CN103195408B - Oil/gas Well flow imaging measuring method - Google Patents
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Abstract
本发明公开了一种油气井流动成像测量方法,包括:将多个测量电极环和屏蔽电极环轴向间隔设置于被测流体的油井壁;依序选择各测量电极环中一电极做作为激励电极,激发激励电极和与激励电极上下左右相邻的电极,生成束状电磁场;依序选择各测量电极环中与激励电极间隔两个以上的电极作为接收电极,接收流体介质的响应信号;根据各测量电极环中各电极接收的响应信号处理后生成被测流体截面的流动参数和图像。本发明适用于高、低含水的各种情况,对多相流体流动截面多次扫描测量,可以有效克服一般电测量的“软场”效应,高分辨率辨识流体介质,对井内多相流体的原本流动干扰很小,具有实时性强、无损伤性、成本低廉、应用方便等优点。
The invention discloses a flow imaging measurement method for oil and gas wells, comprising: arranging a plurality of measuring electrode rings and shielding electrode rings on the oil well wall of the fluid to be measured at axial intervals; sequentially selecting an electrode in each measuring electrode ring as an excitation Electrode, excite the excitation electrode and the electrodes adjacent to the excitation electrode up, down, left, and right to generate a beam-shaped electromagnetic field; sequentially select the electrodes in each measuring electrode ring that are separated from the excitation electrode by more than two as the receiving electrode to receive the response signal of the fluid medium; according to The response signals received by the electrodes in each measuring electrode ring are processed to generate flow parameters and images of the measured fluid section. The present invention is applicable to various situations of high and low water cut, can effectively overcome the "soft field" effect of general electrical measurement for multi-scanning measurement of multi-phase fluid flow cross-section, and can identify fluid medium with high resolution, and can detect multi-phase fluid in wells. The original flow interference is very small, and it has the advantages of strong real-time performance, no damage, low cost, and convenient application.
Description
技术领域technical field
本发明专利属于应用地球物理测井技术,涉及一种油气井生产动态监测和多相管流成像检测的电磁测量方法,具体的讲是一种油气井流动成像测量方法。The patent of the invention belongs to the application of geophysical logging technology, and relates to an electromagnetic measurement method for dynamic monitoring of oil and gas well production and multiphase pipe flow imaging detection, specifically an imaging measurement method for oil and gas well flow.
背景技术Background technique
石油和天然气蕴藏于地下数千米深的油气层内,通过钻井打通地层进行开采。油气生产井段一般设置有圆状的钢铁质套管或筛管,角度与地平面垂直、倾斜或水平。由于地层含水或者注水开发,井筒内往往是油、气和水的两相或三相流动。利用测井仪器监测生产井段的多相流动剖面,可以了解油气层的生产状况,采取科学合理的技术措施,保证油气稳产和高产。Oil and natural gas are stored in oil and gas layers thousands of meters deep underground, and are extracted through drilling. Oil and gas production well sections are generally provided with round steel casings or screens, and the angle is vertical, inclined or horizontal to the ground plane. Due to formation water or water injection development, the wellbore is often two-phase or three-phase flow of oil, gas and water. By using logging instruments to monitor the multiphase flow profile of the production well section, we can understand the production status of oil and gas layers, and take scientific and reasonable technical measures to ensure stable and high oil and gas production.
油气生产井内多相流体分布非常复杂,流动特性分析需要流动截面上各个部位的详细信息,应该通过非线性动力学测量研究解决。现有的流动剖面测井技术属于线性测量,采集的是探测范围内介质的总体结果,无法提供流体分布的准确信息,迫切需要新的测量方法和技术。本项发明的油气井流动成像电磁测量方法,可以非线性扫描方式采集井内流场的信息,通过数据处理实时重建流动图像,准确反映油气井内多相流体的流型和特征。The distribution of multiphase fluids in oil and gas production wells is very complex, and the analysis of flow characteristics requires detailed information on each part of the flow section, which should be solved through nonlinear dynamic measurement research. The existing flow profile logging technology belongs to linear measurement, which collects the overall results of the medium within the detection range, and cannot provide accurate information on fluid distribution. New measurement methods and technologies are urgently needed. The oil and gas well flow imaging electromagnetic measurement method of the present invention can collect the information of the flow field in the well in a nonlinear scanning manner, reconstruct the flow image in real time through data processing, and accurately reflect the flow pattern and characteristics of the multiphase fluid in the oil and gas well.
发明内容Contents of the invention
本发明实施例提供了一种油气井流动成像测量方法,包括:An embodiment of the present invention provides a flow imaging measurement method for oil and gas wells, including:
将多个测量电极环和屏蔽电极环轴向间隔设置于被测流体的油井壁;A plurality of measuring electrode rings and shielding electrode rings are axially spaced on the oil well wall of the measured fluid;
依序选择各测量电极环中一电极作为激励电极,激发所述激励电极和与激励电极上下左右相邻的电极,生成束状电磁场;Sequentially select an electrode in each measuring electrode ring as an excitation electrode, excite the excitation electrode and the electrodes adjacent to the excitation electrode up, down, left, and right to generate a beam-shaped electromagnetic field;
依序选择各测量电极环中与所述激励电极间隔两个以上的电极作为接收电极,接收所述流体介质的响应信号;Sequentially select the electrodes separated by more than two electrodes from the excitation electrode in each measuring electrode ring as receiving electrodes to receive the response signal of the fluid medium;
根据各测量电极环中各电极接收的响应信号处理后生成被测流体截面的流动参数和图像。Flow parameters and images of the measured fluid section are generated after processing according to the response signals received by the electrodes in each measuring electrode ring.
优选的,本发明实施例中测量电极环和屏蔽电极环的均具有N个等间距环状排列的电极,其中,N>6。Preferably, both the measuring electrode ring and the shielding electrode ring in the embodiment of the present invention have N electrodes arranged in a ring at equal intervals, where N>6.
优选的,本发明实施例中测量电极环中的各电极相同,所述屏蔽电极环中的各电极相同。Preferably, in the embodiment of the present invention, the electrodes in the measuring electrode ring are the same, and the electrodes in the shielding electrode ring are the same.
优选的,本发明实施例中与激励电极上下左右相邻的电极包括:所述激励电极所在的测量电极环中与激励电极相邻的电极以及相邻的屏蔽电极环中与激励电极相邻的电极。Preferably, the electrodes adjacent to the excitation electrodes up, down, left, and right in the embodiment of the present invention include: electrodes adjacent to the excitation electrodes in the measurement electrode ring where the excitation electrodes are located and electrodes adjacent to the excitation electrodes in the adjacent shielding electrode ring electrode.
本发明实施例中激发所述激励电极和与激励电极上下左右相邻的电极,生成束状电磁场包括:In the embodiment of the present invention, exciting the excitation electrode and the electrodes adjacent to the excitation electrode up, down, left, and right to generate a beam-shaped electromagnetic field includes:
供给所述激励电极、所述测量电极环中与激励电极相邻的电极以及相邻的屏蔽电极环中与激励电极相邻的电极一电流衡定、频率一定的激励信号,在被测流体内生成束状电磁场,激励信号的频率单位为nMHz。Supply the excitation electrode, the electrode adjacent to the excitation electrode in the measurement electrode ring, and the electrode adjacent to the excitation electrode in the adjacent shielding electrode ring—an excitation signal with a constant current and a constant frequency, in the measured fluid A beam-shaped electromagnetic field is generated, and the frequency unit of the excitation signal is nMHz.
优选的,本发明实施例中依序选择各测量电极环中与所述激励电极间隔两个以上的电极作为接收电极,接收所述流体介质的响应信号包括:Preferably, in the embodiment of the present invention, the electrodes in each measuring electrode ring that are separated from the excitation electrode by more than two are sequentially selected as receiving electrodes, and receiving the response signal of the fluid medium includes:
将所述接收电极上下左右相邻的四个电极接地,即将测量电极环中和屏蔽电极环中与所述接收电极相邻的电极接地。Ground the four adjacent electrodes up, down, left, and right of the receiving electrode, that is, ground the electrodes adjacent to the receiving electrode in the measuring electrode ring and the shielding electrode ring.
本发明综合利用油、气与水的介电特性和导电特性差异辨识井内流体,适用于高、低含水的各种情况,并通过在井内激发束状结构的电磁场,对多相流体流动截面多次扫描测量,可以有效克服一般电测量的“软场”效应,高分辨率辨识流体介质,本发明的方法中电磁阵列传感器紧贴井壁,无须侵入流体内部,对井内多相流体的原本流动干扰很小。此外,本发明的方法属于功能成像,具有实时性强、无损伤性、成本低廉、应用方便等优点。The invention comprehensively utilizes the difference of dielectric properties and conductive properties of oil, gas and water to identify the fluid in the well. Sub-scanning measurement can effectively overcome the "soft field" effect of general electrical measurement, and identify the fluid medium with high resolution. In the method of the present invention, the electromagnetic array sensor is close to the well wall, without intruding into the fluid, and the original flow of the multiphase fluid in the well There are very few distractions. In addition, the method of the present invention belongs to functional imaging, and has the advantages of strong real-time performance, no damage, low cost, and convenient application.
为让本发明的上述和其他目的、特征和优点能更明显易懂,下文特举较佳实施例,并配合所附图式,作详细说明如下。In order to make the above and other objects, features and advantages of the present invention more comprehensible, preferred embodiments will be described in detail below together with the accompanying drawings.
附图说明Description of drawings
为了更清楚地说明本发明实施例或现有技术中的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动性的前提下,还可以根据这些附图获得其他的附图。In order to more clearly illustrate the technical solutions in the embodiments of the present invention or the prior art, the following will briefly introduce the drawings that need to be used in the description of the embodiments or the prior art. Obviously, the accompanying drawings in the following description are only These are some embodiments of the present invention. For those skilled in the art, other drawings can also be obtained according to these drawings without any creative effort.
图1为本发明油气井流动成像测量方法的流程图;Fig. 1 is the flowchart of the flow imaging measurement method for oil and gas wells of the present invention;
图2为本发明采用的多层环状电极阵列结构纵剖面示意图Fig. 2 is the vertical cross-sectional schematic view of the multi-layer annular electrode array structure adopted by the present invention
图3为探测电磁场纵向屏蔽示意图;Fig. 3 is a schematic diagram of the longitudinal shielding of the detection electromagnetic field;
图4为探测电磁场横向聚焦示意图;Fig. 4 is a schematic diagram of lateral focusing of the detection electromagnetic field;
图5为本发明采用的多层环状电极阵列探头测量方式示意图。Fig. 5 is a schematic diagram of the measurement mode of the multi-layer annular electrode array probe adopted in the present invention.
具体实施方式detailed description
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,所描述的实施例仅仅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。The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. 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.
本发明提供了一种油气井流动成像测量方法,如图1所示,该方法包括:The present invention provides a flow imaging measurement method for oil and gas wells, as shown in Figure 1, the method comprises:
步骤S101,将多个测量电极环和屏蔽电极环轴向间隔设置于被测流体的油井壁;Step S101, arranging a plurality of measuring electrode rings and shielding electrode rings at an axial interval on the oil well wall of the fluid to be measured;
步骤S102,依序选择各测量电极环中一电极做为激励电极,激发激励电极和与激励电极上下左右相邻的电极,生成束状电磁场;Step S102, sequentially selecting an electrode in each measuring electrode ring as an excitation electrode, exciting the excitation electrode and electrodes adjacent to the excitation electrode up, down, left, and right to generate a beam-shaped electromagnetic field;
步骤S103,依序选择各测量电极环中与激励电极间隔两个以上的电极做为接收电极,接收流体介质的响应信号;Step S103, sequentially selecting the electrodes in each measuring electrode ring that are separated from the excitation electrodes by more than two distances as receiving electrodes to receive the response signal of the fluid medium;
步骤S104,根据各测量电极环中各电极接收的响应信号处理后生成被测流体截面的流动参数和图像。Step S104, generating flow parameters and images of the measured fluid section after processing according to the response signals received by the electrodes in each measuring electrode ring.
优选的,本发明实施例中测量电极环和屏蔽电极环的均具有N个等间距环状排列的电极,优选的,本发明中N>6。Preferably, both the measuring electrode ring and the shielding electrode ring in the embodiment of the present invention have N electrodes arranged in a ring at equal intervals, preferably, N>6 in the present invention.
本发明中与激励电极上下左右相邻的电极包括:激励电极所在的测量电极环中与激励电极相邻的电极、相邻的屏蔽电极环中与激励电极相邻的电极。In the present invention, the electrodes adjacent to the excitation electrodes up, down, left, and right include: the electrodes adjacent to the excitation electrodes in the measurement electrode ring where the excitation electrodes are located, and the electrodes adjacent to the excitation electrodes in the adjacent shielding electrode ring.
本发明实施例中激发所述激励电极和与激励电极上下左右相邻的电极,生成束状电磁场包括:In the embodiment of the present invention, exciting the excitation electrode and the electrodes adjacent to the excitation electrode up, down, left, and right to generate a beam-shaped electromagnetic field includes:
供给激励电极、测量电极环中与激励电极相邻的电极以及相邻的屏蔽电极环中与激励电极相邻的电极一电流衡定、频率一定的激励信号,在被测流体内生成束状电磁场,激励信号的频率单位为nMHz。Supply the excitation electrode, the electrode adjacent to the excitation electrode in the measuring electrode ring, and the electrode adjacent to the excitation electrode in the adjacent shielding electrode ring—an excitation signal with constant current and constant frequency to generate a beam-shaped electromagnetic field in the measured fluid , the frequency unit of the excitation signal is nMHz.
本发明实施例中依序选择各测量电极环中与所述激励电极间隔两个以上的电极做为接收电极,接收所述流体介质的响应信号包括:将接收电极上下左右相邻的四个电极接地,即将测量电极环中和屏蔽电极环中与接收电极相邻的电极接地。In the embodiment of the present invention, the electrodes in the measurement electrode rings that are more than two distances from the excitation electrodes are sequentially selected as the receiving electrodes, and receiving the response signal of the fluid medium includes: four electrodes that are adjacent to the upper, lower, left, and right sides of the receiving electrodes Grounding means grounding the electrode adjacent to the receiving electrode in the measuring electrode ring and in the shielding electrode ring.
下面结合具体的实施方式对本发明技术方案做进一步详细说明。The technical solution of the present invention will be further described in detail below in combination with specific implementation modes.
本发明目的在于提供一种在油气井内激发束状探测电磁场,扫描测量多相流体流动截面图像的方法。The purpose of the present invention is to provide a method for exciting a beam-like detection electromagnetic field in an oil and gas well, and scanning and measuring a cross-sectional image of a multiphase fluid flow.
本发明通过如下方式实现:The present invention is realized in the following manner:
由屏蔽电极环和测量电极环构成多层环状电极阵列,如图2所示,屏蔽电极环201和测量电极环202在轴向Z上间互排列组成,测量电极环201与屏蔽电极环202的电极数目相同,均由N个等间距环状排列的相同电极组成,本发明实施例中各电极环中N>6,电极数目太少会影响测量分辨率,电极数目过多可能影响测量成像的实时性。The shielding electrode ring and the measuring electrode ring form a multi-layer annular electrode array. As shown in FIG. The number of electrodes is the same, and they are all composed of N identical electrodes arranged in a ring at equal intervals. In the embodiment of the present invention, N>6 in each electrode ring, too few electrodes will affect the measurement resolution, and too many electrodes may affect the measurement imaging real-time.
在油气井内激发电磁场时,将电极阵列紧贴油井壁置于被测流体中,选择测量电极环中的任一个电极和其上下左右的相邻的4个电极,供给电流衡定、频率一定(单位为nMHz)的激励信号,在井内流体中形成束状结构的电磁场。如图3所示,为一测量电极环的俯视图,其中电极1做为激励电极,给予电极1、该测量电极环中与电极1相邻的电极16和电极2一电流衡定、频率一定的激励信号,还同时给予屏蔽电极环中与电极1相邻的电极一激励信号,该图中未标示,形成束状结构电磁场。如图4为形成的探测电磁场的纵向屏蔽示意图,测量电极环401中的各电极作为激励电极,402和403为与电极环401相邻的屏蔽电极环,此时,电极16和电极2由于与电极1发射相同的电流,从而在径向上抑制探测电磁场的扩散。图5为形成的探测电磁场的横向聚焦示意图,电极501、502、503为激励电极,电极505做为接收电极时,电极504和506接地。When exciting the electromagnetic field in the oil and gas well, put the electrode array close to the oil well wall and place it in the measured fluid, select any electrode in the measurement electrode ring and its adjacent 4 electrodes, and supply the constant current and constant frequency ( The excitation signal with the unit of nMHz) forms an electromagnetic field with a beam structure in the fluid in the well. As shown in Figure 3, it is a top view of a measuring electrode ring, wherein electrode 1 is used as an excitation electrode, and electrode 1, electrode 16 adjacent to electrode 1 and electrode 2 in the measuring electrode ring are given a constant current and a certain frequency. The excitation signal also gives an excitation signal to the electrode adjacent to the electrode 1 in the shielding electrode ring at the same time, which is not shown in the figure, forming a beam-shaped electromagnetic field. Figure 4 is a schematic diagram of the longitudinal shielding of the formed detection electromagnetic field, each electrode in the measuring electrode ring 401 is used as an excitation electrode, and 402 and 403 are shielding electrode rings adjacent to the electrode ring 401. Electrode 1 emits the same current, thereby suppressing the spread of the probe electromagnetic field in the radial direction. FIG. 5 is a schematic diagram of lateral focusing of the formed detection electromagnetic field. Electrodes 501, 502, and 503 are excitation electrodes. When electrode 505 is used as a receiving electrode, electrodes 504 and 506 are grounded.
在油气井内接收有用信号时,选择测量电极环中与激励电极间隔2个以上的电极,将其上下左右的相邻的4个电极接地,还参考图3,选择电极9做为接收电极接收有用信号时,将该测量电极环中的电极10、电极8以及相邻的屏蔽电极环中与电极9相邻的电极接地,电极9接收流体介质作用下的响应信号。本发明采用的激励信号频率为nMHz,不仅可以同时反映井内流体的导电性质和介电性质,而且可以有效避免各种原因导致的频散影响。When receiving useful signals in oil and gas wells, select the electrodes in the measuring electrode ring that are more than 2 away from the excitation electrodes, and ground the four adjacent electrodes up, down, left, and right. Also refer to Figure 3, select electrode 9 as the receiving electrode to receive useful signals. When signal, the electrode 10 and electrode 8 in the measuring electrode ring and the electrode adjacent to the electrode 9 in the adjacent shielding electrode ring are grounded, and the electrode 9 receives the response signal under the action of the fluid medium. The frequency of the excitation signal adopted by the present invention is nMHz, which can not only reflect the conductivity and dielectric properties of the fluid in the well at the same time, but also effectively avoid the influence of frequency dispersion caused by various reasons.
扫描测量数据时,依次选择测量电极环的一个电极激发,其它N-5个电极循环进行接收,对该测量电极环中的各电极经过N次激发和循环接收,对于该电极环所在深度的流体流动截面,可以采集N×(N-5)个独立测量数据。这些测量数据分别反映了该电极环所在的被测流动截面上不同部位介质的电性参数,通过处理可以重建该流动截面图像和确定各相流体比例速度。同样,对被测流体中的其它测量电极环也进行上述操作,获得各电极环所在截面的图像和各相流体比例。对多相流体流动截面多次扫描测量,可以有效克服一般电测量的“软场”效应,高分辨率辨识流体介质When scanning the measurement data, one electrode of the measuring electrode ring is sequentially selected for excitation, and the other N-5 electrodes are cyclically received, and each electrode in the measuring electrode ring is excited and cyclically received for N times. For the flow section, N×(N-5) independent measurement data can be collected. These measurement data respectively reflect the electrical parameters of the media in different parts of the measured flow section where the electrode ring is located, and can be processed to reconstruct the flow section image and determine the proportional velocity of each phase fluid. Similarly, the above operations are also performed on other measuring electrode rings in the measured fluid to obtain the image of the section where each electrode ring is located and the proportion of each phase fluid. Multi-scanning measurement of multi-phase fluid flow section can effectively overcome the "soft field" effect of general electrical measurement, and identify fluid media with high resolution
本发明提供了一种在油气井内多相流体流动成像测量方法,该方法包括多层环状电极阵列构建、束状探测电磁场激励、有用信号接受和数据扫描测量。本发明的油气井流动成像电磁测量方法具有三个特殊优点:一是综合利用油、气与水的介电特性和导电特性差异辨识井内流体,适用于高、低含水的各种情况;二是通过在井内激发束状结构的电磁场,对多相流体流动截面多次扫描测量,可以有效克服一般电测量的“软场”效应,高分辨率辨识流体介质;三是电磁阵列传感器紧贴井壁,无须侵入流体内部,对井内多相流体的原本流动干扰很小。此外,该方法属于功能成像,具有实时性强、无损伤性、成本低廉、应用方便等优点。The invention provides a multi-phase fluid flow imaging measurement method in an oil and gas well, which comprises the construction of a multi-layer annular electrode array, beam detection electromagnetic field excitation, useful signal acceptance and data scanning measurement. The flow imaging electromagnetic measurement method for oil and gas wells of the present invention has three special advantages: one is to comprehensively utilize the difference in dielectric properties and conductivity properties of oil, gas and water to identify the fluid in the well, which is applicable to various situations of high and low water cut; By exciting the beam-shaped electromagnetic field in the well, and scanning and measuring the multiphase fluid flow section multiple times, it can effectively overcome the "soft field" effect of general electrical measurement and identify the fluid medium with high resolution; the third is that the electromagnetic array sensor is close to the well wall , there is no need to invade the fluid, and there is little interference with the original flow of the multiphase fluid in the well. In addition, this method belongs to functional imaging, which has the advantages of strong real-time performance, non-invasiveness, low cost, and convenient application.
本领域内的技术人员应明白,本发明的实施例可提供为方法、系统、或计算机程序产品。因此,本发明可采用完全硬件实施例、完全软件实施例、或结合软件和硬件方面的实施例的形式。而且,本发明可采用在一个或多个其中包含有计算机可用程序代码的计算机可用存储介质(包括但不限于磁盘存储器、CD-ROM、光学存储器等)上实施的计算机程序产品的形式。Those skilled in the art should understand that the embodiments of the present invention may be provided as methods, systems, or computer program products. Accordingly, the present invention can take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) having computer-usable program code embodied therein.
本发明是参照根据本发明实施例的方法、设备(系统)和计算机程序产品的流程图和/或方框图来描述的。应理解可由计算机程序指令实现流程图和/或方框图中的每一流程和/或方框、以及流程图和/或方框图中的流程和/或方框的结合。可提供这些计算机程序指令到通用计算机、专用计算机、嵌入式处理机或其他可编程数据处理设备的处理器以产生一个机器,使得通过计算机或其他可编程数据处理设备的处理器执行的指令产生用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的装置。The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products according to embodiments of the invention. It should be understood that each procedure and/or block in the flowchart and/or block diagram, and a combination of procedures and/or blocks in the flowchart and/or block diagram can be realized by computer program instructions. These computer program instructions may be provided to a general purpose computer, special purpose computer, embedded processor, or processor of other programmable data processing equipment to produce a machine such that the instructions executed by the processor of the computer or other programmable data processing equipment produce a An apparatus for realizing the functions specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.
这些计算机程序指令也可存储在能引导计算机或其他可编程数据处理设备以特定方式工作的计算机可读存储器中,使得存储在该计算机可读存储器中的指令产生包括指令装置的制造品,该指令装置实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能。These computer program instructions may also be stored in a computer-readable memory capable of directing a computer or other programmable data processing apparatus to operate in a specific manner, such that the instructions stored in the computer-readable memory produce an article of manufacture comprising instruction means, the instructions The device realizes the function specified in one or more procedures of the flowchart and/or one or more blocks of the block diagram.
这些计算机程序指令也可装载到计算机或其他可编程数据处理设备上,使得在计算机或其他可编程设备上执行一系列操作步骤以产生计算机实现的处理,从而在计算机或其他可编程设备上执行的指令提供用于实现在流程图一个流程或多个流程和/或方框图一个方框或多个方框中指定的功能的步骤。These computer program instructions can also be loaded onto a computer or other programmable data processing device, causing a series of operational steps to be performed on the computer or other programmable device to produce a computer-implemented process, thereby The instructions provide steps for implementing the functions specified in the flow chart or blocks of the flowchart and/or the block or blocks of the block diagrams.
本发明中应用了具体实施例对本发明的原理及实施方式进行了阐述,以上实施例的说明只是用于帮助理解本发明的方法及其核心思想;同时,对于本领域的一般技术人员,依据本发明的思想,在具体实施方式及应用范围上均会有改变之处,综上所述,本说明书内容不应理解为对本发明的限制。In the present invention, specific examples have been applied to explain the principles and implementation methods of the present invention, and the descriptions of the above examples are only used to help understand the method of the present invention and its core idea; meanwhile, for those of ordinary skill in the art, according to this The idea of the invention will have changes in the specific implementation and scope of application. To sum up, the contents of this specification should not be construed as limiting the present invention.
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