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CN108226002A - The method that secondary porosity is obtained based on scale Electrical imaging secondary porosity spectrum cutoff value - Google Patents

The method that secondary porosity is obtained based on scale Electrical imaging secondary porosity spectrum cutoff value Download PDF

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CN108226002A
CN108226002A CN201711271137.0A CN201711271137A CN108226002A CN 108226002 A CN108226002 A CN 108226002A CN 201711271137 A CN201711271137 A CN 201711271137A CN 108226002 A CN108226002 A CN 108226002A
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冯进
管耀
高楚桥
赵彬
宁玉萍
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China National Offshore Oil Corp CNOOC
China National Offshore Oil Corp Shenzhen Branch
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China National Offshore Oil Corp CNOOC
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Abstract

The invention discloses it is a kind of based on scale Electrical imaging secondary porosity spectrum cutoff value obtain secondary porosity method, including:S1, secondary porosity spectrum cutoff value calculation formula is established:Secondary porosity composes cutoff value=a × δ+porosity intermediate value, and a is fixed coefficient, and δ is the porosity variance in selected window in minimal amount of porosity and porosity median value range on electric imaging logging image;S2, rock core secondary porosity is calculated using rock core nuclear magnetic resonance T 2 spectrum;S3, the numerical value using fixed coefficient a in the rock core secondary porosity scale secondary porosity spectrum cutoff value calculation formula of rock core nuclear magnetic resonance T 2 spectrum calculating gained, to obtain secondary porosity after scale.The present invention uses rock core nuclear magnetic resonance T 2 spectrum scale, the fixed coefficient a in secondary porosity spectrum cutoff value calculation formula is obtained using the method for Approach by inchmeal, the reliability of secondary porosity spectrum cutoff value result of calculation is increased, and then obtains the high secondary porosity acquisition methods of accuracy.

Description

基于刻度电成像次生孔隙度谱截止值获取次生孔隙度的方法A Method for Acquiring Secondary Porosity Based on the Cutoff Value of Scaled Electric Imaging Secondary Porosity Spectrum

技术领域technical field

本发明涉及碳酸盐岩储层次生孔隙度获取技术领域,尤其涉及一种基于刻度电成像次生孔隙度谱截止值获取次生孔隙度的方法。The invention relates to the technical field of acquiring secondary porosity of carbonate reservoirs, in particular to a method for acquiring secondary porosity based on the cut-off value of the secondary porosity spectrum of calibration electrical imaging.

背景技术Background technique

碳酸盐岩储层具有基质孔隙(原生孔隙)和次生孔隙同时发育、孔喉结构复杂、储集空间多样、储层非均质性强等储层特征。由于成岩作用等影响,原生孔隙往往难以有效保存,而次生孔隙的孔径通常比原生孔隙的孔径大,渗透性也好于原生孔隙,为碳酸盐岩储层中油气的主要储集空间和运输通道,因此开展碳酸盐岩储层次生孔隙度测井评价方法研究,尤其是准确计算次生孔隙度,对于碳酸盐岩储层有效性评价具有重要的意义,亦能够为油田开发方案制定和调整、有效提高采收率提供理论依据。Carbonate reservoirs have the characteristics of simultaneous development of matrix pores (primary pores) and secondary pores, complex pore-throat structures, diverse storage spaces, and strong reservoir heterogeneity. Due to diagenesis and other effects, it is often difficult to effectively preserve the primary pores, while the secondary pores are usually larger in diameter and better in permeability than the primary pores, and are the main storage space and space for oil and gas in carbonate reservoirs. Therefore, it is of great significance for the evaluation of the effectiveness of carbonate reservoirs to carry out the research on the logging evaluation method of secondary porosity in carbonate reservoirs, especially the accurate calculation of secondary porosity, and it can also contribute to the Provide a theoretical basis for formulating and adjusting plans and effectively enhancing oil recovery.

由于次生孔隙的形成受到溶蚀作用、胶结作用、成岩作用、生物作用等一系列因素的控制,单一测井参数与次生孔隙度的响应关系一般较差,使用常规测井资料无法有效评价次生孔隙度,因此目前国内外均采用电成像测井资料进行次生孔隙度测井评价研究,其中计算次生孔隙度的方法主要分为以下3个步骤:Since the formation of secondary pores is controlled by a series of factors such as dissolution, cementation, diagenesis, and biological processes, the response relationship between a single logging parameter and secondary porosity is generally poor, and conventional logging data cannot effectively evaluate the secondary porosity. Therefore, electrical imaging logging data are used to conduct secondary porosity logging evaluation research at home and abroad, and the calculation method of secondary porosity is mainly divided into the following three steps:

(1)利用电成像测井资料计算储层孔隙度谱:首先选取一个电成像测井图像窗口,将窗口内的井壁冲洗带电导率值转换为井壁冲洗带电阻率值,利用阿尔奇公式将井壁冲洗带电阻率矩阵转换为每个成像测井像素点的孔隙度大小,再对储层某一深度范围内的孔隙度值在不同的孔隙度值区间内进行频数统计,并将统计后的结果在坐标系内绘制成频率直方图,该频率直方图即地层的电成像孔隙度谱。(1) Calculation of reservoir porosity spectrum using electrical imaging logging data: first select an electrical imaging logging image window, convert the conductivity value of the borehole wall flushing zone in the window into the resistivity value of the borehole wall flushing zone, and use Archie The formula converts the resistivity matrix of the wellbore flushing zone into the porosity of each image logging pixel point, and then performs frequency statistics on the porosity values in a certain depth range of the reservoir in different porosity value intervals, and The statistical results are drawn into a frequency histogram in the coordinate system, and the frequency histogram is the electrical imaging porosity spectrum of the formation.

(2)计算孔隙度谱中区分原生孔隙和次生孔隙的截止值:斯伦贝谢公司的B.M.Newberry等在1996年提出的基于孔隙度中值的Newberry孔隙度谱截止值计算方法和T.S.Ramakrishnan等在1997年提出的基于标准线性判别式分析的判别式孔隙度谱截止值计算方法是目前的主流计算方法,这两种孔隙度谱截止值计算方法均为基于孔隙度的数学计算方法,既能够反映出储层孔隙性特征,又不受孔隙度谱形态特征的影响,但孔隙度谱截止值计算精度取决于地区经验系数的取值,计算方法适用性和计算结果可靠性不高,直接影响到下个步骤中次生孔隙度的计算精度。国内的史飞洲等人为了解决这些问题,提出了基于孔隙度谱形状的高斯函数拟合孔隙度谱截止值法计算方法,但该方法的计算精度与孔隙度谱形状关系密切,不适用于孔隙度谱中双峰间距较大的情况,在碳酸盐岩储层中的应用受到局限。(2) Calculating the cut-off value for distinguishing primary pores and secondary pores in the porosity spectrum: the Newberry porosity spectrum cut-off value calculation method based on the median value of porosity proposed by B.M.Newberry of Schlumberger in 1996 and T.S.Ramakrishnan The discriminant porosity spectrum cut-off value calculation method based on standard linear discriminant analysis proposed by et al. in 1997 is the current mainstream calculation method. It can reflect the porosity characteristics of the reservoir and is not affected by the morphological characteristics of the porosity spectrum. However, the calculation accuracy of the cut-off value of the porosity spectrum depends on the value of the regional empirical coefficient. The applicability of the calculation method and the reliability of the calculation results are not high. It affects the calculation accuracy of secondary porosity in the next step. In order to solve these problems, Shi Feizhou and others in China proposed a calculation method based on the Gaussian function fitting porosity spectrum cut-off value method based on the shape of the porosity spectrum, but the calculation accuracy of this method is closely related to the shape of the porosity spectrum, and it is not suitable for In the case of a large distance between the double peaks in the spectrum, the application in carbonate reservoirs is limited.

(3)基于次生孔隙度谱截止值的储层次生孔隙度计算:依据孔隙度谱截止值计算结果在孔隙度谱中确定原生孔隙和次生孔隙的分界线,对该分界线后侧的次生孔隙谱包络线所包围的面积进行积分,积分计算结果即为次生孔隙度。(3) Calculation of reservoir secondary porosity based on the cut-off value of the secondary porosity spectrum: according to the calculation result of the cut-off value of the porosity spectrum, the boundary line between primary pores and secondary pores is determined in the porosity spectrum. Integrate the area enclosed by the envelope of the secondary pore spectrum, and the integral calculation result is the secondary porosity.

依据以上计算碳酸盐岩储层次生孔隙度的方法和步骤,借助电成像测井资料,有效解决了无法使用常规测井计算碳酸盐岩次生孔隙度的难题。但在次生孔隙度计算环节,或者计算精度过度依赖地区经验参数,参数选择缺乏理论根据。此外,计算精度也会受到孔隙度谱形态影响,方法适用性受到限制。Based on the above methods and steps for calculating the secondary porosity of carbonate rock reservoirs, with the help of electrical imaging logging data, the problem that conventional logging cannot be used to calculate the secondary porosity of carbonate rocks has been effectively solved. However, in the calculation of secondary porosity, or the calculation accuracy is too dependent on regional empirical parameters, the selection of parameters lacks theoretical basis. In addition, the calculation accuracy will also be affected by the shape of the porosity spectrum, which limits the applicability of the method.

因此,有必要需要建立新的次生孔隙度获取方法,以达到提高次生孔隙度精度的需求。Therefore, it is necessary to establish a new secondary porosity acquisition method to meet the demand for improving the accuracy of secondary porosity.

发明内容Contents of the invention

本发明要解决的技术问题在于,提供一种提高可靠性和准确性的基于刻度电成像次生孔隙度谱截止值获取次生孔隙度的方法。The technical problem to be solved by the present invention is to provide a method for obtaining secondary porosity based on the cut-off value of the secondary porosity spectrum of the scale electrical imaging with improved reliability and accuracy.

本发明解决其技术问题所采用的技术方案是:提供一种基于刻度电成像次生孔隙度谱截止值获取次生孔隙度的方法,包括以下步骤:The technical solution adopted by the present invention to solve the technical problem is to provide a method for obtaining secondary porosity based on the cut-off value of the secondary porosity spectrum of scale electric imaging, comprising the following steps:

S1、建立次生孔隙度谱截止值计算公式:S1. Establish the formula for calculating the cut-off value of the secondary porosity spectrum:

次生孔隙度谱截止值=a×δ+孔隙度中值Secondary porosity spectrum cut-off value = a × δ + median value of porosity

其中,a为固定系数,δ为电成像测井图像上所选取窗口中最小孔隙度与孔隙度中值范围内的孔隙度方差,孔隙度中值为所选取窗口中的孔隙度中值;Among them, a is a fixed coefficient, δ is the porosity variance within the range between the minimum porosity and the median porosity in the selected window on the electrical imaging logging image, and the median porosity is the median porosity in the selected window;

S2、使用岩心核磁共振T2谱计算岩心次生孔隙度;S2, using the core nuclear magnetic resonance T2 spectrum to calculate the secondary porosity of the core;

S3、使用岩心核磁共振T2谱计算所得的岩心次生孔隙度刻度次生孔隙度谱截止值计算公式中固定系数a的数值:S3. The value of the fixed coefficient a in the calculation formula of the secondary porosity scale scale secondary porosity spectrum cut-off value calculated by using the core nuclear magnetic resonance T2 spectrum:

采用步骤S1中的次生孔隙度谱截止值计算公式,在1-3之间调整固定系数a的数值,控制次生孔隙度谱截止值计算结果,对截止值之后的孔隙度谱包络线所包围的面积进行积分计算次生孔隙度,获得孔隙度谱次生孔隙度;将逐次计算的孔隙度谱次生孔隙度与步骤S2获得的次生孔隙度进行误差分析,误差最小时对应的a值为刻度后确定值,对应的孔隙度谱次生孔隙度计算结果为刻度后次生孔隙度。Using the formula for calculating the cut-off value of the secondary porosity spectrum in step S1, adjust the value of the fixed coefficient a between 1-3, control the calculation result of the cut-off value of the secondary porosity spectrum, and calculate the envelope of the porosity spectrum after the cut-off value The enclosed area is integrated to calculate the secondary porosity to obtain the secondary porosity of the porosity spectrum; the error analysis is carried out between the secondary porosity of the porosity spectrum calculated successively and the secondary porosity obtained in step S2, and the corresponding The value of a is determined after calibration, and the calculation result of the corresponding porosity spectrum secondary porosity is the secondary porosity after calibration.

优选地,步骤S1中,在电成像测井图像上选取窗口,计算窗口内最小孔隙度与孔隙度中值范围内的孔隙度计数率之和;求取该范围内每个孔隙度的计数率占总计数率的百分比,据此计算最小孔隙度与孔隙度中值范围内的孔隙度方差δ;设置一个固定系数a乘以该方差,得到次生孔隙度谱截止值,获得次生孔隙度谱截止值计算公式。Preferably, in step S1, a window is selected on the electrical imaging logging image, and the sum of the porosity count rate within the minimum porosity and porosity median range within the window is calculated; the count rate of each porosity within the range is calculated The percentage of the total count rate, based on which the porosity variance δ within the range between the minimum porosity and the median porosity is calculated; a fixed coefficient a is multiplied by the variance to obtain the cut-off value of the secondary porosity spectrum, and the secondary porosity Spectral cutoff value calculation formula.

优选地,步骤S2中,根据岩心次生孔隙度的大小等于离心后排出的大孔径孔隙流体体积,依据岩心核磁共振T2谱分布图中峰值特征,得到离心前孔隙度分量中弛豫时间最长的峰开始时间,该开始时间对应次生孔隙度谱T2截止值,获得岩心次生孔隙度=离心前累积总孔隙度-次生孔隙度谱T2截止值对应的离心前累积孔隙度。Preferably, in step S2, according to the size of the secondary porosity of the core is equal to the volume of the large-diameter pore fluid discharged after centrifugation, and according to the peak characteristics in the T2 spectrum distribution diagram of the core NMR, it is obtained that the relaxation time of the porosity component before centrifugation is the longest The peak start time, the start time corresponds to the secondary porosity spectrum T2 cut-off value, obtain the core secondary porosity = cumulative total porosity before centrifugation - cumulative porosity before centrifugation corresponding to the secondary porosity spectrum T2 cut-off value.

优选地,还包括以下步骤:Preferably, the following steps are also included:

S4、计算铸体薄片次生孔隙度;S4, calculating the secondary porosity of the cast body thin section;

S5、利用铸体薄片次生孔隙度验证步骤S3中获取的孔隙度谱次生孔隙度的精度。S5 , verifying the accuracy of the secondary porosity of the porosity spectrum obtained in step S3 by using the secondary porosity of the cast thin section.

优选地,步骤S4中,取步骤S1中电成像测井图像上所选取窗口位置对应的储层,制备铸体薄片;Preferably, in step S4, the reservoir layer corresponding to the selected window position on the electrical imaging logging image in step S1 is taken to prepare a cast thin section;

根据铸体薄片鉴定结果,获得铸体薄片次生孔隙类型及对应的相对含量,拟合铸体薄片总面孔率与总孔隙度的关系,得出铸体薄片总面孔率与总孔隙度的转换关系式,将次生孔隙面孔率换算为铸体薄片次生孔隙度。According to the identification results of the casting flakes, the type of secondary pores and the corresponding relative content of the casting flakes are obtained, and the relationship between the total surface porosity and the total porosity of the casting flakes is fitted to obtain the conversion between the total surface porosity and the total porosity of the casting flakes The relational expression converts the surface porosity of secondary pores into the secondary porosity of cast thin slices.

优选地,所述铸体薄片次生孔隙类型包括粒间溶孔、粒内溶孔、基质溶孔、构造溶蚀缝。Preferably, the types of secondary pores in the casting sheet include intergranular dissolution pores, intragranular dissolution pores, matrix dissolution pores, and structural dissolution fractures.

优选地,步骤S5中,通过铸体薄片次生孔隙度和孔隙度谱计算次生孔隙度之间的平均绝对误差,验证获取的孔隙度谱次生孔隙度的准确性。Preferably, in step S5, the average absolute error between the secondary porosity calculated from the cast thin section and the porosity spectrum is used to verify the accuracy of the acquired porosity spectrum secondary porosity.

优选地,步骤S5中,所述平均绝对误差小于5%Preferably, in step S5, the mean absolute error is less than 5%

本发明提供另一种基于刻度电成像次生孔隙度谱截止值获取次生孔隙度的方法,包括以下步骤:The present invention provides another method for obtaining secondary porosity based on the cut-off value of the secondary porosity spectrum of the scale electric imaging, comprising the following steps:

S1、建立次生孔隙度谱截止值计算公式:S1. Establish the formula for calculating the cut-off value of the secondary porosity spectrum:

次生孔隙度谱截止值=a+平均孔隙度Secondary porosity spectrum cut-off value = a + average porosity

其中,a为固定系数,平均孔隙度是电成像测井图像上所选取窗口中所有孔隙度的算数平均值;Among them, a is a fixed coefficient, and the average porosity is the arithmetic mean value of all porosities in the selected window on the electrical imaging logging image;

S2、使用岩心核磁共振T2谱计算岩心次生孔隙度;S2, using the core nuclear magnetic resonance T2 spectrum to calculate the secondary porosity of the core;

S3、使用岩心核磁共振T2谱计算所得的岩心次生孔隙度刻度次生孔隙度谱截止值计算公式中固定系数a的数值:S3. The value of the fixed coefficient a in the calculation formula of the secondary porosity scale scale secondary porosity spectrum cut-off value calculated by using the core nuclear magnetic resonance T2 spectrum:

采用步骤S1中的次生孔隙度谱截止值计算公式,在1-3之间调整固定系数a的数值,控制次生孔隙度谱截止值计算结果,对截止值之后的孔隙度谱包络线所包围的面积进行积分计算次生孔隙度,获得孔隙度谱次生孔隙度;将逐次计算的孔隙度谱次生孔隙度与步骤S2获得的次生孔隙度进行误差分析,误差最小时对应的a值为刻度后确定值,对应的孔隙度谱次生孔隙度计算结果为刻度后次生孔隙度。Using the formula for calculating the cut-off value of the secondary porosity spectrum in step S1, adjust the value of the fixed coefficient a between 1-3, control the calculation result of the cut-off value of the secondary porosity spectrum, and calculate the envelope of the porosity spectrum after the cut-off value The enclosed area is integrated to calculate the secondary porosity to obtain the secondary porosity of the porosity spectrum; the error analysis is carried out between the secondary porosity of the porosity spectrum calculated successively and the secondary porosity obtained in step S2, and the corresponding The value of a is determined after calibration, and the calculation result of the corresponding porosity spectrum secondary porosity is the secondary porosity after calibration.

优选地,步骤S2中,根据岩心次生孔隙度的大小等于离心后排出的大孔径孔隙流体体积,依据岩心核磁共振T2谱分布图中峰值特征,得到离心前孔隙度分量中弛豫时间最长的峰开始时间,该开始时间对应次生孔隙度谱T2截止值,获得岩心次生孔隙度=离心前累积总孔隙度-次生孔隙度谱T2截止值对应的离心前累积孔隙度。Preferably, in step S2, according to the size of the secondary porosity of the core is equal to the volume of the large-diameter pore fluid discharged after centrifugation, and according to the peak characteristics in the T2 spectrum distribution diagram of the core NMR, it is obtained that the relaxation time of the porosity component before centrifugation is the longest The peak start time, the start time corresponds to the secondary porosity spectrum T2 cut-off value, obtain the core secondary porosity = cumulative total porosity before centrifugation - cumulative porosity before centrifugation corresponding to the secondary porosity spectrum T2 cut-off value.

本发明的有益效果:采用岩心核磁共振T2谱刻度,利用逐次逼近的方法获取次生孔隙度谱截止值计算公式中的固定系数a,极大增加了次生孔隙度谱截止值计算结果的可靠性,进而获得准确性高的次生孔隙度获取方法。Beneficial effects of the present invention: adopt rock core nuclear magnetic resonance T2 spectrum scale, utilize the method of successive approximation to obtain the fixed coefficient a in the calculation formula of secondary porosity spectrum cut-off value, greatly increase the reliability of the calculation result of secondary porosity spectrum cut-off value Therefore, a highly accurate secondary porosity acquisition method can be obtained.

利用铸体薄片次生孔隙度验证孔隙度谱次生孔隙度获取的结果,有效保障了次生孔隙度获取结果的准确性。Using the secondary porosity of the casting thin section to verify the results of the secondary porosity acquisition of the porosity spectrum effectively guarantees the accuracy of the secondary porosity acquisition results.

附图说明Description of drawings

下面将结合附图及实施例对本发明作进一步说明,附图中:The present invention will be further described below in conjunction with accompanying drawing and embodiment, in the accompanying drawing:

图1是本发明第一实施例的基于刻度电成像次生孔隙度谱截止值获取次生孔隙度的方法的流程示意图;Fig. 1 is a schematic flowchart of a method for obtaining secondary porosity based on the cut-off value of the secondary porosity spectrum of the scale electric imaging according to the first embodiment of the present invention;

图2是本发明中的碳酸盐岩储层岩心核磁共振T2谱分布图;Fig. 2 is carbonate reservoir rock core nuclear magnetic resonance T2 spectrum distribution figure among the present invention;

图3是本发明中铸体薄片总面孔(缝)率与总孔隙度的拟合关系图。Fig. 3 is a fitting relationship diagram between the total surface porosity (slit) ratio and the total porosity of the cast thin slices in the present invention.

具体实施方式Detailed ways

参考图1,本发明第一实施例的基于刻度电成像次生孔隙度谱截止值获取次生孔隙度的方法,包括以下步骤:Referring to FIG. 1 , the method for obtaining secondary porosity based on the cut-off value of the scale electric imaging secondary porosity spectrum according to the first embodiment of the present invention includes the following steps:

S1、建立次生孔隙度谱截止值计算公式:S1. Establish the formula for calculating the cut-off value of the secondary porosity spectrum:

次生孔隙度谱截止值=a×δ+孔隙度中值Secondary porosity spectrum cut-off value = a × δ + median value of porosity

其中,a为固定系数;δ为电成像测井图像上所选取窗口中最小孔隙度与孔隙度中值范围内的孔隙度方差;孔隙度中值为所选取窗口中孔隙度中值,累计孔隙度分布百分数达到50%时所对应的孔隙度,其物理意义是大于它的孔隙度占50%,小于它的孔隙度也占50%。Among them, a is a fixed coefficient; δ is the porosity variance between the minimum porosity and the median porosity in the selected window on the electrical imaging logging image; the median porosity is the median porosity in the selected window, and the accumulated porosity The porosity corresponding to the degree distribution percentage reaches 50%, its physical meaning is that the porosity larger than it accounts for 50%, and the porosity smaller than it also accounts for 50%.

具体地,步骤S1中,在电成像测井图像上选取窗口,计算窗口内最小孔隙度与孔隙度中值范围内的孔隙度计数率之和;求取窗口内最小孔隙度和孔隙度中值范围内每个孔隙度的计数率占总计数率的百分比,据此计算最小孔隙度与孔隙度中值范围内的孔隙度方差δ;设置一个固定系数a乘以该方差,得到次生孔隙度谱截止值,获得次生孔隙度谱截止值计算公式。Specifically, in step S1, a window is selected on the electrical imaging logging image, and the sum of the porosity count rate within the range of the minimum porosity and the median porosity in the window is calculated; the minimum porosity and the median porosity in the window are calculated The count rate of each porosity in the range accounts for the percentage of the total count rate, and the porosity variance δ in the range between the minimum porosity and the porosity median is calculated accordingly; a fixed coefficient a is multiplied by the variance to obtain the secondary porosity Spectrum cut-off value, the calculation formula of secondary porosity spectrum cut-off value is obtained.

S2、使用岩心核磁共振T2谱计算岩心次生孔隙度。S2. Calculating the secondary porosity of the core by using the T2 spectrum of the nuclear magnetic resonance of the core.

具体地,根据岩心次生孔隙度的大小等于(或近似等于)离心后排出的大孔径孔隙流体体积,依据岩心核磁共振T2谱分布图中峰值特征,得到离心前孔隙度分量中弛豫时间最长的峰开始时间,该开始时间对应次生孔隙度谱T2截止值,获得岩心次生孔隙度=离心前累积总孔隙度-次生孔隙度谱T2截止值对应的离心前累积孔隙度。Specifically, according to the size of the secondary porosity of the core is equal to (or approximately equal to) the volume of large-diameter pore fluid discharged after centrifugation, and according to the peak characteristics of the core NMR T2 spectrum distribution, the minimum relaxation time in the porosity component before centrifugation is obtained. Long peak start time, the start time corresponds to the cut-off value of secondary porosity spectrum T2, the obtained core secondary porosity = cumulative total porosity before centrifugation - cumulative porosity before centrifugation corresponding to the cut-off value of secondary porosity spectrum T2.

S3、使用岩心核磁共振次生孔隙度刻度次生孔隙度谱截止值计算公式中固定系数a的数值:S3. Use the numerical value of the fixed coefficient a in the calculation formula of the secondary porosity spectrum cut-off value of the core NMR secondary porosity scale:

采用步骤S1中的次生孔隙度谱截止值计算公式,在1-3之间调整固定系数a的数值,控制次生孔隙度谱截止值计算结果,对截止值之后的孔隙度谱包络线所包围的面积进行积分计算次生孔隙度,获得孔隙度谱次生孔隙度;将逐次计算的孔隙度谱次生孔隙度与步骤S2获得的次生孔隙度进行误差分析,误差最小时对应的a值为刻度后确定值,对应的孔隙度谱次生孔隙度计算结果为刻度后次生孔隙度。Using the formula for calculating the cut-off value of the secondary porosity spectrum in step S1, adjust the value of the fixed coefficient a between 1-3, control the calculation result of the cut-off value of the secondary porosity spectrum, and calculate the envelope of the porosity spectrum after the cut-off value The enclosed area is integrated to calculate the secondary porosity to obtain the secondary porosity of the porosity spectrum; the error analysis is carried out between the secondary porosity of the porosity spectrum calculated successively and the secondary porosity obtained in step S2, and the corresponding The value of a is determined after calibration, and the calculation result of the corresponding porosity spectrum secondary porosity is the secondary porosity after calibration.

进一步地,本发明第一实施例的基于刻度电成像次生孔隙度谱截止值获取次生孔隙度的方法还包括以下步骤:Further, the method for obtaining secondary porosity based on the cut-off value of the scaled electrical imaging secondary porosity spectrum in the first embodiment of the present invention further includes the following steps:

S4、计算铸体薄片次生孔隙度。S4. Calculating the secondary porosity of the thin section of the cast body.

其中,对应步骤S1中电成像测井图像上所选取窗口,制备铸体薄片。Wherein, corresponding to the window selected on the electrical imaging logging image in step S1, the cast thin slice is prepared.

根据铸体薄片鉴定结果,获得铸体薄片次生孔隙类型和相对含量,拟合铸体薄片总面孔率与总孔隙度的关系,得出铸体薄片总面孔率与总孔隙度的转换关系式,将次生孔隙面孔率换算为铸体薄片次生孔隙度。铸体薄片次生孔隙类型包括粒间溶孔、粒内溶孔、基质溶孔、构造溶蚀缝。上述的铸体薄片总面孔率包括铸体薄片中孔状和缝状孔的总面孔率。According to the identification results of the casting flakes, the type and relative content of the secondary pores of the casting flakes are obtained, and the relationship between the total surface porosity and the total porosity of the casting flakes is fitted, and the conversion relation between the total surface porosity and the total porosity of the casting flakes is obtained , the surface porosity of the secondary pores is converted to the secondary porosity of the casting sheet. The types of secondary pores in casting thin sections include intergranular dissolution pores, intragranular dissolution pores, matrix dissolution pores, and structural dissolution fractures. The above-mentioned total surface porosity of the cast sheet includes the total surface porosity of holes and slot-like holes in the cast sheet.

S5、利用铸体薄片次生孔隙度验证步骤S3中获取的孔隙度谱次生孔隙度的精度:S5. Verify the accuracy of the secondary porosity of the porosity spectrum obtained in step S3 by using the secondary porosity of the cast thin section:

通过铸体薄片次生孔隙度和孔隙度谱计算次生孔隙度之间的平均绝对误差,验证获取的孔隙度谱次生孔隙度的准确性(即精度)。The average absolute error between the secondary porosity and the porosity spectrum calculation of the cast thin section is used to verify the accuracy (ie precision) of the acquired porosity spectrum secondary porosity.

若验证结果符合相关要求的精度,则输出次生孔隙度获取结果;若否,则返回步骤S3对次生孔隙度谱截止值再次确定,直至符合获取精度。If the verification result meets the accuracy required, output the secondary porosity acquisition result; if not, return to step S3 to determine the cut-off value of the secondary porosity spectrum again until it meets the acquisition accuracy.

本发明第二实施例的基于刻度电成像次生孔隙度谱截止值获取次生孔隙度的方法,包括以下步骤:The method for obtaining secondary porosity based on the cut-off value of the secondary porosity spectrum of the scale electric imaging in the second embodiment of the present invention includes the following steps:

S1、建立次生孔隙度谱截止值计算公式:S1. Establish the formula for calculating the cut-off value of the secondary porosity spectrum:

次生孔隙度谱截止值=a+平均孔隙度Secondary porosity spectrum cut-off value = a + average porosity

其中,a为固定系数,平均孔隙度是电成像测井图像上所选取窗口中所有孔隙度的算数平均值。Among them, a is a fixed coefficient, and the average porosity is the arithmetic mean value of all porosities in the selected window on the electrical imaging logging image.

S2、使用岩心核磁共振T2谱计算岩心次生孔隙度。S2. Calculating the secondary porosity of the core by using the T2 spectrum of the nuclear magnetic resonance of the core.

具体地,根据岩心次生孔隙度的大小等于(或近似等于)离心后排出的大孔径孔隙流体体积,依据岩心核磁共振T2谱分布图中峰值特征,得到离心前孔隙度分量中弛豫时间最长的峰开始时间,该开始时间对应次生孔隙度谱T2截止值,获得岩心次生孔隙度=离心前累积总孔隙度-次生孔隙度谱T2截止值对应的离心前累积孔隙度。Specifically, according to the size of the secondary porosity of the core is equal to (or approximately equal to) the volume of large-diameter pore fluid discharged after centrifugation, and according to the peak characteristics of the core NMR T2 spectrum distribution, the minimum relaxation time in the porosity component before centrifugation is obtained. Long peak start time, the start time corresponds to the cut-off value of secondary porosity spectrum T2, the obtained core secondary porosity = cumulative total porosity before centrifugation - cumulative porosity before centrifugation corresponding to the cut-off value of secondary porosity spectrum T2.

S3、使用岩心核磁共振T2谱计算所得的岩心次生孔隙度刻度次生孔隙度谱截止值计算公式中固定系数a的数值:S3. The value of the fixed coefficient a in the calculation formula of the secondary porosity scale scale secondary porosity spectrum cut-off value calculated by using the core nuclear magnetic resonance T2 spectrum:

采用步骤S1中的次生孔隙度谱截止值计算公式,在1-3之间调整固定系数a的数值,控制次生孔隙度谱截止值计算结果,对截止值之后的孔隙度谱包络线所包围的面积进行积分计算次生孔隙度,获得孔隙度谱次生孔隙度;将逐次计算的孔隙度谱次生孔隙度与步骤S2获得的次生孔隙度进行误差分析,误差最小时对应的a值为刻度后确定值,对应的孔隙度谱次生孔隙度计算结果为刻度后次生孔隙度。Using the formula for calculating the cut-off value of the secondary porosity spectrum in step S1, adjust the value of the fixed coefficient a between 1-3, control the calculation result of the cut-off value of the secondary porosity spectrum, and calculate the envelope of the porosity spectrum after the cut-off value The enclosed area is integrated to calculate the secondary porosity to obtain the secondary porosity of the porosity spectrum; the error analysis is carried out between the secondary porosity of the porosity spectrum calculated successively and the secondary porosity obtained in step S2, and the corresponding The value of a is determined after calibration, and the calculation result of the corresponding porosity spectrum secondary porosity is the secondary porosity after calibration.

进一步地,本发明第二实施例的基于刻度电成像次生孔隙度谱截止值获取次生孔隙度的方法还包括以下步骤:Further, the method for obtaining secondary porosity based on the cut-off value of the secondary porosity spectrum of the second embodiment of the present invention further includes the following steps:

S4、计算铸体薄片次生孔隙度。S4. Calculating the secondary porosity of the thin section of the cast body.

S5、利用铸体薄片次生孔隙度验证步骤S3中获取的孔隙度谱次生孔隙度的精度。S5 , verifying the accuracy of the secondary porosity of the porosity spectrum obtained in step S3 by using the secondary porosity of the cast thin section.

步骤S4和S5具体操作可参照上述第一实施例相关所述。For the specific operations of steps S4 and S5, reference may be made to the relevant descriptions of the above-mentioned first embodiment.

下面以珠江口盆地流花11-1生物礁灰岩油田为例,以LH11-1-D5P1井进行目的层段次生孔隙度获取为例详细阐述本发明:Taking the Liuhua 11-1 reef limestone oilfield in the Pearl River Mouth Basin as an example, and taking LH11-1-D5P1 well as an example to obtain the secondary porosity of the target interval, the present invention will be described in detail below:

步骤1、建立次生孔隙度谱截止值计算公式:在电成像测井图像上选取窗口,窗口大小根据实际情况决定。计算窗口内最小孔隙度与孔隙度中值范围内的孔隙度计数率之和,求取该范围内每个孔隙度的计数率占总计数率的百分比,据此计算最小孔隙度与孔隙度中值范围内的孔隙度方差,设置一个固定系数a乘以该方差,得到次生孔隙度谱截止值。计算公式为:Step 1. Establish the formula for calculating the cut-off value of the secondary porosity spectrum: select a window on the electrical imaging logging image, and the size of the window is determined according to the actual situation. Calculate the sum of the porosity count rates within the range of the minimum porosity and the median porosity in the window, calculate the percentage of the count rate of each porosity within the range to the total count rate, and calculate the minimum porosity and porosity median The porosity variance within the value range, set a fixed coefficient a and multiply this variance to obtain the cut-off value of the secondary porosity spectrum. The calculation formula is:

次生孔隙度谱截止值=a×δ+孔隙度中值Secondary porosity spectrum cut-off value = a × δ + median value of porosity

式中:δ—最小孔隙度与孔隙度中值范围内的孔隙度方差;In the formula: δ—porosity variance within the range of minimum porosity and porosity median;

a—固定系数,该系数决定次生孔隙度谱截止值计算精度。a—Fixed coefficient, which determines the calculation accuracy of cut-off value of secondary porosity spectrum.

步骤2、使用岩心核磁共振T2谱计算岩心次生孔隙度:如图2所示,其为碳酸盐岩储层岩心核磁共振T2谱分布图,曲线1为岩样离心前孔隙度分量,呈现出明显的三峰特征,一般认为弛豫时间较长的第三个峰表示大孔径孔隙,即次生孔隙;曲线2为岩样离心后孔隙度分量,呈现明显的双峰特征,离心前孔隙度分量中弛豫时间最长的第三个峰消失,说明大孔径孔隙里的流体因为离心作用排出。曲线3和曲线4分别为离心前累积和离心后累积。Step 2. Calculate the core secondary porosity using the core NMR T2 spectrum: as shown in Figure 2, it is the distribution map of the carbonate reservoir core NMR T2 spectrum, and curve 1 is the porosity component before centrifugation of the rock sample, showing It is generally believed that the third peak with a longer relaxation time represents large-diameter pores, that is, secondary pores; Curve 2 is the porosity component after centrifugation of the rock sample, showing obvious double-peak characteristics, and the porosity before centrifugation The third peak with the longest relaxation time in the component disappears, indicating that the fluid in the large-diameter pores is discharged due to centrifugal action. Curve 3 and curve 4 are the accumulation before centrifugation and the accumulation after centrifugation, respectively.

次生孔隙度大小近似等于离心后排出的大孔径孔隙流体体积。找到离心前孔隙度分量中弛豫时间最长的第三个峰开始时间,该时间对应次生孔隙度谱T2截止值,离心前累积总孔隙度减去次生孔隙度谱T2截止值对应的离心前累积孔隙度即为次生孔隙度。The size of secondary porosity is approximately equal to the volume of large-diameter pore fluid discharged after centrifugation. Find the start time of the third peak with the longest relaxation time in the porosity component before centrifugation, which corresponds to the T2 cut-off value of the secondary porosity spectrum, and the cumulative total porosity before centrifugation minus the T2 cut-off value of the secondary porosity spectrum corresponds to The cumulative porosity before centrifugation is the secondary porosity.

步骤3、使用岩心核磁共振次生孔隙度刻度次生孔隙度计算公式中的固定系数a值:采用步骤1中的次生孔隙度谱截止值计算公式,通过调整计算公式中的固定系数a的数值(1-3之间)控制次生孔隙度谱截止值计算结果,对截止值之后的孔隙度谱包络线所包围的面积进行积分计算次生孔隙度。Step 3, use the fixed coefficient a value in the secondary porosity calculation formula of the core nuclear magnetic resonance secondary porosity scale: adopt the secondary porosity spectrum cut-off value calculation formula in step 1, by adjusting the fixed coefficient a in the calculation formula The value (between 1 and 3) controls the calculation result of the cut-off value of the secondary porosity spectrum, and the area enclosed by the envelope of the porosity spectrum after the cut-off value is integrated to calculate the secondary porosity.

将LH11-1-D5P1井目的层段逐次计算的孔隙度谱次生孔隙度与核磁共振T2谱计算次生孔隙度进行误差分析,当a取1.01时,计算得到的次生孔隙度与核磁共振T2谱计算次生孔隙度误差最小,由此确定次生孔隙度谱截止值公式中的固定系数a为1.01,完成对次生孔隙度的刻度。The error analysis of the secondary porosity of the porosity spectrum and the secondary porosity calculated by the nuclear magnetic resonance T2 spectrum of the target interval of the LH11-1-D5P1 well is carried out. When a is set to 1.01, the calculated secondary porosity and nuclear magnetic resonance T2 spectrum calculation of secondary porosity has the smallest error, so the fixed coefficient a in the cut-off value formula of secondary porosity spectrum is determined to be 1.01, and the calibration of secondary porosity is completed.

步骤4、计算铸体薄片次生孔隙度:根据LH11-1-D5P1井1399.5m位置铸体薄片鉴定结果,得出薄片粒间溶孔、粒内溶孔、基质溶孔、构造溶蚀缝分别为2%、5%、2%、3%,即次生面孔(缝)率为12%。Step 4. Calculating the secondary porosity of the casting sheet: According to the identification results of the casting sheet at 1399.5m in Well LH11-1-D5P1, the intergranular dissolution pores, intragranular dissolution pores, matrix dissolution pores, and structural dissolution fractures of the sheet are obtained as 2%, 5%, 2%, 3%, that is, the secondary face (seam) rate is 12%.

图3为铸体薄片总面孔(缝)率与总孔隙度的拟合关系图,由此得出铸体薄片面孔(缝)率与总孔隙度的一个实施例的转换关系式y=0.61x+6.75,将次生孔隙面孔(缝)率换算为铸体薄片次生孔隙度。Fig. 3 is a fitting relationship diagram of the total surface porosity (seam) rate and the total porosity of the cast body sheet, thus drawing the transformation relationship y=0.61x of an embodiment of the cast body sheet surface (seam) rate and the total porosity +6.75, the secondary porosity surface (slit) ratio is converted to the secondary porosity of the casting sheet.

步骤5、利用铸体薄片次生孔隙度验证孔隙度谱次生孔隙度的精度:如下表1所示计算LH11-1-D5P1井1389-1470m目的层段内铸体薄片次生孔隙度和孔隙度谱计算次生孔隙度之间的平均绝对误差和平均相对误差分别为0.86%和7.7%,证明获取的次生孔隙度谱的精度较高。Step 5. Verify the accuracy of the secondary porosity of the porosity spectrum by using the secondary porosity of the casting thin section: calculate the secondary porosity and porosity of the casting thin section in the 1389-1470m target interval of Well LH11-1-D5P1 as shown in Table 1 below The average absolute error and average relative error between the calculated secondary porosity of the spectrum are 0.86% and 7.7%, respectively, which proves that the acquired secondary porosity spectrum has high accuracy.

表1次生孔隙度精度分析Table 1 Accuracy analysis of secondary porosity

通过将铸体薄片和核磁共振两种刻度方法获取次生孔隙度进行对比,孔隙度谱获取次生孔隙度与铸体薄片次生孔隙度、核磁共振T2谱计算次生孔隙度吻合关系好。By comparing the secondary porosity obtained by casting thin section and nuclear magnetic resonance two calibration methods, the secondary porosity obtained by porosity spectrum is in good agreement with the secondary porosity of casting thin section and the secondary porosity calculated by nuclear magnetic resonance T2 spectrum.

以上所述仅为本发明的实施例,并非因此限制本发明的专利范围,凡是利用本发明说明书及附图内容所作的等效结构或等效流程变换,或直接或间接运用在其他相关的技术领域,均同理包括在本发明的专利保护范围内。The above is only an embodiment of the present invention, and does not limit the patent scope of the present invention. Any equivalent structure or equivalent process transformation made by using the description of the present invention and the contents of the accompanying drawings, or directly or indirectly used in other related technologies fields, are all included in the scope of patent protection of the present invention in the same way.

Claims (10)

1.一种基于刻度电成像次生孔隙度谱截止值获取次生孔隙度的方法,其特征在于,包括以下步骤:1. A method for obtaining secondary porosity based on scale electric imaging secondary porosity spectrum cut-off value, is characterized in that, comprises the following steps: S1、建立次生孔隙度谱截止值计算公式:S1. Establish the formula for calculating the cut-off value of the secondary porosity spectrum: 次生孔隙度谱截止值=a×δ+孔隙度中值Cut-off value of secondary porosity spectrum = a × δ + median value of porosity 其中,a为固定系数,δ为电成像测井图像上所选取窗口中最小孔隙度与孔隙度中值范围内的孔隙度方差,孔隙度中值为所选取窗口中的孔隙度中值;Among them, a is a fixed coefficient, δ is the porosity variance within the range between the minimum porosity and the median porosity in the selected window on the electrical imaging logging image, and the median porosity is the median porosity in the selected window; S2、使用岩心核磁共振T2谱计算岩心次生孔隙度;S2, using the core nuclear magnetic resonance T2 spectrum to calculate the secondary porosity of the core; S3、使用岩心核磁共振T2谱计算所得的岩心次生孔隙度刻度次生孔隙度谱截止值计算公式中固定系数a的数值:S3. The value of the fixed coefficient a in the calculation formula of the secondary porosity scale scale secondary porosity spectrum cut-off value calculated by using the core nuclear magnetic resonance T2 spectrum: 采用步骤S1中的次生孔隙度谱截止值计算公式,在1-3之间调整固定系数a的数值,控制次生孔隙度谱截止值计算结果,对截止值之后的孔隙度谱包络线所包围的面积进行积分计算次生孔隙度,获得孔隙度谱次生孔隙度;将逐次计算的孔隙度谱次生孔隙度与步骤S2获得的次生孔隙度进行误差分析,误差最小时对应的a值为刻度后确定值,对应的孔隙度谱次生孔隙度计算结果为刻度后次生孔隙度。Using the formula for calculating the cut-off value of the secondary porosity spectrum in step S1, adjust the value of the fixed coefficient a between 1-3, control the calculation result of the cut-off value of the secondary porosity spectrum, and calculate the envelope of the porosity spectrum after the cut-off value The enclosed area is integrated to calculate the secondary porosity to obtain the secondary porosity of the porosity spectrum; the error analysis is carried out between the secondary porosity of the porosity spectrum calculated successively and the secondary porosity obtained in step S2, and the corresponding The value of a is determined after calibration, and the calculation result of the corresponding porosity spectrum secondary porosity is the secondary porosity after calibration. 2.根据权利要求1所述的基于刻度电成像次生孔隙度谱截止值获取次生孔隙度的方法,其特征在于,步骤S1中,在电成像测井图像上选取窗口,计算窗口内最小孔隙度与孔隙度中值范围内的孔隙度计数率之和;求取该范围内每个孔隙度的计数率占总计数率的百分比,据此计算最小孔隙度与孔隙度中值范围内的孔隙度方差δ;设置一个固定系数a乘以该方差,得到次生孔隙度谱截止值,获得次生孔隙度谱截止值计算公式。2. The method for obtaining secondary porosity based on the cut-off value of the scale electrical imaging secondary porosity spectrum according to claim 1, characterized in that, in step S1, a window is selected on the electrical imaging logging image, and the minimum value in the calculation window is The sum of porosity count rates within the range of porosity and porosity median; calculate the percentage of the count rate of each porosity within the range to the total count rate, and calculate the minimum porosity and porosity median within the range Porosity variance δ; set a fixed coefficient a and multiply this variance to obtain the cut-off value of the secondary porosity spectrum, and obtain the calculation formula of the cut-off value of the secondary porosity spectrum. 3.根据权利要求1所述的基于刻度电成像次生孔隙度谱截止值获取次生孔隙度的方法,其特征在于,步骤S2中,根据岩心次生孔隙度的大小等于离心后排出的大孔径孔隙流体体积,依据岩心核磁共振T2谱分布图中峰值特征,得到离心前孔隙度分量中弛豫时间最长的峰开始时间,该开始时间对应次生孔隙度谱T2截止值,获得岩心次生孔隙度=离心前累积总孔隙度-次生孔隙度谱T2截止值对应的离心前累积孔隙度。3. the method for obtaining secondary porosity based on the cut-off value of scale electric imaging secondary porosity spectrum according to claim 1, it is characterized in that, in step S2, according to the size of core secondary porosity is equal to the large amount discharged after centrifugation According to the peak characteristics in the core NMR T2 spectrum distribution diagram, the pore fluid volume of the pore size is used to obtain the peak start time of the longest relaxation time in the porosity component before centrifugation. This start time corresponds to the T2 cutoff value of the secondary porosity spectrum, and the core second Primary porosity = cumulative total porosity before centrifugation - cumulative porosity before centrifugation corresponding to T2 cut-off value of secondary porosity spectrum. 4.根据权利要求1-3任一项所述的基于刻度电成像次生孔隙度谱截止值获取次生孔隙度的方法,其特征在于,还包括以下步骤:4. according to any one of claim 1-3, obtain the method for secondary porosity based on scale electrical imaging secondary porosity spectrum cut-off value, it is characterized in that, also comprise the following steps: S4、计算铸体薄片次生孔隙度;S4, calculating the secondary porosity of the cast body thin section; S5、利用铸体薄片次生孔隙度验证步骤S3中获取的孔隙度谱次生孔隙度的精度。S5 , verifying the accuracy of the secondary porosity of the porosity spectrum obtained in step S3 by using the secondary porosity of the cast thin section. 5.根据权利要求4所述的基于刻度电成像次生孔隙度谱截止值获取次生孔隙度的方法,其特征在于,步骤S4中,取步骤S1中电成像测井图像上所选取窗口位置对应的储层,制备铸体薄片;5. The method for obtaining secondary porosity based on the cut-off value of the scale electrical imaging secondary porosity spectrum according to claim 4, characterized in that, in step S4, the selected window position on the electrical imaging logging image in step S1 is taken For the corresponding reservoir, prepare cast thin slices; 根据铸体薄片鉴定结果,获得铸体薄片次生孔隙类型及对应的相对含量,拟合铸体薄片总面孔率与总孔隙度的关系,得出铸体薄片总面孔率与总孔隙度的转换关系式,将次生孔隙面孔率换算为铸体薄片次生孔隙度。According to the identification results of the casting flakes, the type of secondary pores and the corresponding relative content of the casting flakes are obtained, and the relationship between the total surface porosity and the total porosity of the casting flakes is fitted to obtain the conversion between the total surface porosity and the total porosity of the casting flakes The relational expression converts the surface porosity of secondary pores into the secondary porosity of cast thin slices. 6.根据权利要求5所述的基于刻度电成像次生孔隙度谱截止值获取次生孔隙度的方法,其特征在于,所述铸体薄片次生孔隙类型包括粒间溶孔、粒内溶孔、基质溶孔、构造溶蚀缝。6. The method for obtaining secondary porosity based on the cut-off value of the scale electric imaging secondary porosity spectrum according to claim 5, wherein the type of secondary pores in the cast sheet comprises intergranular dissolved pores, intragranular dissolved pores pores, matrix dissolution pores, and structural dissolution fractures. 7.根据权利要求4所述的基于刻度电成像次生孔隙度谱截止值获取次生孔隙度的方法,其特征在于,步骤S5中,通过铸体薄片次生孔隙度和孔隙度谱计算次生孔隙度之间的平均绝对误差,验证获取的孔隙度谱次生孔隙度的准确性。7. The method for obtaining secondary porosity based on the cut-off value of the scale electric imaging secondary porosity spectrum according to claim 4, characterized in that, in step S5, the secondary porosity and porosity spectrum are calculated by casting thin slices The mean absolute error between the primary porosities is used to verify the accuracy of the acquired porosity spectrum secondary porosity. 8.根据权利要求7所述的基于刻度电成像次生孔隙度谱截止值获取次生孔隙度的方法,其特征在于,步骤S5中,所述平均绝对误差小于5%。8. The method for obtaining secondary porosity based on the cut-off value of the secondary porosity spectrum of the scale electric imaging according to claim 7, characterized in that, in step S5, the average absolute error is less than 5%. 9.一种基于刻度电成像次生孔隙度谱截止值获取次生孔隙度的方法,其特征在于,包括以下步骤:9. A method for obtaining secondary porosity based on the cut-off value of the scale electric imaging secondary porosity spectrum, characterized in that, comprising the following steps: S1、建立次生孔隙度谱截止值计算公式:S1. Establish the formula for calculating the cut-off value of the secondary porosity spectrum: 次生孔隙度谱截止值= a+平均孔隙度Secondary porosity spectrum cutoff = a + average porosity 其中,a为固定系数,平均孔隙度是电成像测井图像上所选取窗口中所有孔隙度的算数平均值;Among them, a is a fixed coefficient, and the average porosity is the arithmetic mean value of all porosities in the selected window on the electrical imaging logging image; S2、使用岩心核磁共振T2谱计算岩心次生孔隙度;S2, using the core nuclear magnetic resonance T2 spectrum to calculate the secondary porosity of the core; S3、使用岩心核磁共振T2谱计算所得的岩心次生孔隙度刻度次生孔隙度谱截止值计算公式中固定系数a的数值:S3. The value of the fixed coefficient a in the calculation formula of the secondary porosity scale scale secondary porosity spectrum cut-off value calculated by using the core nuclear magnetic resonance T2 spectrum: 采用步骤S1中的次生孔隙度谱截止值计算公式,在1-3之间调整固定系数a的数值,控制次生孔隙度谱截止值计算结果,对截止值之后的孔隙度谱包络线所包围的面积进行积分计算次生孔隙度,获得孔隙度谱次生孔隙度;将逐次计算的孔隙度谱次生孔隙度与步骤S2获得的次生孔隙度进行误差分析,误差最小时对应的a值为刻度后确定值,对应的孔隙度谱次生孔隙度计算结果为刻度后次生孔隙度。Using the formula for calculating the cut-off value of the secondary porosity spectrum in step S1, adjust the value of the fixed coefficient a between 1-3, control the calculation result of the cut-off value of the secondary porosity spectrum, and calculate the envelope of the porosity spectrum after the cut-off value The enclosed area is integrated to calculate the secondary porosity to obtain the secondary porosity of the porosity spectrum; the error analysis is carried out between the secondary porosity of the porosity spectrum calculated successively and the secondary porosity obtained in step S2, and the corresponding The value of a is determined after calibration, and the calculation result of the corresponding porosity spectrum secondary porosity is the secondary porosity after calibration. 10.根据权利要求9所述的基于刻度电成像次生孔隙度谱截止值获取次生孔隙度的方法,其特征在于,步骤S2中,根据岩心次生孔隙度的大小等于离心后排出的大孔径孔隙流体体积,依据岩心核磁共振T2谱分布图中峰值特征,得到离心前孔隙度分量中弛豫时间最长的峰开始时间,该开始时间对应次生孔隙度谱T2截止值,获得岩心次生孔隙度=离心前累积总孔隙度-次生孔隙度谱T2截止值对应的离心前累积孔隙度。10. The method for obtaining secondary porosity based on the cut-off value of scale electrical imaging secondary porosity spectrum according to claim 9, characterized in that, in step S2, according to the size of the core secondary porosity is equal to the large According to the peak characteristics in the core NMR T2 spectrum distribution diagram, the pore fluid volume of the pore size is used to obtain the peak start time of the longest relaxation time in the porosity component before centrifugation. This start time corresponds to the T2 cutoff value of the secondary porosity spectrum, and the core second Primary porosity = cumulative total porosity before centrifugation - cumulative porosity before centrifugation corresponding to T2 cut-off value of secondary porosity spectrum.
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