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叠前地质统计学反演技术在复杂储层量化预测中的应用 被引量:27
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作者 钱玉贵 叶泰然 +3 位作者 张世华 王岩 詹鑫 殷樱子 《石油与天然气地质》 EI CAS CSCD 北大核心 2013年第6期834-840,共7页
地震确定性反演、叠后地质统计学反演是目前致密碎屑岩气藏普遍采用的储层预测技术,但针对复杂岩性结构和复杂波阻抗特征的薄储层,这些反演方法的适应性有限。叠前同时反演与地质统计学反演技术的结合是此类储层量化预测的有效方法,不... 地震确定性反演、叠后地质统计学反演是目前致密碎屑岩气藏普遍采用的储层预测技术,但针对复杂岩性结构和复杂波阻抗特征的薄储层,这些反演方法的适应性有限。叠前同时反演与地质统计学反演技术的结合是此类储层量化预测的有效方法,不仅可提高纵、横向分辨率,还可解决储层与围岩波阻抗叠置情况下有效储层的识别问题。叠前同时反演技术可以得到纵波阻抗体、横波阻抗体、纵横波速度比体和密度体,能够解决复杂波阻抗储层的识别问题,但反演受地震频带限制,纵向分辨率有限。基于随机建模技术的叠前地质统计学反演方法,能有效地综合地质、测井和三维地震数据,极大地提高预测结果的纵、横向分辨率,实现储层的精细描述,在叠前确定性反演的基础上可以更好地识别薄层及薄互层储层,为陆相致密碎屑岩气藏储层描述提供了重要技术支撑,在川西新场须四气藏储层预测应用效果明显。 展开更多
关键词 分辨率 确定性反演 随机模拟 叠前地质统计学反演 复杂储层 储层量化预测
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孔隙型储层的孔隙系统三维量化表征-以四川、塔里木盆地白云岩为例 被引量:6
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作者 张天付 谢淑云 +1 位作者 王鑫 王莹 《海相油气地质》 CSCD 北大核心 2016年第4期1-10,共10页
以四川盆地和塔里木盆地孔隙型白云岩样品为例,通过CT扫描、数字岩心、分形与多重分形等方法,讨论了典型白云岩储层不同孔隙系统(如晶间孔、粒间孔、铸模孔等)的结构特征,并用定量化参数对孔隙结构进行数值表征。结果表明:晶间孔和粒间... 以四川盆地和塔里木盆地孔隙型白云岩样品为例,通过CT扫描、数字岩心、分形与多重分形等方法,讨论了典型白云岩储层不同孔隙系统(如晶间孔、粒间孔、铸模孔等)的结构特征,并用定量化参数对孔隙结构进行数值表征。结果表明:晶间孔和粒间孔样品的孔隙形状多为三角形,孔隙相对细长,喉道发育,连通性较好;铸模孔样品的孔隙形状较为规整,二维平面上表现为圆形,三维空间上近似球体,这类样品往往孔隙较为发育,但是孔喉系统连通性差;由多种类型孔隙组成的"混合孔"样品则非均质性较强,受岩石组构特征影响显著。进一步利用分形与多重分形方法对孔隙的非均质性进行研究发现:不同孔隙类型的结构差异在分形盒子维数上有明确响应,维数的均值相对大小表现为:铸模孔>粒间孔>晶间孔>混合孔。孔隙度可能也对盒子维数产生影响。 展开更多
关键词 白云岩储层 孔隙结构 孔隙特征 储层量化表征 四川盆地 塔里木盆地
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机器深度学习技术在致密砂岩储层预测中的应用——以川西坳陷新场须家河组为例 被引量:5
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作者 钱玉贵 《油气藏评价与开发》 CSCD 2023年第5期600-607,共8页
川西坳陷新场须家河组二段致密砂岩储层具有非均质性强、储层薄等特点。前期直接通过地震属性和反演技术转换得到的岩性和物性结果受个人认识和解释精度的限制,其解释结果常常无法满足气藏精细开发需求。针对上述问题,以叠前岩性和物性... 川西坳陷新场须家河组二段致密砂岩储层具有非均质性强、储层薄等特点。前期直接通过地震属性和反演技术转换得到的岩性和物性结果受个人认识和解释精度的限制,其解释结果常常无法满足气藏精细开发需求。针对上述问题,以叠前岩性和物性敏感参数作为学习标本,将叠前反演技术与机器深度学习技术相结合,利用机器深度学习算法构建解释模型,最终实现砂岩厚度和储层量化预测。该方法有效提高储层预测分辨率、预测精度,其预测结果为沉积微相研究、成藏分析及井位部署等提供了有效的支撑,在新场须家河组二段气藏开发中取得较好的应用效果,为岩性和储层量化预测提供了新思路,对其他气田气藏开发起到良好的借鉴作用。 展开更多
关键词 深度学习 岩性预测 叠前反演 分辨率 敏感参数 储层量化预测
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GeoEast解释系统在塔里木盆地碳酸盐岩研究中的应用 被引量:9
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作者 凌东明 张建伟 +1 位作者 曾祥州 梁国平 《石油地球物理勘探》 EI CSCD 北大核心 2014年第A01期173-178,8,共6页
碳酸盐岩是塔里木盆地重要研究领域之一。应用GeoEast解释系统能够实现复杂碳酸盐岩全流程解释,已成为塔里木碳酸盐岩研究的主流平台。率先开发的EasyTrack储层量化模块,可以用于碳酸盐岩储层缝洞体的空间雕刻、空间可视化展示及储量计... 碳酸盐岩是塔里木盆地重要研究领域之一。应用GeoEast解释系统能够实现复杂碳酸盐岩全流程解释,已成为塔里木碳酸盐岩研究的主流平台。率先开发的EasyTrack储层量化模块,可以用于碳酸盐岩储层缝洞体的空间雕刻、空间可视化展示及储量计算,据此形成的碳酸盐岩缝洞储层的空间量化技术流程在储量计算中得到广泛应用。自2012年塔中区块实际应用GeoEast解释系统以来,提供钻井15口,全部实现预期产能。 展开更多
关键词 GeoEast 塔里木 碳酸盐岩 储层区带 油源疏导体系 空间雕刻 储层量化
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Diagenetic evolution and its effect on reservoir-quality of fan delta sandstones during progressive burial: Evidence from the upper part of the fourth member of Shahejie formation, Bonan sag, Jiyang depression 被引量:3
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作者 马奔奔 操应长 +2 位作者 王艳忠 张少敏 贾艳聪 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第8期3042-3058,共17页
Petrographic analysis combined with various techniques, such as thin section identification, fluid inclusions, isotopic data, petro-physical property testing and oil testing results, was used to study diagenetic evolu... Petrographic analysis combined with various techniques, such as thin section identification, fluid inclusions, isotopic data, petro-physical property testing and oil testing results, was used to study diagenetic evolution and its effect on reservoir-quality of fan delta reservoirs of Es4s in the Bonan sag. The diagenesis is principally characterized by strong compaction, undercompaction, multi-phase of dissolution and cementation. Compaction played a more important role than cementation in destroying the primary porosity of the sandstones. The reservoirs have experienced complicated diagenetic environment evolution of "weak alkalineacid-alkalinity-acid-weak alkalinity" and two-stage of hydrocarbon filling. The diagenetic sequences are summarized as "early compaction/early pyrite/gypsum/calcite/dolomite cementation→feldspar dissolution/the first stage of quartz overgrowth → early hydrocarbon filling→quartz dissolution/anhydrite/Fe-carbonate cementation→Fe-carbonate dissolution/feldspar dissolution/ the second stage of quartz overgrowth→later hydrocarbon filling→later pyrite cementation. In the same diagenetic context, the diagenetic evolution processes that occurred in different sub/micro-facies during progressive burial have resulted in heterogeneous reservoir properties and oiliness. The braided channel reservoirs in fan delta plain are poorly sorted with high matrix contents. The physical properties decrease continually due to the principally strong compaction and weak dissolution. The present properties of braided channel reservoirs are extremely poor, which is evidenced by few oil layers developed in relatively shallow strata while dry layers entirely in deep. The reservoirs both in the underwater distributary channels and mouth bars are well sorted and have a strong ability to resist compaction. Abundant pores are developed in medium-deep strata because of modifications by two-stage of acidic dissolution and hydrocarbon filling. The present properties are relatively well both in the underwater distributary channels and mouth bars and plenty of oil layers are developed in different burial depth. The present reservoir properties both in interdistributary channel and pre-fan delta are poor caused by extensively cementation. Small amounts of oil layers, oil-water layers and oil-bearing layers are developed in relatively shallow strata while dry layers totally in deep. 展开更多
关键词 diagenetic evolution deep strata fan delta Es4s Bonan sag
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时移地震的积极影响
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作者 Steve Picking John Waggoner 赵剑敏 《油气地球物理》 2004年第2期52-54,共3页
关键词 时移地震 量化储层监测技术 净现值 地震勘探技术 地震资料 地震信号
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Effect and quantitative evaluation of CO_2 derived from organic matter in coal on the formation of tight sandstone reservoirs 被引量:7
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作者 SHUAI YanHua ZHANG ShuiChang +5 位作者 GAO Yang LU Hong CHEN JianPing MI JingKui LIU JinZhong HU GuoYi 《Science China Earth Sciences》 SCIE EI CAS 2013年第5期756-762,共7页
Tight reservoirs are widely distributed, especially in coal measure strata. Identification of the densification mechanism of the tight sandstone reservoirs is critical in effectively exploring and exploiting tight gas... Tight reservoirs are widely distributed, especially in coal measure strata. Identification of the densification mechanism of the tight sandstone reservoirs is critical in effectively exploring and exploiting tight gasoil resources. In this study, the gas for mation from type III organic matter in coal was kinetically modeled for the whole diagenetic stage, from the shallow buried biogas generation stage to the deep buried thermal gas generation stage. The results demonstrated that during hydrocarbon formation, quantities of nonhydrocarbon gases, such as CO2, were generated. The proportion of CO2 is about 50%70% of that of the C15, which far exceeds the CO2 content (05%) in the natural gas in the sedimentary basins. Geological case study analysis showed that a considerable part of the "lost" gaseous CO2 was converted into carbonate cement under favorable envi ronments. Under the ideal conditions, the volume of the carbonate cement transformed from total CO2 generated by 1 m3 coal (Junggar Basin Jurassic, TOC 67%) can amount to 0.32 m3. Obviously, this process plays a very important role in the for mation of tight sandstone reservoirs in the coal measures. Our results also show that the kinetic generation processes of Ci5 and CO2 are asynchronous. There are two main stages of CO2 generation, one at the weak diagenetic stage and the other at the overmature stage, which are different from largescale multistage hydrocarbon gas generation. Therefore, we can understand the mechanism of tight gas charging by determining the filling time for a tight gas reservoir and the key period of CO2 genera tion. Further analysis and correlation studies of a specific region are of great significance for determining the mechanism and modeling gas charging in tight reservoirs. It should be noted that the formation of tight sandstone reservoirs is the combined result of complex organicinorganic and waterrockhydrocarbon interactions. The details of spatial and temporal distributions of the carbonate cement derived from the organic C02, which combines with metal ions (Ca/Mg/Fe) in the formation water, should be further investigated. 展开更多
关键词 tight sandstone reservoir water-rock-hydrocarbon interaction DIAGENESIS C02 carbonate cement
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