were acquired at 56 stations in uniformly spaced profiles along the ENE-WSE direction (geological strike direction) with a station spacing of 2 km. Qualitative and quantitative data understanding has been done for geothermal prospect identification. Deep and shallow 1D and 2D models of electrical resistivity were made, which suggests the presence of a geothermal aquifer. This is corroborated by polar and skew tipper diagrams. The one-dimensional Occam models and two-dimensional conjugate gradient models confirm the presence of a low resistivity anomaly near the surface ranging from the depth of 100–700 m. This suggests the presence of a shallow geothermal zone. Apart from the shallow geothermal prospect, this study also delineates a deep conductive body which may be attributed to a matured geothermal reservoir. For a better understanding of the prospect geoelectrical cross sections are analysed from a depth of 10 m to 15 km. The MT cross-sections show the presence of geological features such as a series of faults. These faults form horst and graben in nature and may act as a good trap for the shallow reservoirs.

本研究的目的是对印度古吉拉特邦乌奈的地热勘探进行磁法(MT)勘测并检查勘测结果。在乌奈,以二维和三维 MT 勘测的形式采集、处理和解释了数据。沿 ENE-WSE(地质走向)方向以均匀的剖面在 56 个站点采集了数据,站点间距为 2 千米。对数据进行了定性和定量理解,以确定地热前景。制作了深层和浅层的一维和二维电阻率模型,这表明存在地热含水层。极坐标图和倾斜倾角图也证实了这一点。一维奥卡姆模型和二维共轭梯度模型证实,地表附近 100-700 米深处存在低电阻率异常,这表明存在浅层地热区。除浅层地热勘探区外,本研究还划定了一个深层导电体,该导电体可能是一个成熟的地热储层。为了更好地了解该勘探区,对 10 米至 15 千米深的地电横截面进行了分析。地电断面图显示了一系列断层等地质特征。这些断层形成了地角和地堑,可作为浅层储层的良好陷阱。
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引用次数: 0
High-resolution sequence stratigraphy research based on continuous wavelet transform and INPEFA - A case study in the Kalashayi formation, Tarim Basin, China 基于连续小波变换和 INPEFA 的高分辨率层序地层学研究 - 中国塔里木盆地卡拉沙依地层案例研究
Pub Date : 2024-01-01 DOI: 10.1016/j.uncres.2024.100099
Yongfu Liu, Hong Li, Peng Peng, Meilian Wu, Nan Yan, Xue Qin, Yue Zhang

The Carboniferous Kalashayi Formation, situated in the Lungu-Sangtamu area within the Tarim Basin, exhibits protracted sedimentation periods, intricate sand-mud depositional sequences, and scant paleontological and core datasets. Precision in delineating high-resolution sequences using conventional core and logging data poses a considerable challenge. To enhance the stratigraphic accuracy of the Kalashayi Formation in the Tarim Basin and facilitate quantitative analysis, this study employs continuous wavelet transform on the gamma ray (GR) curves obtained from core wells within the study area. Subsequently, various sequence boundaries are discerned by integrating the resulting wavelet coefficient curves with time-frequency energy maps. Discrimination and subdivision of base-level cycle structures of varying orders are achieved through temporal trend analyses of integrated prediction error filter analysis (INPEFA) curves. Integration of drilling, logging, lithofacies, and core data enables the identification and subdivision of high-resolution sequence stratigraphy using wavelet analysis and INPEFA techniques. Ultimately, the Carboniferous Kalashayi Formation in the Lungu-Sangtamu region is classified into 2 long-term, 5 medium-term, and 14 short-term base-level cycles, establishing a meticulously delineated isochronous stratigraphic framework. This framework serves as a fundamental basis for subsequent discussions on reservoir prediction within the study area.

位于塔里木盆地隆古-桑塔木地区的石炭纪卡拉沙依地层沉积期漫长,砂泥沉积序列错综复杂,古生物学和岩心数据集稀少。利用常规岩心和测井数据精确划分高分辨率序列是一项巨大挑战。为了提高塔里木盆地卡拉沙依地层的地层精度并便于定量分析,本研究对研究区域内岩心井获得的伽马射线(GR)曲线进行了连续小波变换。随后,通过将得到的小波系数曲线与时频能量图进行整合,分辨出不同的层序边界。通过综合预测误差滤波分析(INPEFA)曲线的时间趋势分析,对不同阶次的基底循环结构进行识别和细分。通过整合钻井、测井、岩性和岩心数据,可以利用小波分析和 INPEFA 技术识别和细分高分辨率层序地层。最终,伦古-桑塔木地区的石炭纪卡拉沙依地层被划分为 2 个长期周期、5 个中期周期和 14 个短期基底周期,建立了一个细致划分的等时地层框架。该框架是随后讨论研究区内储层预测的基本依据。
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Unconventional Resources
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