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Reservoir parameter inversion based on weighted statistics 被引量:3
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作者 桂金咏 高建虎 +3 位作者 雍学善 李胜军 刘炳杨 赵万金 《Applied Geophysics》 SCIE CSCD 2015年第4期523-532,627,628,共12页
Variation of reservoir physical properties can cause changes in its elastic parameters. However, this is not a simple linear relation. Furthermore, the lack of observations, data overlap, noise interference, and ideal... Variation of reservoir physical properties can cause changes in its elastic parameters. However, this is not a simple linear relation. Furthermore, the lack of observations, data overlap, noise interference, and idealized models increases the uncertainties of the inversion result. Thus, we propose an inversion method that is different from traditional statistical rock physics modeling. First, we use deterministic and stochastic rock physics models considering the uncertainties of elastic parameters obtained by prestack seismic inversion and introduce weighting coefficients to establish a weighted statistical relation between reservoir and elastic parameters. Second, based on the weighted statistical relation, we use Markov chain Monte Carlo simulations to generate the random joint distribution space of reservoir and elastic parameters that serves as a sample solution space of an objective function. Finally, we propose a fast solution criterion to maximize the posterior probability density and obtain reservoir parameters. The method has high efficiency and application potential. 展开更多
关键词 reservoir parameters INVERSION weighted statistics Bayesian framework stochastic simulation
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The constructing of pore structure factor in carbonate rocks and the inversion of reservoir parameters 被引量:3
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作者 蒋炼 文晓涛 +2 位作者 周东红 贺振华 贺锡雷 《Applied Geophysics》 SCIE CSCD 2012年第2期223-232,236,共11页
With a more complex pore structure system compared with clastic rocks, carbonate rocks have not yet been well described by existing conventional rock physical models concerning the pore structure vagary as well as the... With a more complex pore structure system compared with clastic rocks, carbonate rocks have not yet been well described by existing conventional rock physical models concerning the pore structure vagary as well as the influence on elastic rock properties. We start with a discussion and an analysis about carbonate rock pore structure utilizing rock slices. Then, given appropriate assumptions, we introduce a new approach to modeling carbonate rocks and construct a pore structure algorithm to identify pore structure mutation with a basis on the Gassmann equation and the Eshelby-Walsh ellipsoid inclusion crack theory. Finally, we compute a single well's porosity using this new approach with full wave log data and make a comparison with the predicted result of traditional method and simultaneously invert for reservoir parameters. The study results reveal that the rock pore structure can significantly influence the rocks' elastic properties and the predicted porosity error of the new modeling approach is merely 0.74%. Therefore, the approach we introduce can effectively decrease the predicted error of reservoir parameters. 展开更多
关键词 Carbonate rocks rock physical model pore structure algorithm reservoir parameter inversion
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A Study on Identification of Conglomerate Reservoir Parameters and Oil/Water Beds in Ke82 Well Areas of Junggar Basin
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作者 Wang Guiwen Zhang Qing Li Mingrui Resources and Information Institute, University of Petroleum, Beijing 102249 《Journal of China University of Geosciences》 SCIE CSCD 2002年第4期338-344,共7页
This paper is mainly about the calculation of reservoir parameters and theinterpretation method for identifying oil/water beds in Ke82 well areas of Junggar basin. It isdifficult to determine the reservoir parameters ... This paper is mainly about the calculation of reservoir parameters and theinterpretation method for identifying oil/water beds in Ke82 well areas of Junggar basin. It isdifficult to determine the reservoir parameters with common logging methods such as core calibrationlog because of the diversity of minerals and rocks and the complexity of pore structures in theconglomerate reservoir of Junggar basin. Optimization logging exploration is a good method todetermine the porosity by establishing the multi-mineral model with logging curves based on theintegration of geological, core and well testing data. Permeability is identified by BP algorithm ofneural network. Hydrocarbon saturation is determined by correlating Archie's and Simandouxformulas. Comparing the exploratory result and core data, we can see that these methods areeffective for conglomerate logging exploration. We processed and explained six wells in the Ke82well areas. And actual interpretation has had very good results, 85 % of which conform to welltesting data. Therefore, this technique will be effective for identifying conglomerate parameters. 展开更多
关键词 reservoir parameters log interpretation model conglomerate reservoir junggar basin
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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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3D Slicing of Weighted Index for Reservoir Quality of Lower Miocene Rocks, Belayim Marine Oil Field, Gulf of Suez, Egypt
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作者 Ibrahim Mohammad Al-Alfy Ali Mohammad El-Hawary +2 位作者 Hassan Badr El-Dein Mohammad Mohammad Ahmed Shaheen Muhammad Nabih 《Journal of Geoscience and Environment Protection》 2022年第8期55-65,共11页
This study aims to have a single coefficient resulting from the integration of all the reservoir parameters through which a decision can be taken to determine the best quality places in the reservoir. The conventional... This study aims to have a single coefficient resulting from the integration of all the reservoir parameters through which a decision can be taken to determine the best quality places in the reservoir. The conventional well logging data in nine wells were used to determine the reservoir parameters in the study area. Seven different parameters were calculated, five of them were directly proportional to the quality of the reservoir, while the remaining two parameters which represent shale volume and water saturation were inversely proportional to the reservoir quality. The index of each parameter was calculated. A new value was created from the integration of the seven different parameter indexes called the weighted index for the reservoir quality. The reservoir quality values were sliced in the three dimensions depending on the effect of all reservoir parameters and not on any single parameter. It is clear from the results of this study that horizontal and vertical slicing, as well as cut-off values, illustrates that the middle and upper parts are the best places for the reservoir to explore hydrocarbons, where the values of the weighted index of the reservoir quality range from 0.65 to 0.9. Meanwhile, the quality of the reservoir decreases in its lower parts. 展开更多
关键词 3D Slicing Weighted Index reservoir parameters Belayim Marine Oil Field
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Quality evaluation of glutenite reservoirs of intergranular-secondary dissolution pore type using a quantitative method
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作者 Juanjuan Guo Yu Huang +2 位作者 Yanjun Wang Jianguo Pan Linjun Huang 《Energy Geoscience》 2022年第2期126-133,共8页
Glutenite(coarse-grained clastic)reservoirs of intergranularesecondary dissolution pore type are dominated by residual intergranular pores and secondary dissolution pores,and characterized by low porosity,low permeabi... Glutenite(coarse-grained clastic)reservoirs of intergranularesecondary dissolution pore type are dominated by residual intergranular pores and secondary dissolution pores,and characterized by low porosity,low permeability,strong heterogeneity,and highly variable physical properties.It is difficult to conduct a quantitative quality assessment of these reservoirs while their primary control factors remain unclear.In this paper,experimental core data and drilling,logging and seismic data are used to assess the effect of sedimentary facies on reservoir quality.Favorable sedimentary facies zones are identified by analyzing the characteristics of glutenite reservoirs,which includes investigating rock components and their effects on reservoir quality.Argillaceous matrix content and rigid particle content are identified as the primary control factors for these reservoirs.Logging curves sensitive to reservoir quality are selected and examined to continuously characterize the physical parameters of the reservoirs.It establishes a calculation model of reservoir assessment parameters through multivariate regression and determines the quantitative assessment parameter Fr.The quality of the glutenite reservoirs is defined using conventional logging curves.This study also predicts the plane distribution of high-quality reservoirs through geostatistical inversion of the reservoir assessment parameters based on conventional wave impedance inversion,thus providing insight and guidance for quantitative assessment and quality prediction of glutenite reservoirs of the intergranular-secondary dissolution pore type.The application of this method to well deployment based on qualitative evaluation of the glutenite reservoirs in oilfields yielded favorable results. 展开更多
关键词 GLUTENITE reservoir quality reservoir assessment parameter Geostatistical simulation and inversion Mahu Sag Junggar basin
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Stimulation technologies for Longwangmiao Fm gas reservoirs in the Sichuan Basin and their application results
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作者 Fu Yongqiang He Ye +3 位作者 Wang Yezhong Yang Jinli Sang Yu Han Huifen 《Natural Gas Industry B》 2014年第1期78-82,共5页
The Longwangmiao Fm group gas reservoirs in the Moxi structure in central Sichuan Basin feature high temperature,high pressure and high H2S content.The thickness of such high permeable reservoirs with great homogeneit... The Longwangmiao Fm group gas reservoirs in the Moxi structure in central Sichuan Basin feature high temperature,high pressure and high H2S content.The thickness of such high permeable reservoirs with great homogeneity is a geologic basis for a high-productivity gas well,and good match of natural fractures and vugs is the key factor to high well productivity.Overbalance drilling is likely to cause the opening-up of natural fractures,which will lead to the leakage of drilling fluid and severe damage to the reservoir.Experimental evaluation results show that the damage rate of the drilling fluid to the rock sample is between 82.2%and 89.2%,which severely restricts the productivity of gas wells.Therefore,it is necessary to deepen the experimental evaluation technologies and methods to promote the design pertinence of technical parameters.The study shows:first,the optimized gelling acid and steering acid are effective in slowing down speed and removing blockage,forming acidizing wormholes and effectively eliminating the blockage effect caused by drilling liquid pollution;second,the self-developed fiber steering agent and soluble temporary blocking ball can divert the acid,increasing the processing pressure at the well bottom by 5-15 MPa,realizing the even stimulation of heterogeneous reservoirs;third,based on experimental evaluation such as the acid penetration and acid rock reaction,it is recommended that the pumping rate be 3.0-3.5 m^(3)/min in acidizing treatment and the acid intensity for blockage removal be 3.0-5.0 m^(3)/m;fourth,the established blockage removal and steering acidizing technology have been applied in more than 20 wells with a remarkable productivity-increase effect,which gives full play to the natural productivity of gas wells and decreases the acid application scale.All these technologies and measures effectively enhance the development quality and profit of the gas reservoir. 展开更多
关键词 Central Sichuan Basin Moxi structure Early Cambrian Acid-rock reaction Penetration volume Acidizing wormhole reservoir stimulation parameter Field application Development profit
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海洋溶解有机碳储库的气候效应及其定量重建研究进展
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作者 刘舒薇 田军 +1 位作者 李骁麟 杜金龙 《海洋地质与第四纪地质》 北大核心 2025年第4期141-154,共14页
海洋溶解有机碳储库是地球碳循环的重要组成部分,庞大的储量与缓慢周转的特征使其成为调节全球气候的关键缓冲系统。溶解有机碳储库在长时间尺度上的气候效应主要体现在海洋碳同位素的异常记录中。在定量重建研究方面,数值模型的发展实... 海洋溶解有机碳储库是地球碳循环的重要组成部分,庞大的储量与缓慢周转的特征使其成为调节全球气候的关键缓冲系统。溶解有机碳储库在长时间尺度上的气候效应主要体现在海洋碳同位素的异常记录中。在定量重建研究方面,数值模型的发展实现了对DOC生产-输运-降解过程的多尺度耦合模拟,但理想的参数化方案(如细菌转化效率、光降解速率等)仍可以通过原位观测与培养实验进行优化,以实现更符合现实的模拟结果。DOC储库气候效应和地质演变定量研究仍然薄弱。未来可以聚焦单一重点环境参数,比如溶解有机碳的表观降解系数,提升模拟结果的精度和置信度,重建长时间尺度上溶解有机碳库的地质演变,为理解碳循环与气候变化的耦合关系提供新视角。 展开更多
关键词 溶解有机碳储库 气候效应 定量重建 参数化方案 地质演变
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Self-sealing control principle and technology of in-situ temperature pressure preserved coring for deep oil and gas
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作者 Xiao-Jun Shi Cong Li +4 位作者 Jia-Nan Li Zhi-Qiang He Bo Yu Ya-Chen Xie He-Ping Xie 《Petroleum Science》 2025年第11期4584-4602,共19页
Accurately evaluating the quality and scale of deep oil and gas reservoirs is the key to effectively exploring and developing deep oil and gas resources.Changes in temperature and pressure can cause significant variat... Accurately evaluating the quality and scale of deep oil and gas reservoirs is the key to effectively exploring and developing deep oil and gas resources.Changes in temperature and pressure can cause significant variations in key reservoir quality para meters,such as porosity,permeability,and satu ration,leading to distortions in oil and gas reserve assessments.To addresses the technical bottleneck of the existing pressu re-preserved coring systems,which has a pressure-preserved ca pacity not exceed 70 MPa due to the limitations of small coring space,a complex coring environment,significant disturbance during the coring process,and the difficulty in controlling coring operations,a self-sealing control principle and method for pressure-preserved coring was proposed.The sealing structural parameters of the pressure-preserved controller(PPC) under high temperature(150℃) were optimized through experiments and numerical simulations,the sealing failure mechanism was thoroughly revealed,and the pressure-preserved capacity of the PPC under high temperature was enhanced from 100 to 140 MPa.In addition,to achieve the temperature preservation of the core in the deep oil and gas environment,a temperature preservation system combining active and passive temperature preservation was designed and integrated into the deep oil and gas in-situ temperature pressure preserved(ITPP) coring system.Finally,the coring function and temperature pressure preserved capacity of the ITPP coring system were verified through field and laboratory tests.The results show that the developed ITPP coring system can successfully achieve the temperature pressure preserved function,and can sample oil and gas-bearing core samples with a diameter of 50 mm and a maximum length of 1000 mm from wells up to 5000 m.This study addresses the urgent need for reliable and effective pressure-preservation in deep oil and gas exploration. 展开更多
关键词 Oil and gas exploration reservoir quality parameters Temperature pressure preserved coring Pressure-preserved capacity Self-sealing control
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采用带注意力机制3D U-Net网络的地质模型参数化技术 被引量:14
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作者 李小波 李欣 +4 位作者 闫林 周腾骅 李顺明 王继强 李心浩 《石油勘探与开发》 SCIE EI CAS CSCD 北大核心 2023年第1期167-173,共7页
针对卷积神经网络增强的主成分分析技术(CNN-PCA)这种地质模型参数化技术在油藏复杂地质特征刻画精度和泛化能力方面存在的问题,不使用预训练好的C3D视频动作分析模型来提取三维模型风格特征,而使用新的损失函数并引入一种带注意力机制... 针对卷积神经网络增强的主成分分析技术(CNN-PCA)这种地质模型参数化技术在油藏复杂地质特征刻画精度和泛化能力方面存在的问题,不使用预训练好的C3D视频动作分析模型来提取三维模型风格特征,而使用新的损失函数并引入一种带注意力机制的3D U-Net网络来补全主成分分析方法(PCA)降维过程中丢失的地质模型细节信息,并以一个复合河道砂体油藏为例进行了应用效果分析。研究表明,与CNN-PCA技术相比,采用带注意力机制的3DU-Net网络能够更好地补全PCA降维过程中丢失的地质模型细节信息,在反映原始地质模型的流动特性方面具有更好的效果,并能改善油藏历史拟合的技术效果。 展开更多
关键词 油藏历史拟合 地质模型参数化 深度学习 注意力机制 3D U-Net网络
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青狮潭水库降水集合预报模式构建及应用 被引量:4
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作者 杨明祥 雷晓辉 +2 位作者 蒋云钟 王浩 何素明 《水利学报》 EI CSCD 北大核心 2018年第2期263-270,共8页
数值降水集合预报能够降低因单值预报带来的不确定性,是国内外关注的热点。但当前研究多将集合样本预报技巧等同对待,采用集合算数平均得到最终预报结论,这种集合预报方式较为粗放,难以有效区分不同集合样本的差异。针对该问题,本文选... 数值降水集合预报能够降低因单值预报带来的不确定性,是国内外关注的热点。但当前研究多将集合样本预报技巧等同对待,采用集合算数平均得到最终预报结论,这种集合预报方式较为粗放,难以有效区分不同集合样本的差异。针对该问题,本文选择位于广西暴雨中心的青狮潭水库为研究区,构建了基于ETS评分的综合定量评价模型,通过WRF模式21组参数化方案敏感性分析,以及样本数量与集合预报技巧的定量分析,依据ETS评价结果实现了青狮潭水库降水集合预报方案的构建。经验证,本文构建的集合预报方案较集合算数平均预报技巧更高,表现更加稳定。 展开更多
关键词 青狮潭水库 集合预报 WRF模式 参数化方案扰动
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SWAT模型在淅川县丹江口库区的应用研究 被引量:2
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作者 宋轩 魏冲 +2 位作者 寇长林 张香凝 陈杰 《郑州大学学报(工学版)》 CAS 北大核心 2010年第6期35-38,共4页
水文模型是水文科学研究中重要的方法和手段之一.在分布式水文模型SWAT支持下,利用研究区DEM生成河网和流域边界并划分子流域,根据在收集资料、实地调查和土壤采样分析的基础上,通过对模型所需的气象、土壤、地形、土地利用等影响因子... 水文模型是水文科学研究中重要的方法和手段之一.在分布式水文模型SWAT支持下,利用研究区DEM生成河网和流域边界并划分子流域,根据在收集资料、实地调查和土壤采样分析的基础上,通过对模型所需的气象、土壤、地形、土地利用等影响因子进行参数化,模拟了淅川县丹江口水源区的水文过程与产沙过程. 展开更多
关键词 SWAT模型 流域模拟 参数化 遥感 丹江口库区
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A smart productivity evaluation method for shale gas wells based on 3D fractal fracture network model 被引量:2
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作者 WEI Yunsheng WANG Junlei +4 位作者 YU Wei QI Yadong MIAO Jijun YUAN He LIU Chuxi 《Petroleum Exploration and Development》 CSCD 2021年第4期911-922,共12页
The generation method of three-dimensional fractal discrete fracture network(FDFN)based on multiplicative cascade process was developed.The complex multi-scale fracture system in shale after fracturing was characteriz... The generation method of three-dimensional fractal discrete fracture network(FDFN)based on multiplicative cascade process was developed.The complex multi-scale fracture system in shale after fracturing was characterized by coupling the artificial fracture model and the natural fracture model.Based on an assisted history matching(AHM)using multiple-proxy-based Markov chain Monte Carlo algorithm(MCMC),an embedded discrete fracture modeling(EDFM)incorporated with reservoir simulator was used to predict productivity of shale gas well.When using the natural fracture generation method,the distribution of natural fracture network can be controlled by fractal parameters,and the natural fracture network generated coupling with artificial fractures can characterize the complex system of different-scale fractures in shale after fracturing.The EDFM,with fewer grids and less computation time consumption,can characterize the attributes of natural fractures and artificial fractures flexibly,and simulate the details of mass transfer between matrix cells and fractures while reducing computation significantly.The combination of AMH and EDFM can lower the uncertainty of reservoir and fracture parameters,and realize effective inversion of key reservoir and fracture parameters and the productivity forecast of shale gas wells.Application demonstrates the results from the proposed productivity prediction model integrating FDFN,EDFM and AHM have high credibility. 展开更多
关键词 fractal discrete fracture network multiplicative cascade process embedded discrete fracture model intelligent history matching reservoir parameter inversion shale gas smart productivity evaluation
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Effect of gas saturation on P-wave velocity in tight sandstone
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作者 Pan Bao-Zhi Zhou Wei-Yi +2 位作者 Guo Yu-Hang Fang Chun-Hui Zhang Li-Hua 《Applied Geophysics》 SCIE CSCD 2024年第3期487-495,617,共10页
By measuring the variation of the P-and S-wave velocities of tight sandstone samples under water saturation,it was confirmed that with the decrease in water saturation,the P-wave velocity first decreased and then incr... By measuring the variation of the P-and S-wave velocities of tight sandstone samples under water saturation,it was confirmed that with the decrease in water saturation,the P-wave velocity first decreased and then increased.The variation in velocity was influenced by the sandstone’s porosity.The commonly used Gassmann equation based on fluid substitution theory was studied.Comparing the calculated results with the measured data,it was found that the Gassmann equation agreed well with the measured data at high water saturation,but it could not explain the bending phenomenon of P-wave velocity at low saturation.This indicated that these equations could not accurately describe the relationship between fluid content and rock acoustic velocity.The reasons for this phenomenon were discussed through Taylor’s expansion.The coefficients of the fitting formula were calculated and verified by fitting the measured acoustic velocity changes of the cores.The relationship between P-wave velocity and saturation was discussed,which provides experimental support for calculating saturation using seismic and acoustic logging data. 展开更多
关键词 Tight sandstone Saturation model reservoir parameters Acoustic wave measurement
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一种抗高温暂堵剂的研制 被引量:8
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作者 陈彬 金勇 +2 位作者 张伟 狄明利 苗海龙 《当代化工》 CAS 2022年第3期505-508,512,共5页
随着油气资源勘探开发程度的不断提高,勘探领域逐渐走向陆地深层超深层、海洋深水深层、高温地热以及干热岩等复杂高温地层。目前常用堵漏材料抗高温性能较差、酸溶或降解性能较差,极易对高温储层造成永久伤害,无法满足高温储层酸化解... 随着油气资源勘探开发程度的不断提高,勘探领域逐渐走向陆地深层超深层、海洋深水深层、高温地热以及干热岩等复杂高温地层。目前常用堵漏材料抗高温性能较差、酸溶或降解性能较差,极易对高温储层造成永久伤害,无法满足高温储层酸化解堵的技术需要。为此,基于所研选的抗高温刚性颗粒、高强度片状材料及抗高温可酸溶纤维,研制出适用于不同裂缝开度的抗高温暂堵剂FRACSEAL,其抗温能力可达210℃,可有效封堵裂缝开度达10 mm裂缝,承压能力可达20 MPa,酸溶率可达94%以上,适用于高温储层裂缝。 展开更多
关键词 高温储层漏失 堵漏材料特性参数化表征 抗高温暂堵剂 高酸溶
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An Integrated Mass Balance Approach for Assessing Hydrocarbon Resources in a Liquid-Rich Shale Resource Play:An Example from Upper Devonian Duvernay Formation,Western Canada Sedimentary Basin 被引量:6
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作者 Zhuoheng Chen Chunqing Jiang 《Journal of Earth Science》 SCIE CAS CSCD 2020年第6期1259-1272,共14页
Petroleum resource assessment using reservoir volumetric approach relies on porosity and oil/gas saturation characterization by laboratory tests.In liquid-rich resource plays,the pore fluids are subject to phase chang... Petroleum resource assessment using reservoir volumetric approach relies on porosity and oil/gas saturation characterization by laboratory tests.In liquid-rich resource plays,the pore fluids are subject to phase changes and mass loss when a drilled core is brought to the surface due to volume expansion and evaporation.Further,these two closely related volumetric parameters are usually estimated separately with gas saturation inferred by compositional complementary law,resulting in a distorted gas to oil ratio under the circumstances of liquid hydrocarbon loss from sample.When applied to liquid-rich shale resource play,this can lead to overall under-estimation of resource volume,distorted gas and oil ratio(GOR),and understated resource heterogeneity in the shale reservoir.This article proposes an integrated mass balance approach for resource calculation in liquid-rich shale plays.The proposed method integrates bulk rock geochemical data with production and reservoir parameters to overcome the problems associated with laboratory characterization of the volumetric parameters by restoring the gaseous and light hydrocarbon loss due to volume expansion and evaporation in the sample.The method is applied to a Duvernay production well(14-16-62-21 W5)in the Western Canada Sedimentary Basin(WCSB)to demonstrate its use in resource evaluation for a liquid-rich play.The results show that(a)by considering the phase behavior of reservoir fluids,the proposed method can be used to infer the quantity of the lost gaseous and light hydrocarbons;(b)by taking into account the lost gaseous and light hydrocarbons,the method generates an unbiased and representative resource potential;and(c)using the corrected oil and gas mass for the analyzed samples,the method produces a GOR estimate close to compositional characteristics of the produced hydrocarbons from initial production in 14-16-62-21 W5 well. 展开更多
关键词 reservoir volumetric parameter light and gaseous hydrocarbon loss liquid-rich resource play Duvernay WCSB
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Prediction of rock brittleness using nondestructive methods for hard rock tunneling 被引量:6
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作者 Rennie B.Kaunda Brian Asbury 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2016年第4期533-540,共8页
Sand production is an undesired phenomenon occurring in unconsolidated formations due to shear failure and hydrodynamic forces. There have been many approaches developed to predict sand production and prevent it by ch... Sand production is an undesired phenomenon occurring in unconsolidated formations due to shear failure and hydrodynamic forces. There have been many approaches developed to predict sand production and prevent it by changing drilling or production strategies. However, assumptions involved in these approaches have limited their applications to very specific scenarios. In this paper, an elliptical model based on the borehole shape is presented to predict the volume of sand produced during the drilling and depletion stages of oil and gas reservoirs. A shape factor parameter is introduced to estimate the changes in the geometry of the borehole as a result of shear failure. A carbonate reservoir from the south of Iran with a solid production history is used to show the application of the developed methodology. Deriving mathematical equations for determination of the shape factor based on different failure criteria indicate that the effect of the intermediate principal stress should be taken into account to achieve an accurate result. However, it should be noticed that the methodology presented can only be used when geomechanical parameters are accurately estimated prior to the production stage when using wells and field data. 展开更多
关键词 Sand production Shape parameter Failure criteria Carbonate reservoir Analytical solution
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基于Born逆散射理论的反射系数参数化及弱度参数反演方法研究与应用 被引量:6
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作者 范白涛 何英明 +1 位作者 周长所 孙进 《地球物理学进展》 CSCD 北大核心 2022年第2期570-576,共7页
裂缝预测是非常规油气储层勘探开发的重要环节.地震振幅随入射角和方位变化(Seismic Amplitude Variation with the Angle And Azimuth,即AVOAZ)的反演方法是地下裂缝参数预测的重要手段.然而裂缝型储层的模型参数化,正演方程的构建及... 裂缝预测是非常规油气储层勘探开发的重要环节.地震振幅随入射角和方位变化(Seismic Amplitude Variation with the Angle And Azimuth,即AVOAZ)的反演方法是地下裂缝参数预测的重要手段.然而裂缝型储层的模型参数化,正演方程的构建及反问题的求解依旧存在较大的挑战.所以本文将以均匀各向同性岩石中发育一组垂直定向裂缝(可等效为具有水平对称轴的横向各向同性介质,Horizontal Transversely Isotropic medium,即HTI介质)为研究目标,利用线性滑动模型,推导基于裂缝弱度参数表征的HTI介质刚度矩阵,然后采用Born逆散射理论和稳相法,在界面弱差异假设下,推导HTI介质PP波反射系数方程.为了提高裂缝弱度参数的预测精度,接着提出了方位差异弹性阻抗方程.在此基础上,发展了一套模型低频信息正则化约束的Bayesian反演方法.将该方法应用到裂缝型工区,应用结果表明本文所提出的方法是合理的. 展开更多
关键词 HTI裂缝储层 反射系数参数化 弹性阻抗方位差异 Bayesian反演
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页岩裂缝型储层模型参数化及AVAZ反演预测方法研究 被引量:9
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作者 陈珂磷 杨扬 +3 位作者 井翠 衡德 樊骐铖 曾勇坚 《地球物理学进展》 CSCD 北大核心 2022年第6期2364-2372,共9页
随入射角和方位角振幅变化(AVAZ)反演是地球科学领域从叠前和方位角地震数据中估计弹性参数和各向异性参数的最广泛使用的反演方法之一,有助于预测裂缝.发育一组垂直或近垂直定向裂缝的各向同性均匀岩石储层可以等效为具有水平对称轴的... 随入射角和方位角振幅变化(AVAZ)反演是地球科学领域从叠前和方位角地震数据中估计弹性参数和各向异性参数的最广泛使用的反演方法之一,有助于预测裂缝.发育一组垂直或近垂直定向裂缝的各向同性均匀岩石储层可以等效为具有水平对称轴的横向各向同性介质(Horizontal Transversely Isotropic medium,即为HTI介质).我们的目标是开发一种适用于页岩储层裂缝预测的稳定反演方法,并充分利用页岩裂缝型储层的宽方位地震数据,提高反演稳定性.首先推导出一个HTI介质三项PP波反射系数近似表达式,该方程减少待求参数的个数,并保持足够的精度来描述HTI介质的反射特性,进而提高反演的鲁棒性.此外,开展了基于贝叶斯理论的AVAZ反演方法,提高反演的稳定性.利用柯西概率分布和高斯概率分布作为模型参数和似然函数的先验信息,提高了反演精度.通过与已有近似方程的精度分析对比,验证了基于新近似方程的反演方法的可行性.在不同噪声条件下,对所提出的反演方法进行了实际工区应用,通过实例验证了该方法在裂缝性储层反演预测中具有较高的鲁棒性和稳定性. 展开更多
关键词 AVAZ反演 HTI介质 裂缝储层 反射系数 模型参数化
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基于CATIA的抽水蓄能电站库盆三维设计研究 被引量:3
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作者 邓成进 张志伟 袁秋霜 《西北水电》 2018年第3期91-94,共4页
抽水蓄能电站的库盆设计为了做到挖填平衡,前期设计需进行大量方案比选工作。基于CATIA平台,研究采用参数化建模方法建立抽水蓄能电站库盆的三维模型,并用三维模型计算库盆水库库容以及开挖、填筑等主要工程量;实现了通过调整水位条件... 抽水蓄能电站的库盆设计为了做到挖填平衡,前期设计需进行大量方案比选工作。基于CATIA平台,研究采用参数化建模方法建立抽水蓄能电站库盆的三维模型,并用三维模型计算库盆水库库容以及开挖、填筑等主要工程量;实现了通过调整水位条件和修改模型的骨架来驱动更新三维模型,快速形成不同方案的库盆三维设计模型,极大提高了抽水蓄能电站方案比选的工作效率。 展开更多
关键词 库盆设计 CATIA平台 参数化建模 三维模型
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