CN111577266A - Electrochemical prediction method for shale reservoir oil saturation - Google Patents
Electrochemical prediction method for shale reservoir oil saturation Download PDFInfo
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Abstract
本发明公开了一种页岩储层含油饱和度的电化学预测方法,包括以下步骤:(a)在页岩试件的两端放置电极片,通过导线将电极片与电化学工作站数据采集系统连接,再与计算机数据处理系统连接;(b)对页岩试件施加电压或电流扰动信号,输入的扰动信号经过试件后产生相应的响应信号,响应信号经过电化学工作站数据采集系统和计算机数据处理系统处理,得到试件的电化学阻抗谱;(c)通过分析电化学阻抗谱的特征变化,对实测数据电化学阻抗谱进行拟合,建立页岩固‑液渗透等效电路模型,通过渗透扩散引起的法拉第阻抗参数的理论计算,建立页岩储层含油饱和度的预测模型。本发明操作简单,方便快捷,样品预处理简单,能够满足大量样品测试需求。
The invention discloses an electrochemical prediction method for oil saturation of a shale reservoir, comprising the following steps: (a) placing electrode sheets at both ends of a shale test piece, and connecting the electrode sheets with a data acquisition system of an electrochemical workstation through a wire (b) Apply a voltage or current disturbance signal to the shale specimen, and the input disturbance signal will generate a corresponding response signal after passing through the specimen, and the response signal will pass through the electrochemical workstation data acquisition system and computer. The electrochemical impedance spectrum of the specimen is obtained by processing the data processing system; (c) by analyzing the characteristic changes of the electrochemical impedance spectrum, the measured data electrochemical impedance spectrum is fitted, and the shale solid-liquid permeation equivalent circuit model is established, The prediction model of oil saturation in shale reservoirs is established by theoretical calculation of Faraday impedance parameters caused by permeation diffusion. The invention is simple to operate, convenient and quick, and the sample pretreatment is simple, and can meet the testing requirements of a large number of samples.
Description
技术领域technical field
本发明涉及天然气勘探技术,尤其涉及一种页岩储层含油饱和度的电化学预测方法。The invention relates to natural gas exploration technology, in particular to an electrochemical prediction method for oil saturation of shale reservoirs.
背景技术Background technique
页岩油以游离态、溶解态和吸附态赋存于页岩储层中,其中游离态页岩油主要储集在微-纳米级的孔隙和裂缝中,这类页岩油的流动性最好且易于开采,是页岩储层形成工业油流的主要来源。溶解态页岩油主要赋存于有机质生烃形成的残留孔隙中,具有一定的流动性,对页岩油开发具有一定的贡献,有机质含量越高,形成的有机质生烃残留孔隙越多。吸附态页岩油主要附着于干酪根和矿物颗粒的表面,广泛分布的干酪根网络可以为页岩油吸附提供大量的比表面。Shale oil occurs in shale reservoirs in free, dissolved and adsorbed states. Free shale oil is mainly stored in micro-nano-scale pores and fractures. This type of shale oil has the best fluidity and Easy to mine, it is the main source of industrial oil flow from shale reservoirs. Dissolved shale oil mainly occurs in the residual pores formed by organic hydrocarbon generation. It has a certain fluidity and has a certain contribution to the development of shale oil. The higher the organic matter content, the more organic hydrocarbon generation residual pores are formed. Adsorbed shale oil is mainly attached to the surface of kerogen and mineral particles, and the widely distributed kerogen network can provide a large specific surface area for shale oil adsorption.
页岩含油性的表征参数可以分为有机地球化学参数和岩心物理参数。有机地球化学参数中最具代表性的是残留烃S1和氯仿沥青“A”,这两个参数主要受有机质丰度、类型和热演化程度的影响,两者均可以定量地表征页岩储层的含油性。岩心物理参数中常用的是含油饱和度S0,往往用于常规储层的含油性表征,一般通过洗油的方法来获取含油饱和度,因此其只能对连通孔隙中的游离态烃进行表征,无法计算吸附态烃和封闭孔隙中的液态烃。因此,建立一种能够全面评价页岩储层含油饱和度的预测方法是本领域技术人员亟需解决的问题。The characterization parameters of shale oiliness can be divided into organic geochemical parameters and core physical parameters. The most representative organic geochemical parameters are residual hydrocarbon S1 and chloroform bitumen “A”, these two parameters are mainly affected by the abundance, type and thermal evolution degree of organic matter, both of which can quantitatively characterize shale reservoirs of oiliness. The commonly used core physical parameters is the oil saturation S0, which is often used for the oil-bearing characterization of conventional reservoirs. Generally, the oil-bearing saturation is obtained by the method of oil washing, so it can only characterize the free hydrocarbons in the connected pores. Calculates adsorbed hydrocarbons and liquid hydrocarbons in closed pores. Therefore, establishing a prediction method capable of comprehensively evaluating the oil saturation of shale reservoirs is an urgent problem for those skilled in the art.
电化学阻抗谱(Electrochemical Impedance Spectroscopy,缩写EIS)能够反映材料内部结构的一种新方法,能探讨电化学阻抗谱特性与页岩含油饱和度的关系。Electrochemical Impedance Spectroscopy (EIS) is a new method that can reflect the internal structure of materials, and can explore the relationship between EIS characteristics and shale oil saturation.
发明内容SUMMARY OF THE INVENTION
本发明的目的是提供一种页岩储层含油饱和度的电化学预测方法,全面评价页岩储层含油饱和度。该方法采用电化学阻抗谱原理研究页岩含油饱和度的理论基础上,分析页岩孔隙结构的发展变化情况,从而能够监测页岩孔隙结构的动态演变过程。The purpose of the present invention is to provide an electrochemical prediction method for the oil saturation of shale reservoirs to comprehensively evaluate the oil saturation of shale reservoirs. The method uses electrochemical impedance spectroscopy to study the theoretical basis of shale oil saturation, and analyzes the development and changes of shale pore structure, so as to monitor the dynamic evolution process of shale pore structure.
本发明对一种页岩储层含油饱和度的电化学预测方法的原理作出以下描述。In the present invention, the principle of an electrochemical prediction method for oil saturation of a shale reservoir is described below.
电化学阻抗谱是给电化学系统施加一个频率不同的小振幅交流电势波,测量交流电势与电流信号的比值随正弦波频率的变化,比值即为系统的阻抗,或者测量系统阻抗的相位角随正弦波频率的变化。它是一种频率域测量方法,可测定的频率范围很宽,可以得到比常规电化学方法更多的动力学信息和电极界面结构信息。由于采用小幅度的正弦电势信号对系统进行微扰,电极上交替出现氧化和还原过程。因此,即使扰动信号长时间作用于电极,也不会导致极化现象的积累性发展和电极表面状态的积累性变化。由于电势和电流间存在线性关系,测量过程中电极处于准稳态,使得测量结果的数字处理简化。Electrochemical impedance spectroscopy is to apply a small-amplitude AC potential wave with different frequencies to the electrochemical system, and measure the ratio of the AC potential to the current signal as a function of the frequency of the sine wave. Changes in the frequency of a sine wave. It is a frequency domain measurement method, which can measure a wide frequency range and can obtain more kinetic information and electrode interface structure information than conventional electrochemical methods. Owing to the perturbation of the system with a small amplitude sinusoidal potential signal, the oxidation and reduction processes alternately occur on the electrodes. Therefore, even if the perturbation signal acts on the electrode for a long time, it will not lead to the cumulative development of the polarization phenomenon and the cumulative change of the electrode surface state. Due to the linear relationship between the potential and the current, the electrodes are in a quasi-steady state during the measurement process, which simplifies the digital processing of the measurement results.
本发明是由页岩试件、电极片、导线、电化学工作站及计算机组成的电化学系统实现电化学阻抗谱特征参数数据的连续、自动监测与记录工作,并根据电化学阻抗谱特征参数的变化来判断试件含油饱和度的一种方法。电化学系统可看做是一个等效电路,这个等效电路是由电阻、电容和电感等基本元件按照串、并联等不同方式组合而成的。通过电化学阻抗谱,可以测定等效电路的构成以及各元件的大小,利用这些元件的电化学含义来分析电化学系统的结构和电极过程的性质。页岩试件是一种特殊的电化学系统,在试件两端放置电极,当页岩含油饱和度不同时,相当于在试件中增加了电容,导致试件在不同频率下的阻抗发生变化,通过电化学工作站的分析,得到试件在不同频率下的电化学参数值,由计算机绘制得到试件的电化学阻抗图谱,电化学阻抗图谱的特征变化与页岩含油饱和度存在对应关系,能够很好地反映页岩孔隙结构及其发展情况。The invention realizes the continuous and automatic monitoring and recording of the characteristic parameter data of the electrochemical impedance spectrum by an electrochemical system composed of a shale test piece, an electrode sheet, a lead wire, an electrochemical workstation and a computer. A method for judging the oil saturation of the test piece. The electrochemical system can be regarded as an equivalent circuit, which is composed of basic elements such as resistance, capacitance and inductance in different ways such as series and parallel. Through electrochemical impedance spectroscopy, the composition of the equivalent circuit and the size of each element can be determined, and the electrochemical meaning of these elements can be used to analyze the structure of the electrochemical system and the properties of the electrode process. The shale specimen is a special electrochemical system. Electrodes are placed at both ends of the specimen. When the oil saturation of the shale is different, it is equivalent to increasing the capacitance in the specimen, resulting in the impedance of the specimen at different frequencies. Through the analysis of the electrochemical workstation, the electrochemical parameter values of the specimen at different frequencies are obtained, and the electrochemical impedance spectrum of the specimen is drawn by the computer. The characteristic change of the electrochemical impedance spectrum has a corresponding relationship with the shale oil saturation. , which can well reflect the shale pore structure and its development.
为实现上述目的,本发明的技术方案是这样实现的:To achieve the above object, the technical scheme of the present invention is achieved in this way:
一种页岩储层含油饱和度的电化学预测方法,包括以下步骤:An electrochemical prediction method for oil saturation of a shale reservoir, comprising the following steps:
(a)在页岩试件的两端放置电极片,通过导线将电极片与电化学工作站数据采集系统连接,再与计算机数据处理系统连接;(a) Place electrode sheets at both ends of the shale specimen, connect the electrode sheets to the electrochemical workstation data acquisition system through wires, and then connect to the computer data processing system;
(b)对页岩试件施加不同频率的正弦交流电压或正弦交流电流扰动信号,输入的扰动信号经过页岩试件后产生相应的响应信号,即正弦交流电流或正弦交流电压信号,响应信号经过电化学工作站数据采集系统和计算机数据处理系统的处理,得到页岩试件的电化学阻抗谱;(b) Apply sinusoidal AC voltage or sinusoidal AC current disturbance signals of different frequencies to the shale specimen, and the input disturbance signal generates a corresponding response signal after passing through the shale specimen, that is, sinusoidal AC current or sinusoidal AC voltage signal, and the response signal After the electrochemical workstation data acquisition system and the computer data processing system, the electrochemical impedance spectrum of the shale specimen was obtained;
(c)通过分析电化学阻抗谱的特征变化,对实测数据电化学阻抗谱进行拟合,建立页岩固-液渗透等效电路模型,通过渗透扩散引起的法拉第阻抗参数的理论计算,建立页岩储层含油饱和度的预测模型。(c) By analyzing the characteristic changes of the electrochemical impedance spectrum, fitting the electrochemical impedance spectrum of the measured data, establishing an equivalent circuit model of shale solid-liquid permeation, and establishing a page through the theoretical calculation of the Faraday impedance parameter caused by permeation diffusion A prediction model for oil saturation in rock reservoirs.
进一步,所述步骤(a)中电极片的数量为至少两个,位置以均匀分布或非均匀分布的方式放置。Further, in the step (a), the number of electrode sheets is at least two, and the positions are placed in a manner of uniform distribution or non-uniform distribution.
进一步,所述步骤(b)中扰动信号的频率范围为1Hz-10MHz。Further, the frequency range of the disturbance signal in the step (b) is 1Hz-10MHz.
进一步,所述步骤(b)中正弦交流电压振幅低于20mV。Further, in the step (b), the amplitude of the sinusoidal AC voltage is lower than 20mV.
进一步,所述步骤(b)中正弦交流电流振幅低于50mA。Further, in the step (b), the amplitude of the sinusoidal alternating current is lower than 50 mA.
进一步,所述步骤(b)中得到的页岩试件的电化学阻抗谱的表示方法包括Warburg图、导纳图、电容图、Nyquist图和Bode图。Further, the representation methods of the electrochemical impedance spectrum of the shale specimen obtained in the step (b) include Warburg diagram, admittance diagram, capacitance diagram, Nyquist diagram and Bode diagram.
更进一步,所述步骤(b)中得到的页岩试件的电化学阻抗谱的表示方法优选为Nyquist图和Bode图。Further, the representation methods of the electrochemical impedance spectrum of the shale specimen obtained in the step (b) are preferably Nyquist diagram and Bode diagram.
进一步,所述步骤(c)中页岩试件的电化学阻抗谱的特征变化是指在一定频率范围内的相位角、角频率、阻抗矢量及阻抗模值随着频率增加或减小所对应的变化情况。Further, the characteristic change of the electrochemical impedance spectrum of the shale specimen in the step (c) refers to the corresponding phase angle, angular frequency, impedance vector and impedance modulus value in a certain frequency range as the frequency increases or decreases. changes.
进一步,所述步骤(c)中页岩试件的电化学阻抗谱的特征变化与其含油饱和度存在对应关系。Further, in the step (c), the characteristic change of the electrochemical impedance spectrum of the shale specimen has a corresponding relationship with its oil saturation.
与现有技术相比,本发明的有益效果为:Compared with the prior art, the beneficial effects of the present invention are:
1、本发明页岩储层含油饱和度的电化学预测方法中页岩试件的预测区域不受页岩的结构和空间位置的限制,应用范围广。1. In the electrochemical prediction method of oil saturation in shale reservoirs of the present invention, the prediction area of the shale specimen is not limited by the structure and spatial position of the shale, and has a wide range of applications.
2、本发明页岩储层含油饱和度的电化学预测方法能够全面评价页岩储层含油饱和度,解决现有技术不能全面评价页岩储层含油饱和度的技术问题。2. The electrochemical prediction method for oil saturation of shale reservoirs of the present invention can comprehensively evaluate the oil saturation of shale reservoirs, and solves the technical problem that the prior art cannot fully evaluate the oil saturation of shale reservoirs.
附图说明Description of drawings
图1为本发明页岩储层含油饱和度的电化学预测方法的示意图;Fig. 1 is the schematic diagram of the electrochemical prediction method of shale reservoir oil saturation of the present invention;
图2为本发明实施例1得到的页岩试件的Nyquist曲线;Fig. 2 is the Nyquist curve of the shale specimen obtained in Example 1 of the present invention;
图3为本发明实施例1得到的页岩试件的Nyquist曲线的拟合曲线;Fig. 3 is the fitting curve of the Nyquist curve of the shale specimen obtained in Example 1 of the present invention;
图4a为本发明实施1中页岩水层隙固液渗透模型阻抗谱;Fig. 4a is the impedance spectrum of the shale water layer gap solid-liquid permeability model in
图4b为本发明实施1中页岩水层隙固液渗透模型等效电路;Fig. 4b is the equivalent circuit of the solid-liquid permeation model of the shale water layer gap in
图4c为本发明实施1中页岩水层隙固液渗透模型等效电路的法拉第阻抗;Fig. 4c is the Faraday impedance of the equivalent circuit of the solid-liquid permeation model of the shale water layer gap in
图5a为本发明实施1中含油饱和度较低条件下页岩油水层隙固液渗透模型Ⅰ阻抗谱,图中基于Rx预测含油饱和度:R1<R2<R3;Fig. 5a is the impedance spectrum of shale oil-water interstitial solid-liquid permeability model I under the condition of low oil saturation in
图5b为本发明实施1中含油饱和度较低条件下页岩油水层隙固液渗透模型Ⅰ等效电路,图中基于Rx预测含油饱和度:R1<R2<R3;Fig. 5b is the equivalent circuit of the solid-liquid permeability model I of shale oil-water interstices under the condition of low oil saturation in
图5c为本发明实施1中含油饱和度较低条件下页岩油水层隙固液渗透模型Ⅰ等效电路的法拉第阻抗,图中基于Rx预测含油饱和度:R1<R2<R3;Figure 5c is the Faraday impedance of the equivalent circuit of the solid-liquid permeability model I of the shale oil-water gap under the condition of low oil saturation in
图6a为本发明实施1中含油饱和度中等条件下的页岩油水层隙固液渗透模型Ⅱ阻抗谱,图中Zw值越大,含油饱和度越高;Fig. 6a is the impedance spectrum of shale oil-water interstitial solid-liquid permeability model II under the condition of medium oil saturation in
图6b为本发明实施1中含油饱和度中等条件下的页岩油水层隙固液渗透模型Ⅱ等效电路,图中Zw值越大,含油饱和度越高;Fig. 6b is the equivalent circuit of the solid-liquid permeability model II of the shale oil-water layer gap under the condition of medium oil saturation in
图6c为本发明实施1中含油饱和度中等条件下的页岩油水层隙固液渗透模型Ⅱ油水半无限扩散层的阻抗,图中Zw值越大,含油饱和度越高;Figure 6c is the impedance of the oil-water semi-infinite diffusion layer of the shale oil-water interstitial solid-liquid permeability model II under the condition of medium oil saturation in the
图7a为本发明实施1中含油饱和度较高条件下页岩油水层隙固液渗透模型Ⅲ阻抗谱,图中ZT值越大,含油饱和度越高;Fig. 7a is the impedance spectrum of shale oil-water interstitial solid-liquid permeability model III under the condition of high oil saturation in
图7b为本发明实施1中含油饱和度较高条件下页岩油水层隙固液渗透模型Ⅲ等效电路,图中ZT值越大,含油饱和度越高;Fig. 7b is the equivalent circuit of the solid-liquid permeability model III of the shale oil-water gap under the condition of high oil saturation in
图7c为本发明实施1中含油饱和度较高条件下页岩油水层隙固液渗透模型Ⅲ油水阻挡层扩散的阻抗,图中ZT值越大,含油饱和度越高;Fig. 7c shows the diffusion impedance of oil-water barrier layer in shale oil-water interstitial solid-liquid permeability model III under the condition of high oil saturation in
图中,1、第一工作电极,2、参比电极,3、第二工作电极,4、辅助电极,5、电极片,6、电化学工作站数据采集系统,7、计算机数据处理系统。In the figure, 1, the first working electrode, 2, the reference electrode, 3, the second working electrode, 4, the auxiliary electrode, 5, the electrode sheet, 6, the electrochemical workstation data acquisition system, 7, the computer data processing system.
具体实施方式Detailed ways
为了使本发明的目的、技术方案及优点更加清楚明白,以下结合实施例,对本发明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发明,并不用于限定本发明。In order to make the objectives, technical solutions and advantages of the present invention clearer, the present invention will be further described in detail below with reference to the embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention, but not to limit the present invention.
实施例1Example 1
图1示出了本实施例页岩储层含油饱和度的电化学预测方法的示意图。如图1所示,页岩储层含油饱和度的电化学预测方法包括以下步骤:FIG. 1 shows a schematic diagram of the electrochemical prediction method for oil saturation of a shale reservoir in this embodiment. As shown in Figure 1, the electrochemical prediction method of oil saturation in shale reservoirs includes the following steps:
(1)页岩试件制作(1) Production of shale specimens
在本发明的具体实施例中,现通过但不限于以下方法来制备本发明所需要的页岩试件。In the specific embodiment of the present invention, the shale specimen required by the present invention is prepared by but not limited to the following methods.
采集的大块页岩样品切割为直径50mm的圆柱形样品,进行饱水。样品上端和下端需放置饱水海绵,保证样品和电极片之间的紧密接触。The collected bulk shale samples were cut into cylindrical samples with a diameter of 50 mm and saturated with water. A saturated sponge should be placed on the upper and lower ends of the sample to ensure close contact between the sample and the electrode pads.
(2)构建监测系统(2) Build a monitoring system
在页岩试件的两端各放置一片电极片5,通过导线将电极片5与电化学工作站数据采集系统6连接,再与计算机数据处理系统7连接;其中,电化学工作站数据采集系统6包括电化学工作站、第一工作电极1、参比电极2、第二工作电极3、辅助电极4,将第一工作电极1和参比电极2连接页岩试件一端的电极片5,第二工作电极3和辅助电极4连接页岩试件另一端的电极片5;其中,第一工作电极1和第二工作电极3为不锈钢、镍、铜;可自制,也可购买,在本实施例中为不锈钢;参比电极2为饱和甘汞电极;辅助电极4为铂丝电极。An electrode sheet 5 is placed on each end of the shale specimen, and the electrode sheet 5 is connected to the electrochemical workstation
(2)将1Hz~10MHz频率及5mV振幅的正弦交流电压扰动信号通过电极片5施加到页岩试件上,经过电化学工作站数据采集系统6收集到响应信号,即正弦交流电流信号,再由计算机数据处理系统7对收集到的响应信号进行处理,记录该试件电化学阻抗谱中的Nyquist曲线,如图2所示。(2) A sinusoidal AC voltage disturbance signal with a frequency of 1Hz to 10MHz and an amplitude of 5mV is applied to the shale specimen through the electrode sheet 5, and the response signal, that is, the sinusoidal AC current signal, is collected by the electrochemical workstation
(3)通过分析电化学阻抗谱的特征变化,对实测数据电化学阻抗谱进行拟合,建立页岩固-液渗透等效电路模型,通过渗透扩散引起的法拉第阻抗参数的理论计算,建立页岩储层含油饱和度的预测模型。(3) By analyzing the characteristic changes of the electrochemical impedance spectrum, fitting the electrochemical impedance spectrum of the measured data, establishing an equivalent circuit model of shale solid-liquid permeation, and establishing a page through the theoretical calculation of the Faraday impedance parameter caused by permeation diffusion A prediction model for oil saturation in rock reservoirs.
采用“含油饱和度中等条件下的页岩油水层隙固液渗透模型Ⅱ”的等效电路对图2中的Nyquist曲线进行拟合,如图3所示。根据油水半无限扩散层的阻抗计算Zw。The Nyquist curve in Fig. 2 is fitted by the equivalent circuit of "Shale oil-water interstitial solid-liquid permeability model II under the condition of moderate oil saturation", as shown in Fig. 3. According to the impedance of the oil-water semi-infinite diffusion layer Calculate Zw.
尽管已经示出和描述了本发明的实施例,对于本领域的普通技术人员而言,可以理解在不脱离本发明的原理和精神的情况下可以对这些实施例进行多种变化、修改、替换和变型,本发明的范围由所附权利要求及其等同物限定。Although embodiments of the present invention have been shown and described, it will be understood by those skilled in the art that various changes, modifications, and substitutions can be made in these embodiments without departing from the principle and spirit of the invention and modifications, the scope of the present invention is defined by the appended claims and their equivalents.
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