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Well logging evaluation of fine-grained hydrate-bearing sediment reservoirs: Considering the effect of clay content 被引量:1
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作者 Lin-Qi Zhu Jin Sun +4 位作者 Xue-Qing Zhou Qing-Ping Li Qi Fan Song-Lin Wu Shi-Guo Wu 《Petroleum Science》 SCIE EI CAS CSCD 2023年第2期879-892,共14页
Hydrate reservoirs are different from the host reservoirs of all other fossil energy sources because the characteristics of hydrate reservoirs are generally controlled by deep-sea fine-grained sedimentation. In such r... Hydrate reservoirs are different from the host reservoirs of all other fossil energy sources because the characteristics of hydrate reservoirs are generally controlled by deep-sea fine-grained sedimentation. In such reservoirs, the reliability of the classical logging evaluation models established for diagenetic reservoirs is questionable. This study used well W8 in the Qiongdongnan Basin to explore the clay content, porosity, saturation, and hydrate-enriched layer identification of a logging-based hydrate reservoir, and it was found that considering the effect of the clay content on the log response is necessary in the logging evaluation of hydrate reservoirs. In the evaluation of clay content, a method based on the optimization inversion method can obtain a more reliable clay content than other methods. Fine-grained sediment reservoirs have a high clay content, and the effect of clay on log responses must be considered when calculating porosity. In addition, combining density logging and neutron porosity logging data can obtain the best porosity calculation results, and the porosity calculation method based on sonic logging predicted that the porosity of the studied reservoir was low. It was very effective to identify hydrate layers based on resistivity, but the clay distribution and pore structure will also affect the relationship between resistivity, porosity and saturation, and it was suggested that the factors effecting the resistivity of different layers should be considered in the saturation evaluation and that a suitable model should be selected. This study also considered the lack of clarity of the relationships among the lithology, physical properties, hydrate-bearing occurrence properties, and log response properties of hydrate reservoirs and the lack of specialized petrophysical models. This research can directly help to improve hydrate logging evaluation. 展开更多
关键词 Gas hydrate Well logging Porosity Saturation Shale distribution form
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奇异随机微分方程的依分布几乎自守解
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作者 常晶 赵昕 蒋慧杰 《吉林大学学报(理学版)》 CAS CSCD 北大核心 2018年第4期893-896,共4页
利用线性算子的块对角形式及几乎自守系数在合适空间上的分解技巧,给出奇异随机微分方程在可分的Hilbert空间上依分布几乎自守解的存在性和唯一性证明.
关键词 奇异随机微分方程 依分布几乎自守解 块对角形式
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基于截断需求的分布鲁棒报童问题
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作者 黎俊 王曙明 《系统工程理论与实践》 EI CSSCI CSCD 北大核心 2022年第5期1260-1276,共17页
在实际库存决策中,通常我们只能观察到销售量而非真实需求量,这导致了库存决策的截断需求问题——部分需求信息被库存水平所截断.本文在报童问题设置下首次提出使用条件分布鲁棒优化技术来处理截断需求信息.具体而言,基于历史销售数据,... 在实际库存决策中,通常我们只能观察到销售量而非真实需求量,这导致了库存决策的截断需求问题——部分需求信息被库存水平所截断.本文在报童问题设置下首次提出使用条件分布鲁棒优化技术来处理截断需求信息.具体而言,基于历史销售数据,我们考虑了包含需求条件分布矩信息的分布不确定集,进一步提出将库存状态信息引入该分布不确定集,并导出了两类模型的闭式解:1)在基于均值-支撑集的分布不确定集下,支撑集的上下界决定了分布鲁棒报童模型的闭式解;2)在基于均值-方差-支撑集的分布不确定集下,期望、方差以及订货价与零售价共同决定了分布鲁棒报童模型的闭式解;3)随着订货价与零售价之比增大,分布鲁棒报童问题的最优订货数量降低.实验结果表明:当订货价与零售价之比处于某一范围时,截断需求信息可以提高分布鲁棒报童模型的期望收益,并且随着截断水平增加,提升收益率增加. 展开更多
关键词 报童问题 截断需求 分布鲁棒优化 闭式解
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