CN115655133B - Ground stress measurement method based on optical fiber strain sensing pipe string - Google Patents
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Abstract
Description
技术领域Technical Field
本发明属于地应力测量技术领域,尤其涉及一种基于光纤应变感测管柱的地应力测量方法。The present invention belongs to the technical field of ground stress measurement, and in particular relates to a ground stress measurement method based on an optical fiber strain sensing column.
背景技术Background technique
地应力,指地层原位地应力状态。在钻井工程、矿业工程、道路工程等岩土工程领域中,地应力作为关键工程参数之一,受到了广泛的关注。因此,如何对地应力进行准确地测量和预测,一直是岩土工程领域的研究热点。Geostress refers to the in-situ geostress state of the stratum. In geotechnical engineering fields such as drilling engineering, mining engineering, and road engineering, geostress, as one of the key engineering parameters, has received extensive attention. Therefore, how to accurately measure and predict geostress has always been a research hotspot in the field of geotechnical engineering.
但是,传统地应力测量只能进行单点位的静态测量,测量结果仅可代表某一时刻、某一位置处的地应力状态,在油气井固井或投产完成后,无法再次进行地应力测量;而且测量地应力的空间分辨率越高,需要测量的点位越多,传统方式仅可测量某一点位或某一深度处的地应力状态;此外,传统地应力测量方法需要进行取心、钻孔、下传感器、水力压裂、嵌扁千斤顶等一系列复杂操作,测量难度偏高。However, traditional geostress measurement can only perform static measurement at a single point, and the measurement result can only represent the geostress state at a certain time and location. After the cementing or production of the oil and gas well is completed, geostress measurement cannot be performed again; and the higher the spatial resolution of geostress measurement, the more points need to be measured, and the traditional method can only measure the geostress state at a certain point or a certain depth; in addition, the traditional geostress measurement method requires a series of complex operations such as coring, drilling, lowering sensors, hydraulic fracturing, and embedding flat jacks, which makes the measurement difficult.
发明内容Summary of the invention
本发明的主要目的是提出一种基于光纤应变感测管柱的地应力测量方法,旨在解决现有技术中的地应力测量方法只能进行单点位静态测量且操作难度高的技术问题。The main purpose of the present invention is to propose a ground stress measurement method based on an optical fiber strain sensing column, aiming to solve the technical problem that the ground stress measurement method in the prior art can only perform single-point static measurement and has high operation difficulty.
为了实现上述目的,本发明提供一种基于光纤应变感测管柱的地应力测量方法,其中,光纤应变感测管柱包括:In order to achieve the above object, the present invention provides a method for measuring ground stress based on an optical fiber strain sensing column, wherein the optical fiber strain sensing column comprises:
管柱本体,设有用于连接注液加压系统的入口端,管柱本体能够根据内外压力变化产生应变;和A pipe column body, provided with an inlet port for connecting to a liquid injection pressurization system, the pipe column body being capable of generating strain according to changes in internal and external pressures; and
光纤传感器,粘接在管柱本体的外周壁上,并能够测量管柱本体的应变,光纤传感器上设有多个间隔布置的感测点和用于标记多个感测点的空间位置的定位标记;The optical fiber sensor is bonded to the outer peripheral wall of the pipe column body and can measure the strain of the pipe column body. The optical fiber sensor is provided with a plurality of sensing points arranged at intervals and positioning marks for marking the spatial positions of the plurality of sensing points.
地应力测量方法,应用于光纤应变感测管柱中,地应力测量方法包括:The ground stress measurement method is applied to the optical fiber strain sensing string, and the ground stress measurement method includes:
步骤S10:制备光纤应变感测管柱,并获取光纤应变感测管柱的应变校正系数;Step S10: preparing an optical fiber strain sensing column and obtaining a strain correction coefficient of the optical fiber strain sensing column;
步骤S20:将光纤应变感测管柱埋入岩体中;Step S20: burying the optical fiber strain sensing string in the rock mass;
步骤S30:对光纤应变感测管柱施加不同的预设压力,并根据应变校正系数测量光纤应变感测管柱的外周壁在不同预设压力下的应变实际值;Step S30: applying different preset pressures to the optical fiber strain sensing tube column, and measuring the actual strain value of the outer wall of the optical fiber strain sensing tube column under the different preset pressures according to the strain correction coefficient;
步骤S40:根据应变实际值获取地层弹性参数;Step S40: obtaining formation elastic parameters according to the actual strain value;
步骤S50:获取上覆地层压力,根据上覆地层压力和地层弹性参数,计算岩体的静态地应力。Step S50: Obtain the overlying formation pressure, and calculate the static in-situ stress of the rock mass according to the overlying formation pressure and formation elastic parameters.
在本发明实施例中,管柱本体的外周壁设有螺纹状的浅刻槽,光纤传感器位于浅刻槽内并沿浅刻槽螺旋缠绕在管柱本体的外周侧。In the embodiment of the present invention, the outer peripheral wall of the pipe column body is provided with a thread-shaped shallow groove, and the optical fiber sensor is located in the shallow groove and spirally wound around the outer peripheral side of the pipe column body along the shallow groove.
在本发明实施例中,光纤应变感测管柱还包括包裹在管柱本体外壁上的薄膜。In an embodiment of the present invention, the optical fiber strain sensing column further includes a film wrapped on the outer wall of the column body.
在本发明实施例中,步骤S10包括:In the embodiment of the present invention, step S10 includes:
密封光纤应变感测管柱;Sealed fiber optic strain sensing column;
通过注液加压系统向光纤应变感测管柱内施加预设压力,并根据预设压力计算得出光纤应变感测管柱的校正应变实际值;Applying a preset pressure to the optical fiber strain sensing string through a liquid injection pressurization system, and calculating the actual value of the corrected strain of the optical fiber strain sensing string according to the preset pressure;
记录各感测点所测量出的校正应变测量值;Record the corrected strain measurement value measured at each sensing point;
利用解析法或数值模拟方法,将校正应变测量值与校正应变实际值进行线性校正,即可得到应变校正系数。The strain correction coefficient can be obtained by linearly correcting the measured value of the correction strain and the actual value of the correction strain using analytical methods or numerical simulation methods.
在本发明实施例中,步骤S20包括:In the embodiment of the present invention, step S20 includes:
对岩体进行钻安装孔;Drilling installation holes into the rock mass;
将光纤应变感测管柱放置于安装孔中,并在安装孔的内壁面与光纤应变感测管柱的外壁面之间灌注水泥。The optical fiber strain sensing tube column is placed in the installation hole, and cement is poured between the inner wall surface of the installation hole and the outer wall surface of the optical fiber strain sensing tube column.
在本发明实施例中,步骤S30包括:In the embodiment of the present invention, step S30 includes:
通过注液加压系统向光纤应变感测管柱内注入不同预设压力的高压液体,以使光纤应变感测管柱的内部产生不同的内压;Inject high-pressure liquids of different preset pressures into the optical fiber strain sensing column through a liquid injection and pressurization system, so that different internal pressures are generated inside the optical fiber strain sensing column;
采用光纤传感器对光纤应变感测管柱的应变进行感测,并获取光纤应变感测管柱在不同内压作用下的应变测量值;The optical fiber sensor is used to sense the strain of the optical fiber strain sensing pipe string, and the strain measurement value of the optical fiber strain sensing pipe string under different internal pressures is obtained;
根据应变测量值和应变校正系数得到应变实际值。The actual strain value is obtained based on the strain measurement value and the strain correction coefficient.
在本发明实施例中,步骤S40包括:In the embodiment of the present invention, step S40 includes:
步骤S41:根据光纤应变感测管柱的预设压力和应变实际值与地层弹性参数之间的函数关系,获取应变假设值和地层弹性参数假设值;Step S41: obtaining a strain assumption value and a formation elastic parameter assumption value according to a functional relationship between a preset pressure of the optical fiber strain sensing string, an actual strain value and a formation elastic parameter;
步骤S42:重复步骤S41,直至应变假设值与应变实际值之间的误差达到预设误差范围,地层弹性参数假设值即为岩体实际的地层弹性参数。Step S42: Repeat step S41 until the error between the assumed strain value and the actual strain value reaches a preset error range, and the assumed value of the formation elastic parameter is the actual formation elastic parameter of the rock mass.
在本发明实施例中,步骤S50包括:In the embodiment of the present invention, step S50 includes:
利用地层弹性参数与静态地应力的线性关系式获取静态地应力与上覆地层压力之间的比值,并根据上覆地层压力和比值获取静态地应力。The ratio between the static geostress and the overlying formation pressure is obtained by using the linear relationship between the formation elastic parameters and the static geostress, and the static geostress is obtained according to the overlying formation pressure and the ratio.
在本发明实施例中,地层弹性参数与静态地应力的线性关系式为:In the embodiment of the present invention, the linear relationship between the formation elastic parameter and the static ground stress is:
其中,Ex、Ey、Ez、υxy、υxz、υyz均为地层弹性参数;σx、σy为水平地应力;σz为上覆地层压力。Among them, Ex , Ey , Ez , υxy , υxz , and υyz are all formation elastic parameters; σx and σy are horizontal ground stresses; σz is the overlying formation pressure.
通过上述技术方案,本发明实施例所提供的基于光纤应变感测管柱的地应力测量方法具有如下的有益效果:Through the above technical solution, the ground stress measurement method based on optical fiber strain sensing pipe string provided by the embodiment of the present invention has the following beneficial effects:
相较于传统的地应力测量,采用本发明的光纤应变感测管柱对地应力进行测量时,能够对地应力在不同时间段的动态变化进行持续感测;而且采用缠绕式的光纤应变感测管柱,将高空间分辨率的光纤传感器安装至地层内,由于光纤传感器具有多个感测点且空间感测分辨率高达1mm,可以实现对地应力的高空间分辨率的多点位测量。此外,光纤应变感测管柱埋入地层岩体之后,可作为生产管柱、结构管柱、流体流动通道或岩体内结构件等一直留在地层中,以实现对地应力状态在不同时间段的持续感测,无需额外操作。Compared with the traditional ground stress measurement, when the fiber optic strain sensing string of the present invention is used to measure ground stress, it is possible to continuously sense the dynamic changes of ground stress in different time periods; and a winding fiber optic strain sensing string is used to install a high spatial resolution fiber optic sensor into the formation. Since the fiber optic sensor has multiple sensing points and the spatial sensing resolution is as high as 1mm, it can achieve high spatial resolution multi-point measurement of ground stress. In addition, after the fiber optic strain sensing string is buried in the formation rock mass, it can be used as a production string, a structural string, a fluid flow channel or a structural member in the rock mass, etc., to remain in the formation to achieve continuous sensing of the ground stress state in different time periods without additional operation.
本发明的其它特征和优点将在随后的具体实施方式部分予以详细说明。Other features and advantages of the present invention will be described in detail in the following detailed description.
附图说明BRIEF DESCRIPTION OF THE DRAWINGS
附图是用来提供对本发明的理解,并且构成说明书的一部分,与下面的具体实施方式一起用于解释本发明,但并不构成对本发明的限制。在附图中:The accompanying drawings are used to provide an understanding of the present invention and constitute a part of the specification. Together with the following specific embodiments, they are used to explain the present invention, but do not constitute a limitation of the present invention. In the accompanying drawings:
图1是根据本发明一实施例中地应力测量方法的流程示意图;FIG1 is a schematic flow chart of a method for measuring ground stress according to an embodiment of the present invention;
图2是根据本发明一实施例中光纤应变感测管柱的结构示意图;FIG2 is a schematic diagram of the structure of an optical fiber strain sensing column according to an embodiment of the present invention;
图3是根据本发明一实施例中应变实际值对预设压力的响应曲线图。FIG. 3 is a response curve diagram of the actual strain value to the preset pressure according to an embodiment of the present invention.
附图标记说明Description of Reference Numerals
具体实施方式Detailed ways
以下结合附图对本发明的具体实施例进行详细说明。应当理解的是,此处所描述的具体实施例仅用于说明和解释本发明,并不用于限制本发明。The specific embodiments of the present invention are described in detail below in conjunction with the accompanying drawings. It should be understood that the specific embodiments described herein are only used to illustrate and explain the present invention, and are not used to limit the present invention.
下面参考附图描述根据本发明的基于光纤应变感测管柱的地应力测量方法。The ground stress measurement method based on the optical fiber strain sensing string according to the present invention is described below with reference to the accompanying drawings.
如图2所示,在本发明的实施例中,提供一种光纤应变感测管柱,其中,光纤应变感测管柱包括管柱本体20和光纤传感器10,管柱本体20设有用于连接注液加压系统的入口端,管柱本体20能够根据内外压力变化产生应变;光纤传感器10粘接在管柱本体20的外周壁上,并能够测量管柱本体20的应变,光纤传感器10上设有多个间隔布置的感测点11和用于标记多个所述感测点11的空间位置的定位标记。As shown in FIG2 , in an embodiment of the present invention, a fiber optic strain sensing column is provided, wherein the fiber optic strain sensing column includes a column body 20 and a fiber optic sensor 10, the column body 20 is provided with an inlet end for connecting to a liquid injection pressurization system, and the column body 20 can generate strain according to changes in internal and external pressures; the fiber optic sensor 10 is bonded to the outer peripheral wall of the column body 20 and can measure the strain of the column body 20, and the fiber optic sensor 10 is provided with a plurality of sensing points 11 arranged at intervals and positioning marks for marking the spatial positions of the plurality of sensing points 11.
采用本发明的光纤应变感测管柱对地应力进行测量时,能够对地应力在不同时间段的动态变化进行持续感测;而且采用缠绕式的光纤应变感测管柱,将高空间分辨率的光纤传感器10安装至地层内,由于光纤传感器10具有多个感测点11且空间感测分辨率高达1mm,可以实现对地应力的高空间分辨率的多点位测量。When the optical fiber strain sensing column of the present invention is used to measure ground stress, the dynamic changes of ground stress in different time periods can be continuously sensed; and a winding optical fiber strain sensing column is used to install a high spatial resolution optical fiber sensor 10 into the formation. Since the optical fiber sensor 10 has multiple sensing points 11 and the spatial sensing resolution is as high as 1 mm, multi-point measurement of ground stress with high spatial resolution can be achieved.
在制备光纤应变感测管柱时,首先将光纤传感器10螺旋式的缠绕在管柱本体20的外周壁上,通过502胶水或酚醛树脂等粘接剂,将光纤传感器10固定在管柱本体20上。此时,光纤传感器10包裹在管柱本体20的外壁面上,并与管柱本体20之间建立起应变对应关系,使光纤传感器10可对管柱本体20的外表面应变进行同步感测。When preparing the optical fiber strain sensing column, the optical fiber sensor 10 is firstly spirally wound on the outer peripheral wall of the column body 20, and the optical fiber sensor 10 is fixed on the column body 20 by adhesives such as 502 glue or phenolic resin. At this time, the optical fiber sensor 10 is wrapped on the outer wall surface of the column body 20, and a strain correspondence relationship is established between the optical fiber sensor 10 and the column body 20, so that the optical fiber sensor 10 can synchronously sense the outer surface strain of the column body 20.
在对光纤传感器10进行缠绕时,可采用刻槽定位或定螺旋升角缠绕两种方法对光纤传感器10进行缠绕安装。刻槽定位法为:通过机械加工,在管柱本体20的外周壁上进行车制螺纹状的浅刻槽,并将光纤传感器10安装于浅刻槽内并沿浅刻槽螺旋缠绕在管柱本体20的外周侧,此方式能够在对管柱本体20强度影响细微的情况下,实现光纤传感器10的安装定位,并且可以利用浅刻槽对光纤传感器10进行保护,使其不受外界面粘接物质的影响,提高光纤传感器10的感测稳定性。定螺旋升角缠绕法为:利用光纤缠绕设备,以一定螺旋升角,稳定地将光纤传感器10以预设的位置固定在管柱本体20上。定螺旋升角法的优势在于对管柱本体20结构件强度和应力分布不产生额外影响,刻槽定位法的优势在于可以更好地保护光纤应变感测的稳定性。When winding the optical fiber sensor 10, two methods can be used to wind and install the optical fiber sensor 10: groove positioning or fixed spiral angle winding. The groove positioning method is: through mechanical processing, a threaded shallow groove is machined on the outer peripheral wall of the pipe column body 20, and the optical fiber sensor 10 is installed in the shallow groove and spirally wound on the outer peripheral side of the pipe column body 20 along the shallow groove. This method can achieve the installation and positioning of the optical fiber sensor 10 under the condition of slight influence on the strength of the pipe column body 20, and the shallow groove can be used to protect the optical fiber sensor 10 from the influence of the adhesive material on the external interface, thereby improving the sensing stability of the optical fiber sensor 10. The fixed spiral angle winding method is: using the optical fiber winding equipment, with a certain spiral angle, the optical fiber sensor 10 is stably fixed on the pipe column body 20 at a preset position. The advantage of the fixed spiral angle method is that it does not have an additional impact on the strength and stress distribution of the structural parts of the pipe column body 20, and the advantage of the groove positioning method is that it can better protect the stability of the optical fiber strain sensing.
由于光纤传感器10的物理特性限制,光纤传感器10上具有多个等间隔布置的感测点11,光纤传感器10通过测量感测点11的空间位置反应管柱本体20的应变,因此,要对感测点11在管柱本体20的外周壁上的初始分布位置进行标记,以明确感测点11的初始位置,从而在感测点11的外置变化中得到管柱本体20的应变。具体操作为:在光纤传感器10与管柱本体20粘结完毕后,利用点压法或液氮点喷法对感测点11进行标记。其中,点压法利用探针等尖锐刚性物体对光纤传感器10上的某点进行点按标记,使被点按处产生局部应变,并利用感测点11之间的间隔距离得到下一感测点11的具体空间位置,进而推演后续各感测点11的空间位置;液氮点喷法与点压法类似,采用液氮点喷的方式,使光纤传感器10局部产生明显频移,进而实现标记。Due to the physical characteristics of the optical fiber sensor 10, there are multiple sensing points 11 arranged at equal intervals on the optical fiber sensor 10. The optical fiber sensor 10 reflects the strain of the pipe column body 20 by measuring the spatial position of the sensing points 11. Therefore, the initial distribution position of the sensing points 11 on the outer peripheral wall of the pipe column body 20 should be marked to clarify the initial position of the sensing points 11, so as to obtain the strain of the pipe column body 20 in the external change of the sensing points 11. The specific operation is: after the optical fiber sensor 10 and the pipe column body 20 are bonded, the sensing point 11 is marked by the point pressure method or the liquid nitrogen point spraying method. Among them, the point pressure method uses a sharp rigid object such as a probe to press and mark a point on the optical fiber sensor 10, so that the pressed point generates local strain, and the specific spatial position of the next sensing point 11 is obtained by using the interval distance between the sensing points 11, and then the spatial position of each subsequent sensing point 11 is deduced; the liquid nitrogen point spraying method is similar to the point pressure method, and uses the liquid nitrogen point spraying method to make the optical fiber sensor 10 locally produce obvious frequency shift, thereby achieving marking.
在管柱本体20上安装好光纤传感器10之后,需要对管柱本体20进行薄膜包裹,以屏蔽界面粘结物质的影响,保证光纤传感器10的测量精度。After the optical fiber sensor 10 is installed on the pipe column body 20 , the pipe column body 20 needs to be wrapped with a film to shield the influence of the interface bonding material and ensure the measurement accuracy of the optical fiber sensor 10 .
需要说明的是,在现有技术中,差应变法作为常用的室内试验法,被广泛地应用于地应力测量中,其理论基础是地层中的微裂缝的记忆性:当岩体上的井眼形成后,井壁及被钻取的岩体所处的由远场地应力控制的平衡状态被破坏,发生应力释放,形成了新的应力平衡状态。而岩体中含有的大量微裂缝,受应力释放影响,发生膨胀、压缩、剪切等位移作用,从而影响井壁及岩体的岩石弹性参数,因此地应力状态被蕴藏在岩石弹性参数中。传统差应变法实验对象是取至地面的井下岩心,先对岩心表面贴敷应变片,再对岩体施加静水压力,记录加压过程中的应变,通过计算主应力比来代表远场地应力比值,进而计算得到远场地应力。It should be noted that in the prior art, the differential strain method, as a commonly used indoor test method, is widely used in geostress measurement. Its theoretical basis is the memory of microcracks in the stratum: when a wellbore is formed on the rock mass, the equilibrium state controlled by the far-field stress of the well wall and the drilled rock mass is destroyed, stress release occurs, and a new stress equilibrium state is formed. The large number of microcracks contained in the rock mass are affected by stress release, and displacements such as expansion, compression, and shear occur, thereby affecting the rock elastic parameters of the well wall and the rock mass. Therefore, the geostress state is contained in the rock elastic parameters. The experimental object of the traditional differential strain method is the underground core taken to the ground. First, a strain gauge is attached to the surface of the core, and then hydrostatic pressure is applied to the rock mass. The strain during the pressurization process is recorded, and the far-field stress ratio is represented by calculating the principal stress ratio, and then the far-field stress is calculated.
随着传感技术的发展,光纤感测技术的测量准确度和空间分辨率等关键技术指标得到了大幅度的提升。与传统应变测量方法相比,光纤传感技术具有高空间分辨率、高频率、高精确度等优点。其在岩土工程领域中的应用成为新的研究热点之一。本发明结合了光纤应变传感技术和差应变法,发明了一种全新的地应力测量方法,该方法能够适用于室内试验、井下测量等多种测量场景。With the development of sensing technology, key technical indicators such as measurement accuracy and spatial resolution of fiber optic sensing technology have been greatly improved. Compared with traditional strain measurement methods, fiber optic sensing technology has the advantages of high spatial resolution, high frequency, and high precision. Its application in the field of geotechnical engineering has become one of the new research hotspots. The present invention combines fiber optic strain sensing technology with differential strain method to invent a new method for measuring ground stress, which can be applied to a variety of measurement scenarios such as indoor tests and underground measurements.
本发明的理论基础与传统差应变法理论相同,即岩石的微裂缝具有记忆性,可以将地应力状态信息储存在岩石的弹性参数中,进而能够利用岩石的弹性力学参数对地应力进行反演。本发明中的地应力测量方法的核心部件为上述的光纤应变感测管柱。在地应力测量时,首先需要在地层岩体上开设井口,再将光纤应变感测管柱从井口埋入地层中,并利用固井水泥将光纤应变感测管柱与地层相粘结,进而形成应力传递关系。此时,光纤传感器10感测的应变为管柱本体20与水泥界面处的应变,由于地层的地应力状态在管柱下入前就已释放,形成了新的平衡状态,所以光纤应变感测管柱下入地层后,无应变信号产生。此时采用内压法,人为地向管柱本体20的内部注入高压液体,进而使光纤传感器10产生可反映地层弹性参数的应变信号。The theoretical basis of the present invention is the same as the traditional differential strain method theory, that is, the micro-cracks of the rock have memory, and the ground stress state information can be stored in the elastic parameters of the rock, and then the elastic mechanical parameters of the rock can be used to invert the ground stress. The core component of the ground stress measurement method in the present invention is the above-mentioned optical fiber strain sensing column. When measuring ground stress, it is first necessary to open a wellhead on the formation rock mass, and then bury the optical fiber strain sensing column from the wellhead into the formation, and use cementing cement to bond the optical fiber strain sensing column to the formation, thereby forming a stress transfer relationship. At this time, the strain sensed by the optical fiber sensor 10 is the strain at the interface between the column body 20 and the cement. Since the ground stress state of the formation has been released before the column is lowered, a new equilibrium state is formed, so after the optical fiber strain sensing column is lowered into the formation, no strain signal is generated. At this time, the internal pressure method is used to artificially inject high-pressure liquid into the interior of the column body 20, so that the optical fiber sensor 10 generates a strain signal that can reflect the elastic parameters of the formation.
利用内压法可以得到不同内压作用时的管柱本体20外表面处的应变值。值得注意的是,由于光纤传感器10具有高空间分辨率特性,感测管柱可得到数量庞大的不同时间、不同空间的应变感测结果。此时,可以对应变感测结果进行反演,以得到地层弹性参数随管柱本体20内压的变化曲线,进而反演得到某一时段的地应力。此外,该发明可以得到如岩石各向异性弹性参数的衍生参数。The internal pressure method can be used to obtain the strain value at the outer surface of the pipe column body 20 under different internal pressures. It is worth noting that since the optical fiber sensor 10 has a high spatial resolution characteristic, the sensing pipe column can obtain a large number of strain sensing results at different times and in different spaces. At this time, the strain sensing results can be inverted to obtain the change curve of the formation elastic parameters with the internal pressure of the pipe column body 20, and then inverted to obtain the ground stress of a certain period of time. In addition, the invention can obtain derivative parameters such as anisotropic elastic parameters of rocks.
在得到了某一时段的地应力后,由于光纤应变感测管柱埋藏于地层岩体中,可作为生产管柱、结构管柱、流体流动通道或岩体内结构件等一直留在地层中。当地层中的地应力随着时间发生变化时,光纤应变感测管柱的外表面会产生应变并发出相应的应变信号。对该应变信号的连续监测,可以对地应力变化进行反演,进而得到不同时间轴上的动态地应力变化结果,以实现对地应力状态在不同时间段的持续感测。After obtaining the ground stress of a certain period of time, since the optical fiber strain sensing pipe string is buried in the formation rock mass, it can be used as a production pipe string, a structural pipe string, a fluid flow channel or a structural part in the rock mass and remain in the formation. When the ground stress in the formation changes over time, the outer surface of the optical fiber strain sensing pipe string will produce strain and send out corresponding strain signals. Continuous monitoring of the strain signal can invert the ground stress change, and then obtain the dynamic ground stress change results on different time axes, so as to realize the continuous sensing of the ground stress state in different time periods.
需要注意的是,为了形成管柱本体20的内部高压,需要保证管柱本体20为密封结构,从而需要在管柱本体20的两端形成物理封隔,根据不同的地应力测量环境可以选择封隔器封隔或端部焊接等方式密封管柱本体20。It should be noted that in order to form the internal high pressure of the tubular body 20, it is necessary to ensure that the tubular body 20 is a sealed structure, so that physical isolation needs to be formed at both ends of the tubular body 20. According to different ground stress measurement environments, the tubular body 20 can be sealed by means of isolation by a packer or end welding.
如图1所示,为了进一步地理解本申请的技术方案,如下对地应力测量方法的整体工作步骤进行详细描述,本发明的地应力测量方法包括:As shown in FIG. 1 , in order to further understand the technical solution of the present application, the overall working steps of the ground stress measurement method are described in detail as follows. The ground stress measurement method of the present invention includes:
步骤S10:制备光纤应变感测管柱,并获取光纤应变感测管柱的应变校正系数;Step S10: preparing an optical fiber strain sensing column and obtaining a strain correction coefficient of the optical fiber strain sensing column;
步骤S20:将光纤应变感测管柱埋入岩体中;Step S20: burying the optical fiber strain sensing string in the rock mass;
步骤S30:对光纤应变感测管柱施加不同的预设压力,并根据应变校正系数测量光纤应变感测管柱的外周壁在不同预设压力下的应变实际值,预设压力的范围约为0-25MPa;Step S30: applying different preset pressures to the optical fiber strain sensing column, and measuring the actual strain value of the outer wall of the optical fiber strain sensing column under different preset pressures according to the strain correction coefficient, wherein the preset pressure ranges from about 0 to 25 MPa;
步骤S40:根据应变实际值获取地层弹性参数;Step S40: obtaining formation elastic parameters according to the actual strain value;
步骤S50:获取上覆地层压力,根据上覆地层压力和地层弹性参数,计算岩体的静态地应力。Step S50: Obtain the overlying formation pressure, and calculate the static in-situ stress of the rock mass according to the overlying formation pressure and formation elastic parameters.
相较于传统地应力测量方法,本发明采用光纤应变感测管柱作为传感媒介,对地层岩体的应变进行感测,进而反演出地层弹性参数和地应力。本发明的地应力测量方法能够对地应力在不同时间段的动态变化进行持续感测;而且采用缠绕式的光纤应变感测管柱,将高空间分辨率的光纤传感器10安装至地层内,由于光纤传感器10具有多个感测点11且空间感测分辨率高达1mm,可以实现对地应力的高空间分辨率的多点位测量;此外,本发明的地应力测量方法的操作难度低,光纤应变感测管柱埋入地层岩体之后,可作为生产管柱、结构管柱、流体流动通道或岩体内结构件等一直留在地层中,当需要测量地应力在不同时段下的动态数值时,仅需通过重新测量的应变实际值,对地层弹性参数进行新一轮反演,进而可以得到不同时间轴上的动态地应力变化结果,以实现对地应力状态在不同时间段的持续感测。有效解决了现有技术中的地应力测量方法只能进行对单一时间段的地应力进行静态测量的技术问题,无需额外操作。Compared with the traditional ground stress measurement method, the present invention adopts the optical fiber strain sensing pipe string as the sensing medium to sense the strain of the formation rock mass, and then invert the formation elastic parameters and ground stress. The ground stress measurement method of the present invention can continuously sense the dynamic changes of ground stress in different time periods; and the winding optical fiber strain sensing pipe string is used to install the optical fiber sensor 10 with high spatial resolution into the formation. Since the optical fiber sensor 10 has multiple sensing points 11 and the spatial sensing resolution is as high as 1mm, it can realize multi-point measurement of ground stress with high spatial resolution; in addition, the ground stress measurement method of the present invention has low operation difficulty. After the optical fiber strain sensing pipe string is buried in the formation rock mass, it can be used as a production pipe string, a structural pipe string, a fluid flow channel or a structural member in the rock mass, etc., and it remains in the formation. When it is necessary to measure the dynamic value of ground stress in different time periods, it is only necessary to perform a new round of inversion on the formation elastic parameters through the re-measured actual strain value, and then the dynamic ground stress change results on different time axes can be obtained, so as to realize the continuous sensing of the ground stress state in different time periods. The invention effectively solves the technical problem that the ground stress measurement method in the prior art can only perform static measurement of the ground stress in a single time period without the need for additional operations.
在本发明实施例中,在步骤S10包括制备光纤应变感测管柱并获取光纤应变感测管柱的应变校正系数。由于光纤本体应变为瑞利后散射光频移值,光纤传感器10得到的测量值与实际产生的应变值不同且二者之间存在线性关系,因此需要运用应变校正系数将测量值校正为管柱本体20外表面的实际应变值。In the embodiment of the present invention, step S10 includes preparing an optical fiber strain sensing column and obtaining a strain correction coefficient of the optical fiber strain sensing column. Since the strain of the optical fiber body is a Rayleigh backscattered light frequency shift value, the measured value obtained by the optical fiber sensor 10 is different from the actual strain value and there is a linear relationship between the two, so it is necessary to use the strain correction coefficient to correct the measured value to the actual strain value of the outer surface of the column body 20.
此时,需要采用内压法取得应变校正系数。具体的,先通过注液加压系统向光纤应变感测管柱内施加预设压力,并利用解析解或数值模拟方法,根据预设压力对内压管柱空间应变进行计算,得出光纤应变感测管柱的校正应变实际值,然后记录各感测点11所测量出的校正应变测量值,最后利用解析法或数值模拟方法,将校正应变测量值与校正应变实际值进行线性校正,即可得到应变校正系数。At this time, the internal pressure method is required to obtain the strain correction coefficient. Specifically, a preset pressure is first applied to the optical fiber strain sensing column through the injection pressurization system, and the spatial strain of the internal pressure column is calculated according to the preset pressure using an analytical solution or a numerical simulation method to obtain the actual value of the correction strain of the optical fiber strain sensing column, and then the correction strain measurement value measured at each sensing point 11 is recorded, and finally the correction strain measurement value and the correction strain actual value are linearly corrected using an analytical method or a numerical simulation method to obtain the strain correction coefficient.
得到应变校正系数之后,即可将光纤传感器10检测出的应变测量值变成应变实际值,大大增加了光纤传感器10对管柱本体20应变的检测精度,进而使本申请中的地应力测量方法的测量效果更佳的精准。After obtaining the strain correction coefficient, the strain measurement value detected by the optical fiber sensor 10 can be converted into the actual strain value, which greatly increases the detection accuracy of the optical fiber sensor 10 on the strain of the pipe body 20, thereby making the measurement effect of the ground stress measurement method in this application more accurate.
在本发明实施例中,在步骤S20包括:In the embodiment of the present invention, step S20 includes:
对岩体进行钻安装孔,再将光纤应变感测管柱放置于安装孔中,并在安装孔的内壁面与光纤应变感测管柱的外壁面之间灌注水泥。通过水泥粘结光纤应变感测管柱与地层,使光纤应变感测管柱与地层之间实现了无缝连接,进而在光纤应变感测管柱和地层之间形成应力应变传递关系,使光纤应变感测管柱能够与地层的应变同步,从而光纤传感器10测量的应变能够更好地反应出地层中的地应力状态。An installation hole is drilled in the rock mass, and then the optical fiber strain sensing pipe column is placed in the installation hole, and cement is poured between the inner wall surface of the installation hole and the outer wall surface of the optical fiber strain sensing pipe column. The optical fiber strain sensing pipe column and the formation are bonded by cement, so that a seamless connection is achieved between the optical fiber strain sensing pipe column and the formation, and then a stress-strain transmission relationship is formed between the optical fiber strain sensing pipe column and the formation, so that the optical fiber strain sensing pipe column can be synchronized with the strain of the formation, so that the strain measured by the optical fiber sensor 10 can better reflect the ground stress state in the formation.
在本发明实施例中,步骤S30包括:In the embodiment of the present invention, step S30 includes:
通过注液加压系统向光纤应变感测管柱内注入不同预设压力的高压液体,以使光纤应变感测管柱的内部产生不同的内压;采用光纤传感器10对光纤应变感测管柱的应变进行感测,并获取光纤应变感测管柱在不同内压作用下的应变测量值;最后根据应变测量值和前面得出的应变校正系数得到光纤应变感测管柱的应变实际值。High-pressure liquids of different preset pressures are injected into the optical fiber strain sensing column through a liquid injection and pressurization system to generate different internal pressures inside the optical fiber strain sensing column; an optical fiber sensor 10 is used to sense the strain of the optical fiber strain sensing column, and the strain measurement values of the optical fiber strain sensing column under different internal pressures are obtained; finally, the actual strain value of the optical fiber strain sensing column is obtained based on the strain measurement value and the strain correction coefficient obtained previously.
此时,在光纤应变感测管柱内施加预设压力后,管柱本体20-混凝土粘结层-地层的组合体同时形变,地层在光纤应变感测管柱的预设压力作用下产生应变,得到如图3所示的应变实际值对预设压力的响应曲线。At this time, after the preset pressure is applied in the optical fiber strain sensing column, the combination of the column body 20-concrete bonding layer-formation is deformed at the same time, and the formation produces strain under the preset pressure of the optical fiber strain sensing column, and a response curve of the actual strain value to the preset pressure is obtained as shown in Figure 3.
光纤应变感测管柱上多个感测点11能测量多个应变实际值,集中反应在图3中,对多个不同空间位置的感测点11进行检测,能够更加准确的反应出应变实际值与预设压力之间的关系,提高了测量实验的准确性。Multiple sensing points 11 on the optical fiber strain sensing column can measure multiple actual strain values, which are collectively reflected in Figure 3. Detecting multiple sensing points 11 at different spatial positions can more accurately reflect the relationship between the actual strain value and the preset pressure, thereby improving the accuracy of the measurement experiment.
在本发明实施例中,步骤S40即为地层弹性参数的反演过程,包括:In the embodiment of the present invention, step S40 is the inversion process of formation elastic parameters, including:
步骤S41:根据光纤应变感测管柱的预设压力和应变实际值与地层弹性参数之间的关系,利用有限元法,能够获取应变假设值和地层弹性参数假设值;Step S41: according to the relationship between the preset pressure and actual strain value of the optical fiber strain sensing string and the formation elastic parameters, the strain assumption value and the formation elastic parameter assumption value can be obtained by using the finite element method;
步骤S42为:不断重复步骤S41,获取新的应变假设值和地层弹性参数假设值,直至应变假设值与应变实际值之间的误差达到允差范围,即可认为岩体实际的地层弹性参数与地层弹性参数假设值相同。Step S42 is: continuously repeating step S41 to obtain new strain assumption values and formation elastic parameter assumption values until the error between the strain assumption value and the actual strain value reaches the tolerance range, and it can be considered that the actual formation elastic parameter of the rock mass is the same as the formation elastic parameter assumption value.
其中,针对不同预设压力下的地层弹性参数的反演过程,地层弹性参数的反演过程可以利用数值法和解析法两种方式进行。其中,数值法即利用数值模拟软件或算法,对地层弹性参数进行反演;解析法即利用解析解模型对弹性力学参数进行反演的方法。由于数值法和解析法实行的理论基础均建立在上述步骤S40上,在此不对数值法和解析法进行过多赘述。Among them, for the inversion process of formation elastic parameters under different preset pressures, the inversion process of formation elastic parameters can be performed using two methods: numerical method and analytical method. Among them, the numerical method is to use numerical simulation software or algorithm to invert the formation elastic parameters; the analytical method is a method of inverting elastic mechanical parameters using an analytical solution model. Since the theoretical basis of the implementation of the numerical method and the analytical method is based on the above step S40, the numerical method and the analytical method will not be described in detail here.
此外,可以利用优化法、机器学习法、深度学习法对地层弹性参数的反演过程进行算术优化。其中优化法包括粒子群法、模拟退火法、蛇优化、鲸鱼优化等进化算法。机器学习常用方法包括随机森林、支持向量机等。深度学习法包括BP神经网络及结合优化算法的神经网络等。在本发明的技术构思范围内,可以对弹性力学的反演过程进行各种方式的优化,包括上述各个具体优化方法以任何合适的方式进行组合,或其它常规的优化算法,本发明对各种可能的算法不再另行说明。但这些算法同样应当视为本发明所公开的内容,均属于本发明的保护范围。In addition, the inversion process of formation elastic parameters can be arithmetically optimized by using optimization methods, machine learning methods, and deep learning methods. Among them, the optimization methods include evolutionary algorithms such as particle swarm method, simulated annealing method, snake optimization, and whale optimization. Common machine learning methods include random forests, support vector machines, etc. Deep learning methods include BP neural networks and neural networks combined with optimization algorithms. Within the technical concept of the present invention, the inversion process of elastic mechanics can be optimized in various ways, including combining the above-mentioned specific optimization methods in any suitable way, or other conventional optimization algorithms. The present invention will not further explain various possible algorithms. However, these algorithms should also be regarded as the contents disclosed by the present invention and belong to the protection scope of the present invention.
需要注意的是,在地层中开设井口埋入光纤应变感测管柱前,地层受到井眼周边的应力挤压,使地层裂缝处于过度闭合状态。光纤应变感测管柱从井眼埋入地层后,在内部加压膨胀的过程中,井眼周边的地层裂缝受力重新开启,导致了加压过程中地层的密度不断变小,在图3中反映为曲线斜率的不断变大。It should be noted that before the wellhead is opened in the formation and the optical fiber strain sensing string is buried, the formation is squeezed by the stress around the wellbore, causing the formation cracks to be in an over-closed state. After the optical fiber strain sensing string is buried in the formation from the wellbore, during the internal pressurization and expansion process, the formation cracks around the wellbore are reopened by force, resulting in the formation density becoming smaller and smaller during the pressurization process, which is reflected in Figure 3 as the increasing slope of the curve.
具体的,图3的曲线随着预设压力的增大可以依次分为第一线性区、非线性区和第二线性区,当预设压力位于第一线性区时地层裂缝处于过度闭合状态,地层弹性参数为恒定值,曲线斜率不变,地层处于各向同性状态;当预设压力位于非线性区时地层裂缝处于逐渐张开的状态,地层弹性参数非线性变化,曲线斜率逐渐变大;当预设压力位于第二线性区时地层裂缝处于完全张开状态,地层弹性参数为恒定值,曲线斜率不变,地层处于正交各向异性状态。Specifically, the curve in Figure 3 can be divided into a first linear region, a nonlinear region and a second linear region in sequence as the preset pressure increases. When the preset pressure is in the first linear region, the formation fractures are in an over-closed state, the formation elastic parameters are constant, the slope of the curve remains unchanged, and the formation is in an isotropic state; when the preset pressure is in the nonlinear region, the formation fractures are in a gradually opening state, the formation elastic parameters change nonlinearly, and the slope of the curve gradually increases; when the preset pressure is in the second linear region, the formation fractures are in a fully open state, the formation elastic parameters are constant, the slope of the curve remains unchanged, and the formation is in an orthogonal anisotropic state.
利用步骤S40对第一线性区的数据进行地层弹性参数的反演,可得到地层弹性参数:E、υ,其中,E为各向同性地层弹性模量;υ为各向同性地层泊松比。By inverting the formation elastic parameters of the data in the first linear region in step S40, the formation elastic parameters can be obtained: E, υ, where E is the isotropic formation elastic modulus; υ is the isotropic formation Poisson's ratio.
利用步骤S40对第二线性区的数据进行地层弹性参数的反演,可得到地层弹性参数:Ex、Ey、Ez、υxy、υxz、υyz,其中,Ex、Ey、Ez为正交各向异性地层弹性模量;υxy、υxz、υyz为正交各向异性地层泊松比。By inverting the formation elastic parameters of the data in the second linear region in step S40, the formation elastic parameters can be obtained: Ex , Ey , Ez , υxy , υxz , υyz , where Ex , Ey , Ez are orthotropic formation elastic moduli; υxy , υxz , υyz are orthotropic formation Poisson's ratios.
在本发明实施例中,步骤S50包括:In the embodiment of the present invention, step S50 includes:
结合上覆地层压力,利用地层弹性参数与地应力的线性关系式获取静态地应力与上覆地层压力之间的比值,并根据上覆地层压力和所得的比值获取地层的静态地应力。Combined with the overlying formation pressure, the ratio between the static in-situ stress and the overlying formation pressure is obtained by using the linear relationship between the formation elastic parameters and the in-situ stress, and the static in-situ stress of the formation is obtained based on the overlying formation pressure and the obtained ratio.
其中,上覆地层压力可以通过如下公式计算得到:The overlying formation pressure can be calculated by the following formula:
σz=Hρrgσ z =Hρ r g
其中,σz为上覆地层压力,H为感测点11位于地层中的深度;ρr为地层的总密度,ρr可由密度测井测得;g为重力加速度。Wherein, σz is the overlying formation pressure, H is the depth of the sensing point 11 in the formation; ρr is the total density of the formation, which can be measured by density logging; and g is the gravitational acceleration.
地层弹性参数与地应力的线性关系式为:The linear relationship between formation elastic parameters and ground stress is:
其中,σx、σy为水平地应力。根据上式与步骤S40中求出的地层弹性参数:Ex、Ey、Ez、υxy、υxz、υyz,最终分别得到σx与σz、σy与σz的比值,进而能够求出水平地应力σx和σy的具体数值,完成对地应力(包括水平地应力和上覆地层压力)的测量。Wherein, σ x and σ y are horizontal geostresses. According to the above formula and the formation elastic parameters obtained in step S40: Ex , Ey, Ez , vxy , vxz , vyz , the ratios of σ x to σ z and σ y to σ z are finally obtained respectively, and then the specific values of horizontal geostresses σ x and σ y can be obtained, and the measurement of geostress (including horizontal geostress and overlying formation pressure) is completed.
总的来说,本发明能够根据光纤应变感测管柱上不同的感测点11所测量的应变,计算出不同感测点11所在位置的不同地应力,从而实现了地应力的多点位测量,而且不需要进行传统测量方法的复杂操作,大大降低了地应力的测量难度。In general, the present invention can calculate the different ground stresses at the locations of different sensing points 11 according to the strains measured at different sensing points 11 on the optical fiber strain sensing column, thereby realizing multi-point measurement of ground stress, and does not require the complicated operations of traditional measurement methods, greatly reducing the difficulty of measuring ground stress.
需要注意的是,地层中的地应力和地层弹性参数不是一个恒定值,而是随着时间不断变化的,本发明的地应力测量方法不仅能够测量某一时段的静态地应力,而且光纤应变感测管可作为生产管柱、结构管柱、流体流动通道或岩体内结构件等一直留在地层中。当地层中的地应力和地层弹性参数随着时间发生变化时,光纤应变感测管柱的外表面会产生应变并不断的测得新的应变实际值,可以重新对地层弹性参数及地应力进行新一轮反演,以得到不同时间轴上的地层弹性参数,并实现对地应力状态在不同时间段的持续感测。有效解决了现有技术中的地应力测量方法只能进行对单一时间段的地应力进行静态测量的技术问题。It should be noted that the geostress and formation elastic parameters in the formation are not a constant value, but are constantly changing with time. The geostress measurement method of the present invention can not only measure the static geostress of a certain period of time, but the optical fiber strain sensing tube can be used as a production string, a structural string, a fluid flow channel or a structural member in the rock mass and remain in the formation. When the geostress and formation elastic parameters in the formation change with time, the outer surface of the optical fiber strain sensing string will produce strain and continuously measure new actual strain values. A new round of inversion can be performed on the formation elastic parameters and geostress to obtain the formation elastic parameters on different time axes, and to achieve continuous sensing of the geostress state in different time periods. It effectively solves the technical problem that the geostress measurement method in the prior art can only perform static measurement of geostress in a single time period.
在本发明的描述中,需要理解的是,术语“第一”、“第二”仅用于描述目的,而不能理解为指示或暗示相对重要性或者隐含指明所指示的技术特征的数量。由此,限定有“第一”、“第二”的特征可以明示或者隐含地包括至少一个该特征。在本发明的描述中,“多个”的含义是至少两个,例如两个,三个等,除非另有明确具体的限定。In the description of the present invention, it should be understood that the terms "first" and "second" are used for descriptive purposes only and should not be understood as indicating or implying relative importance or implicitly indicating the number of technical features indicated. Thus, a feature defined as "first" or "second" may explicitly or implicitly include at least one of the features. In the description of the present invention, the meaning of "plurality" is at least two, such as two, three, etc., unless otherwise clearly and specifically defined.
在本发明中,除非另有明确的规定和限定,术语“安装”、“相连”、“连接”、“固定”等术语应做广义理解,例如,可以是固定连接,也可以是可拆卸连接,或成一体;可以是机械连接,也可以是电连接或彼此可通讯;可以是直接相连,也可以通过中间媒介间接相连,可以是两个元件内部的连通或两个元件的相互作用关系,除非另有明确的限定。对于本领域的普通技术人员而言,可以根据具体情况理解上述术语在本发明中的具体含义。In the present invention, unless otherwise clearly specified and limited, the terms "installed", "connected", "connected", "fixed" and the like should be understood in a broad sense, for example, it can be a fixed connection, a detachable connection, or an integral one; it can be a mechanical connection, an electrical connection, or communication with each other; it can be a direct connection, or an indirect connection through an intermediate medium, it can be the internal connection of two elements or the interaction relationship between two elements, unless otherwise clearly defined. For ordinary technicians in this field, the specific meanings of the above terms in the present invention can be understood according to specific circumstances.
在本说明书的描述中,参考术语“一个实施例”、“一些实施例”、“示例”、“具体示例”、或“一些示例”等的描述意指结合该实施例或示例描述的具体特征、结构、材料或者特点包含于本发明的至少一个实施例或示例中。在本说明书中,对上述术语的示意性表述不必须针对的是相同的实施例或示例。而且,描述的具体特征、结构、材料或者特点可以在任一个或多个实施例或示例中以合适的方式结合。此外,在不相互矛盾的情况下,本领域的技术人员可以将本说明书中描述的不同实施例或示例以及不同实施例或示例的特征进行结合和组合。In the description of this specification, the description with reference to the terms "one embodiment", "some embodiments", "example", "specific example", or "some examples" etc. means that the specific features, structures, materials or characteristics described in conjunction with the embodiment or example are included in at least one embodiment or example of the present invention. In this specification, the schematic representations of the above terms do not necessarily refer to the same embodiment or example. Moreover, the specific features, structures, materials or characteristics described may be combined in any one or more embodiments or examples in a suitable manner. In addition, those skilled in the art may combine and combine the different embodiments or examples described in this specification and the features of the different embodiments or examples, without contradiction.
尽管上面已经示出和描述了本发明的实施例,可以理解的是,上述实施例是示例性的,不能理解为对本发明的限制,本领域的普通技术人员在本发明的范围内可以对上述实施例进行变化、修改、替换和变型。Although the embodiments of the present invention have been shown and described above, it is to be understood that the above embodiments are exemplary and are not to be construed as limitations of the present invention. A person skilled in the art may change, modify, replace and vary the above embodiments within the scope of the present invention.
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