CN118642190B - Method and system for obtaining rock induced polarization parameters of isotropic tight sandstone reservoir - Google Patents
Method and system for obtaining rock induced polarization parameters of isotropic tight sandstone reservoir Download PDFInfo
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Abstract
本申请提供了各向同性致密砂岩储层的岩石激电参数获取方法及系统,属于石油、天然气勘探与开发领域,待测靶区对应的理论激电模型的获取方法为:对储层岩石矿物的组分分析获取储层岩石矿物含量,且通过扫描电镜图像分析储层岩石矿物成分的连通性以及与孔隙的相关性;基于地下储层岩石的等效介质模型,构建基于MGEMTIP模型的理论激电模型;测试获取岩石激电参数;将不同岩石样品的岩石激电参数同时结合不同储层物性参数输入至理论激电模型中获取模型参数,进而获取待测靶区对应的理论激电模型。本申请有效建立储层物性与激电参数间的定量关系,为准确建立靶区复电阻率地电模型提供了理论与实验基础。
The present application provides a method and system for acquiring rock induced polarization parameters of isotropic tight sandstone reservoirs, which belongs to the field of oil and natural gas exploration and development. The method for acquiring the theoretical induced polarization model corresponding to the target area to be tested is as follows: the composition of the reservoir rock minerals is analyzed to obtain the reservoir rock mineral content, and the connectivity of the reservoir rock mineral components and the correlation with the pores are analyzed by scanning electron microscope images; based on the equivalent medium model of the underground reservoir rock, a theoretical induced polarization model based on the MGEMTIP model is constructed; rock induced polarization parameters are obtained by testing; the rock induced polarization parameters of different rock samples are simultaneously combined with different reservoir physical property parameters and input into the theoretical induced polarization model to obtain model parameters, and then the theoretical induced polarization model corresponding to the target area to be tested is obtained. The present application effectively establishes a quantitative relationship between reservoir physical properties and induced polarization parameters, and provides a theoretical and experimental basis for accurately establishing a complex resistivity geoelectric model of the target area.
Description
技术领域Technical Field
本申请属于石油、天然气勘探与开发领域,更具体地,涉及一种各向同性致密砂岩储层的岩石激电参数获取方法及系统。The present application belongs to the field of oil and gas exploration and development, and more specifically, to a method and system for acquiring rock induced polarization parameters of an isotropic dense sandstone reservoir.
背景技术Background Art
复电阻率(真电阻率与极化率等)是描述地下介质激发极化(激电)特征的重要参数,随着地层深度增大,储层岩石更容易满足低孔低渗特征,激发极化特性(复电阻率的极化率)将逐渐加强。Complex resistivity (true resistivity and polarizability, etc.) is an important parameter that describes the induced polarization (induced polarization) characteristics of underground media. As the depth of the formation increases, the reservoir rock is more likely to meet the characteristics of low porosity and low permeability, and the induced polarization characteristics (polarizability of complex resistivity) will gradually increase.
目前基于电磁勘探的电阻率岩石物理研究以实电阻率为主,难以满足日益增长的勘探深度与精度需求。针对复电阻率的研究以测井技术为主,主要针对大于1kHz的高频介电极化为主,针对勘探问题的低频激发极化岩石物理研究处于起步阶段,主要研究低频极化机制及相应的影响因素,针对油气储层的激发极化研究也以常规高孔渗砂岩储层为主。复电阻率分析以定性结论为主,未能有效的实现定量分析,无法有效建立研究靶区的储层物性与激电关系模型,难以为时频勘探技术提供准确有效的复电阻率地电模型,也难以实现基于电磁勘探技术针对非常规储层的定量评估。At present, the resistivity rock physics research based on electromagnetic exploration is mainly based on real resistivity, which is difficult to meet the growing exploration depth and accuracy requirements. The research on complex resistivity is mainly based on logging technology, mainly focusing on high-frequency dielectric polarization greater than 1kHz. The low-frequency induced polarization rock physics research for exploration problems is in its infancy, mainly studying the low-frequency polarization mechanism and the corresponding influencing factors. The induced polarization research on oil and gas reservoirs is also mainly based on conventional high-porosity sandstone reservoirs. Complex resistivity analysis is mainly based on qualitative conclusions, and has failed to effectively achieve quantitative analysis. It is impossible to effectively establish a model of the relationship between reservoir physical properties and induced polarization in the research target area. It is difficult to provide an accurate and effective complex resistivity geoelectric model for time-frequency exploration technology, and it is also difficult to achieve quantitative evaluation of unconventional reservoirs based on electromagnetic exploration technology.
发明内容Summary of the invention
针对现有技术的缺陷,本申请的目的在于提供了一种各向同性致密砂岩储层的岩石激电参数获取方法及系统,旨在解决现有复电阻率分析未能有效的实现定量分析,无法有效建立研究靶区的储层物性与激电关系模型,难以为时频勘探技术提供准确有效的复电阻率地电模型,也难以实现基于电磁勘探技术针对非常规储层的定量评估的问题。In view of the defects of the prior art, the purpose of this application is to provide a method and system for obtaining rock induced polarization parameters of isotropic tight sandstone reservoirs, aiming to solve the problems that the existing complex resistivity analysis fails to effectively realize quantitative analysis, cannot effectively establish a reservoir property and induced polarization relationship model for the research target area, is difficult to provide an accurate and effective complex resistivity geoelectric model for time-frequency exploration technology, and is difficult to realize quantitative evaluation of unconventional reservoirs based on electromagnetic exploration technology.
为实现上述目的,第一方面,本申请提供了一种各向同性致密砂岩储层的岩石激电参数获取方法,包括以下步骤:To achieve the above objectives, in a first aspect, the present application provides a method for obtaining rock induced polarization parameters of an isotropic tight sandstone reservoir, comprising the following steps:
将待测靶区不同储层物性参数输入至待测靶区对应的理论激电模型中,获取待测靶区的岩石激电参数;Inputting different reservoir physical property parameters of the target area to be tested into the theoretical induced polarization model corresponding to the target area to be tested, and obtaining the rock induced polarization parameters of the target area to be tested;
其中,待测靶区对应的理论激电模型的获取方法,包括以下步骤:The method for obtaining the theoretical induced polarization model corresponding to the target area to be measured includes the following steps:
S1:通过对待测靶区的储层岩石矿物的组分分析,获取储层岩石矿物含量,且通过对待测靶区的扫描电镜图像分析,获取储层岩石矿物成分的连通性以及与孔隙的相关性;S1: Obtain the mineral content of the reservoir rock by analyzing the composition of the reservoir rock minerals in the target area to be tested, and obtain the connectivity of the reservoir rock mineral components and their correlation with the pores by analyzing the scanning electron microscope images of the target area to be tested;
S2:在一维球状储层岩石矿物的各向同性的假设下,基于地下储层岩石的等效介质模型,结合储层岩石矿物含量、储层岩石矿物成分的连通性以及与孔隙的相关性,构建基于MGEMTIP模型的理论激电模型表达式;S2: Under the assumption of isotropy of one-dimensional spherical reservoir rock minerals, based on the equivalent medium model of underground reservoir rock, combined with the reservoir rock mineral content, the connectivity of reservoir rock mineral components and the correlation with pores, the theoretical induced polarization model expression based on the MGEMTIP model is constructed;
S3:基于待测靶区的地层条件下的复电阻率实验,测试获取待测靶区不同岩石样品的岩石激电参数;S3: Based on the complex resistivity experiment under the formation conditions of the target area to be tested, the rock induced polarization parameters of different rock samples in the target area to be tested are obtained;
S4:将不同岩石样品的岩石激电参数同时结合岩石样品对应的不同储层物性参数输入至基于MGEMTIP模型的理论激电模型表达式中获取模型参数,进而获取待测靶区对应的理论激电模型。S4: The rock induced polarization parameters of different rock samples are combined with the different reservoir physical property parameters corresponding to the rock samples and input into the theoretical induced polarization model expression based on the MGEMTIP model to obtain the model parameters, and then obtain the theoretical induced polarization model corresponding to the target area to be tested.
进一步优选地,S2中构建基于MGEMTIP模型的理论激电模型表达式的获取方法为:Further preferably, the method for obtaining the expression of the theoretical induced polarization model based on the MGEMTIP model in S2 is:
S2.1:基于地下储层岩石的等效介质模型构建MGEMTIP模型;其中,MGEMTIP模型是根据等效介质理论与QL近似理论建立的复电阻率模型,将多相介质通过含有边界极化的等效均匀介质代替;S2.1: Construct the MGEMTIP model based on the equivalent medium model of underground reservoir rock; the MGEMTIP model is a complex resistivity model established based on the equivalent medium theory and the QL approximation theory, which replaces the multiphase medium with an equivalent uniform medium containing boundary polarization;
S2.2:将MGEMTIP模型中的电导率模型表征为Cole-Cole模型形式;S2.2: The conductivity model in the MGEMTIP model is represented as a Cole-Cole model;
S2.3:在S2.2的基础上,根据等效介质模型确定岩石激电模型的导电介质与极化介质,构建等效介质关系,获取基于MGEMTIP模型的理论激电模型表达式。S2.3: Based on S2.2, the conductive medium and polarization medium of the rock induced polarization model are determined according to the equivalent medium model, the equivalent medium relationship is constructed, and the theoretical induced polarization model expression based on the MGEMTIP model is obtained.
进一步优选地,在步骤S2.1中在一维球状储层岩石矿物的各向同性条件下,MGEMTIP模型中的电阻率模型为:Further preferably, under the isotropic condition of the one-dimensional spherical reservoir rock minerals in step S2.1, the resistivity model in the MGEMTIP model is:
其中,为MGEMTIP模型中致密砂岩的等效电导率;为背景岩石电导率;分别对应第i种岩石矿物相对于背景矿物的体积成分,电导率,面极化因子及等效球半径;in, is the equivalent conductivity of tight sandstone in the MGEMTIP model; is the background rock conductivity; They correspond to the volume composition, conductivity, surface polarization factor and equivalent spherical radius of the i- th rock mineral relative to the background mineral;
在步骤S2.2中Cole-Cole模型形式的电导率模型为:The conductivity model in the form of the Cole-Cole model in step S2.2 is:
其中,表征背景介质的有效空间占比;表征第i种岩石矿物对应的弛豫时间;为岩石矿物对应的极化率;为复数虚部,为圆频率;in, Characterize the effective space proportion of the background medium; Characterize the relaxation time corresponding to the i- th rock mineral; is the polarizability corresponding to rock minerals; is the complex imaginary part, The circular frequency ;
在步骤S2.3中基于MGEMTIP模型的理论激电模型表达式为:In step S2.3, the theoretical IP model expression based on the MGEMTIP model is:
其中,为非饱和条件下的岩石电导率;和分别为孔隙流体电导率和流体孔隙度,为粘土含量,和分别为岩石孔隙和粘土的胶结指数;为孔隙流体的饱和度,为孔隙流体的饱和度指数;为高频附加等效电导率,满足,为粘土电导率;为研究尺度内离散后的粘土尺度总数,;为其中第i种尺度粘土矿物的有效占比;为测量角频率。in, is the rock conductivity under unsaturated conditions; and are the pore fluid conductivity and fluid porosity, respectively. is the clay content, and are the cementation indexes of rock pores and clay, respectively; is the saturation of pore fluid, is the saturation index of pore fluid; is the high frequency additional equivalent conductivity, satisfying , is the electrical conductivity of clay; is the total number of discretized clay scales within the research scale, ; is the effective proportion of clay minerals of the i -th scale; To measure the angular frequency.
进一步优选地,岩石激电参数包括岩石电阻率以及极化率。Further preferably, the rock induced polarization parameters include rock resistivity and polarizability.
进一步优选地,储层物性参数包括待测靶区的孔隙度、饱和度以及粘土含量。Further preferably, the reservoir physical property parameters include porosity, saturation and clay content of the target area to be measured.
进一步优选地,模型参数包括岩石孔隙和粘土的胶结指数、孔隙流体的饱和度指数以及粘土的电导率。Further preferably, the model parameters include the cementation index of rock pores and clay, the saturation index of pore fluid and the electrical conductivity of clay.
进一步优选地,步骤S3中的岩石激电参数为真电阻率和极化率;Further preferably, the rock induced polarization parameter in step S3 is the true resistivity and polarizability ;
其中,为地层流体电阻率;对应孔隙流体电阻率指数;为岩石地层因子;为高频附加等效电导率;为粘土成分的相对占比;为孔隙流体电导率。in, is the formation fluid resistivity; Corresponding pore fluid resistivity index; is the rock stratigraphic factor; is the high frequency additional equivalent conductivity; is the relative proportion of clay components; is the pore fluid conductivity.
第二方面,本申请提供了一种各向同性致密砂岩储层的岩石激电参数获取系统,包括:In a second aspect, the present application provides a rock induced polarization parameter acquisition system for an isotropic tight sandstone reservoir, comprising:
组分分析仪,用于通过对待测靶区的储层岩石矿物的组分分析,获取储层岩石矿物含量;A component analyzer is used to obtain the mineral content of the reservoir rock by analyzing the components of the reservoir rock minerals in the target area to be tested;
扫描电镜,用于对待测靶区进行扫描成像,获取扫描电镜图像;其中,扫描电镜图像用以分析储层岩石矿物成分的连通性以及与孔隙的相关性;A scanning electron microscope is used to scan and image the target area to be measured and obtain a scanning electron microscope image; wherein the scanning electron microscope image is used to analyze the connectivity of the mineral components of the reservoir rock and its correlation with the pores;
理论激电模型构建模块,用于在一维球状储层岩石矿物的各向同性的假设下,基于地下储层岩石的等效介质模型,结合储层岩石矿物含量、储层岩石矿物成分的连通性以及与孔隙的相关性,构建基于MGEMTIP模型的理论激电模型表达式;Theoretical IP model construction module is used to construct the theoretical IP model expression based on the MGEMTIP model, based on the equivalent medium model of underground reservoir rocks, under the assumption of isotropy of one-dimensional spherical reservoir rock minerals, combined with the reservoir rock mineral content, the connectivity of the reservoir rock mineral composition and the correlation with pores;
激电参数测试模块,用于基于待测靶区的地层条件下的复电阻率实验,测试获取待测靶区不同岩石样品的岩石激电参数;IP parameter test module, used to test and obtain rock IP parameters of different rock samples in the target area based on complex resistivity experiments under formation conditions in the target area to be tested;
理论激电模型获取模块,用于将不同岩石样品的岩石激电参数结合岩石样品对应的不同储层物性参数输入至基于MGEMTIP模型的理论激电模型表达式中获取模型参数,进而获取待测靶区对应的理论激电模型。The theoretical induced polarization model acquisition module is used to input the rock induced polarization parameters of different rock samples combined with the different reservoir physical property parameters corresponding to the rock samples into the theoretical induced polarization model expression based on the MGEMTIP model to obtain model parameters, and then obtain the theoretical induced polarization model corresponding to the target area to be tested.
进一步优选地,理论激电模型构建模块包括:MGEMTIP模型构建单元、模型表征单元和激电模型获取单元;Further preferably, the theoretical induced polarization model construction module includes: an MGEMTIP model construction unit, a model characterization unit and an induced polarization model acquisition unit;
MGEMTIP模型构建单元用于基于地下储层岩石的等效介质模型构建MGEMTIP模型;其中,MGEMTIP模型是根据等效介质理论与QL近似理论建立的复电阻率模型,将多相介质通过含有边界极化的等效均匀介质代替;The MGEMTIP model building unit is used to build the MGEMTIP model based on the equivalent medium model of the underground reservoir rock; wherein the MGEMTIP model is a complex resistivity model established according to the equivalent medium theory and the QL approximation theory, and the multiphase medium is replaced by an equivalent uniform medium containing boundary polarization;
模型表征单元用于将MGEMTIP模型中的电导率模型表征为Cole-Cole模型形式;The model characterization unit is used to characterize the conductivity model in the MGEMTIP model as a Cole-Cole model;
激电模型获取单元用于基于模型表征单元获取的Cole-Cole模型形式的电导率模型,根据等效介质模型确定岩石激电模型的导电介质与极化介质,构建等效介质关系,获取基于MGEMTIP模型的理论激电模型表达式。The IP model acquisition unit is used to determine the conductive medium and polarizable medium of the rock IP model based on the conductivity model in the form of the Cole-Cole model obtained by the model characterization unit according to the equivalent medium model, construct the equivalent medium relationship, and obtain the theoretical IP model expression based on the MGEMTIP model.
进一步优选地,MGEMTIP模型构建单元中,在一维球状储层岩石矿物的各向同性条件下,MGEMTIP模型中的电阻率模型为:Further preferably, in the MGEMTIP model construction unit, under the isotropic condition of one-dimensional spherical reservoir rock minerals, the resistivity model in the MGEMTIP model is:
其中,为MGEMTIP模型中致密砂岩的等效电导率;为背景岩石电导率;分别对应第i种岩石矿物相对于背景矿物的体积成分,电导率,面极化因子及等效球半径;in, is the equivalent conductivity of tight sandstone in the MGEMTIP model; is the background rock conductivity; They correspond to the volume composition, conductivity, surface polarization factor and equivalent spherical radius of the i- th rock mineral relative to the background mineral;
模型表征单元中Cole-Cole模型形式的MGEMTIP模型中的电导率模型为:The conductivity model in the MGEMTIP model in the form of the Cole-Cole model in the model characterization unit is:
其中,表征背景介质的有效空间占比;表征第i种岩石矿物对应的弛豫时间;为岩石矿物对应的极化率;为复数虚部,为圆频率;in, Characterize the effective space proportion of the background medium; Characterize the relaxation time corresponding to the i- th rock mineral; is the polarizability corresponding to rock minerals; is the complex imaginary part, The circular frequency ;
激电模型获取单元中基于MGEMTIP模型的理论激电模型表达式为:The theoretical IP model expression based on the MGEMTIP model in the IP model acquisition unit is:
其中,为非饱和条件下的岩石电导率;和分别为孔隙流体电导率和流体孔隙度,为粘土含量,和分别为岩石孔隙和粘土的胶结指数;为孔隙流体的饱和度,为孔隙流体的饱和度指数;为高频附加等效电导率,满足,为粘土电导率;为研究尺度内离散后的粘土尺度总数,;为其中第i种尺度粘土矿物的有效占比;为测量角频率。in, is the rock conductivity under unsaturated conditions; and are the pore fluid conductivity and fluid porosity, respectively. is the clay content, and are the cementation indexes of rock pores and clay, respectively; is the saturation of pore fluid, is the saturation index of pore fluid; is the high frequency additional equivalent conductivity, satisfying , is the electrical conductivity of clay; is the total number of discretized clay scales within the research scale, ; is the effective proportion of clay minerals of the i -th scale; To measure the angular frequency.
进一步优选地,岩石激电参数包括岩石电阻率以及极化率;储层物性参数包括待测靶区的孔隙度、饱和度以及粘土含量;模型参数包括岩石孔隙和粘土的胶结指数、孔隙流体的饱和度指数以及粘土的电导率。Further preferably, the rock induced polarization parameters include rock resistivity and polarizability; the reservoir physical property parameters include porosity, saturation and clay content of the target area to be measured; and the model parameters include the cementation index of rock pores and clay, the saturation index of pore fluid and the conductivity of clay.
进一步优选地,激电参数测试模块中岩石激电参数为真电阻率和极化率;Further preferably, the rock induced polarization parameter in the induced polarization parameter test module is the true resistivity and polarizability ;
其中,为地层流体电阻率;对应孔隙流体电阻率指数;为岩石地层因子;为高频附加等效电导率;为粘土成分的相对占比;为孔隙流体电导率。in, is the formation fluid resistivity; Corresponding pore fluid resistivity index; is the rock stratigraphic factor; is the high frequency additional equivalent conductivity; is the relative proportion of clay components; is the pore fluid conductivity.
总体而言,通过本申请所构思的以上技术方案与现有技术相比,具有以下有益效果:In general, the above technical solutions conceived by this application have the following beneficial effects compared with the prior art:
目前基于电磁勘探的电阻率岩石物理研究以实电阻率为主,难以满足日益增长的勘探深度与精度需求,以复电阻率为基础的勘探技术相比常规实电阻率勘探技术可以更精准地描述地下岩石电性特征。针对复电阻率的研究以测井技术为主,主要针对大于1kHz的高频介电极化为主,由于低频激发极化现象的存在,高低频电阻率有效值差异存在一定差异,岩石含有低阻矿物时,电阻率差异可能跨越数量级,因此,高频复电阻率无法直接应用于低频勘探问题,仅利用测井电阻率构建的地电模型容易出现较大的模型误差。针对勘探问题的低频激发极化岩石物理研究处于起步阶段,主要研究低频极化机制及相应的影响因素,针对油气储层的激发极化研究也以常规高孔渗砂岩储层为主。复电阻率分析以定性结论为主,未能有效的实现定量分析,无法有效建立研究靶区的储层物性与激电关系模型。At present, the resistivity rock physics research based on electromagnetic exploration is mainly based on real resistivity, which is difficult to meet the growing exploration depth and accuracy requirements. The exploration technology based on complex resistivity can more accurately describe the electrical characteristics of underground rocks than conventional real resistivity exploration technology. The research on complex resistivity is mainly based on logging technology, mainly focusing on high-frequency dielectric polarization greater than 1kHz. Due to the existence of low-frequency induced polarization phenomenon, there is a certain difference in the effective value of high-frequency and low-frequency resistivity. When the rock contains low-resistance minerals, the resistivity difference may span an order of magnitude. Therefore, high-frequency complex resistivity cannot be directly applied to low-frequency exploration problems. The geoelectric model constructed only using logging resistivity is prone to large model errors. The low-frequency induced polarization rock physics research for exploration problems is in its infancy, mainly studying the low-frequency polarization mechanism and the corresponding influencing factors. The induced polarization research on oil and gas reservoirs is also mainly based on conventional high-porosity and permeability sandstone reservoirs. Complex resistivity analysis is mainly based on qualitative conclusions, and quantitative analysis has not been effectively achieved, and it is impossible to effectively establish a model of the relationship between reservoir physical properties and induced polarization in the research target area.
基于上述问题,本申请提供了一种各向同性致密砂岩储层的岩石激电参数获取方法,其中,通过高温高压岩石物理实验系统(AUTOLAB1000)等手段获取储层井心或露头复电阻率振幅与相位,结合广义等效介质激发极化(MGEMTIP)模型获取致密砂岩储层岩石激电参数表达式,结合岩石物理矿物组分分析、电镜扫描构建相应深度条件下的岩石随孔隙度、饱和度及粘土含量变化的理论激电模型,有效建立储层物性与激电参数间的定量关系,为准确建立靶区复电阻率地电模型提供了理论与实验基础,同时为储层物性与激电参数的定量分析提供了关系模型,为形成电磁勘探技术非常规储层评估技术提供重要依据。Based on the above problems, the present application provides a method for obtaining rock induced polarization parameters of isotropic tight sandstone reservoirs, wherein the complex resistivity amplitude and phase of the reservoir core or outcrop are obtained by means of a high temperature and high pressure rock physics experimental system (AUTOLAB1000), and the generalized equivalent medium induced polarization (MGEMTIP) model is combined to obtain the rock induced polarization parameter expression of the tight sandstone reservoir. Combined with rock physical mineral component analysis and electron microscope scanning, a theoretical induced polarization model of rocks under corresponding depth conditions with porosity, saturation and clay content is constructed, and the quantitative relationship between reservoir physical properties and induced polarization parameters is effectively established, which provides a theoretical and experimental basis for accurately establishing a complex resistivity geoelectric model of the target area, and at the same time provides a relationship model for the quantitative analysis of reservoir physical properties and induced polarization parameters, providing an important basis for the formation of electromagnetic exploration technology and unconventional reservoir evaluation technology.
附图说明BRIEF DESCRIPTION OF THE DRAWINGS
图1是本申请实施例提供的各向同性致密砂岩储层的岩石激电参数获取方法流程图;FIG1 is a flow chart of a method for obtaining rock induced polarization parameters of an isotropic tight sandstone reservoir provided in an embodiment of the present application;
图2是本申请实施例提供的流体导电、粘图极化的导电模式示意图;FIG2 is a schematic diagram of a conductive mode of fluid conduction and viscosity polarization provided in an embodiment of the present application;
图3是本申请实施例提供的致密砂岩样品的复电阻率测试曲线与压制低频反演数据对比图;FIG3 is a comparison diagram of a complex resistivity test curve of a dense sandstone sample provided in an embodiment of the present application and suppressed low-frequency inversion data;
图4是本申请实施例提供的根据靶区储层露头方样测试,不同方向测试结果图;FIG4 is a diagram of test results in different directions according to a square sample test of a reservoir outcrop in a target area provided in an embodiment of the present application;
图5是本申请实施例提供的针对靶区建立的激电模型在孔隙度变化范围为6%~14%间变化时的复电阻率与极化率随饱和度变化曲线族示意图;5 is a schematic diagram of a family of curves of complex resistivity and polarizability varying with saturation when the porosity ranges from 6% to 14% for an induced polarization model established for a target area provided in an embodiment of the present application;
图6是本申请实施例提供的基于表1建立的靶区激电模型与靶区测井数据及岩石物理数据的电阻率与极化率拟合结果示意图。6 is a schematic diagram of the resistivity and polarizability fitting results of the target area induced polarization model established based on Table 1 and the target area logging data and rock physics data provided in an embodiment of the present application.
具体实施方式DETAILED DESCRIPTION
为了使本申请的目的、技术方案及优点更加清楚明白,以下结合附图及实施例,对本申请进行进一步详细说明。应当理解,此处所描述的具体实施例仅用以解释本申请,并不用于限定本申请。In order to make the purpose, technical solution and advantages of the present application more clearly understood, the present application is further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present application and are not used to limit the present application.
在本申请实施例中,“示例性的”或者“例如”等词用于表示作例子、例证或说明。本申请实施例中被描述为“示例性的”或者“例如”的任何实施例或设计方案不应被解释为比其它实施例或设计方案更优选或更具优势。确切而言,使用“示例性的”或者“例如”等词旨在以具体方式呈现相关概念。In the embodiments of the present application, words such as "exemplary" or "for example" are used to indicate examples, illustrations or descriptions. Any embodiment or design described as "exemplary" or "for example" in the embodiments of the present application should not be interpreted as being more preferred or more advantageous than other embodiments or designs. Specifically, the use of words such as "exemplary" or "for example" is intended to present related concepts in a specific way.
在本申请实施例的描述中,除非另有说明,“多个”的含义是指两个或者两个以上。In the description of the embodiments of the present application, unless otherwise specified, “plurality” means two or more than two.
本申请通过高温高压岩石物理实验系统(AUTOLAB1000)等手段获取储层井心或露头复电阻率振幅与相位,结合广义等效介质激发极化(MGEMTIP)模型获取致密砂岩储层岩石激电参数表达式,结合岩石物理矿物组分分析、电镜扫描构建相应深度条件下的岩石随孔隙度、饱和度及粘土含量变化的理论激电模型,有效建立储层物性与激电参数间的定量关系,为准确建立靶区复电阻率地电模型提供了理论与实验基础,同时为储层物性与激电参数的定量分析提供了关系模型,为形成电磁勘探技术非常规储层评估技术提供重要依据。This application obtains the complex resistivity amplitude and phase of the reservoir core or outcrop through means such as the high-temperature and high-pressure rock physics experimental system (AUTOLAB1000), and obtains the expression of the rock induced polarization parameters of the tight sandstone reservoir by combining the generalized equivalent medium induced polarization (MGEMTIP) model. Combined with rock physical mineral component analysis and electron microscope scanning, a theoretical induced polarization model of rocks under corresponding depth conditions with changes in porosity, saturation and clay content is constructed, and the quantitative relationship between reservoir physical properties and induced polarization parameters is effectively established, which provides a theoretical and experimental basis for accurately establishing the complex resistivity geoelectric model of the target area, and at the same time provides a relationship model for the quantitative analysis of reservoir physical properties and induced polarization parameters, providing an important basis for the formation of electromagnetic exploration technology and unconventional reservoir evaluation technology.
如图1所示,本申请提供的各向同性致密砂岩储层的岩石激电参数获取方法,具体包括以下步骤:As shown in FIG1 , the method for obtaining rock induced polarization parameters of an isotropic tight sandstone reservoir provided in the present application specifically comprises the following steps:
S1:储层岩石矿物组分分析与扫描电镜分析S1: Reservoir rock mineral composition analysis and scanning electron microscopy analysis
通过储层岩石矿物的组分分析,可以获得储层岩石矿物含量;以致密砂岩储层为例,岩石内部通常富含粘土矿物,同时含有少量金属矿物;通过扫描电镜可以准确分析储层岩石矿物成分的连通性及与孔隙的相关性,用于构建等效介质模型,如图2所示;The mineral content of reservoir rocks can be obtained by analyzing the composition of reservoir rock minerals. Taking tight sandstone reservoirs as an example, the rock is usually rich in clay minerals and contains a small amount of metal minerals. The connectivity of reservoir rock mineral components and their correlation with pores can be accurately analyzed by scanning electron microscopy, which is used to construct an equivalent medium model, as shown in Figure 2.
S2:基于MGEMTIP模型的理论激电模型构建S2: Construction of theoretical IP model based on MGEMTIP model
基于地下储层岩石的等效介质模型构建MGEMTIP模型,MGEMTIP模型是根据等效介质理论与Quasi-Linear(QL)近似理论建立的复电阻率模型,将复杂的多相介质通过含有边界极化的等效均匀介质代替;MGEMTIP模型修正了GEMTIP模型中等效电导率的定义,重新推导的MGEMTIP模型在一维球状扰动体的各向同性假设下,电导率模型为:The MGEMTIP model is constructed based on the equivalent medium model of underground reservoir rocks. The MGEMTIP model is a complex resistivity model established based on the equivalent medium theory and the Quasi-Linear (QL) approximation theory. The complex multiphase medium is replaced by an equivalent uniform medium containing boundary polarization. The MGEMTIP model modifies the definition of equivalent conductivity in the GEMTIP model. Under the isotropic assumption of a one-dimensional spherical perturbation body, the conductivity model of the re-derived MGEMTIP model is:
(1) (1)
其中,为MGEMTIP模型中岩石的等效电导率;为背景岩石电导率;N为不同尺度的不同低阻矿物的总数,,分别对应第i种低阻矿物相对于背景矿物的体积成分,电导率,面极化因子及等效球半径;MGEMTIP模型中的电导率模型可以表征为类似Cole-Cole模型的关系:in, is the equivalent conductivity of rock in the MGEMTIP model; is the background rock conductivity; N is the total number of different low-resistance minerals at different scales, , They correspond to the volume composition, conductivity, surface polarization factor and equivalent spherical radius of the i- th low-resistance mineral relative to the background mineral; the conductivity model in the MGEMTIP model can be characterized as a relationship similar to the Cole-Cole model:
(2) (2)
其中,表征背景介质的有效空间占比;表征第i种岩石矿物对应的弛豫时间;为岩石矿物对应的极化率;为复数虚部,为圆频率;in, Characterize the effective space proportion of the background medium; Characterize the relaxation time corresponding to the i- th rock mineral; is the polarizability corresponding to rock minerals; is the complex imaginary part, The circular frequency ;
根据等效介质模型确定岩石激电模型的导电介质与极化介质,构建等效介质关系,获取非饱和条件下的岩石电导率频散模型,即基于MGEMTIP模型的理论激电模型表达式:According to the equivalent medium model, the conductive medium and polarized medium of the rock induced polarization model are determined, and the equivalent medium relationship is constructed to obtain the rock conductivity dispersion model under unsaturated conditions, that is, the theoretical induced polarization model expression based on the MGEMTIP model:
(3) (3)
其中,为非饱和条件下的岩石电导率;和分别为孔隙流体电导率和流体孔隙度,为粘土含量,和分别为岩石孔隙和粘土的胶结指数;为孔隙流体的饱和度,为孔隙流体的饱和度指数;为高频附加等效电导率,满足,为粘土电导率;为研究尺度内离散后的粘土尺度总数,;为其中第i种尺度粘土矿物的有效占比;为第i种尺度粘土矿物的时间常数;为测量角频率;该模型需要结合靶区的复电阻率数据标定、、及等模型参数;其中,等效介质模型用于表述岩石矿物及孔隙的空间关系,用于确定机电模型的部分参数;in, is the rock conductivity under unsaturated conditions; and are the pore fluid conductivity and fluid porosity, respectively. is the clay content, and are the cementation indexes of rock pores and clay, respectively; is the saturation of pore fluid, is the saturation index of pore fluid; is the high frequency additional equivalent conductivity, satisfying , is the electrical conductivity of clay; is the total number of discretized clay scales within the research scale, ; is the effective proportion of clay minerals of the i -th scale; is the time constant of clay mineral of the ith scale; To measure the angular frequency; the model needs to be calibrated with the complex resistivity data of the target area , , and Equivalent medium model is used to describe the spatial relationship between rock minerals and pores, and to determine some parameters of the electromechanical model;
S3:结合地层条件下的复电阻率实验获取激电参数S3: Obtain IP parameters by combining complex resistivity experiments under formation conditions
基于理论激电模型进行模型参数估计,在压制电极材料的低频电极极化条件下获取每块岩石样品的真电阻率,极化率等激电参数,压制电极极化的估计曲线如图3所示,根据公式(3)不同条件下测量获得的真电阻率与极化率分别对应(为地层流体电阻率)和;Based on the theoretical induced polarization model, the model parameters are estimated. Under the low-frequency electrode polarization condition of the pressed electrode material, the true resistivity, polarizability and other induced polarization parameters of each rock sample are obtained. The estimated curve of the pressed electrode polarization is shown in Figure 3. According to formula (3), the true resistivity and polarizability obtained under different conditions correspond to ( is the formation fluid resistivity) and ;
S4:结合实验数据实现MEGMTIP模型表征S4: Combining experimental data to implement MEGMTIP model characterization
针对致密储层砂岩可实现各向同性条件的理论激电模型表征,结合每块样品的不同测试条件(不同的孔隙度、饱和度和粘土含量),代入理论激电模型获得L2范数(最小二乘法)意义下的、、及等等模型参数,获取针对靶区的孔隙度、饱和度及粘土含量变化条件下的理论激电模型。For tight reservoir sandstone, the theoretical IP model characterization under isotropic conditions can be realized. Combined with the different test conditions of each sample (different porosity, saturation and clay content), the theoretical IP model is substituted to obtain the L2 norm (least square method) , , and The theoretical induced polarization model under the conditions of changing porosity, saturation and clay content in the target area is obtained by using the model parameters.
实施例1Example 1
针对某地区井心及露头样品进行建模测试,该地区的岩石无形满足各向同性假设如图4所示,获取随孔隙度、饱和度及粘土含量的理论模型,其中,模型公式(3)参数的对应参数见表1;Modeling tests were conducted on core and outcrop samples in a certain area. The rocks in the area do not meet the isotropic assumption as shown in Figure 4. The theoretical model with porosity, saturation and clay content was obtained. The corresponding parameters of the model formula (3) are shown in Table 1;
表1Table 1
结合该模型对部分测井资料及岩石物理实验数据进行拟合分析,根据地区孔隙度变化范围在6%~14%,表1对应的激电模型见图5,模型预测结果如图6所示,真电阻率与极化率预测平均相对误差分别低至9.79%和18.34%,可有效表征该地层随孔隙度、水饱和度及粘土含量变化的激点特征,可有效用于该地区地电建模,提高反演稳定性,降低反演非唯一性。Combined with the model, some logging data and rock physics experimental data were fitted and analyzed. According to the regional porosity range of 6% to 14%, the induced polarization model corresponding to Table 1 is shown in Figure 5, and the model prediction results are shown in Figure 6. The average relative errors of true resistivity and polarizability prediction are as low as 9.79% and 18.34%, respectively. It can effectively characterize the exciting point characteristics of the formation with the change of porosity, water saturation and clay content, and can be effectively used for geoelectric modeling in the region to improve the inversion stability and reduce the non-uniqueness of the inversion.
实施例2Example 2
本申请提供了一种各向同性致密砂岩储层的岩石激电参数获取系统,包括:The present application provides a rock induced polarization parameter acquisition system for an isotropic tight sandstone reservoir, comprising:
组分分析仪,用于通过对待测靶区的储层岩石矿物的组分分析,获取储层岩石矿物含量;A component analyzer is used to obtain the mineral content of the reservoir rock by analyzing the components of the reservoir rock minerals in the target area to be tested;
扫描电镜,用于对待测靶区进行扫描成像,获取扫描电镜图像,其中,扫描电镜图像用以分析储层岩石矿物成分的连通性以及与孔隙的相关性;A scanning electron microscope is used to scan and image the target area to be measured and obtain a scanning electron microscope image, wherein the scanning electron microscope image is used to analyze the connectivity of the mineral components of the reservoir rock and its correlation with the pores;
理论激电模型构建模块,用于在一维球状储层岩石矿物的各向同性的假设下,基于地下储层岩石的等效介质模型,结合储层岩石矿物含量、储层岩石矿物成分的连通性以及与孔隙的相关性,构建基于MGEMTIP模型的理论激电模型表达式;Theoretical IP model construction module is used to construct the theoretical IP model expression based on the MGEMTIP model, based on the equivalent medium model of underground reservoir rocks, under the assumption of isotropy of one-dimensional spherical reservoir rock minerals, combined with the reservoir rock mineral content, the connectivity of the reservoir rock mineral composition and the correlation with pores;
激电参数测试模块,用于基于待测靶区的地层条件,测试获取待测靶区不同岩石样品的岩石激电参数;The IP parameter test module is used to test and obtain the rock IP parameters of different rock samples in the target area based on the formation conditions of the target area to be tested;
理论激电模型获取模块,用于将不同岩石样品的岩石激电参数结合岩石样品对应的不同储层物性参数输入至MGEMTIP模型的理论激电模型表达式中获取模型参数,进而获取待测靶区对应的理论激电模型。The theoretical induced polarization model acquisition module is used to input the rock induced polarization parameters of different rock samples combined with the different reservoir physical property parameters corresponding to the rock samples into the theoretical induced polarization model expression of the MGEMTIP model to obtain the model parameters, and then obtain the theoretical induced polarization model corresponding to the target area to be tested.
进一步优选地,理论激电模型构建模块包括:MGEMTIP模型构建单元、模型表征单元和激电模型获取单元;Further preferably, the theoretical induced polarization model construction module includes: an MGEMTIP model construction unit, a model characterization unit and an induced polarization model acquisition unit;
MGEMTIP模型构建单元用于基于地下储层岩石的等效介质模型构建MGEMTIP模型;其中,MGEMTIP模型是根据等效介质理论与QL近似理论建立的复电阻率模型,将多相介质通过含有边界极化的等效均匀介质代替;The MGEMTIP model building unit is used to build the MGEMTIP model based on the equivalent medium model of the underground reservoir rock; wherein the MGEMTIP model is a complex resistivity model established according to the equivalent medium theory and the QL approximation theory, and the multiphase medium is replaced by an equivalent uniform medium containing boundary polarization;
模型表征单元用于将MGEMTIP模型中的电导率模型表征为Cole-Cole模型形式;The model characterization unit is used to characterize the conductivity model in the MGEMTIP model as a Cole-Cole model;
激电模型获取单元用于基于模型表征单元获取的Cole-Cole模型形式的MGEMTIP模型中的电导率模型,根据等效介质模型确定岩石激电模型的导电介质与极化介质,构建等效介质关系,获取基于MGEMTIP模型的理论激电模型表达式。The IP model acquisition unit is used to determine the conductive medium and polarizable medium of the rock IP model based on the conductivity model in the MGEMTIP model in the form of the Cole-Cole model obtained by the model characterization unit, according to the equivalent medium model, to construct the equivalent medium relationship, and to obtain the theoretical IP model expression based on the MGEMTIP model.
进一步优选地,MGEMTIP模型构建单元中,在一维球状储层岩石矿物的各向同性条件下,MGEMTIP模型中的电阻率模型为:Further preferably, in the MGEMTIP model construction unit, under the isotropic condition of one-dimensional spherical reservoir rock minerals, the resistivity model in the MGEMTIP model is:
其中,为MGEMTIP模型中致密砂岩的等效电导率;为背景岩石电导率;分别对应第i种岩石矿物相对于背景矿物的体积成分,电导率,面极化因子及等效球半径;in, is the equivalent conductivity of tight sandstone in the MGEMTIP model; is the background rock conductivity; They correspond to the volume composition, conductivity, surface polarization factor and equivalent spherical radius of the i- th rock mineral relative to the background mineral;
模型表征单元中Cole-Cole模型形式的MGEMTIP模型中的电导率模型为:The conductivity model in the MGEMTIP model in the form of the Cole-Cole model in the model characterization unit is:
其中,表征背景介质的有效空间占比;表征第i种岩石矿物对应的弛豫时间;为岩石矿物对应的极化率;为复数虚部,为圆频率;in, Characterize the effective space proportion of the background medium; Characterize the relaxation time corresponding to the i- th rock mineral; is the polarizability corresponding to rock minerals; is the complex imaginary part, The circular frequency ;
激电模型获取单元中基于MGEMTIP模型的理论激电模型表达式为:The theoretical IP model expression based on the MGEMTIP model in the IP model acquisition unit is:
其中,为非饱和条件下的岩石电导率;和分别为孔隙流体电导率和流体孔隙度,为粘土含量,和分别为岩石孔隙和粘土的胶结指数;为孔隙流体的饱和度,为孔隙流体的饱和度指数;为高频附加等效电导率,满足,为粘土电导率;为研究尺度内离散后的粘土尺度总数,;为其中第i种尺度粘土矿物的有效占比;为测量角频率。in, is the rock conductivity under unsaturated conditions; and are the pore fluid conductivity and fluid porosity, respectively. is the clay content, and are the cementation indexes of rock pores and clay, respectively; is the saturation of pore fluid, is the saturation index of pore fluid; is the high frequency additional equivalent conductivity, satisfying , is the electrical conductivity of clay; is the total number of discretized clay scales within the research scale, ; is the effective proportion of clay minerals of the i -th scale; To measure the angular frequency.
进一步优选地,岩石激电参数包括岩石电阻率以及极化率;储层物性参数包括待测靶区的孔隙度、饱和度以及粘土含量;模型参数包括岩石孔隙和粘土的胶结指数、孔隙流体的饱和度指数以及粘土的电导率。Further preferably, the rock induced polarization parameters include rock resistivity and polarizability; the reservoir physical property parameters include porosity, saturation and clay content of the target area to be measured; and the model parameters include the cementation index of rock pores and clay, the saturation index of pore fluid and the conductivity of clay.
进一步优选地,激电参数测试模块中岩石激电参数为真电阻率和极化率;Further preferably, the rock induced polarization parameter in the induced polarization parameter test module is the true resistivity and polarizability ;
其中,为地层流体电阻率;为孔隙流体电阻率指数;;为岩石地层因子;为高频附加等效电导率;为粘土成分的相对占比;为孔隙流体电导率。in, is the formation fluid resistivity; is the pore fluid resistivity index; ; is the rock stratigraphic factor; is the high frequency additional equivalent conductivity; is the relative proportion of clay components; is the pore fluid conductivity.
综上所述,本申请与现有技术相比,存在以下优势:In summary, compared with the prior art, the present application has the following advantages:
本申请提供了一种各向同性致密砂岩储层的岩石激电参数获取方法,基于MGEMTIP模型提出的一种各向同性致密砂岩储层激电建模方法,建立了含粘土矿物条件下的储层砂岩随孔隙度、水饱和度及粘土含量变化的激电模型,可以有效表征靶区储层在不同孔隙度、水饱和度及粘土含量条件下的真电阻率与极化率,针对储层的预测结果精确,真电阻率与极化率平均相对误差可低至10%和20%以内,弥补了常规测井测试无法观测激电特征(真电阻率与极化率)的问题,可为基于时频电磁勘探反演提供地电模型,提高反演稳定性,降低反演非唯一性,同时为储层解释提供理论依据与实验基础。The present application provides a method for obtaining rock induced polarization parameters of an isotropic tight sandstone reservoir, and proposes an induced polarization modeling method for an isotropic tight sandstone reservoir based on the MGEMTIP model. An induced polarization model of reservoir sandstone under clay mineral conditions that changes with porosity, water saturation and clay content is established. The method can effectively characterize the true resistivity and polarizability of the target reservoir under different porosity, water saturation and clay content conditions. The prediction results for the reservoir are accurate, and the average relative errors of the true resistivity and polarizability can be as low as 10% and 20%, respectively. This makes up for the problem that conventional logging tests cannot observe induced polarization characteristics (true resistivity and polarizability). The method can provide a geoelectric model for inversion based on time-frequency electromagnetic exploration, improve the inversion stability, reduce the non-uniqueness of the inversion, and provide a theoretical basis and experimental foundation for reservoir interpretation.
应当理解的是,上述装置用于执行上述实施例中的方法,系统中相应的程序模块,其实现原理和技术效果与上述方法中的描述类似,该系统的工作过程可参考上述方法中的对应过程,此处不再赘述。It should be understood that the above-mentioned device is used to execute the method in the above-mentioned embodiment. The implementation principle and technical effect of the corresponding program module in the system are similar to those described in the above-mentioned method. The working process of the system can refer to the corresponding process in the above-mentioned method and will not be repeated here.
本领域的技术人员容易理解,以上所述仅为本申请的较佳实施例而已,并不用以限制本申请,凡在本申请的精神和原则之内所作的任何修改、等同替换和改进等,均应包含在本申请的保护范围之内。It will be easily understood by those skilled in the art that the above description is only a preferred embodiment of the present application and is not intended to limit the present application. Any modifications, equivalent substitutions and improvements made within the spirit and principles of the present application shall be included in the scope of protection of the present application.
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