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A Quantitative Evaluation of Shale Gas Content in Different Occurrence States of the Longmaxi Formation: A New Insight from Well JY-A in the Fuling Shale Gas Field,Sichuan Basin 被引量:8
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作者 TANG Ling SONG Yan +8 位作者 LI Qianwen PANG Xiongqi JIANG Zhenxue LI Zhuo TANG Xianglu YU Hailong SUN Yue FAN Shichao ZHU Lin 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2019年第2期400-419,共20页
Comprehensive quantitative evaluation of shale gas content and the controlling factors in different occurrence states is of great significance for accurately assessing gas-bearing capacity and providing effective well... Comprehensive quantitative evaluation of shale gas content and the controlling factors in different occurrence states is of great significance for accurately assessing gas-bearing capacity and providing effective well-production strategies. A total of 122 core samples from well JY-A in the Fuling shale gas field were studied to reveal the characteristics of S_1 l shale,15 of which were selected to further predict the shale gas content in different occurrence states, which are dependent on geological factors in the thermal evolution process. Geological parameters were researched by a number of laboratory programs, and the factors influential in controlling shale gas content were extracted by both PCA and GRA methods and prediction models were confirmed by the BE method using SPSS software. Results reveal that the adsorbed gas content is mainly controlled by TOC, Ro, SSA, PD and pyrite content, and the free gas content is mainly controlled by S_2, quartz content, gas saturation and formation pressure for S_1 l in well JY-A. Three methods, including the on-site gas desorption method, the empirical formula method, and the multiple regression analysis method were used in combination to evaluate the shale gas capacity of well JY-A, all of which show that the overall shale gas content of well JY-A is in the range of 2.0–5.0 m^3/t and that the free gas ratio is about 50%, lower than that of well JY-1. Cause analysis further confirms the tectonics and preservation conditions of S_1 l in the geological processes, especially the influence of eastern boundary faults on well JY-A, as the fundamental reasons for the differences in shale gas enrichment in the Jiaoshiba area. 展开更多
关键词 shale GAS content ON-SITE GAS desorption multiple regression analysis controlling factors Longmaxi shaleS Fuling shale GAS field Jiaoshiba area
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Insights into microscopic oil occurrence characteristics in shales from the Paleogene Funing Formation in Subei Basin,China
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作者 Jun-Jie Wang Peng-Fei Zhang +8 位作者 Shuang-Fang Lu Zi-Zhi Lin Wen-Biao Li Jun-Jian Zhang Wei-Zheng Gao Neng-Wu Zhou Guo-Hui Chen Ya-Jie Yin Han Wu 《Petroleum Science》 2025年第1期55-75,共21页
The microscopic occurrence characteristics primarily constrain the enrichment and mobility of shale oil.This study collected the lacustrine shales from the Palaeogene Funing Formation in the Gaoyou Sag, Subei Basin. C... The microscopic occurrence characteristics primarily constrain the enrichment and mobility of shale oil.This study collected the lacustrine shales from the Palaeogene Funing Formation in the Gaoyou Sag, Subei Basin. Conventional and multistage Rock-Eval, scanning electron microscopy, and nuclear magnetic resonance(NMR) T1-T2were performed to analyze the contents and occurrence characteristics of shale oil. Low-temperature nitrogen adsorption-desorption(LTNA/D) experiments were conducted on the shales before and after extraction. The relationships between shale oil occurrence with organic matter and pore structures were then discussed. Predominantly, the shale oil in the Funing Formation is found within fractures, with secondary occurrences in interparticle pores linked to brittle minerals and sizeable intraparticle pores associated with clay minerals. The selected shales can be categorized into two types based on the nitrogen isotherms. Type A shales are characterized by high contents of felsic and calcareous minerals but low clay minerals, with larger TOC and shale oil values. Conversely, Type B shales are marked by abundant clay minerals but diminished TOC and shale oil contents. The lower BET specific surface area(SSA), larger average pore diameter, and simpler pore surfaces and pore structures lead to the Type A shales being more conducive to shale oil enrichment and mobility. Shale oil content is predominantly governed by the abundance of organic matter, while an overabundance of organic matter typically equates to a reduced ratio of free oil and diminished fluidity. The BET SSA, volumes of pores less than 25 and 100 nm at extracted state all correlate negatively with total and adsorbed oil contents but display no correlation with free oil, while they have positive relationships with capillary-bound water.Consequently, pore water is mainly saturated in micropores(<25 nm) and minipores(25-100 nm), as well as adsorbed oil, while free oil, i.e., bound and movable oil, primarily exists in mesopores(100-1000 nm) and macropores(>1000 nm). These findings may enhance the understanding of the microscopic occurrence characteristics of shale oil and will contribute to guide resource estimation and shale oil sweet spot exploitation in the Gaoyou Sag, Subei Basin. 展开更多
关键词 Occurrence characteristic shale oil content Pore structure Low-temperature nitrogen adsorption-desorption Gaoyou Sag
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Gas occurrence characteristics in marine-continental transitional shale from Shan_(2)^(3)sub-member shale in the Ordos Basin:Implications for shale gas production
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作者 Guangyin Cai Yifan Gu +6 位作者 Dongjun Song Yuqiang Jiang Yonghong Fu Ying Liu Fan Zhang Jiaxun Lu Zhen Qiu 《Natural Gas Industry B》 2025年第3期368-385,共18页
Pore structure characteristics,gas content,and micro-scale gas occurrence mechanisms were investigated in the Shan_(2)^(3)sub-member marine-continental transitional shale of the southeastern margin of the Ordos Basin ... Pore structure characteristics,gas content,and micro-scale gas occurrence mechanisms were investigated in the Shan_(2)^(3)sub-member marine-continental transitional shale of the southeastern margin of the Ordos Basin using scanning electron microscope images,lowtemperature N_(2)/CO_(2)adsorption and high-pressure mercury intrusion,methane isothermal adsorption experiments,and CH4-saturated nuclear magnetic resonance(NMR).Two distinct shale types were identified:organic pore-rich shale(Type OP)and microfracture-rich shale(Type M).The Type OP shale exhibited relatively well-developed organic matter pores,while the Type M shale was primarily characterized by a high degree of microfracture development.An experimental method combining methane isothermal adsorption on crushed samples and CH4-saturated NMR of plug samples was proposed to determine the adsorbed gas,free gas,and total gas content under high temperature and pressure conditions.There were four main research findings.(1)Marine-continental transitional shale exhibited substantial total gas content in situ,ranging from 2.58 to 5.73 cm^(3)/g,with an average of 4.35 cm^(3)/g.The adsorbed gas primarily resided in organic matter pores through micropore filling and multilayer adsorption,followed by multilayer adsorption in clay pores.(2)The changes in adsorbed and free pore volumes can be divided into four stages.Pores of<5 nm exclusively contain adsorbed gas,while those of 5-20 nm have a high proportion of adsorbed gas alongside free gas.Pores ranging from 20 to 100 nm have a high proportion of free gas and few adsorbed gas,while pores of>100 nm and microfractures are almost predominantly free gas.(3)The proportion of adsorbed gas in Type OP shale exceeds that in Type M,reaching 66%.(4)Methane adsorbed in Type OP shale demonstrates greater desorption capability,suggesting a potential for enhanced stable production,which finds support in existing production well data.However,it must be emphasized that high-gas-bearing intervals in both types present valuable opportunities for exploration and development.These data may support future model validations and enhance confidence in exploring and developing marine-continental transitional shale gas. 展开更多
关键词 Marine-continental transitional shale shale gas content Micro-scale shale gas occurrence characteristics Production practice
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Microscopic oil occurrence in high-maturity lacustrine shales:Qingshankou Formation,Gulong Sag,Songliao Basin 被引量:3
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作者 Jing-Ya Zhang Ru-Kai Zhu +5 位作者 Song-Tao Wu Xiao-Hua Jiang Chang Liu Yi Cai Su-Rong Zhang Tian-Shu Zhang 《Petroleum Science》 SCIE EI CSCD 2023年第5期2726-2746,共21页
Occurrence and mobility of shale oil are prerequisites for evaluating shale oil reserves and prioritizing exploration targets,particularly for heterogeneous lacustrine shales.The Qingshankou Formation in the Gulong Sa... Occurrence and mobility of shale oil are prerequisites for evaluating shale oil reserves and prioritizing exploration targets,particularly for heterogeneous lacustrine shales.The Qingshankou Formation in the Gulong Sag,Songliao Basin is a classic lacustrine pure shale reservoir that contains abundant shale oil resources.The predicted geological reserves of the shale are 1.268×10^(9) t.In this study,field emission scanning electron microscope(FE-SEM),the modular automated processing system(MAPS),pyrolysisgas chromatography(Py-GC),low-pressure nitrogen gas adsorption(LPNA),Soxhlet extraction,pyrolysis,and 2-D nuclear magnetic resonance(NMR)were integrated to describe the shale oil components,microscopic occurrence,mobility,and the effective pore size distribution.Meanwhile,the related controlling factors are discussed.The shale oil in the Qingshankou Fm exists dominantly in the matrix pores of the clay minerals,with small amounts distributed in the intergranular pores of terrigenous clastic grains,intercrystalline pores of pyrite,intragranular pores of ostracod shells,and micro-fractures.Shale oil is distributed in the pore spaces of variable sizes in different lithofacies.The clay mineral-laminated shales are characterized by the broadest range of pore size and largest volume of pore spaces with shale oil distribution,while the ostracod-laminated shales have limited pore spaces retaining oil.Furthermore,the proposed integrated analysis evaluates the shale oil molecules existing in two states:movable,and adsorbed oil,respectively.The result illustrates that movable oil takes up 30.6%e79.4%of the total residual oil.TOC,mineral composition,and pore structures of the shale joint together to control the states and mobility of the shale oil.TOC values are positively correlated with the quantities of shale oil regardless of the state of oil.The mineral components significantly impact the state of shale oil.Noticeable differences in the states of oil were observed following the changing types of minerals,possibly due to their difference in adsorption capacity and wettability.Clay minerals attract more adsorbed oil than movable oil.Felsic minerals generally decrease the occurrence of total and adsorbed oil.Carbonate plays a positive role in hydrocarbon retention of all the shale oil states.As for the pore structure,the average pore size exerts a critical impact on the total,movable,and adsorbed oil content.The total pore volume and specific surface area of shales play a principal role in controlling the total yields and amounts of adsorbed oil.This research improves the understanding of the occurrence characteristics and enrichment mechanisms of shale oil in terrestrial pure shales and provides a reference for locating favorable shale oil exploration areas. 展开更多
关键词 shale oil content Occurrence states Micro-oil distribution Effective pore spaces Controlling factors Gulong sag
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Correction Method of Light Hydrocarbons Losing and Heavy Hydrocarbon Handling for Residual Hydrocarbon (S_1) from Shale 被引量:10
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作者 WANG Min TIAN Shansi +3 位作者 CHEN Guohui XUE Haitao HUANG Aihua WANG Wenguang 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2014年第6期1792-1797,共6页
In China, hot researches on shale oil were raised by the important breakthrough of shale oil in America. Obviously, the first important issue is the actual shale oil resource potential of China, and the selection of t... In China, hot researches on shale oil were raised by the important breakthrough of shale oil in America. Obviously, the first important issue is the actual shale oil resource potential of China, and the selection of the key appraisement parameter is vital to the shale oil resource amount. Among the appraisement parameters, the oil content parameter(S1) is the key one, but the evaluation result is generally lower because of light hydrocarbon losing and heavy hydrocarbon handling. And the more important thing is that the light hydrocarbon with small molecular weight is more recoverable, and therefore its amount is important to the total shale oil yields. Based on pyrolysis experiments and the kinetic model of hydrocarbon generation, correction factors and a model of light hydrocarbon losing and heavy hydrocarbon handling were established. The results show that the correction factor of heavy hydrocarbon handling is 3.2, and that of light hydrocarbon losing is controlled by kerogen type, maturity and hydrocarbon generation environment(closed or open). 展开更多
关键词 oil content S1 shale oil light hydrocarbons losing heavy hydrocarbon handling
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Discovery and Analysis of Shale Gas in a Carboniferous Reservoir and its Enrichment Characteristics in the Northern Nanpanjiang Depression, Guizhou Province, China 被引量:5
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作者 LU Shufan LUO Xiangjian +3 位作者 DU Shengjiang HE Ben FU Hongbin LIU Kuiyong 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2019年第3期561-572,共12页
Shale gas resources are considered to be extremely abundant in southern China,which has dedicated considerable attention to shale gas exploration in recent years.Exploration of shale gas has considerably progressed an... Shale gas resources are considered to be extremely abundant in southern China,which has dedicated considerable attention to shale gas exploration in recent years.Exploration of shale gas has considerably progressed and several breakthroughs have been made in China.However,shale gas explorations are still scarce.Summary and detailed analysis studies on black shale reservoirs are still to be performed for many areas.This lack of information slows the progress of shale gas explorations and results in low quantities of stored black shale.The Carboniferous Dawuba Formation,which is widely distributed and considerably thick,is one of the black shale formations targeted for shale gas exploration in southern China in the recent years.The acquisition and analysis of total organic carbon,vitrinite reflectance,types of organic matter,mineral composition,porosity,and permeability are basic but important processes.In addition,we analyzed the microscopic pores present in the shale.This study also showesd the good gas content of the Dawuba Formation,as well as the geological factors affecting its gas content and other characteristics.To understand the prospect of exploration,we compared this with other shale reservoirs which have been already successfully explored for gas.Our comparison showesd that those shale reservoirs have similar but not identical geological characteristics. 展开更多
关键词 Nanpanjiang DEPRESSION Dawuba Formation shale GAS organic geochemistry RESERVOIR GAS content
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Economic feasibility and efficiency enhancement approaches for in situ upgrading of low-maturity organic-rich shale from an energy consumption ratio perspective
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作者 LU Shuangfang WANG Jun +5 位作者 LI Wenbiao CAO Yixin CHEN Fangwen LI Jijun XUE Haitao WANG Min 《地学前缘》 EI CAS CSCD 北大核心 2023年第1期281-295,共15页
The technical feasibility of in situ upgrading technology to develop the enormous oil and gas resource potential in low-maturity shale is widely acknowledged.However,because of the large quantities of energy required ... The technical feasibility of in situ upgrading technology to develop the enormous oil and gas resource potential in low-maturity shale is widely acknowledged.However,because of the large quantities of energy required to heat shale,its economic feasibility is still a matter of debate and has yet to be convincingly demonstrated quantitatively.Based on the energy conservation law,the energy acquisition of oil and gas generation and the energy consumption of organic matter cracking,shale heat-absorption,and surrounding rock heat dissipation during in situ heating were evaluated in this study.The energy consumption ratios for different conditions were determined,and the factors that influence them were analyzed.The results show that the energy consumption ratio increases rapidly with increasing total organic carbon(TOC)content.For oil-prone shales,the TOC content corresponding to an energy consumption ratio of 3 is approximately 4.2%.This indicates that shale with a high TOC content can be expected to reduce the project cost through large-scale operation,making the energy consumption ratio after consideration of the project cost greater than 1.In situ heating and upgrading technology can achieve economic benefits.The main methods for improving the economic feasibility by analyzing factors that influence the energy consumption ratio include the following:(1)exploring technologies that efficiently heat shale but reduce the heat dissipation of surrounding rocks,(2)exploring technologies for efficient transformation of organic matter into oil and gas,i.e.,exploring technologies with catalytic effects,or the capability to reduce in situ heating time,and(3)establishing a horizontal well deployment technology that comprehensively considers the energy consumption ratio,time cost,and engineering cost. 展开更多
关键词 shale gas content in situ upgrading energy consumption ratio high-efficiency heating efficient organic matter transformation
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The Marine Redox Change and Nitrogen Cycle in the Early Cryogenian Interglacial Time: Evidence from Nitrogen Isotopes and Mo Contents of the Basal Datangpo Formation, Northeastern Guizhou, South China 被引量:4
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作者 Wei Wei Dan Wang +6 位作者 Da Li Hongfei Ling Xi Chen Guangyi Wei Feifei Zhang Xiangkun Zhu Bin Yan 《Journal of Earth Science》 SCIE CAS CSCD 2016年第2期233-241,共9页
Cryogenian Datangpo Formation was deposited during the interglacial time between the Sturtian and Marinoan ice ages. We studied nitrogen isotope compositions and contents of Mo of the black shales from the basal Datan... Cryogenian Datangpo Formation was deposited during the interglacial time between the Sturtian and Marinoan ice ages. We studied nitrogen isotope compositions and contents of Mo of the black shales from the basal Datangpo Formation in northeastern Guizhou, South China, for an attempt to reconstruct the marine redox change and nitrogen cycle during the interglacial time. Based on lithostratigraphy as well as geochemical profiles, the basal black shales can be divided into four intervals: Interval 1 has the lowest δ^(15)N value(+5.0‰); in interval 2, δ^(15)N values vary between +6.4‰ and +7.4‰(the first peak); interval 3 records stable values of δ^(15)N around +6‰; and interval 4 is characterized by its higher δ^(15)N values, between +6.7‰ and +7.8‰(the second peak). The values of enrichment factor of Mo decrease from 56.8 to 2.6 with the ascending stratigraphic trend. It indicated that immediately after the Sturtian glaciations, the marine seawater above the transitional zone between the shelf to slope of the southern margin of the Yangtze Platform was stratified, with shallow seawater being oxic but deep water being sulfidic. Subsequently, high denitrification rates prevailed in expanded suboxic areas in spite of a short emergence of an oxic condition in the surface seawater, and the deep seawaters were still anoxic or even euxinic. 展开更多
关键词 nitrogen isotope molybdenum content Early Cryogenian interglacial time black shale Datangpo Formation Yangtze Platform South China.
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含水率对三轴多级加卸载下页岩力学及声发射特性的影响
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作者 张遂 严强 +2 位作者 曹洋兵 蔡福明 沈红钱 《金属矿山》 北大核心 2025年第2期33-40,共8页
页岩是黔东深部锰矿等金属矿体的重要围岩。由于矿体开采导致的复杂应力与地下水重分布条件,矿体顶板页岩失稳灾害频繁发生。研究含水率和加卸载路径影响下页岩力学及声发射特性具有重要意义。开展不同围压与含水率下页岩试样的三轴多... 页岩是黔东深部锰矿等金属矿体的重要围岩。由于矿体开采导致的复杂应力与地下水重分布条件,矿体顶板页岩失稳灾害频繁发生。研究含水率和加卸载路径影响下页岩力学及声发射特性具有重要意义。开展不同围压与含水率下页岩试样的三轴多级加卸载试验,结合声发射监测,研究了页岩力学及声发射特性,并探究了含水率对页岩强度的影响机理。结果表明:相同含水率与围压下,页岩单调加载下三轴压缩强度大于多级加卸载循环条件;在三轴多级加卸载下,页岩三轴抗压强度随含水率的增加而显著降低;随着含水率和围压的增加,页岩破坏模式由拉伸破坏主导型向剪切破坏主导型转变;含水率越高,页岩的主穿透裂缝越多,声发射b值越大,Felicity比值越低;含水率增加时,矿物溶解和液桥结合力降低等因素综合导致页岩抗压强度降低。研究结论可为黔东深部锰矿等矿体顶板页岩力学参数的确定与声发射破坏前兆的甄别提供支撑。 展开更多
关键词 页岩 含水率 多级加卸载 力学特性 声发射
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中国石化探区和邻区油页岩原位开采选区评价 被引量:2
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作者 郭旭升 李王鹏 +8 位作者 申宝剑 胡宗全 赵培荣 黎茂稳 高波 冯动军 刘雅利 武晓玲 苏建政 《油气藏评价与开发》 北大核心 2025年第1期1-10,共10页
中国石化探区油页岩资源丰富,是国家重要的战略储备资源和补充能源。加快油页岩勘探开发对改善中国能源结构和保障国家能源安全具有重要意义。为了实现油页岩规模勘探与效益开发,通过调研梳理国内外成功开展油页岩原位开采现场试验的技... 中国石化探区油页岩资源丰富,是国家重要的战略储备资源和补充能源。加快油页岩勘探开发对改善中国能源结构和保障国家能源安全具有重要意义。为了实现油页岩规模勘探与效益开发,通过调研梳理国内外成功开展油页岩原位开采现场试验的技术,分析试验区特征、地质和工程适应性、选区选层要求等认为:国外壳牌公司电加热法技术、中国吉林众诚公司的原位压裂化学干馏技术和吉林大学的局部化学反应法原位裂解技术实施了现场先导试验并获得成功,但中国两项技术的成熟度和可行性有待进一步研究论证,且现有的原位开采技术对深部油页岩的适应性均未得到验证。通过开展油页岩原位开采技术特点、地质资源条件、开采工程条件梳理分析,针对约束中国油页岩原位开采的关键因素,结合加热方式确定了4项地质参数、6项工程参数和分级评价界限,并根据约束油页岩原位开采利用的程度确定各参数的权重,建立了油页岩原位开采有利区地质-工程双因素评价模型,优选出15个中国石化探区和邻区油页岩Ⅰ类有利区。对选出的有利区进一步分析其顶底板、断裂、可动水等关键因素的影响,并综合评价优选出4个试验目标区,分别为:鄂尔多斯盆地南缘旬邑区块、博格达山北麓南缘上黄山街含矿区、茂名盆地电白含矿区、抚顺盆地抚顺含矿区。 展开更多
关键词 油页岩 含油率 加热方式 原位转化 选区评价
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基于动静态实验与核磁共振技术的低渗透砂岩储层酸岩溶蚀机制研究
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作者 王昭凯 牟倩楠 +4 位作者 赵红雨 张永波 吕东方 李哲 赵光 《石油钻采工艺》 北大核心 2025年第4期452-463,共12页
研究低渗透储层酸岩溶蚀机理,明确泥质含量、酸液浓度等因素对酸液溶蚀效率的影响,对优化酸液选择、提高酸化效果具有重要意义。结合静态溶蚀(矿物岩板,20~60℃)与动态渗流(酸液质量分数1%~5%,岩心渗透率(0.1~1)×10^(-3)μm^(2),... 研究低渗透储层酸岩溶蚀机理,明确泥质含量、酸液浓度等因素对酸液溶蚀效率的影响,对优化酸液选择、提高酸化效果具有重要意义。结合静态溶蚀(矿物岩板,20~60℃)与动态渗流(酸液质量分数1%~5%,岩心渗透率(0.1~1)×10^(-3)μm^(2),泥质含量8%~44%)两种实验模式,分析了盐酸、土酸与乙酸在不同条件下的溶蚀规律;并引入核磁共振在线监测技术,评估了酸液驱替前后孔隙结构变化。研究结果表明:石英耐蚀性强(24 h溶蚀率<3%),而蒙脱石易被溶蚀(24 h溶蚀率可达54.46%),且溶蚀率随温度升高而提升;岩石渗透率、酸液浓度及泥质含量的提升均能增强溶蚀效果,因此高渗透率岩心酸蚀效果优于低渗岩心;5%土酸溶蚀效果最优,可使岩心孔隙度提高14.39%,渗透率提高76.30%。综合认为,泥质矿物(特别是蒙脱石)是影响酸蚀效率的关键因素,对于泥质含量≥20%的低渗砂岩储层,推荐采用5%土酸进行酸化。核磁共振-压汞联用技术的应用使孔隙结构描述精度提升了10%以上。 展开更多
关键词 低渗透砂岩储层 酸化 溶蚀规律 核磁共振 泥质含量 动静态实验
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基于机器学习的页岩总有机碳含量评价方法 被引量:3
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作者 王宵宇 廖广志 +3 位作者 黄文松 刘海山 孔详文 赵子斌 《石油科学通报》 2025年第2期392-403,共12页
总有机碳(TOC)含量是评估烃源岩储层品质和生烃潜力的重要地球化学参数之一,其准确预测对页岩油气勘探开发具有重要意义。随着人工智能技术的快速发展,单一机器学习方法常被应用于TOC含量评价。然而,单一机器学习方法存在过拟合、欠拟... 总有机碳(TOC)含量是评估烃源岩储层品质和生烃潜力的重要地球化学参数之一,其准确预测对页岩油气勘探开发具有重要意义。随着人工智能技术的快速发展,单一机器学习方法常被应用于TOC含量评价。然而,单一机器学习方法存在过拟合、欠拟合和目标函数局部最优等问题。集成模型被证实通过整合多个智能算法可以提高预测精度和稳定性能,其中组合策略是优化集成模型的关键之一。算术平均法作为组合策略难以充分发挥最佳模型的预测性能,而且容易受到预测误差较大的智能算法的影响。加权求和法作为组合策略根据训练数据确定加权系数,在训练集上表现出色,却在测试集中表现欠佳。本文提出了一种基于智能匹配技术的集成模型(IMTEM),采用极限梯度提升、随机森林、支持向量机和极限学习机作为算法模块对输入数据进行初步处理,提取的特征信息与原始测井响应共同输入到前馈神经网络层中进行非线性转换以及特征学习,从而对页岩TOC含量进行准确且连续的评价。将本文提出的方法应用于四川盆地龙马溪组页岩TOC含量预测,测试结果表明,相比于两种集成模型、5种基础模型和△log R方法,IMTEM的预测结果与岩心实测TOC含量一致性更高,更适用于页岩TOC含量的预测。 展开更多
关键词 机器学习 测井评价 页岩地层 总有机碳含量 集成模型
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深层页岩气渗吸储能压裂技术研究 被引量:1
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作者 魏玉华 邸士莹 +2 位作者 程时清 史文洋 田中政 《石油化工应用》 2025年第1期22-25,42,共5页
深层页岩气结构复杂、低孔低渗,孔隙发育但连通性差,导致压裂改造难,压裂效果不理想。为了提高页岩压裂效果,基于某深层页岩气藏,分析页岩脆性矿物含量、储层微观结构,依据复杂裂缝原理,制定提高页岩裂缝复杂程度的设计方案;运用渗吸原... 深层页岩气结构复杂、低孔低渗,孔隙发育但连通性差,导致压裂改造难,压裂效果不理想。为了提高页岩压裂效果,基于某深层页岩气藏,分析页岩脆性矿物含量、储层微观结构,依据复杂裂缝原理,制定提高页岩裂缝复杂程度的设计方案;运用渗吸原理,提高压裂强度,增加渗吸体积。提出采用“复杂裂缝网络渗吸储能”的压裂方案,提高基质动用程度,增加页岩气产量。现场应用结果表明,最高日产气量6×10^(4)m^(3),实现了深层页岩压裂新突破,研究成果为页岩气藏压裂增产措施提供理论指导和技术支撑。 展开更多
关键词 深层页岩气 脆性矿物含量 储层微观结构 复杂裂缝 渗吸作用
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鄂尔多斯盆地东缘页岩气关键参数计算及储层评价
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作者 刘金立 侯振学 +1 位作者 梁长久 宋光建 《石油地质与工程》 2025年第1期1-6,共6页
为了评价鄂尔多斯盆地东缘页岩气勘探潜力,以盆地东缘LX区块为目标,根据测井资料和实验分析数据,结合四川盆地海相页岩气及鄂尔多斯盆地陆相页岩油勘探开发成果,对LX地区海陆过渡相泥页岩进行分类,并建立关键参数计算方法。结果表明:鄂... 为了评价鄂尔多斯盆地东缘页岩气勘探潜力,以盆地东缘LX区块为目标,根据测井资料和实验分析数据,结合四川盆地海相页岩气及鄂尔多斯盆地陆相页岩油勘探开发成果,对LX地区海陆过渡相泥页岩进行分类,并建立关键参数计算方法。结果表明:鄂尔多斯盆地东缘海陆过渡相页岩存在类海相与类陆相两种类型,依据岩心实验资料对页岩气矿物组分、有机质含量、夹层比等关键参数进行分析,利用最优化方法、曲线回归方法、电成像测井方法对关键参数进行计算;海陆过渡相页岩气厚度、脆性、矿物含量、有机质含量等储层关键参数与成熟页岩油气区块类似,证明LX地区页岩气勘探潜力大,在此基础上建立了储层划分标准;研究成果为鄂尔多斯盆地页岩气评价提供了重要数据及有效手段。 展开更多
关键词 鄂尔多斯盆地 页岩气 海陆过渡相 脆性指数 有机碳含量
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渝西大安地区五峰组-龙马溪组深层页岩微观孔隙结构与含气性控制因素 被引量:1
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作者 王馨佩 刘成林 +7 位作者 蒋立伟 冯德浩 邹辰 刘飞 李君军 贺昱搏 董明祥 焦鹏飞 《石油与天然气地质》 北大核心 2025年第1期230-245,共16页
四川盆地渝西大安地区是五峰组-龙马溪组深层页岩气的勘探新区,具有良好的勘探前景,但页岩储层微观孔隙结构特征及其对含气性的控制作用仍不清楚,制约了页岩气勘探进程。基于扫描电镜、低温气体吸附及核磁共振实验分析测试资料,研究了... 四川盆地渝西大安地区是五峰组-龙马溪组深层页岩气的勘探新区,具有良好的勘探前景,但页岩储层微观孔隙结构特征及其对含气性的控制作用仍不清楚,制约了页岩气勘探进程。基于扫描电镜、低温气体吸附及核磁共振实验分析测试资料,研究了五峰组-龙马溪组不同岩相深层页岩的孔隙结构特征及其对含气性差异的控制作用。研究结果表明:①大安地区深层页岩主要发育硅质页岩相、混合硅质页岩相、含黏土硅质页岩相和黏土质/硅质混合质页岩相,孔隙类型以有机质孔为主,发育晶间孔、溶蚀孔和黏土矿物层间孔,可见有机质充填缝、黏土矿物层间缝和构造应力缝。②深层页岩孔隙结构主要为介孔(2~50 nm)和宏孔(>50 nm)。TOC含量增加有利于微孔(<2 nm)和宏孔发育,硅质矿物含量增加促进宏孔发育,黏土矿物含量增加促进介孔发育。③深层页岩含气性与TOC、硅质矿物含量成正相关,宏孔体积增大页岩气含气量增加;高硅质含量的页岩相含气性最好,是深层页岩气富集的有利岩相。④中浅层页岩主要发育微孔和介孔,以吸附气为主。深层页岩主要发育介孔和宏孔,以游离气为主。深层页岩中宏孔的发育有利于游离气的储集,增加了深层页岩的含气量。 展开更多
关键词 孔隙结构 含气性 五峰组-龙马溪组 深层页岩气 大安地区 四川盆地
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下扬子地区孤峰组页岩孔径分布特征及对含气性的影响
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作者 刘桃 廖圣兵 +4 位作者 方朝刚 章诚诚 周道容 邵威 王元俊 《中国地质》 北大核心 2025年第4期1469-1484,共16页
【研究目的】页岩储层孔径分布是影响页岩气赋存的关键要素,明确页岩孔径分布特征是研究页岩气富集规律的基础。【研究方法】本文以WWD-1井孤峰组页岩为例,借助XRD、有机地球化学、高压压汞、N_(2)吸附及CO_(2)吸附等实验,开展下扬子地... 【研究目的】页岩储层孔径分布是影响页岩气赋存的关键要素,明确页岩孔径分布特征是研究页岩气富集规律的基础。【研究方法】本文以WWD-1井孤峰组页岩为例,借助XRD、有机地球化学、高压压汞、N_(2)吸附及CO_(2)吸附等实验,开展下扬子地区孤峰组页岩孔径分布特征研究,并进一步探讨了孔径分布对页岩含气性的影响。【研究结果】孤峰组页岩有机质丰度高,TOC介于2.72%~6.71%,具备良好的生烃潜力;孤峰组页岩孔径分布复杂,微孔、介孔与宏孔均有发育,但孤峰组页岩的孔隙体积主要由介孔贡献,介孔贡献率达50%~68%;有机质生烃演化为孤峰组页岩提供了大量微孔和介孔,黏土矿物主要发育微孔,碳酸盐矿物则对宏孔发育具有重要意义;微孔与介孔控制着页岩储层比表面积的发育程度,同时介孔、宏孔对总孔体积具有重要影响,微孔与介孔的发育有利于吸附气的赋存,增加内在气体保存能力,而介孔、宏孔的发育可为游离气提供赋存空间,增加总含气量;在构造稳定区,介孔及宏孔储层可作为有利勘探对象,但在复杂构造区,则介孔储层具备更大优势。【结论】位于下扬子复杂构造区,以介孔为主的孤峰组页岩,可兼具吸附气与游离气混合赋存特征,在保证总含气量的同时,具备一定的抗逸散能力,可作为下扬子页岩气勘探开发的主力层位。 展开更多
关键词 页岩气 孤峰组页岩 孔径分布 含气性 油气勘查工程 下扬子地区
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北部湾盆地涠西南凹陷流沙港组页岩油赋存空间多尺度表征及可动性评价 被引量:4
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作者 范彩伟 游君君 周刚 《地球科学》 北大核心 2025年第1期127-143,共17页
为了明确北部湾盆地涠西南凹陷流沙港组页岩油赋存空间及可动性特征,采用岩石薄片鉴定、荧光观测、扫描电镜、氮气吸附、高压压汞、数字岩心分析、核磁共振、多温阶热解等实验技术,对涠西南凹陷流沙港组不同类型页岩油的储层孔隙结构、... 为了明确北部湾盆地涠西南凹陷流沙港组页岩油赋存空间及可动性特征,采用岩石薄片鉴定、荧光观测、扫描电镜、氮气吸附、高压压汞、数字岩心分析、核磁共振、多温阶热解等实验技术,对涠西南凹陷流沙港组不同类型页岩油的储层孔隙结构、页岩油赋存空间及可动性特征进行定性分析和定量表征.结果表明:(1)基质型页岩油储层主要发育纳米级的有机孔、黄铁矿晶间孔、黏土矿物粒间孔、以及层理缝、有机质粒缘收缩缝;基质型页岩油主要赋存在孔喉半径小于10 nm的储集空间内.纹层型页岩除了发育纳米-微米级的有机孔、晶间孔及微裂缝外,还发育粒间孔、粒内孔等;纹层型页岩油主要赋存在孔喉半径为10~50 nm之间的储集空间内.夹层型页岩主要发育纳米-微米级的晶间孔、粒间孔、粒内孔及溶蚀孔等;夹层型页岩油主要赋存在孔喉半径介于100~1 000 nm的储集空间内.(2)不同类型页岩油可动性差异明显,其中夹层型页岩油可动性最好,最大可动油含量为22.78~42.63 mg/g,平均32.71 mg/g,可动油比例高达80%以上;纹层型页岩油可动性次之,最大可动油含量为1.78~16.35 mg/g,平均10.88 mg/g,可动油比例在60%左右;基质型页岩油可动油含量和可动油比例最小.(3)有机质丰度与成熟度、储层物性及矿物组成等共同控制了页岩油的可动性;当R_o为1.0%左右,TOC介于1.5%~4%之间,页岩储层可动油最为富集;另外,储层孔喉半径越大、物性越好、脆性矿物含量越高、黏土矿物含量越低,页岩油可动性越好.基于上述研究成果,夹层型页岩具有较大的赋存空间及较好的可动性,是涠西南凹陷页岩油勘探的首选类型,并推动海上页岩油钻探获得重大突破. 展开更多
关键词 页岩油 赋存空间 可动性 可动油含量 涠西南凹陷 北部湾盆地 石油地质学
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基于岩性优选的总有机碳含量地震预测方法——以泌阳凹陷古近系核桃园组为例
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作者 张悦 张永华 +3 位作者 苏建栋 程文举 李恒权 李波 《石油地质与工程》 2025年第5期61-66,共6页
以泌阳凹陷古近系核桃园组陆相页岩油总有机碳含量预测为研究目标,针对该凹陷深凹区沉积地层受南北多物源叠加控制,泥页岩生油地层中发育薄层细砂岩、粉砂岩等非生油岩夹层,导致岩性横向变化大、非均质性强的问题,构建了基于岩性优选的... 以泌阳凹陷古近系核桃园组陆相页岩油总有机碳含量预测为研究目标,针对该凹陷深凹区沉积地层受南北多物源叠加控制,泥页岩生油地层中发育薄层细砂岩、粉砂岩等非生油岩夹层,导致岩性横向变化大、非均质性强的问题,构建了基于岩性优选的总有机碳含量地震预测方法。该方法通过对泥页岩的精细地质描述,以泥页岩空间分布特征为基础,实现总有机碳含量平面变化的精准预测。研究先通过岩石物理参数交会分析,明确总有机碳含量预测关键属性,结合实测总有机碳含量值构建总有机碳含量计算模型;再利用高精度三维地震资料开展叠前反演,获取表征总有机碳含量的关键岩石物理参数,代入预测总有机碳含量数学模型计算模型得到总有机碳含量数据体。为精准评价泥页岩内总有机碳含量,依据泥页岩在波阻抗属性体的值域范围,确定其在三维数据体的空间分布;以目的层顶底边界为纵向约束、泥页岩分布为横向约束,对目的层段总有机碳含量数据体计算评价,消除非生油岩干扰误差。该技术方法可为泌阳凹陷核桃园组页岩油甜点区的精准评价、有利勘探靶区优选及水平井轨迹优化设计提供可靠的技术支撑,对陆相页岩油勘探开发具有重要的推广应用价值。 展开更多
关键词 泌阳凹陷 岩性优选 总有机碳含量 关键属性 预测模型 泥页岩
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梁家煤矿油页岩含油率与测井曲线相关性研究
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作者 闫顺尚 韦欣 +3 位作者 成文举 刘晓 肖坤 邰淑贞 《现代矿业》 2025年第9期187-192,共6页
为探索油页岩含油率与测井曲线之间的关系,以龙口梁家煤矿为例,在已有测井资料的基础上,对各钻孔油页岩段的测井曲线进行重新对比和解释,确定其层位、结构及厚度。通过对测井曲线与含油率化验成果的相关性研究和数理统计分析,运用最小... 为探索油页岩含油率与测井曲线之间的关系,以龙口梁家煤矿为例,在已有测井资料的基础上,对各钻孔油页岩段的测井曲线进行重新对比和解释,确定其层位、结构及厚度。通过对测井曲线与含油率化验成果的相关性研究和数理统计分析,运用最小二乘法找出含油段岩层的测井曲线与化验结果的关系。结果表明:油页岩层及煤层在测井曲线上均有较好的反映特征,相应的地质特征及层位能够被清晰识别;各层位油页岩厚度分布不均,所选取的研究层位含油率较高;含油率与人工伽马、视电阻率相对误差较小、相关性较好,可以应用于油页岩含油率的准确、快速识别。研究结果为油页岩含油率的估算提供了一种简单快捷的计算方法。 展开更多
关键词 油页岩 含油率 最小二乘法 测井曲线
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页岩粉碎及热处理的流体核磁响应及其原位含油性启示
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作者 白龙辉 柳波 +5 位作者 刘明博 苏勇 王柳 霍迎冬 徐鹏程 付晓飞 《地球科学进展》 北大核心 2025年第5期525-539,共15页
处于开放环境的页岩样品,一方面由于压力释放导致轻烃发生大量散失,另一方面由于温度降低导致滞留烃黏度增大、赋存状态改变,从而使常温下核磁检测无法准确定量原位温压条件下的页岩含油性。以松辽盆地白垩系青山口组页岩为例,选取处于... 处于开放环境的页岩样品,一方面由于压力释放导致轻烃发生大量散失,另一方面由于温度降低导致滞留烃黏度增大、赋存状态改变,从而使常温下核磁检测无法准确定量原位温压条件下的页岩含油性。以松辽盆地白垩系青山口组页岩为例,选取处于低成熟和高成熟阶段的典型页岩样品。对不同粉碎程度的高成熟页岩,以及不同温度条件下的低成熟、高成熟页岩样品进行核磁共振序列检测,定量页岩样品粉碎过程和加热过程中的流体散失和赋存状态转化,确定页岩温度作用下的含油性特征。结果表明,页岩从标准柱塞粉碎到0.04 cm的过程中,其T_(2)谱的形态、T_(1)-T_(2)谱总信号量和各含氢组分的信号量基本没有发生变化。因此,久置页岩样品在粉碎过程中不会导致残留流体进一步散失。随着页岩样品温度的升高,低成熟页岩中轻质油信号增加、水信号减少,高成熟页岩中油和水信号均减少。同时页岩含羟基化合物信号减少,待恢复室温后其信号量重新恢复。由此可见,随着温度升高,自由水持续挥发;低成熟页岩常温黏度较大的油前沥青由类固态转变为液态轻质油,100℃后核磁轻质油绝对量增加达107%;高成熟页岩油常温即为轻质油,升温使其挥发散失。含羟基化合物随着温度升降的减增,反映了温度对于黏土吸附水的控制作用。因此利用核磁共振评价低成熟页岩含油性时,要注意室温条件下油前沥青在温度作用下的赋存状态转化,避免页岩油含量的低估。 展开更多
关键词 页岩 T1-T2图谱 原位含油 地层温度 赋存状态
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