CN115324567A - Method and device for monitoring stratum fracturing effect by using distributed optical fiber - Google Patents
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Abstract
本发明公开了一种利用分布式光纤进行地层压裂效果监测的方法和装置,该方法包括:获取油气井测量装置实验过程中在压裂作业过程和油气产出过程中的产层动态参数,收集光纤传感器采集到的地面测量信号;建立产层动态参数与地面测量信号之间的映射关系,形成数据库;根据所述映射关系和数据库,对油气井现场进行监测,得到地层压裂效果监测的成果图。通过对光纤传感器探测到的地面测量信号进行解析,利用得到的频率、音色、音量等特征,与产层产出参数建立映射关系,实现对地层压裂过程和效果的实时、动态、全周期监测,通过数据的积累实现精准判断。
The invention discloses a method and a device for monitoring formation fracturing effect by using distributed optical fibers. The method includes: acquiring dynamic parameters of production layers in the fracturing operation process and the oil and gas production process during the experiment of an oil and gas well measuring device; Collect the ground measurement signals collected by the optical fiber sensor; establish the mapping relationship between the dynamic parameters of the production layer and the surface measurement signals to form a database; monitor the oil and gas well site according to the mapping relationship and the database, and obtain the monitoring data of the formation fracturing effect. Results chart. By analyzing the ground measurement signal detected by the optical fiber sensor, and using the obtained characteristics of frequency, tone, volume, etc., to establish a mapping relationship with the production layer output parameters, real-time, dynamic, and full-cycle monitoring of the formation fracturing process and effect is realized. , through the accumulation of data to achieve accurate judgments.
Description
技术领域technical field
本发明涉及油气开采技术领域,尤其涉及一种利用分布式光纤进行地层压裂效果监测的方法和装置。The invention relates to the technical field of oil and gas exploitation, in particular to a method and a device for monitoring formation fracturing effects by using distributed optical fibers.
背景技术Background technique
为了改善和提高油气储集层的渗透率和产能,油气行业普遍采用压裂的方法扩大岩石的裂缝,并采用支撑剂对裂缝进行支撑。但是,压裂和支撑的效果如何,在相当长的过去,只能通过在地面计量到的产能的变化来粗略评价。In order to improve and increase the permeability and productivity of oil and gas reservoirs, the oil and gas industry generally adopts fracturing methods to expand rock fractures and proppants to support the fractures. However, the effectiveness of fracturing and propping can only be roughly evaluated by changes in production capacity measured at the surface for a long time in the past.
随着光纤传感技术在油气勘探开发行业应用的日渐拓展,越来越多的产层状态的监测工作有望通过基于光纤传感技术的方法来改善和突破。然后采用光纤传感技术进行探测的过程中,多是利用光纤测温技术,进行数据的获取和分析,而测温法获取的数据,温度影响较大,形成的误差不可避免,造成检测精度降低。With the increasing application of optical fiber sensing technology in the oil and gas exploration and development industry, more and more production layer status monitoring work is expected to be improved and broken through methods based on optical fiber sensing technology. Then, in the process of using optical fiber sensing technology for detection, the fiber optic temperature measurement technology is mostly used for data acquisition and analysis, and the data obtained by the temperature measurement method has a great influence on temperature, and the resulting error is inevitable, resulting in a decrease in detection accuracy. .
本发明在现有光纤传感技术的基础上,提出一种对产油产气地层压裂的过程和效果进行监测的方法和装置。通过该方法和装置,可以实现对地层压裂过程和效果的实时、动态、全周期监测。Based on the existing optical fiber sensing technology, the present invention proposes a method and a device for monitoring the process and effect of fracturing in oil and gas producing formations. Through the method and device, real-time, dynamic and full-period monitoring of formation fracturing process and effect can be realized.
发明内容Contents of the invention
因此,本发明的目的在于提供一种利用分布式光纤进行地层压裂效果监测的方法和装置,通过该方法和装置,可以实现对地层压裂过程和效果的实时、动态、全周期监测。Therefore, the object of the present invention is to provide a method and device for monitoring formation fracturing effect by using distributed optical fiber. Through the method and device, real-time, dynamic and full-period monitoring of formation fracturing process and effect can be realized.
为了实现上述目的,本发明的一种利用分布式光纤进行地层压裂效果监测的方法,包括以下步骤:In order to achieve the above object, a method of utilizing distributed optical fiber to monitor formation fracturing effect of the present invention comprises the following steps:
S1、获取油气井测量装置实验过程中在压裂作业过程和油气产出过程中的产层动态参数,收集光纤传感器采集到的地面测量信号;S1. Acquire the dynamic parameters of the production layer during the fracturing operation and oil and gas production during the experiment of the oil and gas well measurement device, and collect the ground measurement signals collected by the optical fiber sensor;
S2、建立产层动态参数与地面测量信号之间的映射关系,形成数据库;S2. Establish a mapping relationship between the dynamic parameters of production layers and ground measurement signals to form a database;
S3、根据所述映射关系和数据库,对油气井现场进行监测,得到地层压裂效果监测的成果图。S3. According to the mapping relationship and the database, monitor the oil and gas well site, and obtain a result map of formation fracturing effect monitoring.
在上述任意一项实施例中优选的,在S1中,所述产层动态参数包括产层注入参数和产层产出参数;所述产层注入参数包括注液速度、注液量、注砂量、泵压特征值;所述产层产出参数包括油气水的流速和流量特征值;所述地面测量信号解析后包括地面光信号强度、音色特征、频段、频率特征值。Preferably in any one of the above embodiments, in S1, the production layer dynamic parameters include production layer injection parameters and production layer output parameters; the production layer injection parameters include liquid injection speed, liquid injection volume, sand injection Volume and pump pressure characteristic values; the production layer output parameters include oil, gas and water flow velocity and flow characteristic values; the ground measurement signal includes ground optical signal strength, tone color characteristics, frequency band, and frequency characteristic values after analysis.
在上述任意一项实施例中优选的,在S1中,所述地面测量信号解析过程包括:将地面测量信号通过傅里叶变换,完成时域到频域的转换;对变换后的频域地面测量信号按照预设的频率范围,进行频段划分;对频域地面测量信号进行分段带通滤波,得到频段;对滤波后的分段的频域地面测量信号进行频率特征识别和音色特征识别;得到频率特征值和音色特征。Preferably in any one of the above embodiments, in S1, the ground measurement signal analysis process includes: performing Fourier transform on the ground measurement signal to complete the conversion from time domain to frequency domain; The measurement signal is divided into frequency bands according to the preset frequency range; the frequency domain ground measurement signal is segmented and bandpass filtered to obtain frequency bands; the frequency feature identification and timbre feature identification are performed on the filtered segmented frequency domain ground measurement signal; Get the frequency characteristic value and the timbre characteristic.
在上述任意一项实施例中优选的,在S2中,所述建立产层动态参数与地面测量信号之间的映射关系,包括如下方法:Preferably in any one of the above embodiments, in S2, the establishment of the mapping relationship between the dynamic parameters of the production layer and the ground measurement signal includes the following methods:
S201、调整产层注入参数中的泵压,形成包含多个泵压特征值的泵压特征数组,获取泵压调整过程中对应的地面光信号强度,根据每个泵压特征值对应一个地面光信号强度的对应关系,建立产层注入参数与地面光信号强度的映射关系;S201. Adjust the pump pressure in the injection parameters of the production layer to form a pump pressure characteristic array containing multiple pump pressure characteristic values, obtain the corresponding ground light signal intensity during the pump pressure adjustment process, and correspond to a ground light signal according to each pump pressure characteristic value Corresponding relationship of signal intensity, establishing the mapping relationship between production layer injection parameters and ground optical signal intensity;
S202、调整产层产出参数中的流量,形成包含多个流量值的流量数组,获取流量调整过程中对应的地面光信号强度,根据每个流量值对应一个地面光信号强度的对应关系,建立产层产出参数与地面光信号强度的映射关系;S202. Adjust the flow in the output parameters of the production layer, form a flow array containing multiple flow values, obtain the corresponding ground optical signal strength during the flow adjustment process, and establish a corresponding relationship according to each flow value corresponding to a ground light signal intensity The mapping relationship between production layer output parameters and ground optical signal intensity;
S203、重复上述S201-S202,分别建立产层注入参数与音色特征的关系以及产层产出参数与音色特征的关系;S203, repeating the above S201-S202, respectively establishing the relationship between the production layer injection parameters and the timbre characteristics and the relationship between the production layer output parameters and the timbre characteristics;
S204、根据调整产层注入参数中的泵压变化时,对应的地面测量信号的频率变化和频段变化,建立产层注入参数与频段和频率特征值的映射关系;S204. According to the frequency change and frequency band change of the corresponding ground measurement signal when adjusting the pump pressure change in the production layer injection parameters, establish the mapping relationship between the production layer injection parameters and the frequency band and frequency characteristic value;
S205、根据调整产层产出参数中的流量变化时,对应的地面测量信号的频率变化和频段变化,建立产层产出参数与频段和频率特征值的映射关系。S205. Establish a mapping relationship between the production layer output parameter, the frequency band, and the frequency characteristic value according to the frequency change and the frequency band change of the corresponding ground measurement signal when the flow rate change in the production layer output parameter is adjusted.
本发明还提供一种利用分布式光纤进行地层压裂效果监测的装置,包括光纤传感器、主控计算机和地面信号发生和采集面板;The present invention also provides a device for monitoring formation fracturing effects by using distributed optical fibers, including an optical fiber sensor, a main control computer, and a ground signal generation and acquisition panel;
在进行实验室模拟实验时,还包括油气井压裂模拟执行机构;油气井压裂模拟执行机构,用于实验过程中执行地层压裂动作,并产生模拟的产层动态参数;When conducting laboratory simulation experiments, it also includes oil and gas well fracturing simulation actuators; oil and gas well fracturing simulation actuators are used to perform formation fracturing actions during the experiment and generate simulated production layer dynamic parameters;
在进行现场压裂作业时,还包括测井作业车和现场压裂机构,所述现场压裂机构用于作业过程中执行地层压裂动作;所述测井作业车用于将光纤置入待测井中预定位置;When performing on-site fracturing operations, it also includes a logging operation vehicle and an on-site fracturing mechanism. The on-site fracturing mechanism is used to perform stratum fracturing actions during the operation; Predetermined position in well logging;
所述光纤传感器用于在油气井压裂作业时,获取地面测量信号;The optical fiber sensor is used to obtain ground measurement signals during oil and gas well fracturing operations;
所述地面信号发生和采集面板,用于向光纤发出光信号,并接收光纤传感器返回的地面测量信号;The ground signal generation and collection panel is used to send an optical signal to the optical fiber and receive the ground measurement signal returned by the optical fiber sensor;
所述主控计算机用于利用模拟实验时建立的产层动态参数与地面测量信号之间的映射关系,根据现场作业时,获取的地面测量信号,对油气井现场进行监测,得到地层压裂效果监测的成果图。The main control computer is used to use the mapping relationship between the dynamic parameters of the production layer established during the simulation experiment and the ground measurement signal to monitor the oil and gas well site according to the ground measurement signal obtained during the field operation, and obtain the formation fracturing effect Monitoring results map.
在上述任意一项实施例中优选的,所述油气井压裂模拟执行机构包括压裂液罐、砂罐、混料罐、泵和液量砂量泵压调节单元;用于在模拟压裂作业时注入压裂液和支撑剂,输出的产层注入参数包括注液速度、注液量、注砂量、泵压特征值;所述产层产出参数包括油气水的流速和流量特征值Preferably, in any one of the above embodiments, the oil and gas well fracturing simulation actuator includes a fracturing fluid tank, a sand tank, a mixing tank, a pump, and a liquid volume sand volume pump pressure adjustment unit; The fracturing fluid and proppant are injected during operation, and the output layer injection parameters include fluid injection speed, fluid injection volume, sand injection volume, and pump pressure characteristic values; the production layer output parameters include flow velocity and flow characteristic value of oil, gas and water
所述现场压裂机构包括压裂车、混砂车、压裂仪表车和管汇车;所述现场压裂机构用于执行地层压裂动作。The on-site fracturing mechanism includes a fracturing vehicle, a sand mixing vehicle, a fracturing instrument vehicle and a manifold vehicle; the on-site fracturing mechanism is used to perform stratum fracturing operations.
在上述任意一项实施例中优选的,主控计算机还包括对所述光纤传感器获取的地面测量信号进行解析后得到地面光信号强度、音色特征、频段、频率特征值。In any one of the above embodiments, preferably, the main control computer further includes analyzing the ground measurement signal acquired by the optical fiber sensor to obtain ground light signal strength, timbre feature, frequency band, and frequency feature values.
在上述任意一项实施例中优选的,所述地面测量信号解析过程包括:将地面测量信号通过傅里叶变换,完成时域到频域的转换;对变换后的频域地面测量信号按照预设的频率范围,进行频段划分;对频域地面测量信号进行分段带通滤波,得到频段;对滤波后的分段的频域地面测量信号进行频率特征识别和音色特征识别;得到频率特征值和音色特征。Preferably in any one of the above embodiments, the ground measurement signal analysis process includes: performing Fourier transform on the ground measurement signal to complete the conversion from the time domain to the frequency domain; The frequency range is set, and the frequency band is divided; the frequency domain ground measurement signal is segmented and bandpass filtered to obtain the frequency band; the frequency feature identification and timbre feature identification are performed on the filtered segmented frequency domain ground measurement signal; the frequency feature value is obtained and tone characteristics.
在上述任意一项实施例中优选的,所述建立产层动态参数与地面测量信号之间的映射关系,包括:Preferably in any one of the above embodiments, the establishment of the mapping relationship between the dynamic parameters of the production layer and the ground measurement signal includes:
调整产层注入参数中的泵压,形成包含多个泵压特征值的泵压特征数组,获取泵压调整过程中对应的地面光信号强度,根据每个泵压特征值对应一个地面光信号强度的对应关系,建立产层注入参数与地面光信号强度的映射关系;Adjust the pump pressure in the production layer injection parameters to form a pump pressure characteristic array containing multiple pump pressure characteristic values, obtain the corresponding ground optical signal strength during the pump pressure adjustment process, and correspond to a ground optical signal strength according to each pump pressure characteristic value The mapping relationship between production layer injection parameters and ground optical signal intensity is established;
调整产层产出参数中的流量,形成包含多个流量值的流量数组,获取流量调整过程中对应的地面光信号强度,根据每个流量值对应一个地面光信号强度的对应关系,建立产层产出参数与地面光信号强度的映射关系;Adjust the flow in the output parameters of the production layer to form a flow array containing multiple flow values, obtain the corresponding ground optical signal strength during the flow adjustment process, and establish the production layer according to the corresponding relationship between each flow value corresponding to a ground optical signal intensity The mapping relationship between output parameters and ground optical signal strength;
重复上述过程,分别建立产层注入参数与音色特征的关系以及产层产出参数与音色特征的关系;Repeat the above process to establish the relationship between production layer injection parameters and timbre characteristics and the relationship between production layer output parameters and timbre characteristics;
根据调整产层注入参数中的泵压变化时,对应的地面测量信号的频率变化和频段变化,建立产层注入参数与频段和频率特征值的映射关系;According to the frequency change and frequency band change of the corresponding ground measurement signal when the pump pressure change in the production layer injection parameters is adjusted, the mapping relationship between the production layer injection parameters and the frequency band and frequency characteristic value is established;
根据调整产层产出参数中的流量变化时,对应的地面测量信号的频率变化和频段变化,建立产层产出参数与频段和频率特征值的映射关系。According to the frequency change and frequency band change of the corresponding surface measurement signal when the flow rate change in the production layer output parameter is adjusted, the mapping relationship between the production layer output parameter, the frequency band and the frequency characteristic value is established.
本申请公开的一种利用分布式光纤进行地层压裂效果监测的方法和装置,相比于现有技术至少具有以下优点:A method and device for monitoring formation fracturing effects using distributed optical fibers disclosed in this application has at least the following advantages compared with the prior art:
1、通过对光纤传感器探测到的地面测量信号进行解析,利用得到的频率、音色、音量等特征,与产层产出参数建立映射关系,实现对地层压裂过程和效果的实时、动态、全周期监测,通过数据的积累实现精准判断,相比于温度测量等方法,减少了误差的产生,提高了测量精度。1. By analyzing the ground measurement signal detected by the optical fiber sensor, using the obtained characteristics such as frequency, timbre, volume, etc., to establish a mapping relationship with the output parameters of the production layer, to realize real-time, dynamic and comprehensive analysis of the fracturing process and effect of the formation. Periodic monitoring realizes accurate judgment through the accumulation of data. Compared with temperature measurement and other methods, it reduces the generation of errors and improves the measurement accuracy.
附图说明Description of drawings
图1为本发明利用分布式光纤进行地层压裂效果监测的方法的流程图;Fig. 1 is the flowchart of the method for monitoring formation fracturing effect using distributed optical fiber in the present invention;
图2为本发明利用分布式光纤进行地层压裂效果监测装置结构示意图;Fig. 2 is a schematic structural diagram of a device for monitoring formation fracturing effects using distributed optical fibers in the present invention;
图3为本发明利用分布式光纤进行地层压裂效果监测装置的具体结构示意图Fig. 3 is a schematic diagram of the specific structure of the device for monitoring formation fracturing effects using distributed optical fibers in the present invention
图4为本发明实施例的现场数据采集与处理软件的流程图;Fig. 4 is the flowchart of the on-site data collection and processing software of the embodiment of the present invention;
图5为本发明实施例的测量信号频谱图;Fig. 5 is the measurement signal spectrum diagram of the embodiment of the present invention;
图6为本发明实施例的压裂结果评价图。Fig. 6 is an evaluation diagram of the fracturing results of the embodiment of the present invention.
具体实施方式Detailed ways
以下通过附图和具体实施方式对本发明作进一步的详细说明。The present invention will be further described in detail through the accompanying drawings and specific embodiments below.
本申请的原理在于由激光器发出的光波,沿着分布式光纤向油气井深处传播。在传播过程中,光子与传播路径上的声波粒子发生碰撞作用。碰撞作用产生后向散射波(布里渊散射Brillouin scattering),该散射波沿着光纤返回到地面,被接收测量装置捕捉到。测量信号跟激光器发出的源信号相比,强度、频率、相位、波长、偏振态等特征都发生了改变,这种改变跟油气井内和地层中产生的声波信号的特征相关,而声波信号的特征又跟油气井或地层的动态参数(注入剖面、泵压、产出剖面)密切相关,通过在地面测量信号、井下声波信号和油气井(地层)动态参数三者之间建立联系,就可以实现在压裂过程中,在地面得到压裂过程和效果的相关数据。The principle of this application is that the light wave emitted by the laser propagates along the distributed optical fiber to the depth of the oil and gas well. During the propagation process, the photons collide with the sound wave particles along the propagation path. The collision produces backscattered waves (Brillouin scattering), and the scattered waves return to the ground along the optical fiber and are captured by the receiving and measuring device. Compared with the source signal sent by the laser, the measured signal has changed in intensity, frequency, phase, wavelength, polarization state and other characteristics. This change is related to the characteristics of the acoustic signal generated in the oil and gas well and in the formation, and the characteristics of the acoustic signal It is also closely related to the dynamic parameters of oil and gas wells or formations (injection profile, pump pressure, production profile). Realize that during the fracturing process, relevant data on the fracturing process and effect can be obtained on the ground.
任何一种声音都具备三个基本性质:音调、音量和音色。音调反应声音的频率,音量反应声音的振幅,音色反应声音的振动态。不同的振动源(材料、组分、结构)发出的声音可能非常近似,但不可能一模一样,其差别就表现在声音的三个基本性质上。产层的动态参数(注入剖面、泵压、产出剖面)改变时,发出的声音信号随之改变,我们用设备在地面测得的光学信号相应改变。Any kind of sound has three basic properties: pitch, volume and timbre. The pitch reflects the frequency of the sound, the volume reflects the amplitude of the sound, and the timbre reflects the vibration of the sound. The sounds emitted by different vibration sources (materials, components, structures) may be very similar, but they cannot be exactly the same. The difference lies in the three basic properties of the sound. When the dynamic parameters of the production layer (injection profile, pump pressure, production profile) change, the sound signal emitted changes accordingly, and the optical signal measured by the equipment on the ground changes accordingly.
物理学上,声音包括乐音和噪音两种。井眼和地层环境发出的声音属于物理学上的噪音,它跟物理学上的乐音的主要区别包括:In physics, sound includes two kinds of music and noise. The sound emitted by the wellbore and the formation environment is a physical noise. The main differences between it and the physical noise include:
①振动有规律、单纯,并有准确高度的声音为乐音;振动无规律、杂乱,没有一定高度的声音为噪音。①The sound with regular, simple vibration and accurate height is musical sound; the sound with irregular and chaotic vibration and without a certain height is noise.
②乐音中不同振源的振动频率比可化为简单的比值,如3:7;噪音中不同振源的振动频率比不可化为简单的比值,如201:388。(毕达哥拉斯发现)② The vibration frequency ratio of different vibration sources in music can be reduced to a simple ratio, such as 3:7; the vibration frequency ratio of different vibration sources in noise cannot be reduced to a simple ratio, such as 201:388. (discovered by Pythagoras)
本发明涉及的对油气井井下声波信号进行分析处理的方法,称之为噪音解析法。该方法的主要原理为:The method for analyzing and processing the downhole sound wave signal of the oil and gas well involved in the present invention is called the noise analysis method. The main principles of this method are:
①产层声音信号是由不同振源发出的具有不同振动频率的声音构成的混合噪音。① The sound signal of the production layer is a mixed noise composed of sounds with different vibration frequencies from different vibration sources.
②产层声音信号没有确定的音高,但可以用统计的方法来描述。②The sound signal of production layer has no definite pitch, but it can be described by statistical method.
③产层流体的流量越大、流速越快,声音信号的音量则越大,即产层动态参数(注入剖面、泵压、产出剖面)跟音量存在线性关系,该关系可通过实验的方法得出。③The greater the flow rate and the faster the flow rate of the fluid in the production layer, the greater the volume of the sound signal, that is, there is a linear relationship between the dynamic parameters of the production layer (injection profile, pump pressure, and production profile) and the volume, and this relationship can be verified through experiments. inferred.
④产层声音信号的音色相比于乐音的音色,更加杂乱无章,但仍然可以运用统计学和计算机软件分析的方法进行解析。④Compared with the timbre of musical tones, the timbre of the production layer sound signal is more chaotic, but it can still be analyzed by using statistics and computer software analysis methods.
由此如图1所示,本发明一方面实施例提供的一种利用分布式光纤进行地层压裂效果监测的方法,包括以下步骤:Therefore, as shown in FIG. 1 , a method for monitoring formation fracturing effects using distributed optical fibers provided by an embodiment of the present invention includes the following steps:
S1、获取油气井测量装置实验过程中在压裂作业过程和油气产出过程中的产层动态参数,收集光纤传感器采集到的地面测量信号;S1. Acquire the dynamic parameters of the production layer during the fracturing operation and oil and gas production during the experiment of the oil and gas well measurement device, and collect the ground measurement signals collected by the optical fiber sensor;
S2、建立产层动态参数与地面测量信号之间的映射关系,形成数据库;S2. Establish a mapping relationship between the dynamic parameters of production layers and ground measurement signals to form a database;
S3、根据所述映射关系和数据库,对油气井现场进行监测,得到地层压裂效果监测的成果图。S3. According to the mapping relationship and the database, monitor the oil and gas well site, and obtain a result map of formation fracturing effect monitoring.
具体的,在S1中,所述产层动态参数包括产层注入参数和产层产出参数;所述产层注入参数包括注液速度、注液量、注砂量、泵压特征值;所述产层产出参数包括油气水的流速和流量特征值;所述地面测量信号解析后包括地面光信号强度、音色特征、频段、频率特征值。Specifically, in S1, the production layer dynamic parameters include production layer injection parameters and production layer output parameters; the production layer injection parameters include liquid injection speed, liquid injection volume, sand injection volume, and pump pressure characteristic values; The output parameters of the production layer include the flow velocity and flow characteristic value of oil, gas and water; the ground measurement signal includes ground optical signal intensity, tone color characteristic, frequency band, and frequency characteristic value after analysis.
在S1中,所述地面测量信号解析过程包括:将地面测量信号通过傅里叶变换,完成时域到频域的转换;对变换后的频域地面测量信号按照预设的频率范围即下表1所示,进行频段划分;对频域地面测量信号进行分段带通滤波,得到频段:对滤波后的分段的频域地面测量信号进行频率特征识别和音色特征识别;得到频率特征值和音色特征。In S1, the ground measurement signal analysis process includes: performing the Fourier transform on the ground measurement signal to complete the conversion from the time domain to the frequency domain; for the transformed frequency domain ground measurement signal according to the preset frequency range, which is the following table As shown in 1, frequency band division is carried out; the frequency domain ground measurement signal is carried out to segmental bandpass filtering, and the frequency band is obtained: the frequency domain ground measurement signal of the segmented frequency domain after filtering is carried out frequency feature identification and timbre feature identification; the frequency feature value and Timbre characteristics.
表1:被测噪音频段划分Table 1: Division of measured noise frequency bands
在S2中,所述建立产层动态参数与地面测量信号之间的映射关系,包括如下方法:In S2, the establishment of the mapping relationship between the dynamic parameters of the production layer and the ground measurement signal includes the following methods:
S201、调整产层注入参数中的泵压,形成包含多个泵压特征值的泵压特征数组,获取泵压调整过程中对应的地面光信号强度,根据每个泵压特征值对应一个地面光信号强度的对应关系,按下表2所示建立产层注入参数与地面光信号强度的映射关系;S201. Adjust the pump pressure in the injection parameters of the production layer, form a pump pressure characteristic array including multiple pump pressure characteristic values, obtain the corresponding ground light signal intensity during the pump pressure adjustment process, and correspond to a ground light signal according to each pump pressure characteristic value For the corresponding relationship of signal intensity, the mapping relationship between production layer injection parameters and ground optical signal intensity is established as shown in Table 2 below;
表2:产层动态参数与地面测量信号的频率统计特征之间的对应关系Table 2: Correspondence between dynamic parameters of production layers and frequency statistical characteristics of ground measurement signals
S202、调整产层产出参数中的流量,形成包含多个流量值的流量数组,获取流量调整过程中对应的地面光信号强度,根据每个流量值对应一个地面光信号强度的对应关系,建立产层产出参数与地面光信号强度的映射关系;S202. Adjust the flow in the output parameters of the production layer, form a flow array containing multiple flow values, obtain the corresponding ground optical signal strength during the flow adjustment process, and establish a corresponding relationship according to each flow value corresponding to a ground light signal intensity The mapping relationship between production layer output parameters and ground optical signal intensity;
表3:产层动态参数与地面测量信号的地面光信号强度之间的对应关系Table 3: Correspondence between the dynamic parameters of the production layer and the surface optical signal intensity of the ground measurement signal
S203、重复上述S201-S202,分别建立产层注入参数与音色特征的关系以及产层产出参数与音色特征的关系;S203, repeating the above S201-S202, respectively establishing the relationship between the production layer injection parameters and the timbre characteristics and the relationship between the production layer output parameters and the timbre characteristics;
表4测量信号的波形特征跟产层动态参数之间的对应关系。Table 4 Correspondence between waveform characteristics of measured signals and dynamic parameters of production layers.
S204、根据调整产层注入参数中的泵压变化时,对应的地面测量信号的频率变化和频段变化,建立产层注入参数与频段和频率特征值的映射关系;S204. According to the frequency change and frequency band change of the corresponding surface measurement signal when adjusting the pump pressure change in the production layer injection parameters, establish the mapping relationship between the production layer injection parameters and the frequency band and frequency characteristic value;
S205、根据调整产层产出参数中的流量变化时,对应的地面测量信号的频率变化和频段变化,建立产层产出参数与频段和频率特征值的映射关系。S205. Establish a mapping relationship between the production layer output parameter, the frequency band, and the frequency characteristic value according to the frequency change and the frequency band change of the corresponding surface measurement signal when the flow rate change in the production layer output parameter is adjusted.
如图2-3所示,本发明还提供一种利用分布式光纤进行地层压裂效果监测的装置用于实施上述监测方法,包括光纤传感器、主控计算机和地面信号发生和采集面板;As shown in Figures 2-3, the present invention also provides a device for monitoring formation fracturing effects using distributed optical fibers to implement the above monitoring method, including optical fiber sensors, a main control computer, and a ground signal generation and acquisition panel;
在进行实验室模拟实验时,还包括油气井压裂模拟执行机构;油气井压裂模拟执行机构,用于实验过程中执行地层压裂动作,并产生模拟的产层动态参数;When conducting laboratory simulation experiments, it also includes oil and gas well fracturing simulation actuators; oil and gas well fracturing simulation actuators are used to perform formation fracturing actions during the experiment and generate simulated production layer dynamic parameters;
在进行现场压裂作业时,还包括测井作业车和现场压裂机构,所述现场压裂机构用于作业过程中执行地层压裂动作;所述测井作业车用于将光纤置入待测井中预定位置;When performing on-site fracturing operations, it also includes a logging operation vehicle and an on-site fracturing mechanism. The on-site fracturing mechanism is used to perform stratum fracturing actions during the operation; Predetermined position in well logging;
所述光纤传感器用于在油气井压裂作业时,获取地面测量信号;The optical fiber sensor is used to obtain ground measurement signals during oil and gas well fracturing operations;
所述地面信号发生和采集面板,用于向光纤发出光信号,并接收光纤传感器返回的地面测量信号;The ground signal generation and collection panel is used to send an optical signal to the optical fiber and receive the ground measurement signal returned by the optical fiber sensor;
所述主控计算机用于在模拟实验时,获取在压裂作业过程和油气产出过程中的产层动态参数,根据模拟实验时建立的产层动态参数与地面测量信号之间的映射关系,形成数据库;将现场作业的地面测量信号,根据所述映射关系和数据库,对油气井现场进行监测,得到地层压裂效果监测的成果图。The main control computer is used to obtain the dynamic parameters of the production layer during the fracturing operation process and the oil and gas production process during the simulation experiment, and according to the mapping relationship between the dynamic parameters of the production layer established during the simulation experiment and the ground measurement signal, A database is formed; the ground measurement signals of the field operation are monitored on the oil and gas well site according to the mapping relationship and the database, and a result map of formation fracturing effect monitoring is obtained.
所述油气井压裂模拟执行机构包括压裂液罐、砂罐、混料罐、泵和液量砂量泵压调节单元;用于在模拟压裂作业时注入压裂液和支撑剂,输出的产层注入参数包括注液速度、注液量、注砂量、泵压特征值;The oil and gas well fracturing simulation actuator includes a fracturing fluid tank, a sand tank, a mixing tank, a pump, and a liquid volume sand volume pump pressure adjustment unit; it is used to inject fracturing fluid and proppant when simulating a fracturing operation, and output The production layer injection parameters include liquid injection speed, liquid injection volume, sand injection volume, and characteristic values of pump pressure;
所述现场压裂机构包括压裂车、混砂车、压裂仪表车和管汇车;所述现场压裂机构用于执行地层压裂动作,并产生产层产出参数;所述产层产出参数包括油气水的流速和流量特征值。The on-site fracturing mechanism includes a fracturing vehicle, a sand mixing vehicle, a fracturing instrument vehicle, and a manifold vehicle; the on-site fracturing mechanism is used to perform stratum fracturing operations and generate production layer output parameters; the production layer Production parameters include flow velocity and flow characteristic values of oil, gas and water.
主控计算机还包括对所述光纤传感器获取的地面测量信号进行解析后得到地面光信号强度、音色特征、频段、频率特征值。The main control computer also includes analyzing the ground measurement signal acquired by the optical fiber sensor to obtain ground optical signal strength, timbre feature, frequency band, and frequency feature value.
所述地面测量信号解析过程包括:将地面测量信号通过傅里叶变换,完成时域到频域的转换;对变换后的频域地面测量信号按照预设的频率范围,进行频段划分;对频域地面测量信号进行分段带通滤波,得到频段;对滤波后的分段的频域地面测量信号进行频率特征识别和音色特征识别;得到频率特征值和音色特征。The ground measurement signal analysis process includes: converting the ground measurement signal from the time domain to the frequency domain through Fourier transform; dividing the converted frequency domain ground measurement signal into frequency bands according to the preset frequency range; The frequency domain ground measurement signal is segmented and band-pass filtered to obtain frequency bands; the frequency feature identification and timbre feature identification are performed on the filtered segmented frequency domain ground measurement signal; the frequency feature value and timbre feature are obtained.
所述建立产层动态参数与地面测量信号之间的映射关系,包括:The establishment of the mapping relationship between the dynamic parameters of the production layer and the ground measurement signal includes:
调整产层注入参数中的泵压,形成包含多个泵压特征值的泵压特征数组,获取泵压调整过程中对应的地面光信号强度,根据每个泵压特征值对应一个地面光信号强度的对应关系,建立产层注入参数与地面光信号强度的映射关系;Adjust the pump pressure in the production layer injection parameters to form a pump pressure characteristic array containing multiple pump pressure characteristic values, obtain the corresponding ground optical signal strength during the pump pressure adjustment process, and correspond to a ground optical signal strength according to each pump pressure characteristic value The mapping relationship between production layer injection parameters and ground optical signal intensity is established;
调整产层产出参数中的流量,形成包含多个流量值的流量数组,获取流量调整过程中对应的地面光信号强度,根据每个流量值对应一个地面光信号强度的对应关系,建立产层产出参数与地面光信号强度的映射关系;Adjust the flow in the output parameters of the production layer to form a flow array containing multiple flow values, obtain the corresponding ground optical signal strength during the flow adjustment process, and establish the production layer according to the corresponding relationship between each flow value corresponding to a ground optical signal intensity The mapping relationship between output parameters and ground optical signal strength;
重复上述过程,分别建立产层注入参数与音色特征的关系以及产层产出参数与音色特征的关系;Repeat the above process to establish the relationship between production layer injection parameters and timbre characteristics and the relationship between production layer output parameters and timbre characteristics;
根据调整产层注入参数中的泵压变化时,对应的地面测量信号的频率变化和频段变化,建立产层注入参数与频段和频率特征值的映射关系;According to the frequency change and frequency band change of the corresponding ground measurement signal when the pump pressure change in the production layer injection parameters is adjusted, the mapping relationship between the production layer injection parameters and the frequency band and frequency characteristic value is established;
根据调整产层产出参数中的流量变化时,对应的地面测量信号的频率变化和频段变化,建立产层产出参数与频段和频率特征值的映射关系。According to the frequency change and frequency band change of the corresponding surface measurement signal when the flow rate change in the production layer output parameter is adjusted, the mapping relationship between the production layer output parameter, the frequency band and the frequency characteristic value is established.
在本申请中,还可以通过对上述产层产出参数以及产层注入参数与地面测量信号的解析数据的映射关系进行线性拟合后,即可得到具体的映射函数,由此可实现根据测量信号,即可得到具体的监测数据的结果。In this application, the specific mapping function can also be obtained by linearly fitting the mapping relationship between the above-mentioned production layer output parameters and production layer injection parameters and the analytical data of the ground measurement signal, thereby realizing the Signal, you can get the results of specific monitoring data.
在一个具体实施例中,数据采集与处理分为两部分:一部分是实验室数据采集与处理,另一部分是现场数据采集与处理。In a specific embodiment, data collection and processing is divided into two parts: one part is laboratory data collection and processing, and the other part is field data collection and processing.
实验室数据采集与处理,就是利用前面描述的实验装置,在计算机的自动控制下,模拟压裂作业过程和油气产出过程,在预设不同的产层注入参数和产层产出参数的情况下,完成散射光数据采集,并通过软件分析处理(噪音解析法),建立测量信号和产层注入参数(产出参数)的对应关系,并形成数据库。Laboratory data collection and processing is to use the experimental device described above, under the automatic control of the computer, to simulate the fracturing operation process and oil and gas production process, and to preset different production layer injection parameters and production layer output parameters. Next, the scattered light data collection is completed, and through software analysis and processing (noise analysis method), the corresponding relationship between the measurement signal and the production layer injection parameters (production parameters) is established, and a database is formed.
现场数据采集与处理,就是利用前面描述的油气井现场测量装置,在压裂作业的同时,于同井或邻井下入分布式光纤,完成数据的采集过程,并通过软件分析处理,得到地层压裂效果监测的成果图。这些成果图包括:测量信号频谱图、测量信号强度分布图、测量信号音色波形图。On-site data acquisition and processing is to use the oil and gas well on-site measurement device described above to run distributed optical fibers in the same well or adjacent wells at the same time as the fracturing operation to complete the data acquisition process, and through software analysis and processing, the formation pressure can be obtained. The result map of cracking effect monitoring. These result graphs include: measurement signal spectrum graph, measurement signal strength distribution graph, and measurement signal timbre waveform graph.
如图5所示,这是某时刻某深度条件下,测量信号的频谱图。x轴代表时间,z轴代表深度,y轴代表测量信号的频率谱线,该谱线是地面软件对某个测量信号进行解析(噪音解析法)后,得到的频段和频率特征值以曲线的形式呈现出来。把这些数值或曲线跟我们形成的数据库结合,就可以得到注入剖面、泵压、产出剖面等参数值。As shown in Figure 5, this is the spectrum diagram of the measured signal under certain depth conditions at a certain time. The x-axis represents time, the z-axis represents depth, and the y-axis represents the frequency spectral line of the measurement signal, which is the frequency band and frequency characteristic value obtained after the ground software analyzes a certain measurement signal (noise analysis method) in the form of a curve form presented. Combining these values or curves with the database we have formed, we can obtain parameter values such as injection profile, pump pressure, and production profile.
以往获取注入剖面、泵压、产出剖面等参数值,主要靠地面计量得到的产量数据,通过模拟计算的方法实现。In the past, parameter values such as injection profiles, pump pressures, and production profiles were obtained mainly by means of simulation calculations based on production data obtained from surface measurement.
本方法是通过大量模拟实验结合实际测井数据,在大数据的基础上实现,使得测量结果的精度更高。This method is implemented on the basis of big data through a large number of simulation experiments combined with actual logging data, so that the accuracy of the measurement results is higher.
如图6所示,该图呈现的是压裂实施过程中(压裂结束后),产层当中某射孔段的各射孔簇进液(产液)的情况,横坐标代表射孔簇,纵坐标代表射孔段,图像中,幅度的高低代表进液/进砂量(产液/产砂量)的大小,颜色的深浅代表进液/进砂(产液/产砂)速度的大小。该成果图把压裂效果的评价从定性的水平提升到了定量的水平。As shown in Figure 6, this figure presents the situation of each perforation cluster in a certain perforation section in the production layer entering fluid (fluid production) during the fracturing implementation process (after fracturing), and the abscissa represents the perforation cluster , the ordinate represents the perforation section. In the image, the magnitude of the amplitude represents the amount of liquid/sand input (liquid production/sand production), and the depth of the color represents the speed of liquid/sand injection (liquid production/sand production). size. The result map has raised the evaluation of fracturing effect from a qualitative level to a quantitative level.
详情如下表5阐述:The details are explained in Table 5 below:
表5:图表与图像的对应关系Table 5: Correspondence between charts and images
显然,上述实施例仅是为清楚地说明所作的举例,而并非对实施方式的限定。对于所属领域的普通技术人员来说,在上述说明的基础上还可以做出其它不同形式的变化或变动。这里无需也无法对所有的实施方式予以穷举。而由此所引伸出的显而易见的变化或变动仍处于本发明创造的保护范围之中。Apparently, the above-mentioned embodiments are only examples for clear description, rather than limiting the implementation. For those of ordinary skill in the art, other changes or changes in different forms can be made on the basis of the above description. It is not necessary and impossible to exhaustively list all the implementation manners here. And the obvious changes or changes derived therefrom are still within the scope of protection of the present invention.
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