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Fracture network types revealed by well test curves for shale reservoirs in the Sichuan Basin,China
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作者 Yanyan Wang Hua Liu +2 位作者 Xiaohu Hu Cheng Dai Sidong Fang 《Energy Geoscience》 EI 2024年第1期264-274,共11页
Pressure buildup testing can be used to analyze fracture network characteristics and conduct quantitative interpretation of relevant parameters for shale gas wells,thus providing bases for assessing the well productiv... Pressure buildup testing can be used to analyze fracture network characteristics and conduct quantitative interpretation of relevant parameters for shale gas wells,thus providing bases for assessing the well productivity and formulating proper development strategies.This study establishes a new well test interpretation model for fractured horizontal wells based on seepage mechanisms of shale reservoirs and proposes a method for identifying fracturing patterns based on the characteristic slopes of pressure buildup curves and curve combination patterns.The pressure buildup curve patterns are identified to represent three types of shale reservoirs in the Sichuan Basin,namely the moderately deep shale reservoirs with high pressure,deep shale reservoirs with ultra-high pressure,and moderately deep shale reservoirs with normal pressure.Based on this,the relationship between the typical pressure buildup curve patterns and the fracture network types are put forward.Fracturing effects of three types of shale gas reservoir are compared and analyzed.The results show that typical flow patterns of shale reservoirs include bilinear flow in primary and secondary fractures,linear flow in secondary fractures,bilinear flow in secondary fractures and matrix,and linear flow in matrix.The fracture network characteristics can be determined using the characteristic slopes of pressure buildup curves and curve combinations.The linear flow in early secondary fractures is increasingly distinct with an increase in primary fracture conductivity.Moreover,the bilinear flow in secondary fractures and matrix and the subsequent linear flow in the matrix occur as the propping and density of secondary fractures increase.The increase in the burial depth,in-situ stress,and stress difference corresponds to a decrease in the propping of primary fractures that expand along different directions in the shale gas wells in the Sichuan Basin.Four pressure buildup curve patterns exist in the Sichuan Basin and its periphery.The pattern of pressure buildup curves of shale reservoirs in the Yongchuan area can be described as 1/2/→1/4,indicating limited stimulated reservoir volume,poorly propped secondary fractures,and the forming of primary fractures that extend only to certain directions.The pressure buildup curves of shale reservoirs in the main block of the Fuling area show a pattern of 1/4/→1/2 or 1/2,indicating greater stimulated reservoir volume,well propped secondary fractures,and the forming of complex fracture networks.The pattern of pressure buildup curves of shale reservoirs in the Pingqiao area is 1/2/→1/4→/1/2,indicating a fracturing effect somewhere between that of the Fuling and Yongchuan areas.For reservoirs with normal pressure,it is difficult to determine fracture network characteristics from pressure buildup curves due to insufficient formation energy and limited liquid drainage. 展开更多
关键词 Shale gas Fractured horizontal well Well testing interpretation flow pattern characterization Parameter inversion Fracture network characteristics Sichuan basin
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垂直上升管中气液两相流电导波动信号的混沌特性分析 被引量:24
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作者 金宁德 郑桂波 胡凌云 《地球物理学报》 SCIE EI CAS CSCD 北大核心 2006年第5期1552-1560,共9页
首先以Lorenz混沌方程产生的非线性时间序列为例,讨论了在不同时间序列长度下各种延迟时间算法对噪声的适用性.研究发现,采用C_C算法计算延迟时间的鲁棒性强.在此基础上,给出了垂直上升管中气水两相流电导波动信号混沌表征结果,发现在... 首先以Lorenz混沌方程产生的非线性时间序列为例,讨论了在不同时间序列长度下各种延迟时间算法对噪声的适用性.研究发现,采用C_C算法计算延迟时间的鲁棒性强.在此基础上,给出了垂直上升管中气水两相流电导波动信号混沌表征结果,发现在较低水相表观速度时,随着气相表观速度增加,泡状流及混状流动力学特性变得愈加复杂,而段塞流动力学特性受液相表观速度影响较大;在较高水相表观速度时,随着气相表观速度增加,当流型从泡状流向段塞流转变时,气液两相流动力学特性变得相对简单.但是,由于受液相湍流作用影响,段塞流的动力学特性表现出了涨落现象,呈现不稳定性,当流型从段塞流向混状流转变时,气液两相流动力学特性则变得愈加复杂.研究结果表明:基于电导波动信号的混沌分析可以较好地表征气液两相流流型变化,是理解流型转变机理及其动力学演变特性的有用工具. 展开更多
关键词 两相流 混沌时间序列 相空间重建 延迟时间 流型表征
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气液两相流差压测量波动信号的符号序列统计分析 被引量:11
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作者 金宁德 苗龄予 李伟波 《化工学报》 EI CAS CSCD 北大核心 2007年第2期327-334,共8页
将符号时间序列分析方法应用到两相流测量波动信号分析,并讨论了关键参数对符号统计量影响问题。在此基础上,利用垂直上升管中采集到的80组气液两相流差压动态波动信号,提取了时间不可逆转性Tfb及χf2b统计量。当气相表观速度小于0.02m.... 将符号时间序列分析方法应用到两相流测量波动信号分析,并讨论了关键参数对符号统计量影响问题。在此基础上,利用垂直上升管中采集到的80组气液两相流差压动态波动信号,提取了时间不可逆转性Tfb及χf2b统计量。当气相表观速度小于0.02m.s-1时,随着气相表观速度增加,泡状流随机可变的运动特征逐渐加剧,其动力学特性变得相对复杂;当气相表观速度大于0.02m.s-1时,在流型从泡状流向段塞流转变过程中,随着气相表观速度增大,流型演化的动力学特性逐渐变得相对简单;在流型从段塞流向混状流转变过程中,随着气相表观速度增加,混状流的动力学特性逐渐变得愈加复杂。研究结果表明,时间不可逆转性Tfb及χ2fb统计量两个符号是表征气液两相流流型的敏感特征量,考察这两个统计量随两相流流动参数变化规律有助于更好地理解两相流流型动力学特性。 展开更多
关键词 气液两相流 流型表征 符号时间序列分析 时间不可逆转性 xfb^2统计量
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基于Kolmogorov熵时间序列分析的垂直上升管中油水两相流流型表征 被引量:11
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作者 金宁德 聂向斌 +1 位作者 任英玉 张明学 《化工学报》 EI CAS CSCD 北大核心 2003年第7期936-941,共6页
采用一种基于广义熵概念的Kolmogorov熵计算方法来提取时间序列的复杂性特征 ,进而对油水两相流流型进行表征 ,用Mackey Glass方程作算例验证了该复杂性特征提取方法的可靠性 .在此基础上对油水两相流实验电导波动信号的Kolmogorov熵表... 采用一种基于广义熵概念的Kolmogorov熵计算方法来提取时间序列的复杂性特征 ,进而对油水两相流流型进行表征 ,用Mackey Glass方程作算例验证了该复杂性特征提取方法的可靠性 .在此基础上对油水两相流实验电导波动信号的Kolmogorov熵表征结果进行了分析 ,指出Kolmogorov熵对流型转变的敏感性 ,并且发现其结果与先前研究的时间序列电导波动信号功率谱复杂性特征及分形和混沌表征结果较好地对应和统一 ,表明了Kol mogorov熵对油水两相流流型变化具有敏感的“指示器”特性 . 展开更多
关键词 油水两相流 广义熵 Kolmogorov熵 流型
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利用符号时间序列分析法表征垂直上升管中油水两相流流型 被引量:7
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作者 金宁德 李伟波 +1 位作者 赵鑫 周艳 《化工学报》 EI CAS CSCD 北大核心 2005年第1期116-120,共5页
The flow patterns of oil/water two-phase flow in vertical upward pipes were characterized by the analysis of symbolic time series based on the conductance fluctuating signals.The study showed that the symbolic sequenc... The flow patterns of oil/water two-phase flow in vertical upward pipes were characterized by the analysis of symbolic time series based on the conductance fluctuating signals.The study showed that the symbolic sequence temporal irreversibility T fb and chi-square χ2 fb statistics had little change with oil-in-water flow pattern variations for water cut (K w) ranging from 61% to 91% but showed irregular sudden changes with transitional flow pattern variations for water cut 51%.When distinguishing the transitional flow pattern from oil-in-water flow pattern, the symbolic time series analysis method presented more unique characteristics and was a useful assistant diagnostic tool for the identification of oil/water two- phase flow patterns. 展开更多
关键词 油水两相流 流型表征 符号时间序列分析
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