CN114415116A - A coal mining monitoring method, device and computer equipment - Google Patents
A coal mining monitoring method, device and computer equipment Download PDFInfo
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Abstract
Description
技术领域technical field
本申请涉及计算机技术领域,尤其涉及一种煤矿开采监测方法、装置及计算机设备。The present application relates to the field of computer technology, and in particular, to a coal mining monitoring method, device and computer equipment.
背景技术Background technique
在煤炭开采当中必须严格遵守开采规则,按照计划开采工作面。若越界或超层开采,不仅带来很多经济纠纷,也会带来严重的安全隐患。因此,对煤矿越界和超层开采行为的监测是至关重要的。In coal mining, mining rules must be strictly followed, and the working face must be mined according to the plan. Exceeding the boundary or super-layer mining will not only bring about a lot of economic disputes, but also bring serious security risks. Therefore, the monitoring of coal mine out-of-bounds and super-layer mining behavior is crucial.
目前常用的监测越界和超层开采的手段包括钻探法、空心包体应力计等现场实测法,以及广义反投射系数、极限平衡理论等理论计算和数值模拟方法。At present, the commonly used methods for monitoring out-of-bounds and super-layer mining include drilling method, hollow inclusion stress meter and other field measurement methods, as well as theoretical calculation and numerical simulation methods such as generalized back projection coefficient and limit equilibrium theory.
现场实测法需要对监测点进行开采前后对比,由于底板变形相对工作面的推进具有一定的滞后性,因此,很难获取采后数据,且难以实现底板变形的实时监测,存在工程量大和监测范围有限等缺点。数值模拟法不但需要现场实测数据作为基础,还具有很强的主观因素,计算结果存在较大误差。The field measurement method needs to compare the monitoring points before and after mining. Because the floor deformation has a certain lag relative to the advancement of the working face, it is difficult to obtain post-mining data, and it is difficult to realize real-time monitoring of floor deformation. Limited and other disadvantages. The numerical simulation method not only needs the field measured data as the basis, but also has strong subjective factors, and the calculation results have large errors.
所以,由于煤层地质条件软弱和地质构造复杂,现有技术难以普遍适用于煤矿开采越界或超层的监测。Therefore, due to the weak geological conditions of the coal seam and the complex geological structure, it is difficult for the existing technology to be generally applicable to the monitoring of coal mining out-of-bounds or super-layers.
发明内容SUMMARY OF THE INVENTION
为了解决上述技术问题,本申请提供了煤矿开采监测方法、装置及计算机设备,具体方案如下:In order to solve the above-mentioned technical problems, the application provides a coal mining monitoring method, device and computer equipment, and the specific solutions are as follows:
第一方面,本申请实施例提供了一种煤矿开采监测方法,所述煤矿开采监测方法包括:In a first aspect, the embodiments of the present application provide a coal mining monitoring method, the coal mining monitoring method comprising:
监听对应第一监测区域的微震信号,其中,所述微震信号包括所述第一监测区域内各微震源的发震时刻,以及各微震源对应的微震波传播到所述第一监测区域中各传感器的观测到时和计算到时;Monitor the microseismic signal corresponding to the first monitoring area, wherein the microseismic signal includes the earthquake occurrence time of each microseismic source in the first monitoring area, and the microseismic wave corresponding to each microseismic source propagates to each of the first monitoring area. The observed time and the calculated time of the sensor;
基于各微震源对应的微震波传播到所述第一监测区域中各传感器的所述观测到时和所述计算到时,确定最小的时间残差值对应的所述微震源为目标点;Based on the observed time and the calculated time when the microseismic wave corresponding to each microseismic source propagates to each sensor in the first monitoring area, determining the microseismic source corresponding to the smallest time residual value as the target point;
采集所述目标点的微震频率和位置信息;collecting microseismic frequency and location information of the target point;
若所述目标点的微震频率大于预设阈值,输出煤矿开采超层的第一提示信息,其中,所述第一提示信息包括所述目标点的所述位置信息。If the microseismic frequency of the target point is greater than a preset threshold, output first prompt information for mining superlayers in a coal mine, where the first prompt information includes the location information of the target point.
根据本申请公开的一种具体实施方式,所述计算到时的确定的步骤,包括:According to a specific embodiment disclosed in the present application, the step of determining the time of calculation includes:
获取微震波从微震源传播至各所述传感器的计算走时;Obtain the calculated travel time of the microseismic wave propagating from the microseismic source to each of the sensors;
通过公式tci=t0+tti(Ti,S)计算各传感器对应的所述计算到时,其中,tci为第i个所述传感器对应的所述计算到时,i≥1,t0为微震源的发震时刻,tti(Ti,S)为第i个所述传感器对应的所述计算走时,Ti为第i个所述传感器的传感器参数,S为所述微震源的震源参数。The calculated time corresponding to each sensor is calculated by the formula t ci =t 0 +t ti (T i ,S), where t ci is the calculated time corresponding to the ith sensor, i≥1, t 0 is the seismic moment of the microseismic source, t ti (T i , S) is the calculated travel time corresponding to the ith described sensor, T i is the sensor parameter of the ith described sensor, and S is the The source parameters of the source.
根据本申请公开的一种具体实施方式,所述时间残差值的确定步骤,包括:According to a specific embodiment disclosed in the present application, the step of determining the time residual value includes:
将各所述传感器对应的所述观测到时与各所述传感器对应的所述计算到时相减,得到时间残差值。The observed time corresponding to each sensor is subtracted from the calculated time corresponding to each sensor to obtain a time residual value.
根据本申请公开的一种具体实施方式,所述煤矿开采监测方法还包括:According to a specific embodiment disclosed in the present application, the coal mining monitoring method further includes:
通过第二监测区域对应的合成孔径雷达图像对,得到第二监测区域对应的累计形变量图像,其中,所述累计形变量图像包括多个形变区域;Obtaining a cumulative deformation amount image corresponding to the second monitoring region by using the synthetic aperture radar image pair corresponding to the second monitoring region, wherein the cumulative deformation amount image includes a plurality of deformation regions;
将所述第二监测区域对应的矿权图与所述累计形变量图像进行叠加分析,其中,所述矿权图包括多个授权区域;superimposing and analyzing the mining right map corresponding to the second monitoring area and the cumulative deformation variable image, wherein the mining right map includes a plurality of authorized areas;
若任一所述形变区域未完全处于所述授权区域内,将对应的所述形变区域确定为第一目标区域,并输出煤矿开采超界的第二提示信息,其中,所述第二提示信息包括所述第一目标区域的位置信息。If any of the deformation areas is not completely within the authorized area, the corresponding deformation area is determined as the first target area, and the second prompt information of coal mining out of bounds is output, wherein the second prompt information Including location information of the first target area.
根据本申请公开的一种具体实施方式,将对应的所述形变区域确定为第一目标区域的步骤之后,所述煤矿开采监测方法还包括:According to a specific embodiment disclosed in the present application, after the step of determining the corresponding deformation region as the first target region, the coal mining monitoring method further includes:
将所述累计形变量图像中除所述第一目标区域之外的各形变区域确定为第二目标区域;Determining each deformation area other than the first target area in the accumulated deformation amount image as a second target area;
将所述第二监测区域对应的开采工作面与全部所述第二目标区域叠加分析;superimposing and analyzing the mining face corresponding to the second monitoring area and all the second target areas;
若任一所述第二目标区域未完全处于所述开采工作面内,输出煤矿开采超界的第三提示信息。If any of the second target areas is not completely within the mining working face, output the third prompt message that the coal mining is out of bounds.
第二方面,本申请实施例提供了一种煤矿开采监测装置,所述煤矿开采监测装置包括:In a second aspect, an embodiment of the present application provides a coal mining monitoring device, the coal mining monitoring device comprising:
信号监听模块,用于监听对应第一监测区域的微震信号,其中,所述微震信号包括所述第一监测区域内各微震源的发震时刻,以及各微震源对应的微震波传播到所述第一监测区域中各传感器的观测到时和计算到时;A signal monitoring module for monitoring the microseismic signal corresponding to the first monitoring area, wherein the microseismic signal includes the seismic moment of each microseismic source in the first monitoring area, and the microseismic wave corresponding to each microseismic source propagates to the The observed time and calculated time of each sensor in the first monitoring area;
时间残差模块,用于基于各微震源对应的微震波传播到所述第一监测区域中各传感器的所述观测到时和所述计算到时,确定最小的时间残差值对应的所述微震源为目标点;A time residual module, configured to determine the time corresponding to the smallest time residual value based on the observed time and the calculated time when the microseismic waves corresponding to each microseismic source propagate to each sensor in the first monitoring area The microseismic source is the target point;
频率采集模块,用于采集所述目标点的微震频率和位置信息;a frequency acquisition module for acquiring the microseismic frequency and location information of the target point;
第一输出模块,用于若所述目标点的微震频率大于预设阈值,输出煤矿开采超层的第一提示信息,其中,所述第一提示信息包括所述目标点的所述位置信息。The first output module is used for outputting first prompt information of coal mining superlayer if the microseismic frequency of the target point is greater than a preset threshold, wherein the first prompt information includes the position information of the target point.
根据本申请公开的一种具体实施方式,所述时间残差模块具体应用于:According to a specific embodiment disclosed in this application, the time residual module is specifically applied to:
获取微震波从微震源传播至各所述传感器的计算走时;Obtain the calculated travel time of the microseismic wave propagating from the microseismic source to each of the sensors;
通过公式tci=t0+tti(Ti,S)计算各传感器对应的所述计算到时,其中,tci为第i个所述传感器对应的所述计算到时,i≥1,t0为微震源的发震时刻,tti(Ti,S)为第i个所述传感器对应的所述计算走时,Ti为第i个所述传感器的传感器参数,S为所述微震源的震源参数。The calculated time corresponding to each sensor is calculated by the formula t ci =t 0 +t ti (T i ,S), where t ci is the calculated time corresponding to the ith sensor, i≥1, t 0 is the seismic moment of the microseismic source, t ti (T i , S) is the calculated travel time corresponding to the ith described sensor, T i is the sensor parameter of the ith described sensor, and S is the The source parameters of the source.
根据本申请公开的一种具体实施方式,所述煤矿开采监测装置还包括:According to a specific embodiment disclosed in the present application, the coal mining monitoring device further includes:
形变累计模块,用于通过第二监测区域对应的合成孔径雷达图像对,得到第二监测区域对应的累计形变量图像,其中,所述累计形变量图像包括多个形变区域;a deformation accumulation module, configured to obtain an accumulated deformation quantity image corresponding to the second monitoring area through the synthetic aperture radar image pair corresponding to the second monitoring area, wherein the accumulated deformation quantity image includes a plurality of deformation areas;
叠加分析模块,用于将所述第二监测区域对应的矿权图与所述累计形变量图像进行叠加分析,其中,所述矿权图包括多个授权区域;an overlay analysis module, configured to perform overlay analysis on the mining right map corresponding to the second monitoring area and the cumulative deformation variable image, wherein the mining right map includes a plurality of authorized areas;
第二输出模块,用于若任一所述形变区域未完全处于所述授权区域内,将对应的所述形变区域确定为第一目标区域,并输出煤矿开采超界的第二提示信息,其中,所述第二提示信息包括所述第一目标区域的位置信息。The second output module is configured to determine the corresponding deformation area as the first target area if any of the deformation areas is not completely within the authorized area, and output the second prompt information that the coal mining is out of bounds, wherein , the second prompt information includes location information of the first target area.
相对于现有技术而言,本申请具有以下有益效果:Compared with the prior art, the present application has the following beneficial effects:
本申请提供一种煤矿开采监测方法、装置及计算机设备。该方法包括:监听对应第一监测区域的微震信号,其中,微震信号包括第一监测区域内各微震源的发震时刻,以及各微震源对应的微震波传播到第一监测区域中各传感器的观测到时和计算到时;基于各微震源对应的微震波传播到第一监测区域中各传感器的观测到时和计算到时,确定最小的时间残差值对应的微震源为目标点;采集目标点的微震频率和位置信息;若目标点的微震频率大于预设阈值,输出煤矿开采超层的第一提示信息。目标点是指第一监测区域中震动频率较大的点,表明当前煤矿开采的工作可能超过原本的煤层,对第一监测区域对应的煤层产生影响。本申请通过微震技术判断目标点的微震频率,若所述目标点的微震频率大于预设阈值,输出煤矿开采超层的第一提示信息,通过传感器对微震波的相关数据的采集和计算,可以避免煤矿开采受煤层地址条件的限,能实现对煤矿开采的实时准确监测的效果。The present application provides a coal mining monitoring method, device and computer equipment. The method includes: monitoring a microseismic signal corresponding to a first monitoring area, wherein the microseismic signal includes the seismic moment of each microseismic source in the first monitoring area, and the microseismic wave corresponding to each microseismic source propagated to each sensor in the first monitoring area. The observed time and the calculated time; based on the observed time and calculated time of the microseismic waves corresponding to each microseismic source propagating to each sensor in the first monitoring area, determine the microseismic source corresponding to the smallest time residual value as the target point; The microseismic frequency and position information of the target point; if the microseismic frequency of the target point is greater than the preset threshold, output the first prompt information of the coal mining superlayer. The target point refers to a point with a high vibration frequency in the first monitoring area, indicating that the current coal mining work may exceed the original coal seam and affect the coal seam corresponding to the first monitoring area. In the present application, the microseismic frequency of the target point is judged by the microseismic technology. If the microseismic frequency of the target point is greater than the preset threshold, the first prompt information of the coal mining superlayer is output. It avoids coal mining being limited by coal seam address conditions, and can achieve the effect of real-time and accurate monitoring of coal mining.
附图说明Description of drawings
为了更清楚地说明本发明的技术方案,下面将对实施例中所需要使用的附图作简单地介绍,应当理解,以下附图仅示出了本发明的某些实施例,因此不应被看作是对本发明保护范围的限定。在各个附图中,类似的构成部分采用类似的编号。In order to illustrate the technical solutions of the present invention more clearly, the accompanying drawings required in the embodiments will be briefly introduced below. It should be understood that the following drawings only show some embodiments of the present invention, and therefore should not be It is regarded as the limitation of the protection scope of the present invention. In the various figures, similar components are numbered similarly.
图1为本申请实施例提供的一种煤矿开采监测方法的流程示意图;Fig. 1 is the schematic flow chart of a kind of coal mine mining monitoring method provided by the embodiment of the application;
图2为本申请实施例提供的一种煤矿开采监测方法方法涉及的传感器布设示意图;2 is a schematic diagram of the arrangement of sensors involved in a method for monitoring coal mining provided by an embodiment of the present application;
图3为本申请实施例提供的一种煤矿开采监测方法涉及的微震波的传播速度计算示意图;3 is a schematic diagram of calculating the propagation velocity of microseismic waves involved in a coal mining monitoring method provided by an embodiment of the present application;
图4为本申请实施例提供的一种煤矿开采监测方法涉及的矿权图与累计形变量图像进行叠加分析的示意图;FIG. 4 is a schematic diagram of superimposing and analyzing the mining rights map and the cumulative deformation variable image involved in a coal mine mining monitoring method provided by an embodiment of the present application;
图5为本申请实施例提供的一种煤矿开采监测方法装置的模块框图之一;FIG. 5 is one of the block diagrams of a coal mine mining monitoring method and apparatus provided by an embodiment of the present application;
图6为本申请实施例提供的一种煤矿开采监测方法装置的模块框图之二。FIG. 6 is the second block diagram of a module of a coal mine mining monitoring method and apparatus provided by an embodiment of the present application.
具体实施方式Detailed ways
下面将结合本发明实施例中附图,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。The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only a part of the embodiments of the present invention, but not all of the embodiments.
通常在此处附图中描述和示出的本发明实施例的组件可以以各种不同的配置来布置和设计。因此,以下对在附图中提供的本发明的实施例的详细描述并非旨在限制要求保护的本发明的范围,而是仅仅表示本发明的选定实施例。基于本发明的实施例,本领域技术人员在没有做出创造性劳动的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 components of the embodiments of the invention generally described and illustrated in the drawings herein may be arranged and designed in a variety of different configurations. Thus, the following detailed description of the embodiments of the invention provided in the accompanying drawings is not intended to limit the scope of the invention as claimed, but is merely representative of selected embodiments of the invention. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative work fall within the protection scope of the present invention.
在下文中,可在本发明的各种实施例中使用的术语“包括”、“具有”及其同源词仅意在表示特定特征、数字、步骤、操作、元件、组件或前述项的组合,并且不应被理解为首先排除一个或更多个其它特征、数字、步骤、操作、元件、组件或前述项的组合的存在或增加一个或更多个特征、数字、步骤、操作、元件、组件或前述项的组合的可能性。Hereinafter, the terms "comprising", "having" and their cognates, which may be used in various embodiments of the present invention, are only intended to denote particular features, numbers, steps, operations, elements, components, or combinations of the foregoing, and should not be construed as first excluding the presence of or adding one or more other features, numbers, steps, operations, elements, components or combinations of the foregoing or the possibility of a combination of the foregoing.
此外,术语“第一”、“第二”、“第三”等仅用于区分描述,而不能理解为指示或暗示相对重要性。Furthermore, the terms "first", "second", "third", etc. are only used to differentiate the description and should not be construed as indicating or implying relative importance.
除非另有限定,否则在这里使用的所有术语(包括技术术语和科学术语)具有与本发明的各种实施例所属领域普通技术人员通常理解的含义相同的含义。所述术语(诸如在一般使用的词典中限定的术语)将被解释为具有与在相关技术领域中的语境含义相同的含义并且将不被解释为具有理想化的含义或过于正式的含义,除非在本发明的各种实施例中被清楚地限定。Unless otherwise defined, all terms (including technical and scientific terms) used herein have the same meaning as commonly understood by one of ordinary skill in the art to which various embodiments of this invention belong. The terms (such as those defined in commonly used dictionaries) will be interpreted as having the same meaning as the contextual meaning in the relevant technical field and will not be interpreted as having an idealized or overly formal meaning, unless explicitly defined in the various embodiments of the present invention.
下面结合附图,对本申请的一些实施方式作详细说明。在不冲突的情况下,下述的实施例及实施例中的特征可以相互结合。Some embodiments of the present application will be described in detail below with reference to the accompanying drawings. The following embodiments and features of the embodiments may be combined with each other without conflict.
参见图1,图1为本申请实施例提供的一种煤矿开采监测方法的流程示意图。如图1所示,所述煤矿开采监测方法主要包括:Referring to FIG. 1 , FIG. 1 is a schematic flowchart of a coal mine mining monitoring method provided by an embodiment of the present application. As shown in Figure 1, the coal mining monitoring method mainly includes:
步骤S101,监听对应第一监测区域的微震信号,其中,所述微震信号包括所述第一监测区域内各微震源的发震时刻,以及各微震源对应的微震波传播到所述第一监测区域中各传感器的观测到时和计算到时。Step S101, monitor the microseismic signal corresponding to the first monitoring area, wherein the microseismic signal includes the seismic moment of each microseismic source in the first monitoring area, and the microseismic wave corresponding to each microseismic source propagates to the first monitoring area. Observed and calculated times for each sensor in the area.
第一监测区域可以是煤矿开采过程中需要进行监测的任一区域,例如在煤矿开采的过程中,开采工作面会覆盖不同的煤层。若某一开采工作面覆盖了三个煤层,分别为4号煤层、5号煤层和6号煤层。其中,4号煤层至5号煤层之间的间距为18m,5号煤层至6号煤层之间的间距为8m。当前计划开采的煤层为6号煤层,此时,6号煤层之外的其他区域均可设定为第一监测区域,如5号煤层。可以通过在5号煤层上安装传感器,例如微震仪,对煤矿开采的工作进行实时监测,若监测出地层断裂和破碎即证明发生煤矿开采超层的行为。The first monitoring area may be any area that needs to be monitored in the process of coal mining, for example, in the process of coal mining, the mining face will cover different coal seams. If a mining face covers three coal seams, namely No. 4 coal seam, No. 5 coal seam and No. 6 coal seam. Among them, the distance between the No. 4 coal seam and the No. 5 coal seam is 18m, and the distance between the No. 5 coal seam and the No. 6 coal seam is 8m. The coal seam currently planned to be mined is the No. 6 coal seam. At this time, other areas other than the No. 6 coal seam can be set as the first monitoring area, such as the No. 5 coal seam. By installing sensors, such as microseismographs, on the No. 5 coal seam, real-time monitoring of coal mining work can be carried out.
参见图2,图2为本申请实施例提供的一种煤矿开采监测方法方法涉及的传感器布设示意图。对应上述示例,可以将微震仪布设在5号煤层的计划开采工作面中,沿着开采工作面的两个长边从一头开始每隔预设距离安装一个传感器,通过数据传输设备将该煤层监测到的微震信号传输回地面监测设备。具体实施时,所述预设距离可以100米。计算一个震源位置一般至少需要四个微震仪,为了能有多余观测即观测裕度,以达到检验的目的,可以至少布设5个微震仪。Referring to FIG. 2 , FIG. 2 is a schematic diagram of the arrangement of sensors involved in a method for monitoring coal mine mining provided by an embodiment of the present application. Corresponding to the above example, the microseismometer can be arranged in the planned mining face of the No. 5 coal seam, and a sensor can be installed at preset distances from one end along the two long sides of the mining face, and the coal seam can be monitored through data transmission equipment. The received microseismic signal is transmitted back to the ground monitoring equipment. In specific implementation, the preset distance may be 100 meters. Generally, at least four microseismometers are needed to calculate the location of a hypocenter. In order to have redundant observations, that is, observation margins, for the purpose of inspection, at least five microseismometers can be arranged.
观测到时是指某一传感器记录的微震波到达传感器的时间。计算到时是指微震源的发震时刻加上微震波从微震源传播到传感器的时间。而计算走时是指微震波从微震源传播到传感器的时间。The time of observation refers to the time when the microseismic wave recorded by a certain sensor reaches the sensor. The calculation time refers to the time of the microseismic source and the time when the microseismic wave propagates from the microseismic source to the sensor. The calculated travel time refers to the time that the microseismic wave travels from the microseismic source to the sensor.
所述计算到时的确定的步骤,包括:The step of determining when the time is calculated includes:
获取微震波从微震源传播至各所述传感器的计算走时;Obtain the calculated travel time of the microseismic wave propagating from the microseismic source to each of the sensors;
通过公式tci=t0+tti(Ti,S)计算各传感器对应的所述计算到时,其中,tci为第i个所述传感器对应的所述计算到时,i≥1,t0为微震源的发震时刻,tti(Ti,S)为第i个所述传感器对应的所述计算走时,Ti为第i个所述传感器的传感器参数,S为所述微震源的震源参数。The calculated time corresponding to each sensor is calculated by the formula t ci =t 0 +t ti (T i ,S), where t ci is the calculated time corresponding to the ith sensor, i≥1, t 0 is the seismic moment of the microseismic source, t ti (T i , S) is the calculated travel time corresponding to the ith described sensor, T i is the sensor parameter of the ith described sensor, and S is the The source parameters of the source.
为了后续计算微震源的位置,可以先获取微震波在煤层中的传播速度。参见图3,图3为本申请实施例提供的一种煤矿开采监测方法涉及的微震波的传播速度计算示意图。S(x0,y0,z0,t0)和Ti(xi,yi,zi,ti)分别表示微震源和第i个传感器,其中,x0,y0,z0和xi,yi,zi分别表示微震源和传感器的空间坐标,t0和ti分别表示微震源发震时刻和第i个传感器的波形初至观测到时。S(x0,y0,z0,t0)是人为提前制造的一个微震源,并在这个微震源的周围布设i个传感器。因此,这个人为制造的微震源的空间位置和周围的传感器的空间位置是已知的,通过记录认为制造的微震源的发震时刻和到达各个传感器的观测到时,可以求解微震波在该煤层的传播速度,用于确定后续因为煤矿开采导致的煤层产生微震的微震源的空间位置。In order to subsequently calculate the position of the microseismic source, the propagation velocity of the microseismic wave in the coal seam can be obtained first. Referring to FIG. 3 , FIG. 3 is a schematic diagram of calculating the propagation velocity of microseismic waves involved in a coal mine mining monitoring method provided by an embodiment of the present application. S(x 0 , y 0 , z 0 , t 0 ) and T i (x i , y i , z i , t i ) represent the microseismic source and the ith sensor, respectively, where x 0 , y 0 , z 0 and x i , y i , and zi represent the spatial coordinates of the microseismic source and sensor, respectively, and t 0 and t i represent the moment of the microseismic source and the time when the waveform of the ith sensor is first observed. S(x 0 , y 0 , z 0 , t 0 ) is a microseismic source manufactured in advance, and i sensors are arranged around the microseismic source. Therefore, the spatial position of the artificially manufactured microseismic source and the spatial position of the surrounding sensors are known. By recording the seismic moment of the manufactured microseismic source and the observed time of reaching each sensor, the microseismic wave in the coal seam can be solved. The propagation velocity is used to determine the spatial location of the microseismic source of the subsequent coal seam caused by coal mining.
设第i个传感器的计算到时为tci,则tci可用下式描述:tci=t0+tti(Ti,S)该式中,S为震源参数,记S=(x0,y0,z0,t0)T;Ti为第i个传感器参数,记Ti=(xi,yi,zi,ti)T,i=1,2,…n;tti(Ti,S)为第i个传感器的计算走时。Assuming that the calculation time of the i-th sensor is t ci , then t ci can be described by the following formula: t ci =t 0 +t ti (T i , S) In this formula, S is the source parameter, denoted S = (x 0 , y 0 , z 0 , t 0 )T; T i is the ith sensor parameter, denoted as T i =(x i , y i , z i , t i )T, i=1, 2,...n; t ti (T i , S) is the calculated travel time of the ith sensor.
步骤S102,基于各微震源对应的微震波传播到所述第一监测区域中各传感器的所述观测到时和所述计算到时,确定最小的时间残差值对应的所述微震源为目标点。Step S102, determining the microseismic source corresponding to the smallest time residual value as the target based on the observed time and the calculated time when the microseismic wave corresponding to each microseismic source propagates to each sensor in the first monitoring area point.
所述时间残差值的确定步骤,包括:The steps of determining the time residual value include:
将各所述传感器对应的所述观测到时与各所述传感器对应的所述计算到时相减,得到时间残差值。The observed time corresponding to each sensor is subtracted from the calculated time corresponding to each sensor to obtain a time residual value.
具体实施时,可以将传感器记录的观测到时和计算到时之间的差值记台站残差或时间残差γi,当然也可以称为台站残差γi,可以通过下面的公式进行表示:γi=ti-tci=ti-(t0+tti(Ti,S))。参与定位的传感器的观测到时和计算到时之间的不吻合程度可以用时间残差表示,微震源定位的实质就是将第一监测区域中最小的时间残差值对应的微震源为目标点。可以先计算各传感器对应的时间残差值,再从该第一监测区域的全部传感器对应的全部时间残差值中选择最小值作为最小时间残差值。时间残差值越小,表明观测到时和计算到时之间的吻合程度越高,可以将最小的时间残差值对应的微震点确定为第一监测区域中受震动影响较大或者具有代表性的一个点。During the specific implementation, the difference between the observed time recorded by the sensor and the calculated time can be recorded as the station residual or time residual γ i , which of course can also be called the station residual γ i , which can be calculated by the following formula Express: γ i =t i -t ci =t i -(t 0 +t ti (T i ,S)). The degree of inconsistency between the observed time and the calculated time of the sensors involved in the localization can be expressed by the time residual. The essence of microseismic location is to take the microseismic source corresponding to the smallest time residual value in the first monitoring area as the target point. . The time residual value corresponding to each sensor may be calculated first, and then a minimum value is selected as the minimum time residual value from all the time residual values corresponding to all sensors in the first monitoring area. The smaller the time residual value is, the higher the degree of agreement between the observed time and the calculated time is. The microseismic point corresponding to the smallest time residual value can be determined as the first monitoring area that is greatly affected by vibration or has a representative a point of sex.
步骤S103,采集所述目标点的微震频率和位置信息。Step S103, collecting the microseismic frequency and position information of the target point.
对应步骤S101中示例,目标点是指对6号煤层进行煤矿开采时,在5号煤层的范围内出现的符合条件的微震源。此时,目标点仅能说明此时的煤矿开采工作对其他的煤层造成了影响。但具体实施时,若目标点的震动频率比较小,可以忽略目标点对5号煤层的影响。因此,此时可以采集目标点的微震频率和位置信息,基于目标点的微震频率做进一步的判断。Corresponding to the example in step S101, the target point refers to a qualified microseismic source that appears within the range of the No. 5 coal seam when the No. 6 coal seam is mined. At this time, the target point can only indicate that the coal mining work at this time has an impact on other coal seams. However, in the specific implementation, if the vibration frequency of the target point is relatively small, the influence of the target point on the No. 5 coal seam can be ignored. Therefore, at this time, the microseismic frequency and position information of the target point can be collected, and further judgment can be made based on the microseismic frequency of the target point.
步骤S104,若所述目标点的微震频率大于预设阈值,输出煤矿开采超层的第一提示信息,其中,所述第一提示信息包括所述目标点的所述位置信息。Step S104, if the microseismic frequency of the target point is greater than a preset threshold, output first prompt information for mining superlayers in a coal mine, where the first prompt information includes the location information of the target point.
具体实施时,可以在煤矿还未开采时,记录5号煤层的微震频率。在6号煤层开采后,继续记录5号煤层的微震频率,如果6号煤层开采后,监测到5号煤层的微震频率超过预设阈值,则认为在6号煤层开采过程中发生了超层开采行为,使得5号煤层的微震事件频发,煤层断裂。具体实施时,预设阈值可以是6号煤层未开采时,5号煤层对应的微震频率的130%,具体数值可以根据用户的实际使用需求和应用场景自定义,这里不做具体限定。In specific implementation, the microseismic frequency of the No. 5 coal seam can be recorded before the coal mine is mined. After the No. 6 coal seam is mined, continue to record the microseismic frequency of the No. 5 coal seam. If the monitored microseismic frequency of the No. 5 coal seam exceeds the preset threshold after the No. 6 coal seam is mined, it is considered that super seam mining occurred during the mining of the No. 6 coal seam. The behavior caused frequent occurrence of microseismic events in the No. 5 coal seam, and the coal seam fractured. In specific implementation, the preset threshold may be 130% of the microseismic frequency corresponding to the No. 5 coal seam when the No. 6 coal seam is not mined.
若目标点的微震频率大于预设阈值,输出煤矿开采超层的第一提示信息。第一提示信息可以以短息、广播或者多种数据的组合形式发送至上位机或者用户所属的终端设备,用于提示当前煤矿开采工作发生超层的违规行为。其中,第一提示信息包括目标点的位置信息。具体实施时,位置信息的采集可以在煤矿开采前,也可以在目标点确定之后,还可以在“目标点的微震频率大于预设阈值”的判断步骤之后,这里不做进一步限定。If the microseismic frequency of the target point is greater than the preset threshold, output the first prompt information of the coal mining superlayer. The first prompt information may be sent to the host computer or the terminal device to which the user belongs in the form of a short message, broadcast, or a combination of various data, for prompting the current coal mining work to have super-layer violations. The first prompt information includes location information of the target point. In specific implementation, the location information can be collected before coal mining, after the target point is determined, or after the judgment step of "the microseismic frequency of the target point is greater than the preset threshold", which is not further limited here.
在上述实施例的基础上,根据本申请的一种具体实施方式,还提供了一种改进性方案,相对于上述实施方式增设了针对煤矿开采过程中越界情况的监测。具体的,所述煤矿开采监测方法还可以包括:On the basis of the above-mentioned embodiment, according to a specific implementation manner of the present application, an improved solution is also provided, in which, compared with the above-mentioned implementation manner, monitoring for the cross-border situation in the process of coal mining is added. Specifically, the coal mining monitoring method may further include:
通过第二监测区域对应的合成孔径雷达图像对,得到第二监测区域对应的累计形变量图像,其中,所述累计形变量图像包括多个形变区域;Obtaining a cumulative deformation amount image corresponding to the second monitoring region by using the synthetic aperture radar image pair corresponding to the second monitoring region, wherein the cumulative deformation amount image includes a plurality of deformation regions;
将所述第二监测区域对应的矿权图与所述累计形变量图像进行叠加分析,其中,所述矿权图包括多个授权区域;superimposing and analyzing the mining right map corresponding to the second monitoring area and the cumulative deformation variable image, wherein the mining right map includes a plurality of authorized areas;
若任一所述形变区域未完全处于所述授权区域内,将对应的所述形变区域确定为第一目标区域,并输出煤矿开采超界的第二提示信息。If any of the deformation areas is not completely within the authorized area, the corresponding deformation area is determined as the first target area, and the second prompt message that the coal mining is out of bounds is output.
具体实施时,煤矿开采的过程中,除了可能会超层开采之外,也可能出现超界开采的情况。超界开采会引起的煤层地层扰动,破坏原本稳定的应力结构造成地层的弯曲、沉降。可以采用合成孔径雷达干涉(I nterferometr i c synthet i c aperture radar,简称I nSAR)技术获取各第二监测区域的累计形变量。通过累计形变量套合第二监测区域对应的煤矿开采工作面,分析是否发生越界开采行为。I nSAR技术具有全天候,高分辨率、高精度、成本低廉和数据间隔适中的优点。During the specific implementation, in the process of coal mining, in addition to the possibility of super-layer mining, the situation of super-boundary mining may also occur. The coal seam stratum disturbance caused by over-boundary mining will destroy the original stable stress structure and cause the stratum to bend and subside. The cumulative deformation of each second monitoring area may be acquired by using the Interferometric Aperture Radar (Interferometri c synthet ic aperture radar, InSAR for short) technology. By accumulating the deformation variables to fit the coal mining face corresponding to the second monitoring area, it is analyzed whether out-of-bounds mining behavior occurs. InSAR technology has the advantages of all-weather, high resolution, high precision, low cost and moderate data interval.
优选地,由于煤矿大多位于野外,没有大量均匀分布的高相干点,可以采取更加适合野外高相干点分布少的SBAS-I nSAR技术。具体实施时,可以下载免费的Sent i ne l数据,以及所需要的外部DEM30米分辨率数据,通过SBAS-I nSAR技术得到第二监测区域的累计形变量。Preferably, since most of the coal mines are located in the field and there are not a large number of uniformly distributed high coherence points, the SBAS-I nSAR technology that is more suitable for the field with less distribution of high coherence points can be adopted. During specific implementation, the free Sentine 1 data and the required external DEM 30-meter resolution data can be downloaded, and the cumulative deformation of the second monitoring area can be obtained through the SBAS-I nSAR technology.
参见图4,图4为本申请实施例提供的一种煤矿开采监测方法涉及的矿权图与累计形变量图像进行叠加分析的示意图。确定第二监测区域的累计形变量之后,可以将第二监测区域对应的矿权图与累计形变量图像进行叠加分析。图4中,黑粗线部分对应的区域为第二监测区域对应的矿权图中的授权区域,如图4中A1所示;阴影部分为第二监测区域对应的累计形变量图像中的形变区域,如图4中B1所示。若第二监测区域对应的累计形变量图像完全位于矿权图中,判定煤矿开采工作没有出现超界开采的不合规行为;任一形变区域未完全处于对应的授权区域内,将对应的形变区域确定为第一目标区域,并输出煤矿开采超界的第二提示信息。Referring to FIG. 4 , FIG. 4 is a schematic diagram of superimposing and analyzing a mining right map and an accumulated deformation variable image involved in a coal mine mining monitoring method provided by an embodiment of the present application. After the accumulated deformation amount of the second monitoring area is determined, the mining right map corresponding to the second monitoring area and the accumulated deformation amount image can be superimposed and analyzed. In Fig. 4, the area corresponding to the thick black line is the authorized area in the mineral rights map corresponding to the second monitoring area, as shown in A1 in Fig. 4; the shaded area is the deformation in the accumulated deformation image corresponding to the second monitoring area area, as shown in B1 in Figure 4. If the cumulative deformation image corresponding to the second monitoring area is completely located in the mining rights map, it is determined that there is no illegal behavior of out-of-bounds mining in the coal mining work; if any deformation area is not completely within the corresponding authorized area, the corresponding deformation The area is determined as the first target area, and the second prompt information of coal mining out of bounds is output.
上述通过将第二监测区域对应的矿权图与累计形变量图像进行叠加分析的方法,确定的指示煤矿开采是否存在大范围越界情况。对于小范围内的越界情况可能不会准确的显示。因此,将对应的所述形变区域确定为第一目标区域的步骤之后,所述煤矿开采监测方法还包括:The above-mentioned method of superimposing and analyzing the mining right map corresponding to the second monitoring area and the cumulative deformation variable image determines whether there is a large-scale out-of-bounds situation in coal mining. Out-of-bounds conditions in a small range may not be displayed accurately. Therefore, after the step of determining the corresponding deformation area as the first target area, the coal mining monitoring method further includes:
将所述累计形变量图像中除所述第一目标区域之外的各形变区域确定为第二目标区域;Determining each deformation area other than the first target area in the accumulated deformation amount image as a second target area;
将所述第二监测区域对应的开采工作面与全部所述第二目标区域叠加分析;superimposing and analyzing the mining face corresponding to the second monitoring area and all the second target areas;
若任一所述第二目标区域未完全处于所述开采工作面内,输出煤矿开采超界的第三提示信息。If any of the second target areas is not completely within the mining working face, output the third prompt message that the coal mining is out of bounds.
具体实施时,若煤矿开采引起的采煤沉陷区基本都在矿权范围内,并没有发生沉陷区出现在矿权范围以外的情况。为了确定开采工作面与煤矿开采沉降情况,可以进一步分析在每个实施阶段是否发生超出开采工作面的采煤情况。将累计形变量图像中除第一目标区域之外的各形变区域确定为第二目标区域,若任一第二目标区域未完全处于开采工作面内,输出煤矿开采超界的第三提示信息。During the specific implementation, if the coal mining subsidence areas caused by coal mining are basically within the scope of the mining rights, there is no situation where the subsidence areas appear outside the scope of the mining rights. In order to determine the mining face and coal mining subsidence, it is possible to further analyze whether coal mining beyond the mining face occurs in each implementation stage. Determining each deformation area except the first target area in the cumulative deformation amount image as the second target area, if any second target area is not completely within the mining face, output the third prompt message that the coal mining is out of bounds.
本申请提供的煤矿开采监测方法,能够监测到地层微小的开裂、断裂等事件的频率和微震源的位置。对比没有开采时,不在开采计划的煤层的微震频率,若开采后的微震频率大于预设阈值,即可确定当前煤层发生超层开采行为并定位其震源位置。通过I nSAR时序观测方法,能大范围的长期观测待监测区域的地表沉降情况,获取该区域的地表形变速率、累计形变量。结合对应的煤矿矿权图和开采工作面,可以由大范围到精细化地鉴定煤矿开采引起的地表沉降是否符合计划开采进程和范围。本申请不受煤层地质条件的限制,能实现对煤矿开采的实时准确地监测。The coal mining monitoring method provided by the present application can monitor the frequency of events such as tiny cracks and fractures in the stratum and the location of the microseismic source. Compared with the microseismic frequency of the coal seam that is not in the mining plan when it is not mined, if the microseismic frequency after mining is greater than the preset threshold, it can be determined that the current coal seam has super-bed mining behavior and its epicenter position can be located. Through the I nSAR time series observation method, the surface subsidence of the area to be monitored can be observed in a large range for a long time, and the surface deformation rate and cumulative deformation amount of the area can be obtained. Combined with the corresponding coal mine tenure map and mining face, it can be identified from a large scale to a fine-grained whether the surface subsidence caused by coal mining conforms to the planned mining process and scope. The application is not limited by the geological conditions of coal seams, and can realize real-time and accurate monitoring of coal mining.
与上述方法实施例相对应,参见图5,本发明还提供一种煤矿开采监测装置500,所述煤矿开采监测装置500包括:Corresponding to the above method embodiment, referring to FIG. 5 , the present invention further provides a coal
信号监听模块501,用于监听对应第一监测区域的微震信号,其中,所述微震信号包括所述监测区域内各微震源的发震时刻,以及各微震源对应的微震波传播到所述监测区域中各传感器的观测到时和计算到时;The
时间残差模块502,用于基于各微震源对应的微震波传播到所述监测区域中各传感器的所述观测到时和所述计算到时,确定最小的时间残差值对应的所述微震源为目标点;The time
频率采集模块503,用于采集所述目标点的微震频率和位置信息;A
第一输出模块504,用于若所述目标点的微震频率大于预设阈值,输出煤矿开采超层的第一提示信息,其中,所述第一提示信息包括所述目标点的所述位置信息。The
具体实施时,所述时间残差模块具体应用于:During specific implementation, the time residual module is specifically applied to:
获取微震波从微震源传播至各所述传感器的计算走时;Obtain the calculated travel time of the microseismic wave propagating from the microseismic source to each of the sensors;
通过公式tci=t0+tti(Ti,S)计算各传感器对应的所述计算到时,其中,tci为第i个所述传感器对应的所述计算到时,i≥1,t0为微震源的发震时刻,tti(Ti,S)为第i个所述传感器对应的所述计算走时,Ti为第i个所述传感器的传感器参数,S为所述微震源的震源参数。The calculated time corresponding to each sensor is calculated by the formula t ci =t 0 +t ti (T i ,S), where t ci is the calculated time corresponding to the ith sensor, i≥1, t 0 is the seismic moment of the microseismic source, t ti (T i , S) is the calculated travel time corresponding to the ith described sensor, T i is the sensor parameter of the ith described sensor, and S is the The source parameters of the source.
参见图6,图6为本申请实施例提供的一种煤矿开采监测方法装置的模块框图之二。具体实施时,所述煤矿开采监测装置500还包括:Referring to FIG. 6 , FIG. 6 is the second block diagram of a coal mine mining monitoring method and apparatus provided by an embodiment of the present application. When specifically implemented, the coal
形变累计模块505,用于通过第二监测区域对应的合成孔径雷达图像对,得到第二监测区域对应的累计形变量图像,其中,所述累计形变量图像包括多个形变区域;A
叠加分析模块506,用于将所述第二监测区域对应的矿权图与所述累计形变量图像进行叠加分析,其中,所述矿权图包括多个授权区域;an
第二输出模块507,用于若任一所述形变区域未完全处于所述授权区域内,将对应的所述形变区域确定为第一目标区域,并输出煤矿开采超界的第二提示信息。The
本申请提供的煤矿开采监测装置、计算机设备和计算机可读存储介质,能够监测到地层微小的开裂、断裂等事件的频率和微震源的位置。对比没有开采时,不在开采计划的煤层的微震频率,若开采后的微震频率大于预设阈值,即可确定当前煤层发生超层开采行为并定位其震源位置。通过I nSAR技术,能大范围的长期观测待监测区域的地表沉降情况,获取该区域的地表形变速率、累计形变量。结合对应的煤矿矿权图和开采工作面,可以由大范围到精细化地鉴定煤矿开采引起的地表沉降是否符合计划开采进程和范围。本申请不受煤层地质条件的限制,能实现对煤矿开采的实时准确地监测。The coal mining monitoring device, computer equipment and computer-readable storage medium provided by the present application can monitor the frequency of events such as tiny cracks and fractures in the formation and the location of the microseismic source. Compared with the microseismic frequency of the coal seam that is not in the mining plan when it is not mined, if the microseismic frequency after mining is greater than the preset threshold, it can be determined that the current coal seam has super-bed mining behavior and its epicenter position can be located. Through the InSAR technology, the surface subsidence of the area to be monitored can be observed in a large range for a long time, and the surface deformation rate and cumulative deformation amount of the area can be obtained. Combined with the corresponding coal mine tenure map and mining face, it can be identified from a large scale to a fine-grained whether the surface subsidence caused by coal mining conforms to the planned mining process and scope. The application is not limited by the geological conditions of coal seams, and can realize real-time and accurate monitoring of coal mining.
本申请所提供的煤矿开采监测装置、计算机设备和计算机可读存储介质的具体实施过程,可以参见上述实施例提供的煤矿开采监测方法的具体实施过程,在此不再一一赘述。For the specific implementation process of the coal mining monitoring device, computer equipment, and computer-readable storage medium provided by the present application, reference may be made to the specific implementation process of the coal mining monitoring method provided by the foregoing embodiments, which will not be repeated here.
在本申请所提供的几个实施例中,应该理解到,所揭露的装置和方法,也可以通过其它的方式实现。以上所描述的装置实施例仅仅是示意性的,例如,附图中的流程图和结构图显示了根据本发明的多个实施例的装置、方法和计算机程序产品的可能实现的体系架构、功能和操作。在这点上,流程图或框图中的每个方框可以代表一个模块、程序段或代码的一部分,所述模块、程序段或代码的一部分包含一个或多个用于实现规定的逻辑功能的可执行指令。也应当注意,在作为替换的实现方式中,方框中所标注的功能也可以以不同于附图中所标注的顺序发生。例如,两个连续的方框实际上可以基本并行地执行,它们有时也可以按相反的顺序执行,这依所涉及的功能而定。也要注意的是,结构图和/或流程图中的每个方框、以及结构图和/或流程图中的方框的组合,可以用执行规定的功能或动作的专用的基于硬件的系统来实现,或者可以用专用硬件与计算机指令的组合来实现。In the several embodiments provided in this application, it should be understood that the disclosed apparatus and method may also be implemented in other manners. The apparatus embodiments described above are only schematic, for example, the flowcharts and structural diagrams in the accompanying drawings show the possible implementation architectures and functions of the apparatuses, methods and computer program products according to various embodiments of the present invention and operation. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code that contains one or more functions for implementing the specified logical function(s) executable instructions. It should also be noted that, in alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It is also noted that each block of the block diagrams and/or flowchart illustrations, and combinations of blocks in the block diagrams and/or flowchart diagrams, can be implemented using dedicated hardware-based systems that perform the specified functions or actions. be implemented, or may be implemented in a combination of special purpose hardware and computer instructions.
另外,在本发明各个实施例中的各功能模块或单元可以集成在一起形成一个独立的部分,也可以是各个模块单独存在,也可以两个或更多个模块集成形成一个独立的部分。In addition, each functional module or unit in each embodiment of the present invention may be integrated to form an independent part, or each module may exist alone, or two or more modules may be integrated to form an independent part.
所述功能如果以软件功能模块的形式实现并作为独立的产品销售或使用时,可以存储在一个计算机可读取存储介质中。基于这样的理解,本发明的技术方案本质上或者说对现有技术做出贡献的部分或者该技术方案的部分可以以软件产品的形式体现出来,该计算机软件产品存储在一个存储介质中,包括若干指令用以使得一台计算机设备(可以是智能手机、个人计算机、服务器、或者网络设备等)执行本发明各个实施例所述方法的全部或部分步骤。而前述的存储介质包括:U盘、移动硬盘、只读存储器(ROM,Read-On l yMemory)、随机存取存储器(RAM,Random Access Memory)、磁碟或者光盘等各种可以存储程序代码的介质。If the functions are implemented in the form of software function modules and sold or used as independent products, they can be stored in a computer-readable storage medium. Based on such understanding, the technical solution of the present invention can be embodied in the form of a software product in essence, or the part that contributes to the prior art or the part of the technical solution. The computer software product is stored in a storage medium, including Several instructions are used to cause a computer device (which may be a smart phone, a personal computer, a server, or a network device, etc.) to execute all or part of the steps of the methods described in the various embodiments of the present invention. The aforementioned storage medium includes: U disk, removable hard disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic disk or optical disk and other various storage media that can store program codes. medium.
以上所述,仅为本发明的具体实施方式,但本发明的保护范围并不局限于此,任何熟悉本技术领域的技术人员在本发明揭露的技术范围内,可轻易想到变化或替换,都应涵盖在本发明的保护范围之内。The above are only specific embodiments of the present invention, but the protection scope of the present invention is not limited thereto. Any person skilled in the art can easily think of changes or substitutions within the technical scope disclosed by the present invention. should be included within the protection scope of the present invention.
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