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蚁群算法在天然气水合物储层识别中的应用 被引量:2
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作者 何星 李维 +5 位作者 唐彩瑞 谢小国 罗兵 陶俊利 田银川 陈彩玲 《四川地质学报》 2021年第3期512-517,共6页
我国青藏高原冻土层天然气水合物主要为裂隙型水合物和孔隙型水合物两种类型,利用常规的测井数据识别两种类型的水合物难度较大。本文通过研究裂隙型水合物、孔隙型水合物和普通岩层的测井响应特征的差异,建立交会图版法判断流体性质并... 我国青藏高原冻土层天然气水合物主要为裂隙型水合物和孔隙型水合物两种类型,利用常规的测井数据识别两种类型的水合物难度较大。本文通过研究裂隙型水合物、孔隙型水合物和普通岩层的测井响应特征的差异,建立交会图版法判断流体性质并识别了水合物类型。研究表明,交会图版法识别效果较好,精度达到66.7%,但是对于泥岩裂隙型水合物和砂岩水层以及粉砂岩孔隙型水合物和细砂岩孔隙型水合物的识别效果较差。为了解决交会图版法的局限性,本文通过具有收敛快,精度高的蚁群算法结合交会图版法对乌丽地区的两口钻孔的水合物类型进行识别,识别结果与岩心分析结果吻合度较高,精度达到73.3%,蚁群算法能够很好地识别出水合物类型,为测井识别天然气储层识别提供参考。 展开更多
关键词 乌丽地区 天然气水合物 蚁群算法 储层识别方法
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Log identification method in complex sand reservoirs 被引量:3
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作者 ZHAO Xiao-liang LIAO Xin-wei +2 位作者 CHEN Xi XU Sheng-feng XU An-zhu 《Mining Science and Technology》 EI CAS 2009年第4期531-536,共6页
In order to obtain effective parameters for complex sand reservoirs,a log evaluation method for relevant reservoir parameters is established based on an analysis in the gas-bearing sandstone with high porosity and low... In order to obtain effective parameters for complex sand reservoirs,a log evaluation method for relevant reservoir parameters is established based on an analysis in the gas-bearing sandstone with high porosity and low permeability,low porosity and permeability and on various characteristics of log responses to reservoir lithologies and physical properties in the Neopleozoic sand reservoir of the Ordos basin.This log evaluation method covers the Cook method that is used to evaluate the porosity and oiliness in high porosity and low permeability reservoirs and another method in which the mineral content,derived from geochemical logs,is used to identify formation lithologies.Some areas have high calcium and low silt content,not uniformly distributed,the results of which show up in the complex formation lithologies and conventional log responses with great deviation.The reliability of the method is verified by comparison with conventional log data and core analyses.The calculation results coincide with the core analytical data and gas tests,which indicate that this log evaluation method is available,provides novel ideas for study of similar complex reservoir lithologies and has some reference value. 展开更多
关键词 complex formation lithology reservoir parameter evaluation Cook method geochemical element element content mineral constituent lithological identification
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