CN104483707B - A kind of single dipole mixed method and device for being used to far detect well logging - Google Patents
A kind of single dipole mixed method and device for being used to far detect well logging Download PDFInfo
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Abstract
本发明涉及一种用于远探测测井的单偶极混合方法和装置,包括:在待探测井中布置声源和至少一个接收器;当声源激发波场时,第一接收单元采集第一测井数据,第二接收单元采集第二测井数据,第三接收单元采集第三测井数据,第四接收单元采集第四测井数据;对第一测井数据、第二测井数据、第三测井数据和第四测井数据进行组合,获得单极式接收数据、X方向和Y方向偶极式接收数据;根据声源的形式和单极式接收数据,X方向偶极式接收数据,Y方向偶极式接收数据,获得常规测井数据与远探测测井数据。本发明实施例可以较大程度提高井外反射波相对于井中直达波的幅度,进而对井外地质构造进行精确和有效的成像。
The present invention relates to a single-dipole hybrid method and device for remote detection logging, comprising: a sound source and at least one receiver are arranged in the well to be detected; when the sound source excites the wave field, the first receiving unit collects the first Logging data, the second receiving unit collects the second logging data, the third receiving unit collects the third logging data, and the fourth receiving unit collects the fourth logging data; for the first logging data, the second logging data, The third logging data and the fourth logging data are combined to obtain monopole receiving data, X direction and Y direction dipole receiving data; according to the form of sound source and monopole receiving data, X direction dipole receiving data Data, receive data with dipole type in Y direction, and obtain conventional logging data and remote detection logging data. The embodiment of the present invention can greatly increase the amplitude of the reflected wave outside the well relative to the direct wave in the well, and then accurately and effectively image the geological structure outside the well.
Description
技术领域technical field
本发明涉及地球物理测井领域,尤其涉及一种基于单极偶极混合工作方式的测井方法和装置。The invention relates to the field of geophysical logging, in particular to a logging method and device based on a monopole-dipole hybrid working mode.
背景技术Background technique
随着油气勘探开发的不断深入,人们对地球物理资料的分辨率与精度要求越来越高,虽然常规测井技术分辨率与精度都很高,但受探测范围与探测尺度的限制,常规测井技术无法探测井壁附近以外的地区。With the continuous deepening of oil and gas exploration and development, people have higher and higher requirements for the resolution and accuracy of geophysical data. Although the resolution and accuracy of conventional logging technology are high, but limited by the detection range and Well technology cannot detect areas other than near the borehole wall.
在井中通过声波测井对井周围数米到数十米范围内的地层构造及地质体进行反射波成像的技术称为远探测技术,它把常规测井技术的测量范围从距井壁一米左右提高到几十米。该远探测技术应用前景十分巨大,可以用来显示与井相交的地质界面;探测井旁的倾斜地层界面、裂缝、断层等;在水平井还可以用来追踪油储边界等。The technology of reflecting wave imaging of stratum structures and geological bodies in the range of several meters to tens of meters around the well through acoustic logging in the well is called remote detection technology. Raise it up to tens of meters. The application prospect of this remote detection technology is very great. It can be used to display the geological interface intersected with the well; detect the inclined formation interface, fracture, fault, etc. beside the well; it can also be used to track the boundary of the oil reservoir in the horizontal well.
声波的远探测技术分单极纵波法和偶极横波法两种。单极纵波法利用井中单极子声源向井外辐射的纵波,并采用单极接收经井外反射体反射回井中的反射波,其中单极纵波的声源频率一般在10kHz左右,但是较高频率的波衰减造成单极纵波法的探测范围有限,约为数米到十数米的范围,且由于单极子声源辐射的无方向性,使得不能确定反射体的方位;偶极横波法是近年来发展起来的远探测技术,使用的频率约为3-5kHz,甚至更低,由于频率较低,该方法有较深的探测距离,可达几十米的范围,此外,由于偶极子声源的指向性具有方向性,该方法不但能确定发射体的位置,还能确定其走向。There are two types of sound wave detection technology: monopole longitudinal wave method and dipole shear wave method. The monopole longitudinal wave method uses the longitudinal wave radiated from the monopole sound source in the well to the outside of the well, and uses the monopole to receive the reflected wave reflected back into the well by the reflector outside the well. The sound source frequency of the monopole longitudinal wave is generally around 10kHz, but the The wave attenuation of the frequency causes the detection range of the monopole longitudinal wave method to be limited, ranging from a few meters to tens of meters, and due to the non-directionality of the radiation of the monopole sound source, it is impossible to determine the orientation of the reflector; the dipole shear wave method is The long-distance detection technology developed in recent years uses a frequency of about 3-5kHz or even lower. Due to the low frequency, this method has a deeper detection distance, which can reach a range of tens of meters. In addition, due to the dipole The directivity of the sound source is directional, and this method can not only determine the position of the emitter, but also determine its direction.
然而,在井中进行声波远探测,无论是对于单极纵波法(单极激发单极接收),还是对新近发展的偶极横波法(偶极激发偶极接收),都存在很大的局限性,即相比井中模式波,反射信号一般很小,且常与井中模式波叠加在一起,在数字化时会受到抑制或者丢失细节,特别是如果反射波和直达波在到时上重叠时,较弱的反射波信号或许淹没在直达波中,因此目前的远探测工作模式在实际资料处理中往往不尽如人意,进而限制了现有声波远探测技术的广泛使用。However, acoustic remote detection in wells has great limitations both for the monopole longitudinal wave method (monopole excitation and monopole reception) and the recently developed dipole shear wave method (dipole excitation and dipole reception). , that is, compared with the wellbore mode wave, the reflected signal is generally small, and is often superimposed with the wellbore mode wave, which will be suppressed or lose details during digitization, especially if the reflected wave and the direct wave overlap in arrival time, it is relatively The weak reflected wave signal may be submerged in the direct wave, so the current far detection working mode is often not satisfactory in actual data processing, which limits the widespread use of the existing acoustic far detection technology.
发明内容Contents of the invention
本发明的目的是解决现有的测井技术中,反射波信号一般很小,且常与井中模式波叠加在一起,在数字化时会抑制或者丢失,特别是如果反射波和直达波在到时上重叠时,较弱的反射波信号或许淹没在直达波中的问题。The purpose of the present invention is to solve the problem that in the existing well logging technology, the reflected wave signal is generally very small, and is often superimposed with the mode wave in the well, which will be suppressed or lost during digitization, especially if the reflected wave and the direct wave arrive at When overlapping, the weaker reflected wave signal may be submerged in the direct wave.
第一方面,本发明实施例提供了一种用于远探测测井的单偶极混合方法,所述方法包括:在待探测井中布置声源和至少一个接收器,其中,所述接收器包括周向等间隔布置的四个接收单元,所述四个接收单元中的第一接收单元和第三接收单元位于X轴,所述四个接收单元中的第二接收单元和第四接收单元位于Y轴;In the first aspect, the embodiment of the present invention provides a single-dipole hybrid method for remote detection logging, the method includes: arranging a sound source and at least one receiver in the well to be detected, wherein the receiver includes Four receiving units arranged at equal intervals in the circumferential direction, the first receiving unit and the third receiving unit among the four receiving units are located on the X axis, and the second receiving unit and the fourth receiving unit among the four receiving units are located on the Y-axis;
当所述声源激发波场时,所述第一接收单元采集第一测井数据,第二接收单元采集第二测井数据,第三接收单元采集第三测井数据,第四接收单元采集第四测井数据;When the sound source excites the wave field, the first receiving unit collects first logging data, the second receiving unit collects second logging data, the third receiving unit collects third logging data, and the fourth receiving unit collects The fourth logging data;
对所述第一测井数据、第二测井数据、第三测井数据和第四测井数据进行组合,获得单极式接收数据,X方向偶极式接收数据和Y方向偶极式接收数据;Combining the first well logging data, the second well logging data, the third well logging data and the fourth well logging data to obtain monopole receiving data, X direction dipole receiving data and Y direction dipole receiving data data;
根据所述声源的形式和所述单极式接收数据、X方向偶极式接收数据、Y方向偶极式接收数据,获得常规测井数据与远探测测井数据。According to the form of the sound source and the monopole-type received data, the X-direction dipole-type received data, and the Y-direction dipole-type received data, conventional well logging data and remote detection well logging data are obtained.
优选地,所述声源具体包括:单极子源或偶极子源。Preferably, the sound source specifically includes: a monopole source or a dipole source.
优选地,所述对所述第一测井数据、第二测井数据、第三测井数据和第四测井数据进行组合,获得单极式接收数据、X方向偶极式接收数据和Y方向偶极式接收数据具体包括:Preferably, the first well logging data, the second well logging data, the third well logging data and the fourth well logging data are combined to obtain monopole receiving data, X direction dipole receiving data and Y Directional dipole type receiving data specifically includes:
对所述第一测井数据、第二测井数据、第三测井数据和第四测井数据相加获得单极式接收数据;Adding the first well logging data, the second well logging data, the third well logging data and the fourth well logging data to obtain unipolar receiving data;
对所述第一测井数据和第三测井数据相减获得X方向偶极式接收数据;Subtracting the first logging data and the third logging data to obtain dipole receiving data in the X direction;
对所述第二测井数据和所述第四测井数据相减获得Y方向偶极式接收数据。and subtracting the second well logging data from the fourth well logging data to obtain dipole receiving data in the Y direction.
优选地,当所述声源为单极子源时,所述单极式接收数据为常规测井数据,所述X方向偶极式接收数据和所述Y方向偶极式接收数据为远探测测井数据。Preferably, when the sound source is a monopole source, the monopole-type received data is conventional logging data, and the X-direction dipole-type received data and the Y-direction dipole-type received data are far-detection data well logging data.
优选地,当所述声源为偶极子源时,所述单极式接收数据为远探测测井数据,所述X方向偶极式接收数据和所述Y方向偶极式接收数据为常规测井数据。Preferably, when the sound source is a dipole source, the monopole-type received data is far detection logging data, and the X-direction dipole-type received data and the Y-direction dipole-type received data are conventional well logging data.
第二方面,本发明实施例提供了一种用于远探测测井的单偶极混合装置,所述装置包括:布置单元,采集单元,组合单元,生成单元;In the second aspect, the embodiment of the present invention provides a single-dipole hybrid device for remote detection logging, the device includes: an arrangement unit, an acquisition unit, a combination unit, and a generation unit;
所述布置单元,用于在待探测井中布置声源和至少一个接收器,其中,所述接收器包括周向等间隔布置的四个接收单元,所述四个接收单元中的第一接收单元和第三接收单元位于X轴,所述四个接收单元中的第二接收单元和第四接收单元位于Y轴;The arrangement unit is used to arrange the sound source and at least one receiver in the well to be detected, wherein the receiver includes four receiving units arranged at equal intervals in the circumferential direction, and the first receiving unit in the four receiving units and the third receiving unit is located on the X axis, and the second receiving unit and the fourth receiving unit among the four receiving units are located on the Y axis;
所述采集单元,用于当所述声源激发波场时,所述第一接收单元采集第一测井数据,第二接收单元采集第二测井数据,第三接收单元采集第三测井数据,第四接收单元采集第四测井数据;The acquisition unit is configured to collect first logging data by the first receiving unit, collect second logging data by the second receiving unit, and collect third logging data by the third receiving unit when the sound source excites the wave field. data, the fourth receiving unit collects fourth logging data;
所述组合单元,用于对所述第一测井数据、第二测井数据、第三测井数据和第四测井数据进行组合,获得单极式接收数据,X方向偶极式接收数据和Y方向偶极式接收数据;The combining unit is used to combine the first well logging data, the second well logging data, the third well logging data and the fourth well logging data to obtain monopole receiving data and dipole receiving data in the X direction and Y direction dipole type to receive data;
所述生成单元,用于根据所述声源的形式和所述单极式接收数据、X方向偶极式接收数据、Y方向偶极式接收数据,获得常规测井数据与远探测测井数据。The generating unit is used to obtain conventional logging data and remote detection logging data according to the form of the sound source and the monopole receiving data, X direction dipole receiving data, and Y direction dipole receiving data .
优选地,所述声源具体包括:单极子源或偶极子源。Preferably, the sound source specifically includes: a monopole source or a dipole source.
优选地,所述组合单元具体用于,对所述第一测井数据、第二测井数据、第三测井数据和第四测井数据相加获得单极式接收数据;Preferably, the combining unit is specifically configured to add the first well logging data, the second well logging data, the third well logging data and the fourth well logging data to obtain unipolar receiving data;
对所述第一测井数据和第三测井数据相减获得X方向偶极式接收数据;Subtracting the first logging data and the third logging data to obtain dipole receiving data in the X direction;
对所述第二测井数据和所述第四测井数据相减获得Y方向偶极式接收数据。and subtracting the second well logging data from the fourth well logging data to obtain dipole receiving data in the Y direction.
优选地,所述生成单元具体用于,当所述声源为单极子源时,所述单极式接收数据为常规测井数据,所述X方向偶极式接收数据和所述Y方向偶极式接收数据为远探测测井数据。Preferably, the generating unit is specifically configured to, when the sound source is a monopole source, the monopole type received data is conventional logging data, the X direction dipole type received data and the Y direction The dipole type received data is far detection logging data.
优选地,所述生成单元具体用于,当所述声源为偶极子源时,所述单极式接收数据为远探测测井数据,所述X方向偶极式接收数据和所述Y方向偶极式接收数据为常规测井数据。Preferably, the generation unit is specifically configured to, when the sound source is a dipole source, the monopole type received data is far detection logging data, the dipole type received data in the X direction and the Y The data received by the directional dipole type are conventional logging data.
本发明通过引入一种新的数据采集模式(单极偶极混合工作),井外反射波相对于井中直达波的振幅有了增强,有利于反射波信号的提取与分离;另外,由于仪器增益没有受高振幅井中直达波的影响,反射波信号在井中可以被有效放大,提高了反射波的量化精度和对传输噪声的抑制,进一步提高了远探测技术的准确性和可靠性;第二,对于距离探测井较近的反射体,常规数据采集模式中,井中直达波与井外反射波重叠较严重,难以有效分离,进而不同的远探测仪器均存在一定的探测盲区,通过引入新的数据采集模式,对探测盲区内的反射体对应的反射信号也可以准确记录,提高了远探测对近井壁反射界面的识别能力;第三,目前的声波测井技术中,有时既需要进行完成常规测井任务(例如地层速度的测量),还需要对井外反射体进行成像。这种情况下,为了同时记录下井中直达波与井外反射波的信息,需要采取超长的测井记录长度,进而造成了较大的数据传输压力,相应的也影响了常规测井作业的速度。本发明通过引入单极偶极混合工作方式,将常规测井数据的采集与远探测数据的采集分离开来,互不影响,并行进行。这样可以根据测井作业的需求进行数据采集和传输:如果只需进行常规测井作业,则对所述接收数据(单极式或偶极式接收数据)中常规测井记录长度的部分进行数字化并实时传输到地面采集系统即可,保证了常规测井作业的速度。而如果需要同时采集常规测井数据和远探测测井数据,则远探测测井数据采用较长的采集窗口进行采集,并根据电缆传输速度选择实时传输或存储于仪器后集中传输;常规数据仍采用常规测井数据采集长度进行采集和传输。The present invention introduces a new data acquisition mode (monopole-dipole mixed work), the amplitude of the reflected wave outside the well is enhanced relative to the direct wave in the well, which is beneficial to the extraction and separation of reflected wave signals; in addition, due to the instrument gain Not affected by the direct wave in the high-amplitude well, the reflected wave signal can be effectively amplified in the well, which improves the quantification accuracy of the reflected wave and suppresses the transmission noise, and further improves the accuracy and reliability of the remote detection technology; second, For reflectors that are close to the detection well, in the conventional data acquisition mode, the direct wave in the well and the reflected wave outside the well overlap seriously, and it is difficult to effectively separate them. Furthermore, different remote detection instruments have certain detection blind spots. By introducing new data Acquisition mode can also accurately record the reflection signals corresponding to the reflectors in the detection blind zone, which improves the ability of long-distance detection to identify the reflection interface near the borehole wall; third, in the current acoustic logging technology, sometimes it is necessary to complete conventional Logging tasks, such as measurement of formation velocity, also require imaging of off-hole reflectors. In this case, in order to record the information of the direct wave in the well and the reflected wave outside the well at the same time, it is necessary to adopt an ultra-long logging record length, which in turn causes a large data transmission pressure, and accordingly affects the efficiency of conventional logging operations. speed. The invention separates the collection of conventional well logging data from the collection of remote detection data by introducing a single-pole-dipole mixed working mode, and they do not affect each other and are carried out in parallel. In this way, data acquisition and transmission can be performed according to the needs of logging operations: if only conventional logging operations are required, digitize the part of the conventional logging record length in the received data (monopole or dipole received data) And it can be transmitted to the surface acquisition system in real time, which ensures the speed of conventional logging operations. However, if it is necessary to collect conventional logging data and remote detection logging data at the same time, the remote detection logging data is collected with a longer acquisition window, and is selected for real-time transmission or centralized transmission after being stored in the instrument according to the transmission speed of the cable; Acquisition and transmission are performed using conventional logging data acquisition lengths.
附图说明Description of drawings
图1为本发明实施例提供的测井方法流程图;Fig. 1 is the flow chart of logging method that the embodiment of the present invention provides;
图2为本发明实施例提供的接收器中各接收单元布置方式示意图;Fig. 2 is a schematic diagram of the arrangement of each receiving unit in the receiver provided by the embodiment of the present invention;
图3是本发明实施例提供的各接收单元组合方式示意图;Fig. 3 is a schematic diagram of a combination of receiving units provided by an embodiment of the present invention;
图4a是本发明实施例提供的在单极子源时,单极式接收数据、X方向偶极式接收数据、Y方向偶极式接收数据对应的测井类型;Fig. 4a is the logging type corresponding to the monopole type receiving data, the X direction dipole type receiving data, and the Y direction dipole type receiving data when the monopole source is provided by the embodiment of the present invention;
图4b是本发明实施例提供的偶极子源时,单极式接收数据、X方向偶极式接收数据、Y方向偶极式接收数据对应的测井类型;Fig. 4b is the logging type corresponding to the monopole type receiving data, the X direction dipole type receiving data, and the Y direction dipole type receiving data when the dipole source provided by the embodiment of the present invention;
图5是本发明实施例提供的远探测计算模型示意图;Fig. 5 is a schematic diagram of a remote detection calculation model provided by an embodiment of the present invention;
图6是本发明实施例提供的单极子源时,常规测井波形;Fig. 6 is a conventional logging waveform when the monopole source provided by the embodiment of the present invention;
图7是本发明实施例提供的单极子源时,远探测测井波形;Fig. 7 is the long-distance detection logging waveform when the monopole source is provided by the embodiment of the present invention;
图8是本发明实施例提供的单极子源时,距离声源4.5m处接收单元P1和P3各自的波形与其相减所得到的波形;Fig. 8 is the waveform obtained by subtracting the respective waveforms of the receiving units P1 and P3 at a distance of 4.5m from the sound source when the monopole source is provided by the embodiment of the present invention;
图9是本发明实施例提供的偶极子源时,常规测井波形;Fig. 9 is a conventional logging waveform when the dipole source provided by the embodiment of the present invention;
图10是本发明实施例提供的偶极子源时,远探测测井波形;Fig. 10 is the long-distance detection logging waveform when the dipole source provided by the embodiment of the present invention;
图11是本发明实施例提供的测井装置示意图。Fig. 11 is a schematic diagram of a logging device provided by an embodiment of the present invention.
具体实施方式Detailed ways
为使本发明实施例的目的、技术方案和优点更加清楚,下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
为便于对本发明实施例的理解,下面将结合附图以具体实施例做进一步的解释说明,实施例并不构成对本发明实施例的限定。In order to facilitate the understanding of the embodiments of the present invention, further explanations will be given below with specific embodiments in conjunction with the accompanying drawings, which are not intended to limit the embodiments of the present invention.
下面以图1为例详细说明本发明实施例提供的测井方法,图1为本发明实施例提供的测井方法流程图。如图1所示,该实施例具体包括以下步骤:The logging method provided by the embodiment of the present invention will be described in detail below by taking FIG. 1 as an example. FIG. 1 is a flow chart of the logging method provided by the embodiment of the present invention. As shown in Figure 1, this embodiment specifically includes the following steps:
S101,在待探测井中布置声源和至少一个接收器,其中,所述接收器包括周向等间隔布置的四个接收单元,所述四个接收单元中的第一接收单元和第三接收单元位于X轴,所述四个接收单元中的第二接收单元和第四接收单元位于Y轴;S101, arrange the sound source and at least one receiver in the well to be detected, wherein the receiver includes four receiving units arranged at equal intervals in the circumferential direction, the first receiving unit and the third receiving unit in the four receiving units Located on the X axis, the second receiving unit and the fourth receiving unit among the four receiving units are located on the Y axis;
具体地,如图2所示,图2为本发明实施例提供的接收器中各接收单元布置方式示意图。在图2中,包括多个接收器,每一个接收器包括第一接收单元P1、第二接收单元P2、第三接收单元P3和第四接收单元P4,该4个接收单元的位置关系如图所示,在以井轴为Z轴的探测井中,可以设定第一接收单元P1和第三接收单元P3位于X轴,设定第二接收单元P2和第四接收单元P4位于Y轴。Specifically, as shown in FIG. 2 , FIG. 2 is a schematic diagram of an arrangement manner of receiving units in a receiver provided by an embodiment of the present invention. In Fig. 2, multiple receivers are included, and each receiver includes a first receiving unit P1, a second receiving unit P2, a third receiving unit P3 and a fourth receiving unit P4, and the positional relationship of the four receiving units is shown in Fig. As shown, in a detection well where the well axis is the Z axis, the first receiving unit P1 and the third receiving unit P3 can be set on the X axis, and the second receiving unit P2 and the fourth receiving unit P4 can be set on the Y axis.
S102,当所述声源激发波场时,所述第一接收单元采集第一测井数据,第二接收单元采集第二测井数据,第三接收单元采集第三测井数据,第四接收单元采集第四测井数据;S102. When the sound source excites the wave field, the first receiving unit collects first well logging data, the second receiving unit collects second well logging data, the third receiving unit collects third well logging data, and the fourth receiving unit The unit collects fourth logging data;
具体的,声源可以是单极子源或者偶极子源。Specifically, the sound source may be a monopole source or a dipole source.
S103,对所述第一测井数据、第二测井数据、第三测井数据和第四测井数据进行组合,获得单极式接收数据,X方向偶极式接收数据和Y方向偶极式接收数据;S103. Combine the first well logging data, the second well logging data, the third well logging data and the fourth well logging data to obtain monopole receiving data, X direction dipole receiving data and Y direction dipole to receive data;
具体地,如图3所示,对所述第一测井数据、第二测井数据、第三测井数据和第四测井数据相加获得单极式接收数据,对所述第一测井数据和第三测井数据相减获得X方向偶极式接收数据,对所述第二测井数据和所述第四测井数据相减获得Y方向偶极式接收数据。Specifically, as shown in FIG. 3, the first well logging data, the second well logging data, the third well logging data and the fourth well logging data are added together to obtain unipolar receiving data, and the first well logging data The well data and the third well logging data are subtracted to obtain the dipole receiving data in the X direction, and the second logging data and the fourth logging data are subtracted to obtain the dipole receiving data in the Y direction.
S104,根据所述声源的形式和所述单极式接收数据,X方向偶极式接收数据,Y方向偶极式接收数据,获得常规测井数据与远探测测井数据。S104, according to the form of the sound source and the monopole-type received data, the X-direction dipole-type received data, and the Y-direction dipole-type received data, obtain conventional logging data and remote detection logging data.
具体地,如图4a所示,当所述声源为单极子源时,所述单极式接收数据为常规测井数据,所述X方向偶极式接收数据和所述Y方向偶极式接收数据为远探测测井数据。Specifically, as shown in Figure 4a, when the sound source is a monopole source, the monopole type received data is conventional logging data, the X direction dipole type received data and the Y direction dipole type The received data is remote detection logging data.
其中,对于单极子源,单极式接收数据记录的是常规测井数据,而X和Y方向的偶极式接收数据则是抑制了井中直达波的远探测测井数据。Among them, for the monopole source, the monopole type received data records conventional logging data, while the dipole type received data in the X and Y directions is the far detection logging data that suppresses the direct wave in the well.
如图4b所示,当所述声源为偶极子源时,所述单极式接收数据为远探测测井数据,所述X方向偶极式接收数据和所述Y方向偶极式接收数据为常规测井数据。As shown in Figure 4b, when the sound source is a dipole source, the monopole-type received data is far detection logging data, the X-direction dipole-type received data and the Y-direction dipole-type received data The data are conventional logging data.
其中,对于偶极子源,单极式接收数据记录的是远探测测井数据,而X和Y方向的偶极式接收数据记录的则为常规的偶极子测井数据。Among them, for the dipole source, the monopole type receiving data records the far detection logging data, while the dipole type receiving data in the X and Y directions records the conventional dipole logging data.
以上表明,常规测井数据是通过目前声波测井技术中一般的工作模式采集得到的,即单极子源激发单极式接收,偶极子源激发偶极式接收。而远探测测井数据是通过单极偶极混合工作方式,即单极源激发偶极式接收,偶极源激发单极式接收采集得到的。本发明实施例中的单极偶极混合工作方式可通过实际测井作业的需求分别采集井中直达波与井外反射波,并行进行,互不干扰,这对各自信号的自适应放大和量化以及后续的数据处理十分有利。The above shows that the conventional logging data is collected through the general working mode of the current acoustic logging technology, that is, the monopole source excites the monopole receiver, and the dipole source excites the dipole receiver. The remote detection logging data is obtained through the monopole-dipole mixed working mode, that is, the monopole source excites the dipole receiver, and the dipole source excites the monopole receiver. The monopole-dipole mixed working mode in the embodiment of the present invention can separately collect the direct wave in the well and the reflected wave outside the well according to the requirements of the actual logging operation, and proceed in parallel without interfering with each other. Subsequent data processing is very beneficial.
S105,对常规测井数据与远探测测井数据分别进行数据传输与处理。S105, performing data transmission and processing on conventional well logging data and remote detection well logging data respectively.
具体地,对常规测井数据可以实时传输和现场处理,并应用常规测井处理软件进行评价。对远探测测井数据来说,如果数据传输速度满足要求,则进行实时传输,如果传输速度不能达到要求,则存储于仪器中,待全部测量完成后再集中读取,统一处理,并应用远探测测井处理软件进行评价。Specifically, the conventional logging data can be transmitted in real time and processed on site, and the conventional logging processing software can be used for evaluation. For remote detection logging data, if the data transmission speed meets the requirements, it will be transmitted in real time; if the transmission speed cannot meet the requirements, it will be stored in the instrument, and then read collectively after all measurements are completed, processed in a unified manner, and applied to the remote The detection log processing software was evaluated.
本发明实施例提供的测井方法通过引入一种新的数据采集模式(单极偶极混合工作),井外反射波相对于井中直达波的振幅有了增强,有利于反射波信号的提取与分离;另外,由于仪器增益没有受高振幅井中直达波的影响,反射波信号在井中可以被有效放大,提高井外反射波相对于井中直达波的幅度,提高了反射波的量化精度和对传输噪声的抑制,进而对井外地质构造进行精确和有效的成像,进一步提高了远探测技术的准确性和可靠性;第二,对于距离探测井较近的反射体,常规数据采集模式中,井中直达波与井外反射波重叠较严重,难以有效分离,进而不同的远探测仪器均存在一定的探测盲区,通过引入新的数据采集模式,对探测盲区内的反射体对应的反射信号也可以准确记录,提高了远探测对近井壁反射界面的识别能力;第三,目前的声波测井技术中,有时既需要进行完成常规测井任务(例如地层速度的测量),还需要对井外反射体进行成像。这种情况下,为了同时记录下井中直达波与井外反射波的信息,需要采取超长的测井记录长度,进而造成了较大的数据传输压力,相应的也影响了常规测井作业的速度。本发明通过引入单极偶极混合工作方式,将常规测井数据的采集与远探测测井数据的采集分离开来,互不影响,并行进行。这样可以根据测井作业的需求进行数据采集和传输:如果只需进行常规测井作业,则对所述接收数据(单极式或偶极式接收数据)中常规测井记录长度的部分进行数字化并实时传输到地面采集系统即可,保证了常规测井作业的速度。而如果需要同时采集常规测井数据和远探测测井数据,则远探测测井数据采用较长的采集窗口进行采集,并根据电缆传输速度选择实时传输或存储于仪器后集中传输;常规数据仍采用常规测井数据采集长度进行采集和传输。The logging method provided by the embodiment of the present invention introduces a new data acquisition mode (monopole-dipole hybrid operation), and the amplitude of the reflected wave outside the well is enhanced relative to the direct wave in the well, which is beneficial to the extraction and processing of reflected wave signals. In addition, since the instrument gain is not affected by the direct wave in the high-amplitude well, the reflected wave signal can be effectively amplified in the well, increasing the amplitude of the reflected wave outside the well relative to the direct wave in the well, improving the quantification accuracy of the reflected wave and improving the transmission Noise suppression, and then accurate and effective imaging of the geological structure outside the well, further improving the accuracy and reliability of the remote detection technology; second, for reflectors close to the detection well, in the conventional data acquisition mode, the well The direct wave overlaps seriously with the reflected wave outside the well, and it is difficult to effectively separate them. Furthermore, different remote detection instruments have certain detection blind spots. By introducing a new data acquisition mode, the reflection signals corresponding to the reflectors in the detection blind spots can also be accurately detected. record, which improves the ability of far detection to identify the reflection interface near the borehole wall; thirdly, in the current acoustic logging technology, sometimes it is necessary to complete conventional logging tasks (such as the measurement of formation velocity), and it is also necessary to reflect The body is imaged. In this case, in order to record the information of the direct wave in the well and the reflected wave outside the well at the same time, it is necessary to adopt an ultra-long logging record length, which in turn causes a large data transmission pressure, and accordingly affects the efficiency of conventional logging operations. speed. The invention separates the acquisition of conventional well logging data from the acquisition of remote detection well logging data by introducing a single-pole-dipole mixed working mode, which are not affected by each other and are carried out in parallel. In this way, data acquisition and transmission can be performed according to the needs of logging operations: if only conventional logging operations are required, digitize the part of the conventional logging record length in the received data (monopole or dipole received data) And it can be transmitted to the surface acquisition system in real time, which ensures the speed of conventional logging operations. However, if it is necessary to collect conventional logging data and remote detection logging data at the same time, the remote detection logging data is collected with a longer acquisition window, and is selected for real-time transmission or centralized transmission after being stored in the instrument according to the transmission speed of the cable; Acquisition and transmission are performed using conventional logging data acquisition lengths.
下面分别对声源为单极源和偶极源时,常规测井与远探测的波形进行说明。The following describes the waveforms of conventional logging and remote detection when the sound source is a monopole source and a dipole source, respectively.
第一种情况:First case:
单极源的情况下,利用三维有限差分模拟计算了不同数据采集方式所得到的测井波形,模型如图5所示,图5是本发明实施例提供的远探测计算模型示意图,在图5中,模型的大小为x=6.5m、y=3m、z=10.5m,充液井孔半径为0.1m,井眼中心位于x=y=1.5m处,声源位于z=0.5m处。采用变网格有限差分,井孔附近网格为0.01m,井外较远处网格为0.015m,时间步长为1.0μs。地质界面分布于测井仪器的右侧;测井仪器的单极发射器中心频率为8kHz,接收器阵列在声源的一侧,每个接收器均含图2中展示的四个接收单元(P1,P2,P3,P4)。地层1的纵波速度为3000m/s,横波速度为1800m/s,密度为2000kg/m3;地层2的纵波速度与横波速度则分别是4500m/s和2650m/s,密度为2400kg/m3;井中流体的声速为1500m/s,密度为1000kg/m3。In the case of a unipolar source, three-dimensional finite difference simulations are used to calculate the logging waveforms obtained by different data acquisition methods. The model is shown in Figure 5, which is a schematic diagram of the remote detection calculation model provided by the embodiment of the present invention. , the size of the model is x=6.5m, y=3m, z=10.5m, the radius of the fluid-filled wellbore is 0.1m, the borehole center is located at x=y=1.5m, and the sound source is located at z=0.5m. The variable grid finite difference is adopted, the grid near the wellbore is 0.01m, the grid farther outside the well is 0.015m, and the time step is 1.0μs. The geological interface is distributed on the right side of the logging tool; the center frequency of the monopole transmitter of the logging tool is 8 kHz, and the receiver array is on the side of the sound source, and each receiver includes four receiving units shown in Fig. 2 ( P1, P2, P3, P4). The compressional wave velocity of formation 1 is 3000m/s, the shear wave velocity is 1800m/s, and the density is 2000kg/m3; the compressional wave velocity and shear wave velocity of formation 2 are 4500m/s and 2650m/s respectively, and the density is 2400kg/m3; The speed of sound is 1500m/s and the density is 1000kg/m3.
在井中布置单极子源激发波场,各接收器对应的四个接收单元分别采集测井数据。对四个接收单元(P1,P2,P3,P4)接收的数据进行组合,分别得到三组数据:单极式接收数据,X方向偶极式接收数据,Y方向偶极式接收数据。The monopole source is arranged in the well to excite the wave field, and the four receiving units corresponding to each receiver collect logging data respectively. Combine the data received by the four receiving units (P1, P2, P3, P4) to obtain three sets of data: unipolar receiving data, X-direction dipole receiving data, and Y-direction dipole receiving data.
单极式接收数据为常规数据采集模式下得到的数据,即常规测井数据;X方向与Y方向偶极式接收数据为利用单极偶极混合工作方式得到的数据,即远探测测井数据。The monopole receiving data is the data obtained in the conventional data acquisition mode, that is, the conventional logging data; the dipole receiving data in the X direction and the Y direction is the data obtained by using the monopole and dipole mixed working mode, that is, the remote detection logging data .
图6是本发明实施例提供的单极子源时,常规测井波形。图6中还显示了理论计算得到不同类型井中直达波的到时曲线,与模拟结果较好的对应。从图6中可以看到,常规偶极子波(即常规测井数据)中含有纵波、横波和斯通利波等井中直达波;而与井中直达波相比,来自井外的反射波振幅非常小,这主要由于快地层中井和地层之间的阻抗差较大,井中辐射到井外的声能量有限。而实际情况下,若考虑衰减,反射波的振幅将会更小。并且来自井外的反射波与井中斯通利波重叠在一起,因而给后续的反射波记录与提取造成了困难。由此看来,常规测井模式下采集的波形主要为井中直达波,可以用于传统声波测井作业,如地层速度的测量和地层参数(孔隙度、渗透率)的提取。Fig. 6 is a conventional well logging waveform when the monopole source provided by the embodiment of the present invention is used. Fig. 6 also shows the arrival-time curves of direct waves in different types of wells obtained through theoretical calculation, which correspond well to the simulation results. It can be seen from Fig. 6 that conventional dipole waves (i.e., conventional logging data) contain direct waves in wells such as longitudinal waves, shear waves, and Stoneley waves; compared with direct waves in wells, the amplitude of reflected waves from outside the well It is very small, which is mainly due to the large impedance difference between the well and the formation in the fast formation, and the sound energy radiated from the well to the outside is limited. In reality, if attenuation is considered, the amplitude of the reflected wave will be smaller. Moreover, the reflected wave from outside the well overlaps with the Stoneley wave in the well, which makes it difficult to record and extract subsequent reflected waves. From this point of view, the waveform collected in the conventional logging mode is mainly the direct arrival wave in the well, which can be used in traditional acoustic logging operations, such as the measurement of formation velocity and the extraction of formation parameters (porosity, permeability).
图7是本发明实施例提供的单极子源时,远探测测井波形,在图7中,接收波形为第一接收单元P1与第三接收单元P3两个接收单元的差。求差的过程衰减了第一接收单元和第三接收单元上极性相同的信号(本例中主要为单极子源激发的井中直达波信号),因此原本湮没于幅度很强的斯通利波下的反射波得以显现。对应理论计算的到时曲线可以清晰识别出井外反射纵波与反射横波,反射信号经增益调节后,送入模数转换器进行量化,最后将量化后的数字化数据传播到地面采集系统。对该混合工作方式采集的包含地层反射波信号的数据进行分析处理,可以进一步得到地质反射界面的准确位置。Fig. 7 is the long-distance detection logging waveform when the monopole source is provided by the embodiment of the present invention. In Fig. 7, the received waveform is the difference between the first receiving unit P1 and the third receiving unit P3. The process of calculating the difference attenuates the signals of the same polarity on the first receiving unit and the third receiving unit (in this case, mainly the direct wave signal in the well excited by the monopole source), so it was originally annihilated by the Stoneley The reflected wave under the wave is revealed. The arrival curve corresponding to the theoretical calculation can clearly identify the reflected longitudinal wave and reflected shear wave outside the well. After the reflected signal is adjusted by gain, it is sent to the analog-to-digital converter for quantification, and finally the quantized digital data is transmitted to the ground acquisition system. The accurate position of the geological reflection interface can be further obtained by analyzing and processing the data including formation reflection wave signals collected by the hybrid working mode.
为了进一步阐述本发明的工作原理,提取出了距离声源4.5米处接收器接收到的波形,如图8所示,图8是本发明实施例提供的单极子源时,距离声源4.5m处接收单元P1和P3各自的波形与其相减所得到的波形,在图8中,虚线表示单个接收单元(P1或P3)接收到的波形,实线为两个接收单元相减(P1-P3)得到的波形。从图8中可以看出,表示第一接收单元P1波形和第三接收单元P3波形的两条虚线几乎完全重合,这是由于:单极子源激发的波场中,位于同一深度,关于井轴对称的两个接收单元P1与P3接收到的井中直达波响应完全相同,而两接收单元接收到的直达波在波形中占主导地位(远大于反射波的振幅),因此第一接收单元P1与第三接收单元P3波形表现的几乎重合。而通过相减,第一接收单元P1与第三接收单元P3中极性相同的信号被削弱(这里主要是由单极子源激发的井中直达波),只剩下图8中实线所示的井外反射波。由此看来,通过单极子源激发、偶极接收的混合工作方式,井外反射波相对于井中直达波的振幅有了增强,有利于反射波信号的提取与分离。In order to further explain the working principle of the present invention, the waveform received by the receiver at a distance of 4.5 meters from the sound source is extracted, as shown in Figure 8. The waveforms obtained by subtracting the respective waveforms of receiving units P1 and P3 at m. In Figure 8, the dotted line represents the waveform received by a single receiving unit (P1 or P3), and the solid line represents the subtraction of two receiving units (P1- P3) The obtained waveform. It can be seen from Fig. 8 that the two dashed lines representing the waveform of the first receiving unit P1 and the waveform of the third receiving unit P3 are almost completely coincident, which is because: the wave field excited by the monopole source is located at the same depth, and The response of the direct wave in the well received by the two axisymmetric receiving units P1 and P3 is exactly the same, and the direct wave received by the two receiving units is dominant in the waveform (much larger than the amplitude of the reflected wave), so the first receiving unit P1 It almost coincides with the third receiving unit P3 waveform. And through subtraction, the signals with the same polarity in the first receiving unit P1 and the third receiving unit P3 are weakened (here mainly the direct wave in the well excited by the monopole source), leaving only the solid line in Fig. 8 well-reflected waves. From this point of view, through the mixed working mode of monopole source excitation and dipole reception, the amplitude of the reflected wave outside the well is enhanced relative to the direct wave in the well, which is beneficial to the extraction and separation of reflected wave signals.
另外,对比图6中斯通利波的到时与图7中反射纵波的到时可知,对于距离井轴较近的反射体(本实施例中为3米),反射波与井中直达波在测井源距范围内混叠较严重,难以有效分离。通过单极子源激发、偶极接收的混合工作方式,对该反射体对应的反射信号也可以进行准确记录。In addition, comparing the arrival time of the Stoneley wave in Figure 6 with the arrival time of the reflected longitudinal wave in Figure 7, it can be seen that for a reflector (3 meters in this embodiment) that is closer to the well axis, the reflected wave and the direct wave in the well are within The aliasing is serious within the range of logging source distance, and it is difficult to effectively separate them. Through the mixed working mode of monopole source excitation and dipole reception, the reflection signal corresponding to the reflector can also be accurately recorded.
第二种情况:Second case:
偶极子源的情况下,计算模型如图5所示。采用变网格有限差分,井孔附近网格为0.01m,井外较远处网格为0.015m,时间步长为1.2μs。偶极源指向为X轴,中心频率为3kHz。地层1的纵波速度为2000m/s,横波速度为600m/s,密度为2000kg/m3;地层2的纵波速度与横波速度则分别是3800m/s和2000m/s,密度为2150kg/m3;井中流体的声速为1500m/s,密度为1000kg/m3。其他参数与单极子源情况时的参数相同。In the case of a dipole source, the calculation model is shown in Fig. 5. The variable grid finite difference is used, the grid near the wellbore is 0.01m, the grid farther outside the well is 0.015m, and the time step is 1.2μs. The dipole source points to the X-axis with a center frequency of 3kHz. The compressional wave velocity of formation 1 is 2000m/s, the shear wave velocity is 600m/s, and the density is 2000kg/m3; the compressional wave velocity and shear wave velocity of formation 2 are 3800m/s and 2000m/s respectively, and the density is 2150kg/m3; The speed of sound is 1500m/s and the density is 1000kg/m3. Other parameters are the same as those in the case of monopole source.
在井中布置偶极子源激发波场,各接收器对应的四个接收单元分别采集测井数据。对四个接收单元(P1,P2,P3,P4)接收的数据进行组合,分别得到三组数据:单极式接收数据,X方向偶极式接收数据,Y方向偶极式接收数据。A dipole source is arranged in the well to excite the wave field, and four receiving units corresponding to each receiver collect logging data respectively. Combine the data received by the four receiving units (P1, P2, P3, P4) to obtain three sets of data: unipolar receiving data, X-direction dipole receiving data, and Y-direction dipole receiving data.
当声源为偶极子源时,由S103可知:X方向Y方向偶极式接收数据为常规数据采集模式下得到的数据,即常规测井数据;单极式接收数据为利用单极偶极混合工作方式得到的数据,为远探测测井数据。When the sound source is a dipole source, it can be seen from S103 that: the dipole type receiving data in the X direction and the Y direction is the data obtained in the conventional data acquisition mode, that is, the conventional logging data; The data obtained by the mixed working mode is the remote detection logging data.
图9是本发明实施例提供的偶极子源时,常规测井波形。从图9中可以看到,常规偶极子波列中含有纵波和弯曲波等井中直达波,且弯曲波强度大于井外反射纵波,常规测井模式下采集的偶极子波形可以用于常规偶极测井作业,如地层横波速度及地层各向异性等参数的测量。本实施例中,从常规测井波形中可以识别出井外反射纵波,这是由于慢地层中井和地层之间阻抗较小,因而反射波的强度要大于第一种情况中快地层的情况,这也是远探测技术在慢地层中应用要好于快地层的一个原因。Fig. 9 is a conventional well logging waveform when the dipole source provided by the embodiment of the present invention is used. It can be seen from Fig. 9 that the conventional dipole wave train contains direct waves such as longitudinal waves and bending waves, and the intensity of the bending waves is greater than that of the reflected longitudinal waves outside the well. The dipole waveforms collected in the conventional logging mode can be used for conventional Dipole logging operations, such as the measurement of parameters such as formation shear wave velocity and formation anisotropy. In this embodiment, the reflected longitudinal wave outside the well can be identified from the conventional logging waveform. This is because the impedance between the well and the formation in the slow formation is small, so the intensity of the reflected wave is greater than that in the fast formation in the first case. It is also a reason why the far detection technology is better applied in the slow formation than in the fast formation.
图10是本发明实施例提供的偶极子源时,远探测测井波形。在图10中,对四个接收单元的波形进行叠加,削弱各接收单元中极性相反的信号(本实施例中主要为偶极子源激发的井中直达波),井中直达波得到有效的压制,井外反射波相对于井中模式波的幅度有了较大程度的提高。Fig. 10 is a long-range detection logging waveform when the dipole source provided by the embodiment of the present invention is used. In Figure 10, the waveforms of the four receiving units are superimposed to weaken the signals with opposite polarities in each receiving unit (in this embodiment, mainly the direct wave in the well excited by the dipole source), and the direct wave in the well is effectively suppressed , the amplitude of the reflected wave outside the well has been greatly improved compared with that of the mode wave in the well.
图11是本发明实施例提供的测井装置示意图,如图11所示,本实施例中包括:布置单元1101,采集单元1102,组合单元1103,生成单元1104;Fig. 11 is a schematic diagram of a logging device provided by an embodiment of the present invention. As shown in Fig. 11, this embodiment includes: an arrangement unit 1101, an acquisition unit 1102, a combination unit 1103, and a generation unit 1104;
所述布置单元1101,用于在待探测井中布置声源和至少一个接收器,其中,所述接收器包括周向等间隔布置的四个接收单元,所述四个接收单元中的第一接收单元和第三接收单元位于X轴,所述四个接收单元中的第二接收单元和第四接收单元位于Y轴;The arrangement unit 1101 is used to arrange the sound source and at least one receiver in the well to be detected, wherein the receiver includes four receiving units arranged at equal intervals in the circumferential direction, and the first receiving unit among the four receiving units The unit and the third receiving unit are located on the X axis, and the second receiving unit and the fourth receiving unit among the four receiving units are located on the Y axis;
所述采集单元1102,用于当所述声源激发波场时,所述第一接收单元采集第一测井数据,第二接收单元采集第二测井数据,第三接收单元采集第三测井数据,第四接收单元采集第四测井数据;The collection unit 1102 is configured to collect the first logging data by the first receiving unit, collect the second logging data by the second receiving unit, and collect the third logging data by the third receiving unit when the sound source excites the wave field. well data, the fourth receiving unit collects fourth well logging data;
所述组合单元1103,用于对所述第一测井数据、第二测井数据、第三测井数据和第四测井数据进行组合,获得单极式接收数据、X方向偶极式接收数据和Y方向偶极式接收数据;The combination unit 1103 is used to combine the first well logging data, the second well logging data, the third well logging data and the fourth well logging data to obtain monopole receiving data and X direction dipole receiving data. Data and Y direction dipole receiving data;
所述生成单元1104,用于根据所述声源的形式和所述单极式接收数据,X方向偶极式接收数据,Y方向偶极式接收数据,获得常规测井数据与远探测测井数据。The generation unit 1104 is used to obtain conventional logging data and remote detection logging data according to the form of the sound source and the monopole type receiving data, the X direction dipole type receiving data, and the Y direction dipole type receiving data data.
可选地,所述声源具体包括:单极子源或偶极子源。Optionally, the sound source specifically includes: a monopole source or a dipole source.
可选地,所述组合单元1103具体用于,Optionally, the combination unit 1103 is specifically used to:
对所述第一测井数据、第二测井数据、第三测井数据和第四测井数据相加获得单极式接收数据;Adding the first well logging data, the second well logging data, the third well logging data and the fourth well logging data to obtain unipolar receiving data;
对所述第一测井数据和第三测井数据相减获得X方向偶极式接收数据;Subtracting the first logging data and the third logging data to obtain dipole receiving data in the X direction;
对所述第二测井数据和所述第四测井数据相减获得Y方向偶极式接收数据。and subtracting the second well logging data from the fourth well logging data to obtain dipole receiving data in the Y direction.
可选地,所述生成单元1104具体用于,当所述声源为单极子源时,所述单极式接收数据为常规测井数据,所述X方向偶极式接收数据和所述Y方向偶极式接收数据为远探测测井数据。Optionally, the generation unit 1104 is specifically configured to, when the sound source is a monopole source, the monopole received data is conventional logging data, and the dipole received data in the X direction and the The data received by the dipole type in the Y direction is the remote detection logging data.
可选地,所述生成单元1104具体用于,当所述声源为偶极子源时,所述单极式接收数据为远探测测井数据,所述X方向偶极式接收数据和所述Y方向偶极式接收数据为常规测井数据。Optionally, the generation unit 1104 is specifically configured to, when the sound source is a dipole source, the monopole received data is far-detection well logging data, and the X-direction dipole received data and the The data received by the dipole type in the Y direction is conventional logging data.
专业人员应该还可以进一步意识到,结合本文中所公开的实施例描述的各示例的单元及算法步骤,能够以电子硬件、计算机软件或者二者的结合来实现,为了清楚地说明硬件和软件的可互换性,在上述说明中已经按照功能一般性地描述了各示例的组成及步骤。这些功能究竟以硬件还是软件方式来执行,取决于技术方案的特定应用和设计约束条件。专业技术人员可以对每个特定的应用来使用不同方法来实现所描述的功能,但是这种实现不应认为超出本发明的范围。Professionals should further realize that the units and algorithm steps described in conjunction with the embodiments disclosed herein can be implemented by electronic hardware, computer software, or a combination of the two. In order to clearly illustrate the relationship between hardware and software Interchangeability. In the above description, the composition and steps of each example have been generally described according to their functions. Whether these functions are executed by hardware or software depends on the specific application and design constraints of the technical solution. Those skilled in the art may use different methods to implement the described functions for each specific application, but such implementation should not be regarded as exceeding the scope of the present invention.
结合本文中所公开的实施例描述的方法或算法的步骤可以用硬件、处理器执行的软件模块,或者二者的结合来实施。软件模块可以置于随机存储器(RAM)、内存、只读存储器(ROM)、电可编程ROM、电可擦除可编程ROM、寄存器、硬盘、可移动磁盘、CD-ROM、或技术领域内所公知的任意其它形式的存储介质中。The steps of the methods or algorithms described in connection with the embodiments disclosed herein may be implemented by hardware, software modules executed by a processor, or a combination of both. Software modules can be placed in random access memory (RAM), internal memory, read-only memory (ROM), electrically programmable ROM, electrically erasable programmable ROM, registers, hard disk, removable disk, CD-ROM, or any other Any other known storage medium.
以上所述的具体实施方式,对本发明的目的、技术方案和有益效果进行了进一步详细说明,所应理解的是,以上所述仅为本发明的具体实施方式而已,并不用于限定本发明的保护范围,凡在本发明的精神和原则之内,所做的任何修改、等同替换、改进等,均应包含在本发明的保护范围之内。The specific embodiments described above have further described the purpose, technical solutions and beneficial effects of the present invention in detail. It should be understood that the above descriptions are only specific embodiments of the present invention and are not intended to limit the scope of the present invention. Protection scope, within the spirit and principles of the present invention, any modification, equivalent replacement, improvement, etc., shall be included in the protection scope of the present invention.
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