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基于EDFM的页岩油水平井注水吞吐优化研究
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作者 曹小朋 刘海成 +3 位作者 李忠新 陈先超 江朋宇 樊浩 《油气藏评价与开发》 CSCD 北大核心 2024年第5期734-740,共7页
陆相页岩油水平井自然产量递减快、采出程度低,而单井注水吞吐能有效补充地层能量并提高采出程度。以鄂尔多斯长7段页岩油为例,采用数值模拟方法,开展陆相页岩油水平井注水吞吐优化研究。为了提高页岩油藏体积压裂后数值模拟模型的准确... 陆相页岩油水平井自然产量递减快、采出程度低,而单井注水吞吐能有效补充地层能量并提高采出程度。以鄂尔多斯长7段页岩油为例,采用数值模拟方法,开展陆相页岩油水平井注水吞吐优化研究。为了提高页岩油藏体积压裂后数值模拟模型的准确性,引入EDFM(嵌入式离散裂缝模型)来表征储层天然裂缝和体积压裂形成的水力裂缝,建立了综合考虑渗吸作用以及储层应力敏感性的概念模型。对注水时机、注水量、注水速度、焖井时间和吞吐周期进行优化选择,数值模拟结果表明:注水速度过快,水容易沿裂缝窜流,导致注入水利用率降低;随吞吐周期增加,每轮周期内增油量呈下降趋势。针对模型所参考的鄂尔多斯某页岩油藏而言,注水吞吐参数优化为:压力系数降至0.706时进行注水,注水量优选为4000 m^(3),注水速度为300 m^(3)/d,焖井15 d,进行6轮吞吐,最终能将采出程度提高4.95%,总油水置换率达到6.65%。该研究能为页岩油藏注水吞吐研究提供参考。 展开更多
关键词 页岩油 注水吞吐 数值模拟 edfm 参数优化
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eDFM—基于Web的可制造性设计 被引量:1
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作者 赖曼 Robert Rowland 《世界产品与技术》 2001年第10期55-58,共4页
关键词 可制造性设计 edfm WEB 电子设计
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High-Precision Flow Numerical Simulation and Productivity Evaluation of Shale Oil Considering Stress Sensitivity
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作者 Mingjing Lu Qin Qian +3 位作者 Anhai Zhong Feng Yang Wenjun He Min Li 《Fluid Dynamics & Materials Processing》 EI 2024年第10期2281-2300,共20页
Continental shale oil reservoirs,characterized by numerous bedding planes and micro-nano scale pores,feature significantly higher stress sensitivity compared to other types of reservoirs.However,research on suitable s... Continental shale oil reservoirs,characterized by numerous bedding planes and micro-nano scale pores,feature significantly higher stress sensitivity compared to other types of reservoirs.However,research on suitable stress sensitivity characterization models is still limited.In this study,three commonly used stress sensitivity models for shale oil reservoirs were considered,and experiments on representative core samples were conducted.By fitting and comparing the data,the“exponential model”was identified as a characterization model that accurately represents stress sensitivity in continental shale oil reservoirs.To validate the accuracy of the model,a two-phase seepage mathematical model for shale oil reservoirs coupled with the exponential model was introduced.The model was discretely solved using the finite volume method,and its accuracy was verified through the commercial simulator CMG.The study evaluated the productivity of a typical horizontal well under different engineering,geological,and fracture conditions.The results indicate that considering stress sensitivity leads to a 13.57%reduction in production for the same matrix permeability.Additionally,as the fracture half-length and the number of fractures increase,and the bottomhole flowing pressure decreases,the reservoir stress sensitivity becomes higher. 展开更多
关键词 Shale oil horizontal wells Embedded Discrete Fracture Model(edfm) stress sensitivity numerical simulation sensitivity analysis
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Analysis of fracture propagation and shale gas production by intensive volume fracturing 被引量:1
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作者 Qingdong ZENG Long BO +4 位作者 Lijun LIU Xuelong LI Jianmeng SUN Zhaoqin HUANG Jun YAO 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2023年第8期1385-1408,共24页
This paper presents an integrated study from fracture propagation modeling to gas flow modeling and a correlation analysis to explore the key controlling factors of intensive volume fracturing.The fracture propagation... This paper presents an integrated study from fracture propagation modeling to gas flow modeling and a correlation analysis to explore the key controlling factors of intensive volume fracturing.The fracture propagation model takes into account the interaction between hydraulic fracture and natural fracture by means of the displacement discontinuity method(DDM)and the Picard iterative method.The shale gas flow considers multiple transport mechanisms,and the flow in the fracture network is handled by the embedded discrete fracture model(EDFM).A series of numerical simulations are conducted to analyze the effects of the cluster number,stage spacing,stress difference coefficient,and natural fracture distribution on the stimulated fracture area,fractal dimension,and cumulative gas production,and their correlation coefficients are obtained.The results show that the most influential factors to the stimulated fracture area are the stress difference ratio,stage spacing,and natural fracture density,while those to the cumulative gas production are the stress difference ratio,natural fracture density,and cluster number.This indicates that the stress condition dominates the gas production,and employing intensive volume fracturing(by properly increasing the cluster number)is beneficial for improving the final cumulative gas production. 展开更多
关键词 fracture network propagation shale gas fow intensive volume fracturing displacement discontinuity method(DDM) embedded discrete fracture model(edfm)
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基于双重介质嵌入式离散裂缝模型的致密油藏产能影响因素 被引量:1
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作者 肖尊荣 赵玉龙 +5 位作者 张烈辉 葛枫 杨志冬 刘香禺 张东旭 田野 《科学技术与工程》 北大核心 2023年第25期10780-10790,共11页
致密油藏具有显著的超低孔超低渗特征,准确表征天然微裂缝和水力压裂缝对致密油藏产量准确评价至关重要。研究者们广泛采用嵌入式离散裂缝模型(embedded discrete fracture model, EDFM)研究致密油藏流动规律,通过修改基质网格渗透率表... 致密油藏具有显著的超低孔超低渗特征,准确表征天然微裂缝和水力压裂缝对致密油藏产量准确评价至关重要。研究者们广泛采用嵌入式离散裂缝模型(embedded discrete fracture model, EDFM)研究致密油藏流动规律,通过修改基质网格渗透率表征天然微裂缝,无法精细刻画微裂缝与基质间流体交换对流动产生的影响。为克服以上不足,考虑基质、复杂天然微裂缝和人工压裂缝间传质机理,建立了致密油藏双重介质嵌入式离散裂缝模型(dual porosity embeded discrete fracture model, DPEDFM);进一步,对模型进行数值离散处理,编制了相应的模拟器;最后,基于所建立模型研究了天然微裂缝、水平段长度、裂缝间距等多因素对致密油藏产能影响规律。研究结果表明,所建立模型的产能高于传统EDFM模型;水平段长度越长,产能越大;裂缝间距越小,产能越大;应力敏感对致密油藏生产动态有一定影响,并且随着时间推迟,影响逐渐增强;所建立模型实现了对基质、复杂天然微裂缝和人工压裂缝间复杂传质机理的精细刻画,相关研究结论可为致密油藏经济高效开发提供借鉴。 展开更多
关键词 致密油藏 双重介质 嵌入式离散裂缝模型 天然微裂缝 油藏产能
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计算机肖像漫画方法综述 被引量:3
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作者 陈文娟 石民勇 +1 位作者 孙国玉 孙庆杰 《计算机应用》 CSCD 北大核心 2009年第8期2049-2052,共4页
肖像漫画因其能生动地对漫画对象的特点进行夸张,而在报纸等媒体中广泛使用。以计算机漫画创作流程为主线对计算机漫画创作方法的基本思想和关键技术进行归纳与分析,重点介绍了目前几种有关特征夸张的理论方法,即用户手动确定夸张方式... 肖像漫画因其能生动地对漫画对象的特点进行夸张,而在报纸等媒体中广泛使用。以计算机漫画创作流程为主线对计算机漫画创作方法的基本思想和关键技术进行归纳与分析,重点介绍了目前几种有关特征夸张的理论方法,即用户手动确定夸张方式、模板夸张、根据漫画家的创作规则进行夸张以及机器学习方法捕捉漫画家的规则等四种方法。最后阐述了有关特征夸张理论的未来发展趋势。 展开更多
关键词 计算机漫画 edfm 夸张 基于样本的学习
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Characterization of complex hydraulic fractures in Eagle Ford shale oil development through embedded discrete fracture modeling 被引量:1
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作者 FIALLOS TORRES Mauricio MORALES Adrián +1 位作者 YU Wei MIAO Jijun 《Petroleum Exploration and Development》 CSCD 2021年第3期713-720,共8页
This study extends an integrated field characterization in Eagle Ford by optimizing the numerical reservoir simulation of highly representative complex fractured systems through embedded discrete fracture modeling(EDF... This study extends an integrated field characterization in Eagle Ford by optimizing the numerical reservoir simulation of highly representative complex fractured systems through embedded discrete fracture modeling(EDFM). The bottom-hole flowing pressure was history-matched and the field production was forecasted after screening complex fracture scenarios with more than 100 000 fracture planes based on their propped-type. This work provided a greater understanding of the impact of complex-fractures proppant efficiency on the production. After compaction tables were included for each propped-type fracture group, the estimated pressure depletion showed that the effective drainage area can be smaller than the complex fracture network if modeled and screened by the EDFM method rather than unstructured gridding technique. The essential novel value of this work is the capability to couple EDFM with third-party fracture propagation simulation automatically, considering proppant intensity variation along the complex fractured systems. Thus, this work is pioneer to model complex fracture propagation and well interference accurately from fracture diagnostics and pseudo 3 D fracture propagation outcomes for multiple full wellbores to capture well completion effectiveness after myriads of sharper field simulation cases with EDFM. 展开更多
关键词 edfm complex fractures hydraulic fracturing fracture networks reservoir simulation shale oil
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A Comprehensive Study on the Process of Greenhouse Gas Sequestration Based on a Microporous Media Model
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作者 Deqiang Wang Xiansong Zhang +1 位作者 Jian Zhang Baozhen Li 《Fluid Dynamics & Materials Processing》 EI 2022年第4期1067-1081,共15页
Carbon dioxide geological sequestration is an effective method to reduce the content of greenhouse gases in the atmosphere of our planet.This process can also be used to improve the production of oil reservoirs by mix... Carbon dioxide geological sequestration is an effective method to reduce the content of greenhouse gases in the atmosphere of our planet.This process can also be used to improve the production of oil reservoirs by mixing carbon dioxide and crude oil.In the present study,a differential separation experiment(DL)based on actual crude oil components is used to simulate such a process.The results show that after mixing,the viscosity and density of reservoir fluid decrease and the volume coefficient increase,indicating that the pre buried gas induces fluid expansion and an improvement of the fluid rheological properties.These effects are interpreted using a pore scale model based on real scanning electron microscopy(SEM).The results show that increasing the pressure and reducing the viscosity are beneficial to increasing the micro oil displacement efficiency.Moreover,these effects can improve the production in the target area and slow down the decline of the formation pressure.Furthermore,in the case of fracture development in the reservoir(due to CO_(2)injection before exploitation),the risk of gas channelling,induced by the displacement pressure difference between injection and production wells,is avoided. 展开更多
关键词 Greenhouse gas carbon sequestration PVTi porous media model edfm
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油藏数值模拟的裂缝/溶洞嵌入式计算模型 被引量:1
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作者 邵仁杰 邸元 +1 位作者 崔书岳 康志江 《东北石油大学学报》 CAS 北大核心 2019年第4期99-106,124,I0007,共10页
碎屑岩和碳酸盐岩油藏的数值模拟需要处理几何形态较为复杂的裂缝,对碳酸盐岩缝洞型油藏还须处理形状各异的溶蚀孔洞。采用传统的嵌入式离散裂缝模型时,需要将复杂裂缝划分为细密的网格,计算量较大,且难以准确处理溶洞。建立一种裂缝/... 碎屑岩和碳酸盐岩油藏的数值模拟需要处理几何形态较为复杂的裂缝,对碳酸盐岩缝洞型油藏还须处理形状各异的溶蚀孔洞。采用传统的嵌入式离散裂缝模型时,需要将复杂裂缝划分为细密的网格,计算量较大,且难以准确处理溶洞。建立一种裂缝/溶洞嵌入式计算模型,对基质系统进行结构化网格剖分以形成基质单元,根据需要把单个裂缝或一组裂缝划分为一个裂缝单元,将大型溶洞根据几何形状划分为一个或数个连通的溶洞单元;采用推导的半解析方法计算裂缝或溶洞单元同基质单元的传导率,实现裂缝或溶洞在结构化基质网格中的嵌入。交叉裂缝、含洞储层和三维复杂缝网算例数值模拟结果表明,裂缝/溶洞嵌入式方法计算效率较高,对于形态较为复杂的裂缝和溶洞有很好的适用性。 展开更多
关键词 裂缝性油藏 缝洞型油藏 嵌入式离散裂缝 裂缝/溶洞嵌入式模型 传导率
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基于三维嵌入式离散裂缝模型的致密油藏体积压裂水平井数值模拟 被引量:9
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作者 赵国翔 姚约东 +2 位作者 王链 唐康 吴文炜 《大庆石油地质与开发》 CAS CSCD 北大核心 2022年第6期143-152,共10页
针对致密油藏体积压裂水平井裂缝建模困难、传统嵌入式离散裂缝模型(Embedded Discrete Fracture Model,EDFM)对三维空间中裂缝复杂的立体分布及复杂形状难以准确刻画、体积压裂致密油藏开发动态模拟及产能评价困难等问题,基于三维笛卡... 针对致密油藏体积压裂水平井裂缝建模困难、传统嵌入式离散裂缝模型(Embedded Discrete Fracture Model,EDFM)对三维空间中裂缝复杂的立体分布及复杂形状难以准确刻画、体积压裂致密油藏开发动态模拟及产能评价困难等问题,基于三维笛卡尔网格及裂缝面的参数化表征方法,考虑重力、致密油藏非线性渗流特征及应力敏感特征,建立了适用于任意形状倾斜裂缝面的网格剖分方法及三维嵌入式离散裂缝模型。通过与商业软件Eclipse计算结果对比和对新疆油田一口井的实际生产数据拟合验证了模型的准确性和可靠性。基于该模型,进行了体积压裂致密油藏产能影响因素分析。结果表明:三维嵌入式离散裂缝模型能较好地表征流体在具有复杂空间分布形态及复杂裂缝形状缝网中的渗流过程,可以应用于体积压裂致密油藏的开发动态模拟。研究成果为致密油藏水平井体积压裂提供了理论依据。 展开更多
关键词 三维嵌入式离散裂缝模型 致密油藏 体积压裂 水平井 数值模拟
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基于嵌入式离散裂缝建模的Eagle Ford页岩油复杂水力裂缝综合表征 被引量:7
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作者 FIALLOS Mauricio MORALES Adrián +1 位作者 YU Wei MIAO Jijun 《石油勘探与开发》 SCIE EI CAS CSCD 北大核心 2021年第3期613-619,共7页
使用嵌入式离散裂缝建模(EDFM)方法优化具有复杂裂缝系统的油藏的数值模拟,完善了前人的Eagle Ford页岩油综合描述技术。根据裂缝支撑类型对具有100000多个裂缝面的复杂裂缝系统进行分类后,对井底流压进行了历史拟合,对油田产量进行了预... 使用嵌入式离散裂缝建模(EDFM)方法优化具有复杂裂缝系统的油藏的数值模拟,完善了前人的Eagle Ford页岩油综合描述技术。根据裂缝支撑类型对具有100000多个裂缝面的复杂裂缝系统进行分类后,对井底流压进行了历史拟合,对油田产量进行了预测,以更深入地了解复杂裂缝支撑效果对产量的影响。在为不同支撑类型裂缝组分配不同的压实曲线后估算的压降表明,如果采用EDFM方法而不是非结构网格方法进行裂缝建模和筛选,裂缝模型表达更精确,有效波及面积可能会小于非结构网格方法。方法优化后,能够将EDFM与第三方裂缝扩展模拟器自动耦合,同时考虑支撑剂强度沿复杂裂缝系统的变化。该方法能够从裂缝评价和多个全井眼的拟三维裂缝扩展结果中准确地模拟复杂的裂缝延伸和井间干扰,从而更准确地评价完井效果。 展开更多
关键词 嵌入式离散裂缝建模 复杂裂缝 水力裂缝 裂缝网络 油藏模拟 页岩油
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Effect of hydraulic fracture deformation hysteresis on CO_(2)huff-n-puff performance in shale gas reservoirs 被引量:1
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作者 Xia YAN Pi-yang LIU +4 位作者 Zhao-qin HUANG Hai SUN Kai ZHANG Jun-feng WANG Jun YAO 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2023年第1期37-55,共19页
As a promising enhanced gas recovery technique,CO_(2)huff-n-puff has attracted great attention recently.However,hydraulic fracture deformation hysteresis is rarely considered,and its effect on CO_(2)huff-n-puff perfor... As a promising enhanced gas recovery technique,CO_(2)huff-n-puff has attracted great attention recently.However,hydraulic fracture deformation hysteresis is rarely considered,and its effect on CO_(2)huff-n-puff performance is not well understood.In this study,we present a fully coupled multi-component flow and geomechanics model for simulating CO_(2)huff-n-puff in shale gas reservoirs considering hydraulic fracture deformation hysteresis.Specifically,a shale gas reservoir after hydraulic fracturing is modeled using an efficient hybrid model incorporating an embedded discrete fracture model(EDFM),multiple porosity model,and single porosity model.In flow equations,Fick’s law,extended Langmuir isotherms,and the Peng-Robinson equation of state are used to describe the molecular diffusion,multi-component adsorption,and gas properties,respectively.In relation to geomechanics,a path-dependent constitutive law is applied for the hydraulic fracture deformation hysteresis.The finite volume method(FVM)and the stabilized extended finite element method(XFEM)are applied to discretize the flow and geomechanics equations,respectively.We then solve the coupled model using the fixed-stress split iterative method.Finally,we verify the presented method using several numerical examples,and apply it to investigate the effect of hydraulic fracture deformation hysteresis on CO_(2)huff-n-puff performance in a 3D shale gas reservoir.Numerical results show that hydraulic fracture deformation hysteresis has some negative effects on CO_(2)huff-n-puff performance.The effects are sensitive to the initial conductivity of hydraulic fracture,production pressure,starting time of huff-n-puff,injection pressure,and huff-n-puff cycle number. 展开更多
关键词 Enhanced gas recovery CO_(2)huff-n-puff Coupled geomechanics and multi-component flow Hydraulic fracture deformation hysteresis Embedded discrete fracture model(edfm)
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对我国未来减排温室气体的评价模型及应用 被引量:4
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作者 郑淮 张阿玲 +1 位作者 何建坤 李继峰 《数量经济技术经济研究》 CSSCI 北大核心 2003年第10期81-85,共5页
本文在INET模型的基础上借鉴国内外模型发展经验,提出了改进的经济一能源一环境(3E)模型。模型着眼于中国近年来经济发展状况和统计数据不易收集等具体情况,改进了交互界面,引进了技术改造投资、电力负荷曲线等工具,构造适合中国国情的... 本文在INET模型的基础上借鉴国内外模型发展经验,提出了改进的经济一能源一环境(3E)模型。模型着眼于中国近年来经济发展状况和统计数据不易收集等具体情况,改进了交互界面,引进了技术改造投资、电力负荷曲线等工具,构造适合中国国情的研究温室气体减排/限排问题的模型工具。 展开更多
关键词 温室气体 评价模型 应用 经济-能源-环境模型 全球气候变化 技术改造 电力负荷曲线 中国 终端需求预测模型 edfm 宏观经济测算模型 MEM 能源系统优化模型 ESOM
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A new-generation Embedded Discrete Fracture Model calibration workflow applied to the characterization of complex naturally fracture reservoir
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作者 Hongbing Xie Mauricio Fiallos Torres +4 位作者 Penyu Cheng Wei Yu Yuzhong Xin Jijun Miao Muwei Cheng 《Petroleum Research》 2022年第1期1-12,共12页
Characterizing natural fractures has a decisive effect on production forecasts in fractured oil and gas reservoirs.Discrete Fracture Networks(DFN)constitutes the main modeling framework for fractured geosystems.Howeve... Characterizing natural fractures has a decisive effect on production forecasts in fractured oil and gas reservoirs.Discrete Fracture Networks(DFN)constitutes the main modeling framework for fractured geosystems.However,myriads of uncertainties are enclosed prior modeling representative stochastic or deterministic DFN ensembles.This paper presents a novel methodology for DFN calibration and an efficacious field application,which incorporatesWell-testing interpretation,Embedded Discrete Fracture Model(EDFM)framework,and numerical reservoir simulation.The proposed workflow starts with the DFN generation from seismic data,imaging logging data and core data.After multiple DFNs are modeled,well-test analysis is employed to calibrate the intrinsic properties of fractures at different locations.Then,these fracture networks are characterized dynamically by EDFM,which promotes capturing the optimal fracture model quickly screened.Finally,pressure and production history match are reached for the DFN realization that honors the optimal fracture model. 展开更多
关键词 DFN edfm DFN screening Fracture networks Natural fractures
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