CN116794716B - A dispersive AVO simulation method for mesoscopic fracture rock physics model - Google Patents

A dispersive AVO simulation method for mesoscopic fracture rock physics model Download PDF

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CN116794716B
CN116794716B CN202310743117.8A CN202310743117A CN116794716B CN 116794716 B CN116794716 B CN 116794716B CN 202310743117 A CN202310743117 A CN 202310743117A CN 116794716 B CN116794716 B CN 116794716B
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CN116794716A (en
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漆乔木
李小斌
李林鑫
汤鑫宇
孟继昆
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Chengdu Univeristy of Technology
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    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
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Abstract

本发明公开了一种介观裂缝岩石物理模型的频散AVO模拟方法,属于油气勘探技术领域;包括介观裂缝岩石的频变刚度矩阵获取阶段,及模型频散AVO模拟阶段;所述介观裂缝岩石的频变刚度矩阵获取阶段对不同裂缝排列方式都能够构建其对应的附加柔度矩阵,其结合依赖频率的裂缝法向柔度,能够得到对应的干岩石动态柔度矩阵,在流体特征加入后,得到岩石的频变刚度矩阵;所述模型频散AVO模拟阶段,基于岩石的频变刚度矩阵得到依赖频率的各向异性系数,并结合频变界面反射系数和震源子波,计算得到多界面地震频散AVO模拟记录。本发明解决了难以对随机分布的介观裂缝动态模型进行岩石模型构建和频散AVO分析的问题。

The invention discloses a dispersion AVO simulation method of a mesoscopic fracture rock physical model, which belongs to the technical field of oil and gas exploration. It includes a frequency-varying stiffness matrix acquisition stage of the mesoscopic fracture rock and a model dispersion AVO simulation stage; the mesoscopic In the acquisition stage of the frequency-varying stiffness matrix of fractured rock, the corresponding additional flexibility matrix can be constructed for different fracture arrangements. Combined with the frequency-dependent fracture normal flexibility, the corresponding dynamic flexibility matrix of dry rock can be obtained. In the fluid characteristics After adding, the frequency-varying stiffness matrix of the rock is obtained; in the dispersion AVO simulation stage of the model, the frequency-dependent anisotropy coefficient is obtained based on the frequency-varying stiffness matrix of the rock, and combined with the frequency-varying interface reflection coefficient and the source wavelet, the calculation is Multi-interface seismic dispersion AVO simulation recording. The invention solves the problem of difficulty in rock model construction and dispersion AVO analysis of randomly distributed mesoscopic fracture dynamic models.

Description

一种介观裂缝岩石物理模型的频散AVO模拟方法A Dispersion AVO Simulation Method for Mesoscopic Fracture Rock Physics Model

技术领域Technical Field

本发明属于油气勘探技术领域,尤其涉及一种介观裂缝岩石物理模型的频散AVO模拟方法。The invention belongs to the technical field of oil and gas exploration, and in particular relates to a dispersion AVO simulation method of a mesoscopic fracture rock physics model.

背景技术Background Art

当波通过地下含流体的岩石时,通常会产生速度频散和能量衰减(简称频散)。目前关于这种频散效应的机制,被广泛接受的理论是波诱导流体流动(WIFF),并且发生在地震勘探频段的频散衰减机制主要是介观流。When waves pass through fluid-containing rocks underground, velocity dispersion and energy attenuation (abbreviated as dispersion) usually occur. Currently, the widely accepted theory about the mechanism of this dispersion effect is wave-induced fluid flow (WIFF), and the dispersion attenuation mechanism occurring in the seismic exploration frequency band is mainly mesoscopic flow.

介观尺度主要指远小于人工地震波波长,并远大于岩石孔隙大小的尺度,通常为厘米级。导致岩石出现介观尺度的非均匀性的原因很多,裂缝是其中一个主要因素。另外,裂缝可能具有某种方向性,从而导致波的频散和衰减还会具有各向异性。目前对于裂缝岩石的描述,特别是介观尺度,大多只考虑的定向排列,缺乏对于复杂排列,甚至是随机排列的介观裂缝模型的建模方案,因此,一种能够对随机分布和排列的介观裂缝动态模型进行构建,且能够对构建的模型进行频散AVO模拟的方法是亟需的。The mesoscale mainly refers to the scale that is much smaller than the wavelength of artificial seismic waves and much larger than the size of rock pores, usually at the centimeter level. There are many reasons for the mesoscale heterogeneity of rocks, and cracks are one of the main factors. In addition, cracks may have a certain directionality, which will cause the dispersion and attenuation of waves to be anisotropic. At present, the description of fractured rocks, especially at the mesoscale, mostly only considers directional arrangements, and lacks modeling schemes for complex arrangements or even randomly arranged mesoscopic fracture models. Therefore, a method that can construct a dynamic model of randomly distributed and arranged mesoscopic fractures and perform dispersion AVO simulation on the constructed model is urgently needed.

发明内容Summary of the invention

针对现有技术中的上述不足,本发明提供的一种介观裂缝岩石物理模型的频散AVO模拟方法,解决了难以对随机分布的介观裂缝动态模型进行岩石模型构建和频散AVO分析的问题。In view of the above-mentioned deficiencies in the prior art, the present invention provides a dispersion AVO simulation method for a mesoscopic fracture rock physics model, which solves the problem that it is difficult to construct a rock model and perform dispersion AVO analysis on a randomly distributed mesoscopic fracture dynamic model.

为了达到上述发明目的,本发明采用的技术方案为:In order to achieve the above-mentioned object of the invention, the technical solution adopted by the present invention is:

本发明提供一种介观裂缝岩石物理模型的频散AVO模拟方法,包括介观裂缝岩石的频变刚度矩阵获取阶段,及模型频散AVO模拟阶段;The present invention provides a dispersion AVO simulation method for a mesoscopic fracture rock physics model, comprising a frequency-variable stiffness matrix acquisition stage of the mesoscopic fracture rock, and a model dispersion AVO simulation stage;

所述介观裂缝岩石的频变刚度矩阵获取阶段包括如下步骤:The frequency-dependent stiffness matrix acquisition stage of the mesoscopic fractured rock includes the following steps:

A1、获取岩石的裂缝密度、裂缝数量、裂缝半径和背景岩石的剪切模量,计算得到裂缝的法向柔度和切向柔度;A1. Obtain the rock crack density, crack number, crack radius and shear modulus of the background rock, and calculate the normal flexibility and tangential flexibility of the crack;

A2、基于裂缝的法向柔度以及饱和的含裂缝岩石和背景岩石的P波模量,计算得到依赖频率的裂缝法向柔度;A2. Based on the normal flexibility of the fracture and the P-wave modulus of the saturated fractured rock and background rock, the frequency-dependent normal flexibility of the fracture is calculated.

A3、根据裂缝的排列方式,基于裂缝的切向柔度、依赖频率的裂缝法向柔度和干岩石背景柔度矩阵,计算得到干岩石动态柔度矩阵;A3. According to the arrangement of the cracks, the dynamic flexibility matrix of the dry rock is calculated based on the tangential flexibility of the cracks, the frequency-dependent normal flexibility of the cracks and the dry rock background flexibility matrix;

A4、基于干岩石动态柔度矩阵和各向异性Gassmann方程,计算得到完整的岩石频变柔度矩阵;A4. Based on the dry rock dynamic flexibility matrix and the anisotropic Gassmann equation, the complete rock frequency-dependent flexibility matrix is calculated;

A5、对完整的岩石频变柔度矩阵求逆,得到岩石的频变刚度矩阵;A5. Invert the complete rock frequency-variant flexibility matrix to obtain the rock frequency-variant stiffness matrix;

所述模型频散AVO模拟阶段包括如下步骤:The model dispersion AVO simulation stage includes the following steps:

B1、基于岩石的频变刚度矩阵,得到频变刚度系数;B1. Based on the frequency-dependent stiffness matrix of rock, the frequency-dependent stiffness coefficient is obtained;

B2、基于频变刚度系数的实部,计算得到依赖频率的各向异性系数;B2. Based on the real part of the frequency-dependent stiffness coefficient, the frequency-dependent anisotropy coefficient is calculated;

B3、基于各向异性系数和反射系数方程,得到频变界面反射系数;B3. Based on the anisotropy coefficient and reflection coefficient equation, the frequency-dependent interface reflection coefficient is obtained;

B4、根据频变界面反射系数和震源子波,计算得到多界面地震频散AVO模拟记录。B4. Based on the frequency-varying interface reflection coefficient and source wavelet, the multi-interface seismic dispersion AVO simulation record is calculated.

本发明的有益效果为:本发明提供的一种介观裂缝岩石物理模型的频散AVO模拟方法,通过介观裂缝岩石的频变刚度矩阵获取阶段,构建了依赖频率的裂缝柔度参数,基于依赖频率的裂缝柔度参数能够构建复杂的频散模型;通过本方案构建的模型不限制于描述HTI介质,能够实现对随机分布且任何裂缝排列方式下的干岩石动态柔度矩阵进行构建,且用于构造模型的计算方法较现有构造方法更方便快捷;通过引入频散特征,能够实现含流体的动态模型构建,极大的丰富了介观裂缝岩石物理模型的多样性;通过模型频散AVO模拟阶段分析频散岩石物理模型的AOV频变和与频率相关的合成地震记录,能够提供更多的参数或现象来描述地下岩石的流体和裂缝情况。The beneficial effects of the present invention are as follows: the present invention provides a dispersion AVO simulation method for a mesoscopic fracture rock physics model, which constructs a frequency-dependent fracture flexibility parameter through the frequency-dependent stiffness matrix acquisition stage of the mesoscopic fracture rock, and a complex dispersion model can be constructed based on the frequency-dependent fracture flexibility parameter; the model constructed by this scheme is not limited to describing HTI media, and can realize the construction of a dynamic flexibility matrix of dry rock under random distribution and any fracture arrangement, and the calculation method for constructing the model is more convenient and faster than the existing construction method; by introducing dispersion characteristics, the construction of a dynamic model containing fluid can be realized, which greatly enriches the diversity of mesoscopic fracture rock physics models; by analyzing the AOV frequency variation and frequency-related synthetic seismic records of the dispersion rock physics model in the model dispersion AVO simulation stage, more parameters or phenomena can be provided to describe the fluid and fracture conditions of underground rocks.

进一步地,所述A1中法向柔度和切向柔度的计算表达式分别如下:Furthermore, the calculation expressions of the normal flexibility and the tangential flexibility in A1 are as follows:

其中,分别表示干裂缝的法向柔度和切向柔度,λ表示拉梅系数,μ表示背景岩石的剪切模量,e表示裂缝密度,N表示裂缝数量,a表示裂缝半径,V表示岩石体积。in, and They represent the normal flexibility and tangential flexibility of the dry crack, λ represents the Lame coefficient, μ represents the shear modulus of the background rock, e represents the crack density, N represents the number of cracks, a represents the crack radius, and V represents the rock volume.

采用上述进一步方案的有益效果为:提供法向柔度和切向柔度的计算方法,根据岩石中的裂缝密度、背景岩石的剪切模量等相关特征得到干岩石中裂缝的法向柔度和切向柔度,为得到依赖频率的裂缝法向柔度提供基础。The beneficial effect of adopting the above further scheme is: providing a calculation method for normal flexibility and tangential flexibility, obtaining the normal flexibility and tangential flexibility of cracks in dry rock based on relevant characteristics such as crack density in rock and shear modulus of background rock, providing a basis for obtaining frequency-dependent crack normal flexibility.

进一步地,所述A2包括如下步骤:Furthermore, the A2 comprises the following steps:

A21、基于饱和的含裂缝岩石和背景岩石的P波模量,计算得到时间尺度参数和形状参数;A21. Based on the P-wave modulus of saturated fractured rock and background rock, the time scale parameter and shape parameter are calculated;

所述时间尺度参数和形状参数的计算表达式分别如下:The calculation expressions of the time scale parameter and shape parameter are as follows:

其中,τ和分别表示时间尺度参数和形状参数,Cb表示饱和的含裂缝岩石和背景岩石高频极限条件下的P波模量,C0表示饱和的含裂缝岩石和背景岩石低频极限条件下的P波模量,G表示低频尺度参数,T表示高频尺度参数;Among them, τ and denote the time scale parameter and shape parameter respectively, Cb denotes the P-wave modulus of saturated fractured rock and background rock under high-frequency limit conditions, C0 denotes the P-wave modulus of saturated fractured rock and background rock under low-frequency limit conditions, G denotes the low-frequency scale parameter, and T denotes the high-frequency scale parameter;

A22、基于时间尺度参数和形状尺度参数,计算得到柔度频率关系;A22, based on the time scale parameter and the shape scale parameter, the flexibility frequency relationship is calculated;

所述柔度频率关系的计算表达式如下:The calculation expression of the flexibility frequency relationship is as follows:

其中,ffra(ω)表示柔度频率关系,i表示复数的虚部,ω表示频率;Where f fra (ω) represents the flexibility frequency relationship, i represents the imaginary part of the complex number, and ω represents the frequency;

A23、基于柔度频率关系和裂缝的法向柔度,计算得到依赖频率的裂缝法向柔度;A23, based on the flexibility frequency relationship and the normal flexibility of the crack, the frequency-dependent normal flexibility of the crack is calculated;

所述依赖频率的裂缝法向柔度的计算表达式如下:The calculation expression of the frequency-dependent crack normal flexibility is as follows:

其中,ZN(ω)表示依赖频率的裂缝法向柔度。where Z N (ω) represents the frequency-dependent crack normal compliance.

采用上述进一步方案的有益效果为:基于时间尺度参数、形状参数、饱和的含裂缝岩石和背景岩石分别在低频和高频极限条件下的P波模量,以及流体、裂缝和岩石矿物颗粒特征得到柔度频率关系,并对法向柔度赋予频率特征,为对裂缝竖直方向上排列方式不同的情况均能构建岩石动态柔度矩阵提供基础。The beneficial effects of adopting the above further scheme are: based on the time scale parameters, shape parameters, P-wave moduli of saturated fractured rock and background rock under low-frequency and high-frequency extreme conditions respectively, and the characteristics of fluid, fracture and rock mineral particles, the flexibility frequency relationship is obtained, and the normal flexibility is assigned frequency characteristics, providing a basis for constructing a rock dynamic flexibility matrix for different arrangements of fractures in the vertical direction.

进一步地,所述A3包括如下步骤:Furthermore, the A3 comprises the following steps:

A31、获取介观裂缝岩石物理模型中裂缝的排列方式;A31. Obtain the arrangement of fractures in the mesoscopic fracture rock physics model;

A32、判断裂缝的排列方式是否为竖直随机排列,若是则进入A33,否则进入A34;A32, determine whether the arrangement of the cracks is vertical random arrangement, if so, proceed to A33, otherwise proceed to A34;

A33、基于裂缝的切向柔度和依赖频率的裂缝法向柔度,计算得到竖直随机裂缝的附加柔度矩阵,并将竖直随机裂缝的附加柔度矩阵作为依赖频率的附加柔度矩阵,且进入步骤A37;A33, based on the tangential flexibility of the crack and the frequency-dependent normal flexibility of the crack, calculate the additional flexibility matrix of the vertical random crack, and use the additional flexibility matrix of the vertical random crack as the frequency-dependent additional flexibility matrix, and enter step A37;

所述竖直随机裂缝的附加柔度矩阵的计算表达式如下:The calculation expression of the additional flexibility matrix of the vertical random crack is as follows:

其中,ΔS(ω)s表示竖直随机裂缝的附加柔度矩阵,ZN1(ω)表示裂缝竖直随机排列时依赖频率的裂缝法向柔度,表示裂缝竖直随机排列时干裂缝的切向柔度;Where ΔS(ω) s represents the additional flexibility matrix of vertical random cracks, Z N1 (ω) represents the frequency-dependent normal flexibility of cracks when the cracks are arranged vertically randomly, It represents the tangential flexibility of dry cracks when cracks are arranged vertically and randomly;

A34、判断裂缝竖直方向排列方式是否为竖直定向排列,若是则进入A35,否则进入A36;A34, judging whether the vertical arrangement of the cracks is vertical directional arrangement, if so, proceeding to A35, otherwise proceeding to A36;

A35、基于裂缝的切向柔度和依赖频率的裂缝法向柔度,计算得到竖直定向裂缝的附加柔度矩阵,并将竖直定向裂缝的附加柔度矩阵作为依赖频率的附加柔度矩阵,且进入步骤A37;A35, based on the tangential flexibility of the crack and the frequency-dependent normal flexibility of the crack, calculate the additional flexibility matrix of the vertical oriented crack, and use the additional flexibility matrix of the vertical oriented crack as the frequency-dependent additional flexibility matrix, and enter step A37;

所述竖直定向裂缝的附加柔度矩阵的计算表达式如下:The calculation expression of the additional flexibility matrix of the vertical oriented crack is as follows:

其中,ΔS(ω)d表示裂缝定向的干岩石附加柔度矩阵,ZN(ω)2表示裂缝竖直定向排列时依赖频率的裂缝法向柔度,表示裂缝竖直定向排列时干裂缝的切向柔度;where ΔS(ω) d represents the dry rock additional flexibility matrix for fracture orientation, Z N (ω) 2 represents the frequency-dependent fracture normal flexibility when the fractures are arranged vertically, It represents the tangential flexibility of dry cracks when the cracks are arranged vertically;

A36、判断裂缝竖直方向排列方式是否为竖直定向且随机排列,若是则进入A37,否则进入A38;A36, judging whether the vertical arrangement of the cracks is vertically oriented and randomly arranged, if so, proceeding to A37, otherwise proceeding to A38;

A37、基于裂缝的切向柔度和依赖频率的裂缝法向柔度,计算得到竖直裂缝定向且随机的附加柔度矩阵,并将竖直裂缝定向且随机的附加柔度矩阵作为依赖频率的附加柔度矩阵;A37. Based on the tangential flexibility of the crack and the frequency-dependent normal flexibility of the crack, a directional and random additional flexibility matrix of the vertical crack is calculated, and the directional and random additional flexibility matrix of the vertical crack is used as the frequency-dependent additional flexibility matrix;

所述竖直裂缝定向且随机的附加柔度矩阵的计算表达式如下:The calculation expression of the additional flexibility matrix of the vertical crack orientation and randomness is as follows:

其中,ΔS(ω)sd表示竖直裂缝定向且随机的附加柔度矩阵;Where, ΔS(ω) sd represents the additional flexibility matrix of the vertical crack which is oriented and random;

A38、基于裂缝的切向柔度和依赖频率的裂缝法向柔度,计算得到裂缝完全随机的附加柔度矩阵,并将裂缝完全随机的附加柔度矩阵作为依赖频率的附加柔度矩阵;A38. Based on the tangential flexibility of the crack and the frequency-dependent normal flexibility of the crack, a completely random additional flexibility matrix of the crack is calculated, and the completely random additional flexibility matrix of the crack is used as the frequency-dependent additional flexibility matrix;

所述裂缝完全随机的附加柔度矩阵的计算表达式如下:The calculation expression of the additional flexibility matrix of the completely random crack is as follows:

其中,ΔS(ω)3表示裂缝完全随机的附加柔度矩阵,ZN(ω)3表示裂缝完全随机排列时依赖频率的裂缝法向柔度,表示裂缝完全随机排列时干裂缝的切向柔度;Where ΔS(ω) 3 represents the additional flexibility matrix when the cracks are completely random, Z N (ω) 3 represents the frequency-dependent normal flexibility of the cracks when the cracks are completely randomly arranged, It represents the tangential flexibility of dry cracks when the cracks are arranged completely randomly;

A39、基于干岩石背景柔度矩阵和依赖频率的附加柔度矩阵,计算得到干岩石动态柔度矩阵;A39, based on the dry rock background flexibility matrix and the frequency-dependent additional flexibility matrix, the dry rock dynamic flexibility matrix is calculated;

所述干岩石动态柔度矩阵的计算表达式如下:The calculation expression of the dry rock dynamic flexibility matrix is as follows:

其中,S0(ω)表示干岩石动态柔度矩阵,表示干岩石背景柔度矩阵,ΔS(ω)表示依赖频率的柔度矩阵。Where S 0 (ω) represents the dynamic flexibility matrix of dry rock, represents the dry rock background flexibility matrix, and ΔS(ω) represents the frequency-dependent flexibility matrix.

采用上述进一步方案的有益效果为:分别对介观裂缝岩石物理模型中竖直方向上排列方向随机和分布随机的情况,都提供了附加柔度矩阵的计算方法,并将附加柔度矩阵和干岩石背景柔度矩阵结合,能够得到干岩石动态柔度矩阵,为得到完整的岩石频变柔度矩阵提供基础。The beneficial effects of adopting the above further scheme are: a calculation method of the additional flexibility matrix is provided for the cases of random arrangement direction and random distribution in the vertical direction of the mesoscopic fracture rock physics model, and the additional flexibility matrix is combined with the dry rock background flexibility matrix to obtain the dry rock dynamic flexibility matrix, which provides a basis for obtaining a complete rock frequency-variable flexibility matrix.

进一步地,所述A4中完整的岩石频变柔度矩阵的计算表达式如下:Furthermore, the calculation expression of the complete rock frequency-dependent flexibility matrix in A4 is as follows:

其中,分别表示饱和岩石、干岩石和矿物颗粒的柔度张量,表示干岩石柔度张量对应矩阵中的第i′行的柔度求和量,表示矿物颗粒柔度张量对应矩阵中第i′行的柔度求和量,表示干岩石柔度张量对应矩阵中的第j′列的柔度求和量,表示矿物颗粒柔度张量对应矩阵中第j′列的柔度求和量,βdry表示含裂缝干岩石的广义压缩系数,βg表示矿物颗粒的压缩系数,βf表示流体的压缩系数,表示总孔隙度,其中,i′=1,2,3,4,5,6,j′=1,2,3,4,5,6。in, and denote the flexibility tensors of saturated rock, dry rock and mineral particles, respectively, represents the sum of the flexibility of the i′th row in the matrix corresponding to the dry rock flexibility tensor, represents the sum of the flexibility of the i′th row in the matrix corresponding to the flexibility tensor of the mineral particles, represents the sum of the flexibility of the j′th column in the matrix corresponding to the dry rock flexibility tensor, represents the sum of the flexibility of the j′th column in the matrix corresponding to the flexibility tensor of the mineral particles, β dry represents the generalized compressibility coefficient of dry rock with cracks, β g represents the compressibility coefficient of mineral particles, β f represents the compressibility coefficient of fluid, Represents the total porosity, where i′=1,2,3,4,5,6 and j′=1,2,3,4,5,6.

采用上述进一步方案的有益效果为:将干岩石动态柔度矩阵代入到各向异性Gassmann方程中,添加了剩余流体作用,能够在干岩石的基础上结合流体特征,得到完整的岩石频变柔度矩阵,为得到岩石的频变刚度矩阵和对构建的岩石模型进行频散AVO模拟提供基础。The beneficial effect of adopting the above further scheme is: the dynamic flexibility matrix of dry rock is substituted into the anisotropic Gassmann equation, and the residual fluid effect is added. On the basis of dry rock, the complete rock frequency-variant flexibility matrix can be obtained by combining the fluid characteristics, which provides a basis for obtaining the frequency-variant stiffness matrix of rock and performing dispersion AVO simulation on the constructed rock model.

进一步地,所述B2中各向异性系数的计算表达式如下:Furthermore, the calculation expression of the anisotropy coefficient in B2 is as follows:

其中,α(ω)表示依赖频率的第一各向异性系数,c33(ω)表示频变刚度矩阵中第3行第3列处频变刚度系数的实部,ρ表示介质密度,β(ω)表示依赖频率的第二各向异性系数,c44(ω)表示频变刚度矩阵中第4行第4列处频变刚度系数的实部,ε(ω)表示依赖频率的第三各向异性系数,c11(ω)表示频变刚度矩阵中第1行第1列处频变刚度系数的实部,γ(ω)表示依赖频率的第四各向异性系数,c66(ω)表示频变刚度矩阵中第6行第6列处频变刚度系数的实部,δ(ω)表示依赖频率的第五各向异性系数,c13(ω)表示频变刚度矩阵中第1行第3列处频变刚度系数的实部,c55(ω)表示频变刚度矩阵中第5行第5列处频变刚度系数的实部。Wherein, α(ω) represents the first frequency-dependent anisotropy coefficient, c 33 (ω) represents the real part of the frequency-dependent stiffness coefficient at the 3rd row and 3rd column in the frequency-dependent stiffness matrix, ρ represents the medium density, β(ω) represents the second frequency-dependent anisotropy coefficient, c 44 (ω) represents the real part of the frequency-dependent stiffness coefficient at the 4th row and 4th column in the frequency-dependent stiffness matrix, ε(ω) represents the third frequency-dependent anisotropy coefficient, c 11 (ω) represents the real part of the frequency-dependent stiffness coefficient at the 1st row and 1st column in the frequency-dependent stiffness matrix, γ(ω) represents the fourth frequency-dependent anisotropy coefficient, c 66 (ω) represents the real part of the frequency-dependent stiffness coefficient at the 6th row and 6th column in the frequency-dependent stiffness matrix, δ(ω) represents the fifth frequency-dependent anisotropy coefficient, c 13 (ω) represents the real part of the frequency-dependent stiffness coefficient at the 1st row and 3rd column in the frequency-dependent stiffness matrix, c 55 (ω) represents the real part of the frequency-dependent stiffness coefficient at the 1st row and 3rd column in the frequency-dependent stiffness matrix, (ω) represents the real part of the frequency-dependent stiffness coefficient at the 5th row and 5th column in the frequency-dependent stiffness matrix.

采用上述进一步方案的有益效果为:通过将介观裂缝岩石物理模型对应的岩石的频变刚度矩阵中的系数关于介质密度进行计算,得到依赖频率的各向异性系数,为计算得到界面反射系数提供基础。The beneficial effect of adopting the above further scheme is: by calculating the coefficients in the frequency-dependent stiffness matrix of the rock corresponding to the mesoscopic fracture rock physics model with respect to the medium density, the frequency-dependent anisotropic coefficient is obtained, which provides a basis for calculating the interface reflection coefficient.

进一步地,所述B3中频变界面反射系数的计算表达式如下:Furthermore, the calculation expression of the frequency-dependent interface reflection coefficient in B3 is as follows:

Δγ(ω)=γ2(ω)-γ1(ω) Δγ(ω)=γ 2 (ω)-γ 1 (ω)

Δα(ω)=α2(ω)-α1(ω)Δε(ω)=ε2(ω)-ε1(ω)Δδ(ω)=δ2(ω)-δ1(ω)Δα(ω)=α 2 (ω)-α 1 (ω)Δε(ω)=ε 2 (ω)-ε 1 (ω)Δδ(ω)=δ 2 (ω)-δ 1 (ω)

ΔZ(ω)=Z2(ω)-Z1(ω)Z(ω)=ρα(ω) ΔZ(ω)=Z 2 (ω)-Z 1 (ω)Z(ω)=ρα(ω)

Δμ(ω)=μ2(ω)-μ1(ω)μ(ω)=ρβ(ω)2 Δμ(ω)=μ 2 (ω)-μ 1 (ω)μ(ω)=ρβ(ω) 2

其中,Rpp(ω,ξ,θ)表示频变界面反射系数,ΔZ(ω)表示下层介质和上层介质与频率相关的垂直P波阻抗差值,表示下层介质和上层介质与频率相关的垂直P波阻抗平均值,Δα(ω)表示下层介质和上层介质依赖频率的第一各向异性系数差值,表示下层介质和上层介质依赖频率的第一各向异性系数平均值,表示下层介质和上层介质依赖频率的第二各向异性系数平均值,Δμ(ω)表示下层介质和上层介质与频率相关的垂直横波模量差值,表示下层介质和上层介质与频率相关的垂直横波模量平均值,Δδ(ω)表示下层介质和上层介质依赖频率的第五各向异性系数差值,θ表示P波入射角,Δε(ω)表示下层介质和上层介质依赖频率的第三各向异性系数差值,ξ表示P波入射方位角,α1(ω)和α2(ω)分别表示上层介质和下层介质依赖频率的第一各向异性系数,β1(ω)和β2(ω)分别表示上层介质和下层介质依赖频率的第二各向异性系数,ε1(ω)和ε2(ω)分别表示上层介质和下层介质依赖频率的第三各向异性系数,δ1(ω)和δ2(ω)分别表示上层介质和下层介质依赖频率的第五各向异性系数,γ1(ω)和γ2(ω)分别表示上层介质和下层介质依赖频率的第四各向异性系数,Δγ(ω)表示下层介质和上层介质依赖频率的第四各向异性系数差值,Z1(ω)和Z2(ω)分别表示下层介质和上层介质与频率相关的垂直P波阻抗,Z(ω)表示与频率相关的垂直P波阻抗,μ1和μ2分别表示下层介质和上层介质与频率相关的垂直横波模量。Where R pp (ω,ξ,θ) represents the frequency-dependent interface reflection coefficient, ΔZ(ω) represents the frequency-dependent vertical P-wave impedance difference between the lower and upper layers, represents the average value of the vertical P-wave impedance of the lower and upper layers related to frequency, Δα(ω) represents the difference of the first anisotropy coefficient of the lower and upper layers dependent on frequency, represents the average value of the first anisotropy coefficient of the lower and upper layers in terms of frequency dependence, represents the average value of the second anisotropy coefficient of the lower and upper layers in terms of frequency, Δμ(ω) represents the difference in the vertical shear wave modulus of the lower and upper layers in terms of frequency, represents the average value of the vertical shear wave modulus of the lower and upper media related to frequency, Δδ(ω) represents the difference of the fifth anisotropy coefficient of the lower and upper media depending on frequency, θ represents the P-wave incident angle, Δε(ω) represents the difference of the third anisotropy coefficient of the lower and upper media depending on frequency, ξ represents the P-wave incident azimuth, α 1 (ω) and α 2 (ω) represent the first anisotropy coefficient of the upper and lower media depending on frequency, β 1 (ω) and β 2 (ω) represent the second anisotropy coefficient of the upper and lower media depending on frequency, ε 1 (ω) and ε 2 (ω) represent the third anisotropy coefficient of the upper and lower media depending on frequency, δ 1 (ω) and δ 2 (ω) represent the fifth anisotropy coefficient of the upper and lower media depending on frequency, γ 1 (ω) and γ 2 (ω) (ω) represents the fourth anisotropy coefficient of the upper medium and the lower medium in dependence of frequency, Δγ(ω) represents the difference of the fourth anisotropy coefficient of the lower medium and the upper medium in dependence of frequency, Z 1 (ω) and Z 2 (ω) represent the vertical P-wave impedance of the lower medium and the upper medium in dependence of frequency, Z(ω) represents the vertical P-wave impedance in dependence of frequency, μ 1 and μ 2 represent the vertical shear wave modulus of the lower medium and the upper medium in dependence of frequency, respectively.

采用上述进一步方案的有益效果为:将依赖频率的各向异性系数代入HIT介质P波反射系数公式中,得到频变界面反射系数,为结合震源子波的AVO模拟结果的地震记录提供基础。The beneficial effect of adopting the above further scheme is: substituting the frequency-dependent anisotropy coefficient into the HIT medium P-wave reflection coefficient formula to obtain the frequency-dependent interface reflection coefficient, which provides a basis for seismic recording combined with the AVO simulation results of the source wavelet.

进一步地,所述B4包括如下步骤:Further, the B4 comprises the following steps:

B41、基于频变界面反射系数,得到界面与频率相关的反射系数;B41. Based on the frequency-dependent interface reflection coefficient, the frequency-dependent reflection coefficient of the interface is obtained;

B42、基于界面与频率相关的反射系数和震源子波,计算得到多界面地震频散AVO模拟记录;B42, based on the interface-frequency-dependent reflection coefficient and source wavelet, the multi-interface seismic dispersion AVO simulation record is calculated;

所述多界面地震频散AVO模拟记录的计算表达式如下:The calculation expression of the multi-interface seismic dispersion AVO simulation record is as follows:

其中,xt(θ)时间深度为t的地震记录,表示第n层界面的单位反射系数,k表示界面总层数,Δt表示采样间隔,W(ω)表示震源子波,Rn(θ,ω)表示第n层界面与频率相关的反射系数,*表示卷积运算,FFT-1表示傅里叶逆变换。where x t (θ) is the earthquake record at time depth t, represents the unit reflection coefficient of the nth interface, k represents the total number of interface layers, Δt represents the sampling interval, W(ω) represents the source wavelet, R n (θ,ω) represents the frequency-dependent reflection coefficient of the nth interface, * represents the convolution operation, and FFT -1 represents the inverse Fourier transform.

采用上述进一步方案的有益效果为:在频率域内,将频变反射系数与震源子波相乘,并进行傅里叶逆变换,得到合成的地震记录,对于多层界面,将目标储层依据不同的时间深度进行划分,得到不同时间深度的界面,则能够得到多界面的合成地震记录,实现多界面地震频散AVO模拟。The beneficial effect of adopting the above further scheme is: in the frequency domain, the frequency-variant reflection coefficient is multiplied by the source wavelet, and an inverse Fourier transform is performed to obtain a synthetic seismic record. For multi-layer interfaces, the target reservoir is divided according to different time depths to obtain interfaces of different time depths, so that synthetic seismic records of multiple interfaces can be obtained, thereby realizing multi-interface seismic dispersion AVO simulation.

与现有技术相比,本发明具有以下优势:Compared with the prior art, the present invention has the following advantages:

本发明提供的一种介观裂缝岩石物理模型的频散AVO模拟方法,能够实现复杂裂缝情况的动态岩石模拟,对于岩石在不同时期受到不同地质情况的作用,产生多组裂缝情况,且当岩石的裂缝排列方式同时具有竖直定向排列和竖直随机排列时和完全随机排列时,依然能够提供其构建依赖频率的附加柔度矩阵的计算方法,且本发明提供的构建方法基于频率特征、简洁高效却不是精度。The present invention provides a dispersion AVO simulation method for a mesoscopic fracture rock physics model, which can realize dynamic rock simulation of complex fracture conditions. When rocks are affected by different geological conditions at different times, multiple groups of fracture conditions are generated. When the rock fracture arrangement has vertical directional arrangement, vertical random arrangement and completely random arrangement at the same time, a calculation method for constructing a frequency-dependent additional flexibility matrix can still be provided. The construction method provided by the present invention is based on frequency characteristics, which is simple and efficient but not accurate.

针对于本发明还具有的其他优势将在后续的实施例中进行更细致的分析。Other advantages of the present invention will be analyzed in more detail in subsequent embodiments.

附图说明BRIEF DESCRIPTION OF THE DRAWINGS

为了更清楚地说明本发明实施例的技术方案,下面将对实施例中所需要使用的附图作简单地介绍,应当理解,以下附图仅示出了本发明的某些实施例,因此不应被看作是对范围的限定,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他相关的附图。In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required for use in the embodiments are briefly introduced below. It should be understood that the following drawings only show certain embodiments of the present invention and therefore should not be regarded as limiting the scope. For ordinary technicians in this field, other related drawings can be obtained based on these drawings without creative work.

图1为本发明实施例中一种介观裂缝岩石物理模型的频散AVO模拟方法的步骤流程图。FIG1 is a flow chart showing the steps of a dispersion AVO simulation method for a mesoscopic fracture rock physics model according to an embodiment of the present invention.

图2为本发明实施例中的裂缝竖直定向排列的水平层示意图。FIG. 2 is a schematic diagram of a horizontal layer in which cracks are arranged in a vertically oriented manner in an embodiment of the present invention.

图3(a)为本发明实施例中编号为H的分界面反射系数随入射角的变化图。FIG. 3( a ) is a graph showing how the reflection coefficient of an interface numbered H varies with the incident angle in an embodiment of the present invention.

图3(b)为本发明实施例中编号为H的分界面反射系数随频率的变化图。FIG. 3( b ) is a graph showing how the reflection coefficient of the interface numbered H varies with frequency in an embodiment of the present invention.

图3(c)为本发明实施例中编号为H的分界面地震频散AVO模拟记录示意图。FIG3( c ) is a schematic diagram of an AVO simulation record of an interface seismic dispersion numbered H in an embodiment of the present invention.

图3(d)为本发明实施例中编号为H的分界面与频率相关和与频率无关的叠加地震记录波形图。FIG. 3( d ) is a waveform diagram of superimposed seismic records of the interface numbered H in an embodiment of the present invention that is frequency-dependent and frequency-independent.

图4(a)为本发明实施例中编号为M的分界面反射系数随入射角的变化图。FIG. 4( a ) is a graph showing how the reflection coefficient of an interface numbered M varies with the incident angle in an embodiment of the present invention.

图4(b)为本发明实施例中编号为M的分界面反射系数随频率的变化图。FIG. 4( b ) is a graph showing how the reflection coefficient of an interface numbered M varies with frequency in an embodiment of the present invention.

图4(c)为本发明实施例中编号为M的分界面地震频散AVO模拟记录示意图。FIG4( c ) is a schematic diagram of an AVO simulation record of seismic dispersion at an interface numbered M in an embodiment of the present invention.

图4(d)为本发明实施例中编号为M的分界面与频率相关和与频率无关的叠加地震记录波形图。FIG. 4( d ) is a waveform diagram of superimposed seismic records of the interface numbered M in an embodiment of the present invention that is frequency-dependent and frequency-independent.

图5(a)为本发明实施例中编号为S的分界面反射系数随入射角的变化图。FIG. 5( a ) is a graph showing how the reflection coefficient of an interface numbered S varies with the incident angle in an embodiment of the present invention.

图5(b)为本发明实施例中编号为S的分界面地震频散AVO模拟记录示意图。FIG5( b ) is a schematic diagram of an AVO simulation record of seismic dispersion at an interface numbered S in an embodiment of the present invention.

图5(c)为本发明实施例中编号为S的分界面与频率相关和与频率无关的叠加地震记录波形图。FIG. 5( c ) is a waveform diagram of superimposed seismic records of the interface numbered S in an embodiment of the present invention that is frequency-dependent and frequency-independent.

具体实施方式DETAILED DESCRIPTION

下面将结合本发明实施例中附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例。通常在此处附图中描述和示出的本发明实施例的组件可以以各种不同的配置来布置和设计。因此,以下对在附图中提供的本发明的实施例的详细描述并非旨在限制要求保护的本发明的范围,而是仅仅表示本发明的选定实施例。基于本发明的实施例,本领域技术人员在没有做出创造性劳动的前提下所获得的所有其他实施例,都属于本发明保护的范围。The technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, rather than all the embodiments. The components of the embodiments of the present invention generally described and shown in the drawings here can be arranged and designed in various different configurations. Therefore, the following detailed description of the embodiments of the present invention provided in the drawings is not intended to limit the scope of the claimed invention, but merely represents the selected embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without making creative work belong to the scope of protection of the present invention.

实施例1Example 1

如图1所示,在本发明的一个实施例中,本发明提供一种介观裂缝岩石物理模型的频散AVO模拟方法,包括介观裂缝岩石的频变刚度矩阵获取阶段,及模型频散AVO模拟阶段;As shown in FIG1 , in one embodiment of the present invention, the present invention provides a dispersion AVO simulation method for a mesoscopic fracture rock physics model, including a frequency-variant stiffness matrix acquisition stage of the mesoscopic fracture rock, and a model dispersion AVO simulation stage;

所述介观裂缝岩石的频变刚度矩阵获取阶段包括如下步骤:The frequency-dependent stiffness matrix acquisition stage of the mesoscopic fractured rock includes the following steps:

A1、获取岩石的裂缝密度、裂缝数量、裂缝半径和背景岩石的剪切模量,计算得到裂缝的法向柔度和切向柔度;A1. Obtain the rock crack density, crack number, crack radius and shear modulus of the background rock, and calculate the normal flexibility and tangential flexibility of the crack;

所述A1中法向柔度和切向柔度的计算表达式分别如下:The calculation expressions of the normal flexibility and tangential flexibility in A1 are as follows:

其中,分别表示干裂缝的法向柔度和切向柔度,λ表示拉梅系数,μ表示背景岩石的剪切模量,e表示裂缝密度,N表示裂缝数量,a表示裂缝半径,V表示岩石体积。in, and They represent the normal flexibility and tangential flexibility of the dry crack, λ represents the Lame coefficient, μ represents the shear modulus of the background rock, e represents the crack density, N represents the number of cracks, a represents the crack radius, and V represents the rock volume.

A2、基于裂缝的法向柔度以及饱和的含裂缝岩石和背景岩石的P波模量,计算得到依赖频率的裂缝法向柔度;A2. Based on the normal flexibility of the fracture and the P-wave modulus of the saturated fractured rock and background rock, the frequency-dependent normal flexibility of the fracture is calculated.

所述A2包括如下步骤:A2 comprises the following steps:

A21、基于饱和的含裂缝岩石和背景岩石的P波模量,计算得到时间尺度参数和形状参数;A21. Based on the P-wave modulus of saturated fractured rock and background rock, the time scale parameter and shape parameter are calculated;

所述时间尺度参数和形状参数的计算表达式分别如下:The calculation expressions of the time scale parameter and shape parameter are as follows:

其中,τ和分别表示时间尺度参数和形状参数,Cb表示饱和的含裂缝岩石和背景岩石高频极限条件下的P波模量,C0表示饱和的含裂缝岩石和背景岩石低频极限条件下的P波模量,G表示低频尺度参数,T表示高频尺度参数;Among them, τ and denote the time scale parameter and shape parameter respectively, Cb denotes the P-wave modulus of saturated fractured rock and background rock under high-frequency limit conditions, C0 denotes the P-wave modulus of saturated fractured rock and background rock under low-frequency limit conditions, G denotes the low-frequency scale parameter, and T denotes the high-frequency scale parameter;

目前最常见的裂缝为硬币状裂缝,本方案提供硬币状裂缝的高频尺度参数和低频尺度参数的计算方法,硬币状裂缝的高频尺度参数和低频尺度参数的计算表达式如下:At present, the most common crack is a coin-shaped crack. This scheme provides a calculation method for the high-frequency scale parameters and low-frequency scale parameters of a coin-shaped crack. The calculation expressions for the high-frequency scale parameters and low-frequency scale parameters of a coin-shaped crack are as follows:

其中,αb表示背景岩石的Biot-Willis系数,Mb表示背景岩石的流-固耦合模量,gb表示背景岩石中剪切模量与P波模量之比,η表示流体粘滞系数,μb表示背景岩石的剪切模量,LB表示背景岩石的P波模量,κb表示背景介质渗透率,Kb、Kg、Kf分别表示干背景岩石、矿物颗粒、流体的体积模量,表示背景空隙度;Wherein, α b represents the Biot-Willis coefficient of the background rock, M b represents the fluid-solid coupling modulus of the background rock, g b represents the ratio of the shear modulus to the P-wave modulus in the background rock, η represents the fluid viscosity coefficient, μ b represents the shear modulus of the background rock, LB represents the P-wave modulus of the background rock, κ b represents the permeability of the background medium, K b , K g , and K f represent the bulk moduli of the dry background rock, mineral particles, and fluid, respectively. Represents the background porosity;

A22、基于时间尺度参数和形状尺度参数,计算得到柔度频率关系;A22, based on the time scale parameter and the shape scale parameter, the flexibility frequency relationship is calculated;

所述柔度频率关系的计算表达式如下:The calculation expression of the flexibility frequency relationship is as follows:

其中,ffra(ω)表示柔度频率关系,i表示复数的虚部,ω表示频率;Where f fra (ω) represents the flexibility frequency relationship, i represents the imaginary part of the complex number, and ω represents the frequency;

A23、基于柔度频率关系和裂缝的法向柔度,计算得到依赖频率的裂缝法向柔度;A23, based on the flexibility frequency relationship and the normal flexibility of the crack, the frequency-dependent normal flexibility of the crack is calculated;

所述依赖频率的裂缝法向柔度的计算表达式如下:The calculation expression of the frequency-dependent crack normal flexibility is as follows:

其中,ZN(ω)表示依赖频率的裂缝法向柔度。where Z N (ω) represents the frequency-dependent crack normal compliance.

A3、根据裂缝的排列方式,基于裂缝的切向柔度、依赖频率的裂缝法向柔度和干岩石背景柔度矩阵,计算得到干岩石动态柔度矩阵;A3. According to the arrangement of the cracks, the dynamic flexibility matrix of the dry rock is calculated based on the tangential flexibility of the cracks, the frequency-dependent normal flexibility of the cracks and the dry rock background flexibility matrix;

所述A3包括如下步骤:A3 comprises the following steps:

A31、获取介观裂缝岩石物理模型中裂缝的排列方式;A31. Obtain the arrangement of fractures in the mesoscopic fracture rock physics model;

A32、判断裂缝的排列方式是否为竖直随机排列,若是则进入A33,否则进入A34;A32, determine whether the arrangement of the cracks is vertical random arrangement, if so, proceed to A33, otherwise proceed to A34;

A33、基于裂缝的切向柔度和依赖频率的裂缝法向柔度,计算得到竖直随机裂缝的附加柔度矩阵,并将竖直随机裂缝的附加柔度矩阵作为依赖频率的附加柔度矩阵,且进入步骤A37;A33, based on the tangential flexibility of the crack and the frequency-dependent normal flexibility of the crack, calculate the additional flexibility matrix of the vertical random crack, and use the additional flexibility matrix of the vertical random crack as the frequency-dependent additional flexibility matrix, and enter step A37;

所述竖直随机裂缝的附加柔度矩阵的计算表达式如下:The calculation expression of the additional flexibility matrix of the vertical random crack is as follows:

其中,ΔS(ω)s表示竖直随机裂缝的附加柔度矩阵,ZN1(ω)表示裂缝竖直随机排列时依赖频率的裂缝法向柔度,表示裂缝竖直随机排列时干裂缝的切向柔度;Where ΔS(ω) s represents the additional flexibility matrix of vertical random cracks, Z N1 (ω) represents the frequency-dependent normal flexibility of cracks when the cracks are arranged vertically randomly, It represents the tangential flexibility of dry cracks when cracks are arranged vertically and randomly;

A34、判断裂缝竖直方向排列方式是否为竖直定向排列,若是则进入A35,否则进入A36;A34, judging whether the vertical arrangement of the cracks is vertical directional arrangement, if so, proceeding to A35, otherwise proceeding to A36;

A35、基于裂缝的切向柔度和依赖频率的裂缝法向柔度,计算得到竖直定向裂缝的附加柔度矩阵,并将竖直定向裂缝的附加柔度矩阵作为依赖频率的附加柔度矩阵,且进入步骤A37;A35, based on the tangential flexibility of the crack and the frequency-dependent normal flexibility of the crack, calculate the additional flexibility matrix of the vertical oriented crack, and use the additional flexibility matrix of the vertical oriented crack as the frequency-dependent additional flexibility matrix, and enter step A37;

所述竖直定向裂缝的附加柔度矩阵的计算表达式如下:The calculation expression of the additional flexibility matrix of the vertical oriented crack is as follows:

其中,ΔS(ω)d表示裂缝定向的干岩石附加柔度矩阵,ZN(ω)2表示裂缝竖直定向排列时依赖频率的裂缝法向柔度,表示裂缝竖直定向排列时干裂缝的切向柔度;where ΔS(ω) d represents the dry rock additional flexibility matrix for fracture orientation, Z N (ω) 2 represents the frequency-dependent fracture normal flexibility when the fractures are arranged vertically, It represents the tangential flexibility of dry cracks when the cracks are arranged vertically;

A36、判断裂缝竖直方向排列方式是否为竖直定向且随机排列,若是则进入A37,否则进入A38;A36, judging whether the vertical arrangement of the cracks is vertically oriented and randomly arranged, if so, proceeding to A37, otherwise proceeding to A38;

A37、基于裂缝的切向柔度和依赖频率的裂缝法向柔度,计算得到竖直裂缝定向且随机的附加柔度矩阵,并将竖直裂缝定向且随机的附加柔度矩阵作为依赖频率的附加柔度矩阵;A37. Based on the tangential flexibility of the crack and the frequency-dependent normal flexibility of the crack, a directional and random additional flexibility matrix of the vertical crack is calculated, and the directional and random additional flexibility matrix of the vertical crack is used as the frequency-dependent additional flexibility matrix;

所述竖直裂缝定向且随机的附加柔度矩阵的计算表达式如下:The calculation expression of the additional flexibility matrix of the vertical crack orientation and randomness is as follows:

其中,ΔS(ω)sd表示竖直裂缝定向且随机的附加柔度矩阵;Where, ΔS(ω) sd represents the additional flexibility matrix of the vertical crack which is oriented and random;

A38、基于裂缝的切向柔度和依赖频率的裂缝法向柔度,计算得到裂缝完全随机的附加柔度矩阵,并将裂缝完全随机的附加柔度矩阵作为依赖频率的附加柔度矩阵;A38. Based on the tangential flexibility of the crack and the frequency-dependent normal flexibility of the crack, a completely random additional flexibility matrix of the crack is calculated, and the completely random additional flexibility matrix of the crack is used as the frequency-dependent additional flexibility matrix;

所述裂缝完全随机的附加柔度矩阵的计算表达式如下:The calculation expression of the additional flexibility matrix of the completely random crack is as follows:

其中,ΔS(ω)3表示裂缝完全随机的附加柔度矩阵,ZN(ω)3表示裂缝完全随机排列时依赖频率的裂缝法向柔度,表示裂缝完全随机排列时干裂缝的切向柔度;Where ΔS(ω) 3 represents the additional flexibility matrix when the cracks are completely random, Z N (ω) 3 represents the frequency-dependent normal flexibility of the cracks when the cracks are completely randomly arranged, It represents the tangential flexibility of dry cracks when the cracks are arranged completely randomly;

A39、基于干岩石背景柔度矩阵和依赖频率的附加柔度矩阵,计算得到干岩石动态柔度矩阵;A39, based on the dry rock background flexibility matrix and the frequency-dependent additional flexibility matrix, the dry rock dynamic flexibility matrix is calculated;

所述干岩石动态柔度矩阵的计算表达式如下:The calculation expression of the dry rock dynamic flexibility matrix is as follows:

其中,S0(ω)表示干岩石动态柔度矩阵,表示干岩石背景柔度矩阵,ΔS(ω)表示依赖频率的柔度矩阵。Where S 0 (ω) represents the dynamic flexibility matrix of dry rock, represents the dry rock background flexibility matrix, and ΔS(ω) represents the frequency-dependent flexibility matrix.

作为优选方案,本实施例中岩石的背景柔度矩阵由背景刚度矩阵得到;所述背景刚度矩阵中的参数既可以通过岩石的矿物颗粒参数和背景孔隙度计算得到,也可以通过高压实验测量得到。As a preferred solution, in this embodiment, the background flexibility matrix of the rock is obtained from the background stiffness matrix; the parameters in the background stiffness matrix can be obtained by calculating the mineral particle parameters and background porosity of the rock, or by measuring the high-pressure experiment.

A4、基于干岩石动态柔度矩阵和各向异性Gassmann方程,计算得到完整的岩石频变柔度矩阵;A4. Based on the dry rock dynamic flexibility matrix and the anisotropic Gassmann equation, the complete rock frequency-dependent flexibility matrix is calculated;

所述A4中完整的岩石频变柔度矩阵的计算表达式如下:The calculation expression of the complete rock frequency-dependent flexibility matrix in A4 is as follows:

其中,分别表示饱和岩石、干岩石和矿物颗粒的柔度张量,表示干岩石柔度张量对应矩阵中的第i′行的柔度求和量,表示矿物颗粒柔度张量对应矩阵中第i′行的柔度求和量,表示干岩石柔度张量对应矩阵中的第j′列的柔度求和量,表示矿物颗粒柔度张量对应矩阵中第j′列的柔度求和量,βdry表示含裂缝干岩石的广义压缩系数,βg表示矿物颗粒的压缩系数,βf表示流体的压缩系数,表示总孔隙度,其中,i′=1,2,3,4,5,6,j′=1,2,3,4,5,6。in, and denote the flexibility tensors of saturated rock, dry rock and mineral particles, respectively, represents the sum of the flexibility of the i′th row in the matrix corresponding to the dry rock flexibility tensor, represents the sum of the flexibility of the i′th row in the matrix corresponding to the flexibility tensor of the mineral particles, represents the sum of the flexibility of the j′th column in the matrix corresponding to the dry rock flexibility tensor, represents the sum of the flexibility of the j′th column in the matrix corresponding to the flexibility tensor of the mineral particles, β dry represents the generalized compressibility coefficient of dry rock with cracks, β g represents the compressibility coefficient of mineral particles, β f represents the compressibility coefficient of fluid, Represents the total porosity, where i′=1,2,3,4,5,6 and j′=1,2,3,4,5,6.

A5、对完整的岩石频变柔度矩阵求逆,得到岩石的频变刚度矩阵;A5. Invert the complete rock frequency-variant flexibility matrix to obtain the rock frequency-variant stiffness matrix;

所述模型频散AVO模拟阶段包括如下步骤:The model dispersion AVO simulation stage includes the following steps:

B1、基于岩石的频变刚度矩阵,得到频变刚度系数;B1. Based on the frequency-dependent stiffness matrix of rock, the frequency-dependent stiffness coefficient is obtained;

B2、基于频变刚度系数的实部,计算得到依赖频率的各向异性系数;B2. Based on the real part of the frequency-dependent stiffness coefficient, the frequency-dependent anisotropy coefficient is calculated;

所述B2中各向异性系数的计算表达式如下:The calculation expression of the anisotropy coefficient in B2 is as follows:

其中,α(ω)表示依赖频率的第一各向异性系数,c33(ω)表示频变刚度矩阵中第3行第3列处频变刚度系数的实部,ρ表示介质密度,β(ω)表示依赖频率的第二各向异性系数,c44(ω)表示频变刚度矩阵中第4行第4列处频变刚度系数的实部,ε(ω)表示依赖频率的第三各向异性系数,c11(ω)表示频变刚度矩阵中第1行第1列处频变刚度系数的实部,γ(ω)表示依赖频率的第四各向异性系数,c66(ω)表示频变刚度矩阵中第6行第6列处频变刚度系数的实部,δ(ω)表示依赖频率的第五各向异性系数,c13(ω)表示频变刚度矩阵中第1行第3列处频变刚度系数的实部,c55(ω)表示频变刚度矩阵中第5行第5列处频变刚度系数的实部。Wherein, α(ω) represents the first frequency-dependent anisotropy coefficient, c 33 (ω) represents the real part of the frequency-dependent stiffness coefficient at the 3rd row and 3rd column in the frequency-dependent stiffness matrix, ρ represents the medium density, β(ω) represents the second frequency-dependent anisotropy coefficient, c 44 (ω) represents the real part of the frequency-dependent stiffness coefficient at the 4th row and 4th column in the frequency-dependent stiffness matrix, ε(ω) represents the third frequency-dependent anisotropy coefficient, c 11 (ω) represents the real part of the frequency-dependent stiffness coefficient at the 1st row and 1st column in the frequency-dependent stiffness matrix, γ(ω) represents the fourth frequency-dependent anisotropy coefficient, c 66 (ω) represents the real part of the frequency-dependent stiffness coefficient at the 6th row and 6th column in the frequency-dependent stiffness matrix, δ(ω) represents the fifth frequency-dependent anisotropy coefficient, c 13 (ω) represents the real part of the frequency-dependent stiffness coefficient at the 1st row and 3rd column in the frequency-dependent stiffness matrix, c 55 (ω) represents the real part of the frequency-dependent stiffness coefficient at the 1st row and 3rd column in the frequency-dependent stiffness matrix, (ω) represents the real part of the frequency-dependent stiffness coefficient at the 5th row and 5th column in the frequency-dependent stiffness matrix.

B3、基于各向异性系数和反射系数方程,得到频变界面反射系数;B3. Based on the anisotropy coefficient and reflection coefficient equation, the frequency-dependent interface reflection coefficient is obtained;

所述B3中频变界面反射系数的计算表达式如下:The calculation expression of the frequency-dependent interface reflection coefficient in B3 is as follows:

Δγ(ω)=γ2(ω)-γ1(ω) Δγ(ω)=γ 2 (ω)-γ 1 (ω)

Δα(ω)=α2(ω)-α1(ω)Δε(ω)=ε2(ω)-ε1(ω)Δδ(ω)=δ2(ω)-δ1(ω)Δα(ω)=α 2 (ω)-α 1 (ω)Δε(ω)=ε 2 (ω)-ε 1 (ω)Δδ(ω)=δ 2 (ω)-δ 1 (ω)

ΔZ(ω)=Z2(ω)-Z1(ω)Z(ω)=ρα(ω) ΔZ(ω)=Z 2 (ω)-Z 1 (ω)Z(ω)=ρα(ω)

Δμ(ω)=μ2(ω)-μ1(ω)μ(ω)=ρβ(ω)2 Δμ(ω)=μ 2 (ω)-μ 1 (ω)μ(ω)=ρβ(ω) 2

其中,Rpp(ω,ξ,θ)表示频变界面反射系数,ΔZ(ω)表示下层介质和上层介质与频率相关的垂直P波阻抗差值,表示下层介质和上层介质与频率相关的垂直P波阻抗平均值,Δα(ω)表示下层介质和上层介质依赖频率的第一各向异性系数差值,表示下层介质和上层介质依赖频率的第一各向异性系数平均值,表示下层介质和上层介质依赖频率的第二各向异性系数平均值,Δμ(ω)表示下层介质和上层介质与频率相关的垂直横波模量差值,表示下层介质和上层介质与频率相关的垂直横波模量平均值,Δδ(ω)表示下层介质和上层介质依赖频率的第五各向异性系数差值,θ表示P波入射角,Δε(ω)表示下层介质和上层介质依赖频率的第三各向异性系数差值,ξ表示P波入射方位角,α1(ω)和α2(ω)分别表示上层介质和下层介质依赖频率的第一各向异性系数,β1(ω)和β2(ω)分别表示上层介质和下层介质依赖频率的第二各向异性系数,ε1(ω)和ε2(ω)分别表示上层介质和下层介质依赖频率的第三各向异性系数,δ1(ω)和δ2(ω)分别表示上层介质和下层介质依赖频率的第五各向异性系数,γ1(ω)和γ2(ω)分别表示上层介质和下层介质依赖频率的第四各向异性系数,Δγ(ω)表示下层介质和上层介质依赖频率的第四各向异性系数差值,Z1(ω)和Z2(ω)分别表示下层介质和上层介质与频率相关的垂直P波阻抗,Z(ω)表示与频率相关的垂直P波阻抗,μ1和μ2分别表示下层介质和上层介质与频率相关的垂直横波模量。Where R pp (ω,ξ,θ) represents the frequency-dependent interface reflection coefficient, ΔZ(ω) represents the frequency-dependent vertical P-wave impedance difference between the lower and upper layers, represents the average value of the vertical P-wave impedance of the lower and upper layers related to frequency, Δα(ω) represents the difference of the first anisotropy coefficient of the lower and upper layers dependent on frequency, represents the average value of the first anisotropy coefficient of the lower and upper layers in terms of frequency dependence, represents the average value of the second anisotropy coefficient of the lower and upper layers in terms of frequency, Δμ(ω) represents the difference in the vertical shear wave modulus of the lower and upper layers in terms of frequency, represents the average value of the vertical shear wave modulus of the lower and upper media related to frequency, Δδ(ω) represents the difference of the fifth anisotropy coefficient of the lower and upper media depending on frequency, θ represents the P-wave incident angle, Δε(ω) represents the difference of the third anisotropy coefficient of the lower and upper media depending on frequency, ξ represents the P-wave incident azimuth, α 1 (ω) and α 2 (ω) represent the first anisotropy coefficient of the upper and lower media depending on frequency, β 1 (ω) and β 2 (ω) represent the second anisotropy coefficient of the upper and lower media depending on frequency, ε 1 (ω) and ε 2 (ω) represent the third anisotropy coefficient of the upper and lower media depending on frequency, δ 1 (ω) and δ 2 (ω) represent the fifth anisotropy coefficient of the upper and lower media depending on frequency, γ 1 (ω) and γ 2 (ω) (ω) represents the fourth anisotropy coefficient of the upper medium and the lower medium in dependence of frequency, Δγ(ω) represents the difference of the fourth anisotropy coefficient of the lower medium and the upper medium in dependence of frequency, Z 1 (ω) and Z 2 (ω) represent the vertical P-wave impedance of the lower medium and the upper medium in dependence of frequency, Z(ω) represents the vertical P-wave impedance in dependence of frequency, μ 1 and μ 2 represent the vertical shear wave modulus of the lower medium and the upper medium in dependence of frequency, respectively.

B4、根据频变界面反射系数和震源子波,计算得到多界面地震频散AVO模拟记录;B4. Calculate the multi-interface seismic dispersion AVO simulation record based on the frequency-varying interface reflection coefficient and source wavelet;

所述B4包括如下步骤:The B4 comprises the following steps:

B41、基于频变界面反射系数,得到界面与频率相关的反射系数;B41. Based on the frequency-dependent interface reflection coefficient, the frequency-dependent reflection coefficient of the interface is obtained;

B42、基于界面与频率相关的反射系数和震源子波,计算得到多界面地震频散AVO模拟记录;B42, based on the interface-frequency-dependent reflection coefficient and source wavelet, the multi-interface seismic dispersion AVO simulation record is calculated;

所述多界面地震频散AVO模拟记录的计算表达式如下:The calculation expression of the multi-interface seismic dispersion AVO simulation record is as follows:

其中,xt(θ)时间深度为t的地震记录,表示第n层界面的单位反射系数,k表示界面总层数,Δt表示采样间隔,W(ω)表示震源子波,Rn(θ,ω)表示第n层界面与频率相关的反射系数,*表示卷积运算,FFT-1表示傅里叶逆变换。where x t (θ) is the earthquake record at time depth t, represents the unit reflection coefficient of the nth interface, k represents the total number of interface layers, Δt represents the sampling interval, W(ω) represents the source wavelet, R n (θ,ω) represents the frequency-dependent reflection coefficient of the nth interface, * represents the convolution operation, and FFT -1 represents the inverse Fourier transform.

本发明将松弛函数附加到裂缝参数上,构建依赖频率的裂缝柔度参数,这种改进便于构建复杂频散模型。基于该方法可以实现随机分布的介观裂缝动态模型的构建,同时所对应的公式形式较之前的模型更简洁。The present invention adds a relaxation function to the crack parameters to construct a frequency-dependent crack flexibility parameter. This improvement facilitates the construction of complex dispersion models. Based on this method, the construction of a randomly distributed mesoscopic crack dynamic model can be realized, and the corresponding formula form is simpler than the previous model.

基于本发明的岩石物理模型建模,并实现相关的AVO地震记录的模拟,可以为地震及测井资料的正演,解释工作提供岩石物理基础。The rock physics model of the present invention is built and the simulation of related AVO seismic records is realized, which can provide a rock physics basis for the forward modeling and interpretation of seismic and logging data.

基于相关的频散岩石物理模型,分析其AVO频变和与频率相关的合成地震记录,能够提供更多的参数或现象来描述地下岩石的流体和裂缝情况,因此具有重要意义。Based on the relevant dispersive rock physics model, analyzing its AVO frequency variation and frequency-related synthetic seismic records can provide more parameters or phenomena to describe the fluid and fracture conditions of underground rocks, so it is of great significance.

实施例2Example 2

如图2所示,在本发明的一个实用实例中,设计一个水平层,上层为致密泥岩,各向同性;下层为砂岩,含流体和裂缝,其中裂缝竖直定向排列(HTI型排列),其泥岩参数和砂岩的背景岩石参数如表1所示:As shown in FIG. 2 , in a practical example of the present invention, a horizontal layer is designed, the upper layer is dense mudstone, which is isotropic; the lower layer is sandstone, which contains fluid and fractures, wherein the fractures are arranged vertically (HTI type arrangement), and the mudstone parameters and the background rock parameters of the sandstone are shown in Table 1:

表1Table 1

本实施例中,背景岩石参数恒定不变;In this embodiment, the background rock parameters are constant;

所述水平层相关的裂缝流体参数如表2所示:The fracture fluid parameters related to the horizontal layer are shown in Table 2:

表2Table 2

本实施例中,根据实施例1中提供的一种介观裂缝岩石物理模型的频散AVO模拟方法,采用25Hz的雷克子波和表2中的特征频率,对设计的水平层进行频散AVO模拟,得到了表2中一系列模型的多界面地震频散AVO模拟记录。In this embodiment, according to the dispersion AVO simulation method of a mesoscopic fracture rock physics model provided in Example 1, a 25 Hz Ricker wavelet and the characteristic frequencies in Table 2 were used to perform dispersion AVO simulation on the designed horizontal layer, and multi-interface seismic dispersion AVO simulation records of a series of models in Table 2 were obtained.

砂岩参数取模型H时,特征频率约为158Hz,大于雷克子波的主频25Hz。如图3(a)所示,1Hz到60Hz没有明显的反射系数频散;如图3(b)所示,分界面反射系数在垂直入射时为负,随入射角增加,反射系数变为正,进而继续增大;如图3(c)所示,0.3s处为与频率相关的动态模型模拟结果,0.7s处为Gassmann方程模拟的与频率无关的低频极限结果,最右侧一道为角道集叠加后的结果;如图3(d)所示,在合成地震记录中波形图中观察到动态模型和Gassmann低频极限结果几乎一致。When the sandstone parameters are model H, the characteristic frequency is about 158Hz, which is greater than the main frequency of the Ricker wavelet, 25Hz. As shown in Figure 3(a), there is no obvious reflection coefficient dispersion from 1Hz to 60Hz; as shown in Figure 3(b), the interface reflection coefficient is negative at vertical incidence, and as the incident angle increases, the reflection coefficient becomes positive and continues to increase; as shown in Figure 3(c), 0.3s is the frequency-dependent dynamic model simulation result, 0.7s is the frequency-independent low-frequency limit result simulated by the Gassmann equation, and the rightmost one is the result after the angle gather is superimposed; as shown in Figure 3(d), the dynamic model and Gassmann low-frequency limit results are almost consistent in the waveform diagram of the synthetic seismic record.

砂岩参数取模型M时,特征频率大概为40Hz,与雷克子波的主频相近。在图4(a)中观察到随着入射角的变化,1Hz到60Hz出现了明显的反射系数频散;如图4(b)所示,在合成地震记录中,0.3s处采用本方案的动态模型和0.7s处Gassmann方程模拟的低频极限结果出现了差异;如图4(c)所示,动态模型角道集叠加波形出现了畸变,波形不再对称;如图4(d)所示,在入射角为40°时展现的频散差异要大于小角度入射情况,在后续模拟中,也能观察到同样的现象。When the sandstone parameters are model M, the characteristic frequency is about 40Hz, which is close to the main frequency of the Ricker wavelet. In Figure 4(a), it is observed that with the change of the incident angle, there is an obvious reflection coefficient dispersion from 1Hz to 60Hz; as shown in Figure 4(b), in the synthetic seismic record, there is a difference between the low-frequency limit results simulated by the dynamic model of this scheme at 0.3s and the Gassmann equation at 0.7s; as shown in Figure 4(c), the waveform of the dynamic model angle gather stack is distorted and the waveform is no longer symmetrical; as shown in Figure 4(d), the dispersion difference shown at an incident angle of 40° is greater than that at a small angle, and the same phenomenon can be observed in subsequent simulations.

砂岩参数取模型S,特征频率在2Hz左右。如图5(a)所示,在20Hz后反射系数的频散不再明显;如图5(b)所示,在合成地震记录中,动态模型和低频极限静态模型差异进一步增大;如图5(c)所示,动态模型的角道集振幅值较小,且动态模型的近道和远道振幅极性相反,叠加后相互抵消,叠加道振幅微弱。The sandstone parameters are model S, and the characteristic frequency is about 2Hz. As shown in Figure 5(a), the dispersion of the reflection coefficient is no longer obvious after 20Hz; as shown in Figure 5(b), in the synthetic seismic record, the difference between the dynamic model and the low-frequency extreme static model is further increased; as shown in Figure 5(c), the amplitude value of the angle trace of the dynamic model is small, and the amplitude polarity of the near trace and the far trace of the dynamic model is opposite, which cancel each other out after superposition, and the amplitude of the superimposed trace is weak.

采用相同的方法在方位角为45度和90度时,计算得到砂岩M与泥岩的多界面地震频散AVO模拟记录。对比模型M的分界面在0度、45度以及90度方位面,从反射系数的变化来看,大的方位角(平行于裂缝方向)频散差异的比例在增大,但从数值差异来看,是最小的。这是因为在垂直裂缝面入射时,频散最强,平行于裂缝时频散最弱。对于波形畸变的现象,也能观察到随随着方位角度的增大而降低。The same method is used to calculate the multi-interface seismic dispersion AVO simulation records of sandstone M and mudstone at azimuth angles of 45 and 90 degrees. Comparing the interface of model M at 0, 45 and 90 degrees azimuth, from the change of reflection coefficient, the proportion of dispersion difference at large azimuth (parallel to the fracture direction) is increasing, but from the numerical difference, it is the smallest. This is because the dispersion is strongest when incident perpendicular to the fracture surface, and the dispersion is weakest when parallel to the fracture. For the phenomenon of waveform distortion, it can also be observed that it decreases with the increase of azimuth angle.

结合不同特征频率下的合成地震记录分析,当特征频率在地震子波主频附近时,频散作用在地震剖面上才明显,主要体现在波形振幅差异和波形畸变。随着特征频率越小,考虑频散后的结果和使用传统的Gassmann方程静态模型结果差异越大。应当注意到,当特征频率大约大于地震勘探子波主频一个数量级时,频散在地震剖面上的特征不明显,可以忽略频散作用。不过在井震联合方面,又不得不考虑频散的作用。在定向HTI裂缝介质中,随着方位角度的增加,地震剖面上的频散现象逐渐减弱。也就是说,想要在裂缝介质中观察到明显的波形畸变现象,在垂直于裂缝走向剖面现象最明显。Combined with the analysis of synthetic seismic records at different characteristic frequencies, when the characteristic frequency is near the main frequency of the seismic wavelet, the dispersion effect is obvious on the seismic profile, which is mainly reflected in the waveform amplitude difference and waveform distortion. As the characteristic frequency becomes smaller, the difference between the result after considering the dispersion and the result of the static model using the traditional Gassmann equation becomes greater. It should be noted that when the characteristic frequency is approximately one order of magnitude greater than the main frequency of the seismic exploration wavelet, the characteristics of the dispersion on the seismic profile are not obvious, and the dispersion effect can be ignored. However, in terms of well-seismic combination, the role of dispersion has to be considered. In the directional HTI fracture medium, the dispersion phenomenon on the seismic profile gradually weakens with the increase of the azimuth angle. In other words, if you want to observe obvious waveform distortion in the fracture medium, the phenomenon is most obvious in the profile perpendicular to the fracture strike.

以上所述,仅为本发明的具体实施方式,但本发明的保护范围并不局限于此,任何熟悉本技术领域的技术人员在本发明揭露的技术范围内,可轻易想到变化或替换,都应涵盖在本发明的保护范围之内。The above description is only a specific implementation mode of the present invention, but the protection scope of the present invention is not limited thereto. Any technician familiar with the technical field can easily think of changes or substitutions within the technical scope disclosed by the present invention, which should be covered by the protection scope of the present invention.

Claims (7)

1.一种介观裂缝岩石物理模型的频散AVO模拟方法,其特征在于,包括介观裂缝岩石的频变刚度矩阵获取阶段,及模型频散AVO模拟阶段;1. A dispersion AVO simulation method for a mesoscopic fracture rock physics model, characterized by comprising a frequency-variable stiffness matrix acquisition stage of the mesoscopic fracture rock and a model dispersion AVO simulation stage; 所述介观裂缝岩石的频变刚度矩阵获取阶段包括如下步骤:The frequency-dependent stiffness matrix acquisition stage of the mesoscopic fractured rock includes the following steps: A1、获取岩石的裂缝密度、裂缝数量、裂缝半径和背景岩石的剪切模量,计算得到裂缝的法向柔度和切向柔度;A1. Obtain the rock crack density, crack number, crack radius and shear modulus of the background rock, and calculate the normal flexibility and tangential flexibility of the crack; A2、基于裂缝的法向柔度以及饱和的含裂缝岩石和背景岩石的P波模量,计算得到依赖频率的裂缝法向柔度;A2. Based on the normal flexibility of the fracture and the P-wave modulus of the saturated fractured rock and background rock, the frequency-dependent normal flexibility of the fracture is calculated. A3、根据裂缝的排列方式,基于裂缝的切向柔度、依赖频率的裂缝法向柔度和干岩石背景柔度矩阵,计算得到干岩石动态柔度矩阵;A3. According to the arrangement of the cracks, the dynamic flexibility matrix of the dry rock is calculated based on the tangential flexibility of the cracks, the frequency-dependent normal flexibility of the cracks and the dry rock background flexibility matrix; 所述A3包括如下步骤:A3 comprises the following steps: A31、获取介观裂缝岩石物理模型中裂缝的排列方式;A31. Obtain the arrangement of fractures in the mesoscopic fracture rock physics model; A32、判断裂缝的排列方式是否为竖直随机排列,若是则进入A33,否则进入A34;A32, determine whether the arrangement of the cracks is vertical random arrangement, if so, proceed to A33, otherwise proceed to A34; A33、基于裂缝的切向柔度和依赖频率的裂缝法向柔度,计算得到竖直随机裂缝的附加柔度矩阵,并将竖直随机裂缝的附加柔度矩阵作为依赖频率的附加柔度矩阵,且进入步骤A37;A33, based on the tangential flexibility of the crack and the frequency-dependent normal flexibility of the crack, calculate the additional flexibility matrix of the vertical random crack, and use the additional flexibility matrix of the vertical random crack as the frequency-dependent additional flexibility matrix, and enter step A37; 所述竖直随机裂缝的附加柔度矩阵的计算表达式如下:The calculation expression of the additional flexibility matrix of the vertical random crack is as follows: 其中,ΔS(ω)s表示竖直随机裂缝的附加柔度矩阵,ZN1(ω)表示裂缝竖直随机排列时依赖频率的裂缝法向柔度,表示裂缝竖直随机排列时干裂缝的切向柔度;Where ΔS(ω) s represents the additional flexibility matrix of vertical random cracks, Z N1 (ω) represents the frequency-dependent normal flexibility of cracks when the cracks are arranged vertically randomly, It represents the tangential flexibility of dry cracks when cracks are arranged vertically and randomly; A34、判断裂缝竖直方向排列方式是否为竖直定向排列,若是则进入A35,否则进入A36;A34, judging whether the vertical arrangement of the cracks is vertical directional arrangement, if so, proceeding to A35, otherwise proceeding to A36; A35、基于裂缝的切向柔度和依赖频率的裂缝法向柔度,计算得到竖直定向裂缝的附加柔度矩阵,并将竖直定向裂缝的附加柔度矩阵作为依赖频率的附加柔度矩阵,且进入步骤A37;A35, based on the tangential flexibility of the crack and the frequency-dependent normal flexibility of the crack, calculate the additional flexibility matrix of the vertical oriented crack, and use the additional flexibility matrix of the vertical oriented crack as the frequency-dependent additional flexibility matrix, and enter step A37; 所述竖直定向裂缝的附加柔度矩阵的计算表达式如下:The calculation expression of the additional flexibility matrix of the vertical oriented crack is as follows: 其中,ΔS(ω)d表示裂缝定向的干岩石附加柔度矩阵,ZN2(ω)表示裂缝竖直定向排列时依赖频率的裂缝法向柔度,表示裂缝竖直定向排列时干裂缝的切向柔度;Where ΔS(ω) d represents the dry rock additional flexibility matrix for fracture orientation, ZN2 (ω) represents the frequency-dependent fracture normal flexibility when the fracture is vertically oriented, It represents the tangential flexibility of dry cracks when the cracks are arranged vertically; A36、判断裂缝竖直方向排列方式是否为竖直定向且随机排列,若是则进入A37,否则进入A38;A36, judging whether the vertical arrangement of the cracks is vertically oriented and randomly arranged, if so, proceeding to A37, otherwise proceeding to A38; A37、基于裂缝的切向柔度和依赖频率的裂缝法向柔度,计算得到竖直裂缝定向且随机的附加柔度矩阵,并将竖直裂缝定向且随机的附加柔度矩阵作为依赖频率的附加柔度矩阵;A37. Based on the tangential flexibility of the crack and the frequency-dependent normal flexibility of the crack, a directional and random additional flexibility matrix of the vertical crack is calculated, and the directional and random additional flexibility matrix of the vertical crack is used as the frequency-dependent additional flexibility matrix; 所述竖直裂缝定向且随机的附加柔度矩阵的计算表达式如下:The calculation expression of the additional flexibility matrix of the vertical crack orientation and randomness is as follows: 其中,ΔS(ω)sd表示竖直裂缝定向且随机的附加柔度矩阵;Where, ΔS(ω) sd represents the additional flexibility matrix of the vertical crack which is oriented and random; A38、基于裂缝的切向柔度和依赖频率的裂缝法向柔度,计算得到裂缝完全随机的附加柔度矩阵,并将裂缝完全随机的附加柔度矩阵作为依赖频率的附加柔度矩阵;A38. Based on the tangential flexibility of the crack and the frequency-dependent normal flexibility of the crack, a completely random additional flexibility matrix of the crack is calculated, and the completely random additional flexibility matrix of the crack is used as the frequency-dependent additional flexibility matrix; 所述裂缝完全随机的附加柔度矩阵的计算表达式如下:The calculation expression of the additional flexibility matrix of the completely random crack is as follows: 其中,ΔS(ω)3表示裂缝完全随机的附加柔度矩阵,ZN(ω)3表示裂缝完全随机排列时依赖频率的裂缝法向柔度,表示裂缝完全随机排列时干裂缝的切向柔度;Where ΔS(ω) 3 represents the additional flexibility matrix when the cracks are completely random, Z N (ω) 3 represents the frequency-dependent normal flexibility of the cracks when the cracks are completely randomly arranged, It represents the tangential flexibility of dry cracks when the cracks are arranged completely randomly; A39、基于干岩石背景柔度矩阵和依赖频率的附加柔度矩阵,计算得到干岩石动态柔度矩阵;A39, based on the dry rock background flexibility matrix and the frequency-dependent additional flexibility matrix, the dry rock dynamic flexibility matrix is calculated; 所述干岩石动态柔度矩阵的计算表达式如下:The calculation expression of the dry rock dynamic flexibility matrix is as follows: 其中,S0(ω)表示干岩石动态柔度矩阵,表示干岩石背景柔度矩阵,ΔS(ω)表示依赖频率的柔度矩阵;Where S 0 (ω) represents the dynamic flexibility matrix of dry rock, represents the dry rock background flexibility matrix, ΔS(ω) represents the frequency-dependent flexibility matrix; A4、基于干岩石动态柔度矩阵和各向异性Gassmann方程,计算得到完整的岩石频变柔度矩阵;A4. Based on the dry rock dynamic flexibility matrix and the anisotropic Gassmann equation, the complete rock frequency-dependent flexibility matrix is calculated; A5、对完整的岩石频变柔度矩阵求逆,得到岩石的频变刚度矩阵;A5. Invert the complete rock frequency-variant flexibility matrix to obtain the rock frequency-variant stiffness matrix; 所述模型频散AVO模拟阶段包括如下步骤:The model dispersion AVO simulation stage includes the following steps: B1、基于岩石的频变刚度矩阵,得到频变刚度系数;B1. Based on the frequency-dependent stiffness matrix of rock, the frequency-dependent stiffness coefficient is obtained; B2、基于频变刚度系数的实部,计算得到依赖频率的各向异性系数;B2. Based on the real part of the frequency-dependent stiffness coefficient, the frequency-dependent anisotropy coefficient is calculated; B3、基于各向异性系数和反射系数方程,得到频变界面反射系数;B3. Based on the anisotropy coefficient and reflection coefficient equation, the frequency-dependent interface reflection coefficient is obtained; B4、根据频变界面反射系数和震源子波,计算得到多界面地震频散AVO模拟记录。B4. Based on the frequency-varying interface reflection coefficient and source wavelet, the multi-interface seismic dispersion AVO simulation record is calculated. 2.根据权利要求1所述的介观裂缝岩石物理模型的频散AVO模拟方法,其特征在于,所述A1中法向柔度和切向柔度的计算表达式分别如下:2. The dispersion AVO simulation method of the mesoscopic fracture rock physics model according to claim 1, characterized in that the calculation expressions of the normal flexibility and the tangential flexibility in A1 are as follows: 其中,分别表示干裂缝的法向柔度和切向柔度,λ表示拉梅系数,μ表示背景岩石的剪切模量,e表示裂缝密度,N表示裂缝数量,a表示裂缝半径,V表示岩石体积。in, and They represent the normal flexibility and tangential flexibility of the dry crack, λ represents the Lame coefficient, μ represents the shear modulus of the background rock, e represents the crack density, N represents the number of cracks, a represents the crack radius, and V represents the rock volume. 3.根据权利要求2所述的介观裂缝岩石物理模型的频散AVO模拟方法,其特征在于,所述A2包括如下步骤:3. The dispersion AVO simulation method of the mesoscopic fracture rock physics model according to claim 2, characterized in that said A2 comprises the following steps: A21、基于饱和的含裂缝岩石和背景岩石的P波模量,计算得到时间尺度参数和形状参数;A21. Based on the P-wave modulus of saturated fractured rock and background rock, the time scale parameter and shape parameter are calculated; 所述时间尺度参数和形状参数的计算表达式分别如下:The calculation expressions of the time scale parameter and shape parameter are as follows: 其中,τ和分别表示时间尺度参数和形状参数,Cb表示饱和的含裂缝岩石和背景岩石高频极限条件下的P波模量,C0表示饱和的含裂缝岩石和背景岩石低频极限条件下的P波模量,G表示低频尺度参数,T表示高频尺度参数;Among them, τ and denote the time scale parameter and shape parameter respectively, Cb denotes the P-wave modulus of saturated fractured rock and background rock under high-frequency limit conditions, C0 denotes the P-wave modulus of saturated fractured rock and background rock under low-frequency limit conditions, G denotes the low-frequency scale parameter, and T denotes the high-frequency scale parameter; A22、基于时间尺度参数和形状参数,计算得到柔度频率关系;A22, based on the time scale parameter and shape parameter, the flexibility frequency relationship is calculated; 所述柔度频率关系的计算表达式如下:The calculation expression of the flexibility frequency relationship is as follows: 其中,ffra(ω)表示柔度频率关系,i表示复数的虚部,ω表示频率;Where f fra (ω) represents the flexibility frequency relationship, i represents the imaginary part of the complex number, and ω represents the frequency; A23、基于柔度频率关系和裂缝的法向柔度,计算得到依赖频率的裂缝法向柔度;A23, based on the flexibility frequency relationship and the normal flexibility of the crack, the frequency-dependent normal flexibility of the crack is calculated; 所述依赖频率的裂缝法向柔度的计算表达式如下:The calculation expression of the frequency-dependent crack normal flexibility is as follows: 其中,ZN(ω)表示依赖频率的裂缝法向柔度。where Z N (ω) represents the frequency-dependent crack normal compliance. 4.根据权利要求1所述的介观裂缝岩石物理模型的频散AVO模拟方法,其特征在于,所述A4中完整的岩石频变柔度矩阵的计算表达式如下:4. The dispersion AVO simulation method of the mesoscopic fracture rock physics model according to claim 1, characterized in that the calculation expression of the complete rock frequency-dependent flexibility matrix in A4 is as follows: 其中,分别表示饱和岩石、干岩石和矿物颗粒的柔度张量,表示干岩石柔度张量对应矩阵中的第i′行的柔度求和量,表示矿物颗粒柔度张量对应矩阵中第i′行的柔度求和量,表示干岩石柔度张量对应矩阵中的第j′列的柔度求和量,表示矿物颗粒柔度张量对应矩阵中第j′列的柔度求和量,βdry表示含裂缝干岩石的广义压缩系数,βg表示矿物颗粒的压缩系数,βf表示流体的压缩系数,表示总孔隙度,其中,i′=1,2,3,4,5,6,j′=1,2,3,4,5,6。in, and denote the flexibility tensors of saturated rock, dry rock and mineral particles, respectively, represents the sum of the flexibility of the i′th row in the matrix corresponding to the dry rock flexibility tensor, represents the sum of the flexibility of the i′th row in the matrix corresponding to the flexibility tensor of the mineral particles, represents the sum of the flexibility of the j′th column in the matrix corresponding to the dry rock flexibility tensor, represents the sum of the flexibility of the j′th column in the matrix corresponding to the flexibility tensor of the mineral particles, β dry represents the generalized compressibility coefficient of dry rock with cracks, β g represents the compressibility coefficient of mineral particles, β f represents the compressibility coefficient of fluid, Represents the total porosity, where i′=1,2,3,4,5,6 and j′=1,2,3,4,5,6. 5.根据权利要求4所述的介观裂缝岩石物理模型的频散AVO模拟方法,其特征在于,所述B2中各向异性系数的计算表达式如下:5. The dispersion AVO simulation method of the mesoscopic fracture rock physics model according to claim 4, characterized in that the calculation expression of the anisotropy coefficient in B2 is as follows: 其中,α(ω)表示依赖频率的第一各向异性系数,c33(ω)表示频变刚度矩阵中第3行第3列处频变刚度系数的实部,ρ表示介质密度,β(ω)表示依赖频率的第二各向异性系数,c44(ω)表示频变刚度矩阵中第4行第4列处频变刚度系数的实部,ε(ω)表示依赖频率的第三各向异性系数,c11(ω)表示频变刚度矩阵中第1行第1列处频变刚度系数的实部,γ(ω)表示依赖频率的第四各向异性系数,c66(ω)表示频变刚度矩阵中第6行第6列处频变刚度系数的实部,δ(ω)表示依赖频率的第五各向异性系数,c13(ω)表示频变刚度矩阵中第1行第3列处频变刚度系数的实部,c55(ω)表示频变刚度矩阵中第5行第5列处频变刚度系数的实部。Wherein, α(ω) represents the first frequency-dependent anisotropy coefficient, c 33 (ω) represents the real part of the frequency-dependent stiffness coefficient at the 3rd row and 3rd column in the frequency-dependent stiffness matrix, ρ represents the medium density, β(ω) represents the second frequency-dependent anisotropy coefficient, c 44 (ω) represents the real part of the frequency-dependent stiffness coefficient at the 4th row and 4th column in the frequency-dependent stiffness matrix, ε(ω) represents the third frequency-dependent anisotropy coefficient, c 11 (ω) represents the real part of the frequency-dependent stiffness coefficient at the 1st row and 1st column in the frequency-dependent stiffness matrix, γ(ω) represents the fourth frequency-dependent anisotropy coefficient, c 66 (ω) represents the real part of the frequency-dependent stiffness coefficient at the 6th row and 6th column in the frequency-dependent stiffness matrix, δ(ω) represents the fifth frequency-dependent anisotropy coefficient, c 13 (ω) represents the real part of the frequency-dependent stiffness coefficient at the 1st row and 3rd column in the frequency-dependent stiffness matrix, c 55 (ω) represents the real part of the frequency-dependent stiffness coefficient at the 1st row and 3rd column in the frequency-dependent stiffness matrix, (ω) represents the real part of the frequency-dependent stiffness coefficient at the 5th row and 5th column in the frequency-dependent stiffness matrix. 6.根据权利要求5所述的介观裂缝岩石物理模型的频散AVO模拟方法,其特征在于,所述B3中频变界面反射系数的计算表达式如下:6. The dispersion AVO simulation method of the mesoscopic fracture rock physics model according to claim 5, characterized in that the calculation expression of the frequency-dependent interface reflection coefficient in B3 is as follows: Δγ(ω)=γ2(ω)-γ1(ω) Δγ(ω)=γ 2 (ω)-γ 1 (ω) Δα(ω)=α2(ω)-α1(ω) Δε(ω)=ε2(ω)-ε1(ω) Δδ(ω)=δ2(ω)-δ1(ω)Δα(ω)=α 2 (ω)-α 1 (ω) Δε(ω)=ε 2 (ω)-ε 1 (ω) Δδ(ω)=δ 2 (ω)-δ 1 (ω) ΔZ(ω)=Z2(ω)-Z1(ω) Z(ω)=ρα(ω) ΔZ(ω)=Z 2 (ω)-Z 1 (ω) Z(ω)=ρα(ω) Δμ(ω)=μ2(ω)-μ1(ω) μ(ω)=ρβ(ω)2 Δμ(ω)=μ 2 (ω)-μ 1 (ω) μ(ω)=ρβ(ω) 2 其中,Rpp(ω,ξ,θ)表示频变界面反射系数,ΔZ(ω)表示下层介质和上层介质与频率相关的垂直P波阻抗差值,表示下层介质和上层介质与频率相关的垂直P波阻抗平均值,Δα(ω)表示下层介质和上层介质依赖频率的第一各向异性系数差值,表示下层介质和上层介质依赖频率的第一各向异性系数平均值,表示下层介质和上层介质依赖频率的第二各向异性系数平均值,Δμ(ω)表示下层介质和上层介质与频率相关的垂直横波模量差值,表示下层介质和上层介质与频率相关的垂直横波模量平均值,Δδ(ω)表示下层介质和上层介质依赖频率的第五各向异性系数差值,θ表示P波入射角,Δε(ω)表示下层介质和上层介质依赖频率的第三各向异性系数差值,ξ表示P波入射方位角,α1(ω)和α2(ω)分别表示上层介质和下层介质依赖频率的第一各向异性系数,β1(ω)和β2(ω)分别表示上层介质和下层介质依赖频率的第二各向异性系数,ε1(ω)和ε2(ω)分别表示上层介质和下层介质依赖频率的第三各向异性系数,δ1(ω)和δ2(ω)分别表示上层介质和下层介质依赖频率的第五各向异性系数,γ1(ω)和γ2(ω)分别表示上层介质和下层介质依赖频率的第四各向异性系数,Δγ(ω)表示下层介质和上层介质依赖频率的第四各向异性系数差值,Z1(ω)和Z2(ω)分别表示下层介质和上层介质与频率相关的垂直P波阻抗,Z(ω)表示与频率相关的垂直P波阻抗,μ1和μ2分别表示下层介质和上层介质与频率相关的垂直横波模量。Where R pp (ω,ξ,θ) represents the frequency-dependent interface reflection coefficient, ΔZ(ω) represents the frequency-dependent vertical P-wave impedance difference between the lower and upper layers, represents the average value of the vertical P-wave impedance of the lower and upper layers related to frequency, Δα(ω) represents the difference of the first anisotropy coefficient of the lower and upper layers dependent on frequency, represents the average value of the first anisotropy coefficient of the lower and upper layers in terms of frequency dependence, represents the average value of the second anisotropy coefficient of the lower and upper layers in terms of frequency, Δμ(ω) represents the difference in the vertical shear wave modulus of the lower and upper layers in terms of frequency, represents the average value of the vertical shear wave modulus of the lower and upper media related to frequency, Δδ(ω) represents the difference of the fifth anisotropy coefficient of the lower and upper media depending on frequency, θ represents the P-wave incident angle, Δε(ω) represents the difference of the third anisotropy coefficient of the lower and upper media depending on frequency, ξ represents the P-wave incident azimuth, α 1 (ω) and α 2 (ω) represent the first anisotropy coefficient of the upper and lower media depending on frequency, β 1 (ω) and β 2 (ω) represent the second anisotropy coefficient of the upper and lower media depending on frequency, ε 1 (ω) and ε 2 (ω) represent the third anisotropy coefficient of the upper and lower media depending on frequency, δ 1 (ω) and δ 2 (ω) represent the fifth anisotropy coefficient of the upper and lower media depending on frequency, γ 1 (ω) and γ 2 (ω) (ω) represents the fourth anisotropy coefficient of the upper medium and the lower medium in dependence of frequency, Δγ(ω) represents the difference of the fourth anisotropy coefficient of the lower medium and the upper medium in dependence of frequency, Z 1 (ω) and Z 2 (ω) represent the vertical P-wave impedance of the lower medium and the upper medium in dependence of frequency, Z(ω) represents the vertical P-wave impedance in dependence of frequency, μ 1 and μ 2 represent the vertical shear wave modulus of the lower medium and the upper medium in dependence of frequency, respectively. 7.根据权利要求6所述的介观裂缝岩石物理模型的频散AVO模拟方法,其特征在于,所述B4包括如下步骤:7. The dispersion AVO simulation method of the mesoscopic fracture rock physics model according to claim 6, characterized in that said B4 comprises the following steps: B41、基于频变界面反射系数,得到界面与频率相关的反射系数;B41. Based on the frequency-dependent interface reflection coefficient, the frequency-dependent reflection coefficient of the interface is obtained; B42、基于界面与频率相关的反射系数和震源子波,计算得到多界面地震频散AVO模拟记录;B42, based on the interface-frequency-dependent reflection coefficient and source wavelet, the multi-interface seismic dispersion AVO simulation record is calculated; 所述多界面地震频散AVO模拟记录的计算表达式如下:The calculation expression of the multi-interface seismic dispersion AVO simulation record is as follows: 其中,xt(θ)时间深度为t的地震记录,表示第n层界面的单位反射系数,k表示界面总层数,Δt表示采样间隔,W(ω)表示震源子波,Rn(θ,ω)表示第n层界面与频率相关的反射系数,*表示卷积运算,FFT-1表示傅里叶逆变换。where x t (θ) is the earthquake record at time depth t, represents the unit reflection coefficient of the nth interface, k represents the total number of interface layers, Δt represents the sampling interval, W(ω) represents the source wavelet, R n (θ,ω) represents the frequency-dependent reflection coefficient of the nth interface, * represents the convolution operation, and FFT -1 represents the inverse Fourier transform.
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