CN115326812A - A vehicle wheelset measurement sensor and measurement method - Google Patents
A vehicle wheelset measurement sensor and measurement method Download PDFInfo
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Abstract
Description
技术领域technical field
本发明涉及轨道交通自动化检测领域,具体涉及一种车载轮对测量传感器及测量方法。The invention relates to the field of rail transit automatic detection, in particular to a vehicle-mounted wheel set measurement sensor and a measurement method.
背景技术Background technique
近年来,随着我国铁路的快速发展,铁路线路不断增加,列车速度逐步提升,运载量越来越大,车辆呈爆发式的增长,其中,车轮几何尺寸参数超限以及踏面表面缺陷是铁路车辆使用过程中的重要故障。目前主流检测方式为人工检测或将检测传感器设置在轨道旁边实现自动检测,其中人工检测效率低下,误检率高,工作强度大;轨旁自动检测需要列车专门经过检测传感器才能完成检测,目前的车轮检测方案为:在列车停车场附近或者车站附近设置检测棚、将检测传感器安装在轨道一侧,这种检测方式具有以下问题:In recent years, with the rapid development of my country's railways, the number of railway lines has continued to increase, the speed of trains has gradually increased, the carrying capacity has become larger and larger, and vehicles have grown explosively. Important failures during use. At present, the mainstream detection method is manual detection or setting the detection sensor next to the track to realize automatic detection. Among them, the efficiency of manual detection is low, the false detection rate is high, and the work intensity is high; the automatic detection of the trackside requires the train to pass through the detection sensor to complete the detection. The wheel detection scheme is: set up a detection shed near the train parking lot or near the station, and install the detection sensor on the side of the track. This detection method has the following problems:
一、列车在运行过程中仅检测一两次,检测实时性差,不能够第一时间发现问题,存在安全隐患;1. The train is only tested once or twice during operation, and the real-time performance of the detection is poor, so it is impossible to find the problem at the first time, and there are potential safety hazards;
二、现有的检测传感器采集轮对表面图像,仅仅依靠二维图像分析缺陷,当踏面上存在污垢等附着物时,此方法也会将其误认为是踏面缺陷,而实际上轨交行业检修规范中,缺陷为超过一定阈值(通常是1cm)的凹坑、划痕等;2. The existing detection sensor collects the surface image of the wheel set, and only relies on the two-dimensional image to analyze the defect. When there are dirt and other attachments on the tread, this method will also mistake it for a tread defect. In the specification, defects are pits, scratches, etc. that exceed a certain threshold (usually 1cm);
三、为了拍摄整个车轮圆周,需要设置多个检测传感器,每个传感器仅采集车轮的局部区域,多个检测传感器再将检测区域作拼接处理,才能获得整个圆周状况;拼接过程无可避免会产生精度损失。3. In order to take pictures of the entire wheel circumference, multiple detection sensors need to be set up. Each sensor only collects a local area of the wheel, and multiple detection sensors can splicing the detection areas to obtain the entire circumference; the splicing process will inevitably produce loss of precision.
发明内容Contents of the invention
传统的轨道交通检测已经不能满足列车安全运营的需要,为了解决上述技术问题,本文提出了一种车载列车轮对测量传感器,将传感器安装在转向架、车轮斜上方,采用车载的方式可动态实时监控轮对表面情况,及时发现轮对异常,安全性高。Traditional rail traffic detection can no longer meet the needs of safe train operation. In order to solve the above technical problems, this paper proposes a vehicle-mounted train wheel set measurement sensor. Monitor the surface condition of the wheel set, find the abnormality of the wheel set in time, and ensure high safety.
技术方案如下:The technical solution is as follows:
一种车载轮对测量传感器,所述传感器安装在车轮内侧的转向架上,其包括相机、激光器和控制器;相机和激光器均位于车轮的斜上方,激光器用于向车轮表面投射激光条、相机用于采集激光条图像,二者均受控于控制器;A vehicle-mounted wheel set measurement sensor, the sensor is installed on the bogie inside the wheel, which includes a camera, a laser and a controller; both the camera and the laser are located obliquely above the wheel, and the laser is used to project a laser bar to the wheel surface, the camera Used to capture laser bar images, both of which are controlled by the controller;
所述控制器包括激光器控制模块、采集模块、踏面缺陷检测模块、踏面信息存储模块和通讯模块;The controller includes a laser control module, an acquisition module, a tread defect detection module, a tread information storage module and a communication module;
所述通讯模块分别和采集模块、激光器控制模块、踏面信息存储模块连接,所述踏面缺陷检测模块分别和采集模块、踏面信息存储模块连接;The communication module is respectively connected to the acquisition module, the laser control module, and the tread information storage module, and the tread defect detection module is respectively connected to the acquisition module and the tread information storage module;
所述通讯模块能够与上位机相互通讯,当列车启动时,分别向所述激光器控制模块和采集模块发出启动信号;当列车停止时,分别向所述激光器控制模块和采集模块发出关闭信号;The communication module can communicate with the upper computer. When the train starts, it sends a start signal to the laser control module and the acquisition module respectively; when the train stops, it sends a shutdown signal to the laser control module and the acquisition module respectively;
所述激光器控制模块用于控制激光器向车轮表面持续投射激光条;The laser control module is used to control the laser to continuously project the laser bar to the surface of the wheel;
所述采集模块控制相机按照预设的帧率持续采集激光条图像,并将图像依次传输到踏面缺陷检测模块;The acquisition module controls the camera to continuously acquire laser bar images according to a preset frame rate, and transmits the images to the tread defect detection module in sequence;
所述踏面缺陷检测模块获取每条激光条上的点云信息,在激光条的踏面区域中查找坐标值超出正常坐标区间的点标记为缺陷点,并将缺陷点坐标传输到踏面信息存储模块中保存;The tread defect detection module obtains the point cloud information on each laser bar, searches for points whose coordinate values exceed the normal coordinate range in the tread area of the laser bar, and marks them as defect points, and transmits the coordinates of the defect points to the tread information storage module save;
所述踏面信息存储模块统计坐标连续的缺陷点的数量,当数量超出阈值A时,向通讯模块发出报警信号,所述通讯模块向上位机发送报警信号,提示工作人员车轮踏面存在异常。The tread information storage module counts the number of defect points with continuous coordinates, and when the number exceeds the threshold A, an alarm signal is sent to the communication module, and the communication module sends an alarm signal to the upper computer to prompt the staff that there is an abnormality in the wheel tread.
进一步,所述控制器还包括轮缘尺寸测量模块和轮缘信息存储模块;Further, the controller also includes a rim size measurement module and a rim information storage module;
所述轮缘尺寸测量模块分别和采集模块、轮缘信息存储模块连接;The rim size measuring module is respectively connected with the acquisition module and the rim information storage module;
所述轮缘信息存储模块连接到通讯模块;The rim information storage module is connected to the communication module;
所述采集模块按照预设的时间间隔定时或实时将相机采集到的激光条图像依次传输到轮缘尺寸测量模块;The acquisition module sequentially transmits the laser bar images collected by the camera to the wheel rim size measurement module at regular intervals or in real time;
所述轮缘尺寸测量模块分别获取每条激光条上的点云信息、利用点云信息计算轮缘几何尺寸;所述轮缘几何尺寸包括轮缘高度、轮缘厚度、轮缘垂直磨耗、QR值中的一个或多个;The rim size measurement module obtains the point cloud information on each laser bar respectively, and uses the point cloud information to calculate the geometric size of the rim; the geometric size of the rim includes rim height, rim thickness, rim vertical wear, QR one or more of the values;
将轮缘几何尺寸传输到轮缘信息存储模块中保存,所述轮缘信息存储模块判断轮缘几何尺寸是否均处于各自对应的预设区间,若是,则轮缘正常,若否,则轮缘异常、向通讯模块发出报警信号,所述通讯模块向上位机发送报警信号,提示工作人员车轮轮缘存在异常。The geometric dimensions of the rim are transmitted to the rim information storage module for storage, and the rim information storage module judges whether the geometric dimensions of the rim are in their respective preset intervals, if yes, the rim is normal, if not, the rim Abnormal, send an alarm signal to the communication module, and the communication module sends an alarm signal to the upper computer, prompting the staff that there is an abnormality in the wheel rim.
进一步,预设的时间间隔取值为1分钟~10小时;Further, the preset time interval ranges from 1 minute to 10 hours;
所述轮缘的高度值,计算方式为:The height value of the rim is calculated as:
计算激光条上轮缘区域内的各点与基准点之间的垂直距离,将垂直距离最大值记为轮缘高度值;Calculate the vertical distance between each point in the rim area on the laser bar and the reference point, and record the maximum value of the vertical distance as the rim height value;
所述将轮缘区域为分界点左侧的区域;所述分界点为:基准点左侧、与基准点相距30~50mm的像素点;The rim area is the area on the left side of the demarcation point; the demarcation point is: the pixel point on the left side of the reference point and 30-50 mm away from the reference point;
所述基准点为:轮缘内侧面至踏面70mm处的像素点,所述轮缘内侧面为利用激光条上靠近图像左侧边缘的30~80个像素点拟合得出的平面;The reference point is: the pixel point at 70 mm from the inner surface of the rim to the tread surface, and the inner surface of the rim is a plane obtained by fitting 30 to 80 pixel points on the laser bar near the left edge of the image;
所述垂直距离为垂直方向上的坐标差值,所述垂直方向为:与激光条所在踏面的切平面相垂直的方向;The vertical distance is the coordinate difference in the vertical direction, and the vertical direction is: the direction perpendicular to the tangent plane of the tread where the laser bar is located;
所述轮缘的厚度值,计算方式为:The thickness value of the rim is calculated as:
过基准点作一条垂直于轮缘内侧面的直线,将直线向上平移10mm或12mm、与激光条相交,将两交点之间的水平距离记为轮缘厚度值;Make a straight line perpendicular to the inner surface of the rim through the reference point, translate the line up 10mm or 12mm, intersect with the laser bar, and record the horizontal distance between the two intersection points as the rim thickness value;
所述水平距离为沿列车轮轴方向上的距离;The horizontal distance is the distance along the train axle direction;
所述轮缘的磨耗值,计算方式为:The wear value of the rim is calculated as:
过基准点作一条垂直于轮缘内侧面的直线,将直线向上平移15mm、与激光条相交,将两点之间的水平距离记为对照值;Make a straight line perpendicular to the inner surface of the rim through the reference point, translate the straight line up by 15mm, intersect with the laser bar, and record the horizontal distance between the two points as the control value;
将轮缘厚度值与对照值之间的差值记为轮缘磨耗值;Record the difference between the rim thickness value and the control value as the rim wear value;
QR值计算方式为:将轮缘高度值所对应的点记为最高点,将最高点下降2mm得到点B,过点B作垂直于轮缘内侧面的直线,该直线与激光条相交,记右侧交点为点C,将点A与点C之间的水平距离记为QR值。The calculation method of QR value is: record the point corresponding to the rim height value as the highest point, drop the highest point by 2mm to get point B, pass through point B to draw a straight line perpendicular to the inner side of the rim, and the straight line intersects with the laser bar, record The intersection point on the right is point C, and the horizontal distance between point A and point C is recorded as the QR value.
进一步,所述踏面缺陷检测模块获取每条激光条上的点云信息,在激光条的踏面区域中查找坐标值超出正常坐标区间的点标记为缺陷点,方式为:Further, the tread defect detection module obtains the point cloud information on each laser bar, searches for points whose coordinate values exceed the normal coordinate range in the tread area of the laser bar, and marks them as defect points in the following manner:
将每条激光条上的点云转换至激光平面坐标系,依次求取每条激光条的踏面区域内相邻两点之间的切线斜率,若斜率绝对值高于阈值B,则标记此两点为缺陷点;Convert the point cloud on each laser strip to the laser plane coordinate system, and calculate the slope of the tangent line between two adjacent points in the tread area of each laser strip in turn. If the absolute value of the slope is higher than the threshold B, mark the two points. The point is the defect point;
阈值B取值0.4~06;Threshold B takes a value from 0.4 to 06;
所述踏面区域为分界点右侧的区域;所述分界点为基准点左侧、与基准点相距30~50mm的像素点。The tread area is the area on the right side of the demarcation point; the demarcation point is the pixel point on the left side of the reference point, which is 30-50 mm away from the reference point.
进一步,将沿列车轮轴的方向记为X轴,将与激光条所在踏面的切平面相垂直的方向记为Y轴,垂直XOY平面的方向记为Z轴,建立传感器坐标系;Further, the direction along the train wheel axis is marked as the X axis, the direction perpendicular to the tangent plane of the tread where the laser bar is placed is marked as the Y axis, and the direction perpendicular to the XOY plane is marked as the Z axis, and the sensor coordinate system is established;
将每条激光条上的点云转换至激光平面坐标系,的方式包括以下两种:There are two ways to convert the point cloud on each laser bar to the laser plane coordinate system:
方式一:当激光条与列车轮轴共面时,将点云在XOY平面的坐标记为激光平面坐标系中的平面坐标;Method 1: When the laser bar is coplanar with the train wheel axle, mark the coordinates of the point cloud on the XOY plane as the plane coordinates in the laser plane coordinate system;
方式二:当激光条与列车轮轴不共面时,先标定得出:轮轴在传感器坐标系下的空间直线l的方程、以及轮缘内侧面在传感器坐标系下的空间平面方程;Method 2: When the laser bar is not coplanar with the wheel axle of the train, first calibrate to obtain: the equation of the space straight line l of the wheel axle in the sensor coordinate system, and the space plane equation of the inner surface of the wheel rim in the sensor coordinate system;
再将激光条上的任一点Q到空间直线l的距离记为激光平面坐标系中的Y轴坐标、将点Q到轮缘内侧面之间的距离记为激光平面坐标系中的Z轴坐标。Then record the distance from any point Q on the laser bar to the space straight line l as the Y-axis coordinate in the laser plane coordinate system, and record the distance between point Q and the inner surface of the wheel rim as the Z-axis coordinate in the laser plane coordinate system .
进一步,所述踏面信息存储模块还用于统计坐标连续的缺陷点的在水平方向上的坐标区间和垂直方向上的坐标区间,并将其分别记为缺陷的宽度分布区间和深度分布区间;Further, the tread information storage module is also used to count the coordinate intervals in the horizontal direction and the coordinate intervals in the vertical direction of the defect points with continuous coordinates, and record them as the defect width distribution interval and depth distribution interval;
所述水平方向为:沿列车轮轴的方向,所述垂直方向为:与激光条所在踏面的切平面相垂直的方向。The horizontal direction is: the direction along the wheel axle of the train, and the vertical direction is: the direction perpendicular to the tangent plane of the tread where the laser bar is located.
进一步,所述采集模块按照时序为激光条图像排序,并将图像依次传输到踏面缺陷检测模块;Further, the acquisition module sorts the images of the laser strips according to time sequence, and sequentially transmits the images to the tread defect detection module;
所述踏面信息存储模块还用于记录各个缺陷点所对应的激光条序号,统计序号连续的激光条数量n,计算缺陷的长度值=n×v×t,v为列车当前车速,t为采集所述序号连续的激光条所需总时间。The tread information storage module is also used to record the serial number of the laser bar corresponding to each defect point, count the number n of laser bars with continuous serial numbers, and calculate the length value of the defect=n×v×t, where v is the current speed of the train, and t is the collected The total time required for the laser bars with consecutive serial numbers.
优选,当激光器为单线激光器时,相机为线阵相机;当激光器为多线激光器时,相机为面阵相机;Preferably, when the laser is a single-line laser, the camera is a line array camera; when the laser is a multi-line laser, the camera is an area array camera;
相机预设的帧率为5~30kHz;The preset frame rate of the camera is 5~30kHz;
阈值A取值20~100;Threshold A ranges from 20 to 100;
所述传感器数量与车轮数量向对应,在每个车轮内侧均安装测量传感器;The number of sensors corresponds to the number of wheels, and measuring sensors are installed inside each wheel;
所述传感器通过支撑架安装在车轮内侧的转向架上,所述支撑架的一端与传感器固定连接,另一端与转向架螺接,当列车行驶完毕后,将支撑架从当前列车转向架上拆除、安装到其他待发车的车辆转向架上。The sensor is installed on the bogie inside the wheel through a support frame. One end of the support frame is fixedly connected to the sensor, and the other end is screwed to the bogie. After the train runs, the support frame is removed from the current train bogie , Installed on the bogies of other vehicles to be dispatched.
本发明还涉及一种利用上述的车载轮对测量传感器进行测量的方法,包括:当传感器中的控制器接收到列车启动信号时,控制激光器向车轮表面持续投射激光条,所述激光条与车轮行进方向垂直;The present invention also relates to a method for using the above-mentioned on-vehicle wheel measurement sensor to measure, including: when the controller in the sensor receives a train start signal, control the laser to continuously project a laser bar on the wheel surface, the laser bar and the wheel The direction of travel is vertical;
与此同时,相机按照预设的帧率持续采集激光条图像,并将图像依次传输到控制器;At the same time, the camera continues to collect laser bar images at a preset frame rate, and transmits the images to the controller in sequence;
控制器获取每条激光条上的点云信息,将踏面区域中坐标值超出正常坐标区间的点标记为缺陷点,并将缺陷点坐标保存,统计坐标连续的缺陷点的数量,当数量超出阈值A时,向上位机发送报警信号,提示工作人员车轮踏面存在异常;The controller obtains the point cloud information on each laser bar, marks the points in the tread area whose coordinate values exceed the normal coordinate range as defective points, saves the coordinates of the defective points, and counts the number of defective points with continuous coordinates. When the number exceeds the threshold When A, an alarm signal is sent to the upper computer to remind the staff that there is an abnormality in the wheel tread;
当列车停止时,控制器向相机和激光器发出关闭信号。When the train stops, the controller signals the cameras and lasers to turn off.
进一步,控制器还按照预设的时间间隔处理激光条图像;分别获取每条激光条上的点云信息、利用点云信息计算轮缘几何尺寸;轮缘几何尺寸包括轮缘高度、轮缘厚度、轮缘垂直磨耗中的一个或多个;再判断轮缘几何尺寸是否均处于各自对应的预设区间,若是,则轮缘正常,若否,则轮缘异常、向上位机发送报警信号,提示工作人员车轮轮缘存在异常。Further, the controller also processes the laser bar image according to the preset time interval; obtains the point cloud information on each laser bar separately, and uses the point cloud information to calculate the geometric dimensions of the rim; the geometric dimensions of the rim include the height of the rim, the thickness of the rim , one or more of the vertical wear of the rim; then judge whether the geometric dimensions of the rim are in their corresponding preset intervals, if yes, the rim is normal, if not, the rim is abnormal, and an alarm signal is sent to the upper computer, Prompt the staff that there is an abnormality in the wheel rim.
本方法具有以下优点:This method has the following advantages:
①采用车载的方式,实时监控轮对状态,安全性提高。测量传感器能够满足轨道交通领域对于踏面检测缺陷长度的精度要求(10mm),当列车车速为100km/h,相机预设帧率应≥10kHz,本传感器的测量精度可达到0.5mm,即两次测量的激光条间距为0.5mm,因此,本方法有效可识别出缺陷长度大于0.5mm的缺陷,满足踏面缺陷测量的检测精度要求。①Using the vehicle-mounted method to monitor the status of the wheelset in real time, the safety is improved. The measurement sensor can meet the accuracy requirements (10mm) for the length of the tread defect detection in the field of rail transit. When the train speed is 100km/h, the preset frame rate of the camera should be ≥10kHz, and the measurement accuracy of this sensor can reach 0.5mm, that is, two measurements The distance between the laser stripes is 0.5 mm. Therefore, this method can effectively identify defects with a defect length greater than 0.5 mm, which meets the detection accuracy requirements for tread defect measurement.
②采用结构光测量方式,能够获取车轮表面的三维轮廓,通过分析点云突变情况能够准确获得凹陷的缺陷区域,排除污渍对缺陷检测的干扰;能够实现对缺陷宽度、长度、深度的全检测,检测精度高。②Using the structured light measurement method, the three-dimensional profile of the wheel surface can be obtained, and the depressed defect area can be accurately obtained by analyzing the sudden change of the point cloud, and the interference of stains on the defect detection can be eliminated; the full detection of the width, length and depth of the defect can be realized, High detection accuracy.
③不仅能够监测踏面缺陷,还能够定期、定时或者实时监测轮缘的几何尺寸(轮缘高度、厚度),监测内容更加全面。③It can not only monitor tread defects, but also monitor the geometric dimensions of the rim (rim height, thickness) regularly, regularly or in real time, and the monitoring content is more comprehensive.
④单个车轮仅需要一部相机、一部激光器,随车轮运转,即可监控整个圆周的运行情况,无需拼接处理,减少了精度损失,并且处理速度快。④A single wheel only needs a camera and a laser, and it can monitor the running conditions of the entire circumference with the wheel running without splicing, which reduces the loss of accuracy and has a fast processing speed.
附图说明Description of drawings
图1为具体实施方式中测量传感器系统结构框图;Fig. 1 is the structural block diagram of measurement sensor system in the specific embodiment;
图2为具体实施方式中测量传感器安装位置示意图;Fig. 2 is a schematic diagram of the installation position of the measuring sensor in the specific embodiment;
图3为具体实施方式中轮对结构示意图;Fig. 3 is a schematic view of the structure of the wheel set in the specific embodiment;
图4为具体实施方式中单条激光条投射在车轮表面示意图;Fig. 4 is a schematic diagram of a single laser bar projected on the wheel surface in a specific embodiment;
图5为具体实施方式中激光条投射示意图以及单条激光条计算轮缘尺寸示意图;Fig. 5 is a schematic diagram of laser bar projection and a single laser bar calculation rim size schematic diagram in a specific embodiment;
图6为单条激光条查找缺陷点的示意图;Fig. 6 is a schematic diagram of a single laser bar searching for defect points;
图7a为将多条激光条拼接在一幅全局图像时的示意图;Figure 7a is a schematic diagram of stitching multiple laser bars into a global image;
图7b为截取多条激光条的踏面区域示意图。Fig. 7b is a schematic diagram of the tread area where multiple laser bars are cut.
具体实施方式Detailed ways
以下结合附图和具体实施方式对本发明的技术方案进行详细描述。The technical solutions of the present invention will be described in detail below in conjunction with the accompanying drawings and specific embodiments.
一种车载轮对测量传感器,传感器安装在车轮内侧的转向架上,其包括相机、激光器和控制器;如图2所示,相机和激光器均位于车轮的斜上方,激光器用于向车轮表面投射激光条、相机用于采集激光条图像,二者均受控于控制器;相机预设的帧率为5~30kHz;A vehicle-mounted wheel set measurement sensor, the sensor is installed on the bogie inside the wheel, which includes a camera, a laser and a controller; as shown in Figure 2, the camera and the laser are located obliquely above the wheel, and the laser is used to project to the wheel surface The laser bar and the camera are used to collect the image of the laser bar, both of which are controlled by the controller; the preset frame rate of the camera is 5-30kHz;
当激光器为单线激光器时,相机为线阵相机;当激光器为多线激光器时,相机为面阵相机;When the laser is a single-line laser, the camera is a line-scan camera; when the laser is a multi-line laser, the camera is an area-scan camera;
本实施例中采用单线激光器,相机为线阵相机;帧率为15kHz;In this embodiment, a single-line laser is used, and the camera is a line array camera; the frame rate is 15kHz;
如图1所示,控制器包括激光器控制模块、采集模块、踏面缺陷检测模块、踏面信息存储模块和通讯模块;As shown in Figure 1, the controller includes a laser control module, an acquisition module, a tread defect detection module, a tread information storage module and a communication module;
通讯模块分别和采集模块、激光器控制模块、踏面信息存储模块连接,踏面缺陷检测模块分别和采集模块、踏面信息存储模块连接;The communication module is respectively connected to the acquisition module, the laser control module, and the tread information storage module, and the tread defect detection module is respectively connected to the acquisition module and the tread information storage module;
通讯模块能够与上位机相互通讯,当列车启动时,分别向激光器控制模块和采集模块发出启动信号;当列车停止时,分别向激光器控制模块和采集模块发出关闭信号;The communication module can communicate with the upper computer. When the train starts, it sends a start signal to the laser control module and the acquisition module respectively; when the train stops, it sends a shutdown signal to the laser control module and the acquisition module respectively;
激光器控制模块用于控制激光器向车轮表面持续投射激光条;如图4、5所示,激光条贯穿车轮踏面;The laser control module is used to control the laser to continuously project the laser bar on the wheel surface; as shown in Figure 4 and 5, the laser bar runs through the wheel tread;
采集模块控制相机按照预设的帧率持续采集激光条图像,并将图像依次传输到踏面缺陷检测模块;The acquisition module controls the camera to continuously acquire laser bar images according to the preset frame rate, and transmits the images to the tread defect detection module in sequence;
踏面缺陷检测模块获取每条激光条上的点云信息,在激光条的踏面区域中查找坐标值超出正常坐标区间的点标记为缺陷点,并将缺陷点坐标传输到踏面信息存储模块中保存;The tread defect detection module obtains the point cloud information on each laser bar, searches for points whose coordinate values exceed the normal coordinate range in the tread area of the laser bar, and marks them as defect points, and transmits the coordinates of the defect points to the tread information storage module for storage;
踏面信息存储模块统计坐标连续的缺陷点的数量,当数量超出阈值A(阈值A取值20~100)时,向通讯模块发出报警信号,通讯模块向上位机发送报警信号,提示工作人员车轮踏面存在异常。The tread information storage module counts the number of defect points with continuous coordinates. When the number exceeds the threshold A (threshold A ranges from 20 to 100), it sends an alarm signal to the communication module, which then sends an alarm signal to the upper computer to remind the staff of the wheel tread There is an exception.
为了快速查找缺陷点,本实施例中,标记缺陷点的方式如下:In order to quickly find defect points, in this embodiment, the way to mark defect points is as follows:
将每条激光条上的点云转换至激光平面坐标系,如图6所示,依次求取每条激光条的踏面区域内相邻两点之间的切线斜率,若斜率绝对值高于阈值B,则标记此两点为缺陷点;Convert the point cloud on each laser strip to the laser plane coordinate system, as shown in Figure 6, and sequentially calculate the slope of the tangent line between two adjacent points in the tread area of each laser strip, if the absolute value of the slope is higher than the threshold B, mark these two points as defect points;
阈值B取值0.4~06;本实施例中,阈值B=0.58(tan30°);Threshold B takes a value of 0.4 to 06; in this embodiment, threshold B=0.58 (tan30°);
踏面区域为分界点右侧的区域;分界点为基准点左侧、与基准点相距30~50mm的像素点。The tread area is the area on the right side of the demarcation point; the demarcation point is the pixel point on the left side of the reference point, 30-50mm away from the reference point.
其中,如图3、5所示,基准点为:轮缘内侧面至踏面70mm处的像素点,轮缘内侧面为利用激光条上靠近图像左侧边缘的30~80个像素点拟合得出的平面;分界点为:基准点左侧、与基准点相距30~50mm的像素点;Among them, as shown in Figures 3 and 5, the reference point is: the pixel point at 70 mm from the inner surface of the rim to the tread surface, and the inner surface of the rim is fitted by using 30 to 80 pixels on the laser bar near the left edge of the image. out of the plane; the demarcation point is: the pixel point on the left side of the reference point and 30-50mm away from the reference point;
将轮缘区域为分界点左侧的区域、踏面区域为分界点右侧的区域。The rim area is defined as the area on the left side of the dividing point, and the tread area is defined as the area on the right side of the dividing point.
更具体的,如图4所示,本实施例中,将沿列车轮轴的方向记为X轴,将与激光条所在踏面的切平面相垂直的方向记为Y轴,垂直XOY平面的方向记为Z轴,建立传感器坐标系;More specifically, as shown in Figure 4, in this embodiment, the direction along the train wheel axis is marked as the X axis, the direction perpendicular to the tangent plane of the tread where the laser bar is located is marked as the Y axis, and the direction perpendicular to the XOY plane is marked as For the Z axis, establish a sensor coordinate system;
将每条激光条上的点云转换至激光平面坐标系,的方式包括以下两种:There are two ways to convert the point cloud on each laser bar to the laser plane coordinate system:
方式一:当激光条与列车轮轴共面时,将点云在XOY平面的坐标记为激光平面坐标系中的平面坐标;Method 1: When the laser bar is coplanar with the train wheel axle, mark the coordinates of the point cloud on the XOY plane as the plane coordinates in the laser plane coordinate system;
方式二:当激光条与列车轮轴不共面时,先标定得出:轮轴在传感器坐标系下的空间直线l的方程、以及轮缘内侧面在传感器坐标系下的空间平面方程;Method 2: When the laser bar is not coplanar with the wheel axle of the train, first calibrate to obtain: the equation of the space straight line l of the wheel axle in the sensor coordinate system, and the space plane equation of the inner surface of the wheel rim in the sensor coordinate system;
再将激光条上的任一点Q到空间直线l的距离记为激光平面坐标系中的Y轴坐标、将点Q到轮缘内侧面之间的距离记为激光平面坐标系中的Z轴坐标。Then record the distance from any point Q on the laser bar to the space straight line l as the Y-axis coordinate in the laser plane coordinate system, and record the distance between point Q and the inner surface of the wheel rim as the Z-axis coordinate in the laser plane coordinate system .
其中,方式二中的标定过程如下:Among them, the calibration process in method 2 is as follows:
利用摄影测量系统或者三坐标机,采集车轮表面三维信息,利用轮缘内侧面上的三维点拟合得出轮缘内侧面的空间平面方程,利用轮缘圆周上的点拟合圆,获取圆心,将过圆心、垂直轮缘内侧面方向的直线记为空间直线l。Use a photogrammetry system or a three-coordinate machine to collect three-dimensional information on the wheel surface, use the three-dimensional points on the inner surface of the rim to fit the space plane equation on the inner surface of the rim, and use the points on the circumference of the rim to fit the circle to obtain the center of the circle , the straight line passing through the center of the circle and perpendicular to the inner surface of the rim is recorded as the space straight line l.
为了便于解算,优选实施为:在传感器安装时,令激光平面过轮轴,即:令激光条与列车轮轴共面。采用方式一,将三维点转换为二维点。In order to facilitate the calculation, it is preferably implemented as follows: when the sensor is installed, the laser plane passes through the axle, that is, the laser bar is coplanar with the axle of the train. Method 1 is used to convert 3D points into 2D points.
为了便于理解,如图7a所示,将多条激光条按照采集时序拼接、得出一幅全局图像;为了便于解算,具体实施时,可在全局图像中,截取踏面区域(如图7b)。更了获取更多缺陷信息,踏面信息存储模块还用于统计坐标连续的缺陷点的在水平方向上的坐标区间和垂直方向上的坐标区间,并将其分别记为缺陷的宽度分布区间和深度分布区间;In order to facilitate understanding, as shown in Figure 7a, multiple laser bars are spliced according to the acquisition timing to obtain a global image; in order to facilitate the calculation, in the actual implementation, the tread area can be intercepted in the global image (as shown in Figure 7b) . In order to obtain more defect information, the tread information storage module is also used to count the coordinate interval in the horizontal direction and the coordinate interval in the vertical direction of the defect point with continuous coordinates, and record them as the width distribution interval and depth of the defect respectively distribution interval;
水平方向为:沿列车轮轴的方向(X轴方向),垂直方向为:与激光条所在踏面的切平面(如图4)相垂直的方向(Y轴方向)。The horizontal direction is: the direction along the wheel axle of the train (X-axis direction), and the vertical direction is: the direction (Y-axis direction) perpendicular to the tangent plane of the tread where the laser bar is located (as shown in Figure 4).
采集模块按照时序为激光条图像排序,并将图像依次传输到踏面缺陷检测模块;踏面信息存储模块还用于记录各个缺陷点所对应的激光条序号,统计序号连续的激光条数量n,计算缺陷的长度值=n×v×t,v为列车当前车速,t为采集序号连续的n条激光条所需总时间。The acquisition module sorts the images of the laser bars according to the time sequence, and transmits the images to the tread defect detection module in turn; the tread information storage module is also used to record the serial numbers of the laser bars corresponding to each defect point, count the number n of laser bars with continuous serial numbers, and calculate the defects The length value of =n×v×t, v is the current speed of the train, and t is the total time required to collect n laser bars with continuous serial numbers.
本实施例中,测量传感器还具备轮缘尺寸测量功能,具体而言,为了获取轮缘尺寸信息,如图1所示,控制器还包括轮缘尺寸测量模块和轮缘信息存储模块;In this embodiment, the measurement sensor also has a rim size measurement function. Specifically, in order to obtain the rim size information, as shown in FIG. 1, the controller also includes a rim size measurement module and a rim information storage module;
轮缘尺寸测量模块分别和采集模块、轮缘信息存储模块连接;The wheel rim size measurement module is respectively connected with the acquisition module and the wheel rim information storage module;
轮缘信息存储模块连接到通讯模块;The rim information storage module is connected to the communication module;
具体的,采集模块按照预设的时间间隔定时或实时将相机采集到的激光条图像依次传输到轮缘尺寸测量模块;其中,预设的时间间隔取值为1分钟~10小时;本实施例中,令预设的时间间隔取值1小时;Specifically, the acquisition module sequentially transmits the laser bar images collected by the camera to the wheel rim size measurement module at regular intervals or in real time according to a preset time interval; wherein, the preset time interval takes a value of 1 minute to 10 hours; in this embodiment , let the preset time interval take the value of 1 hour;
轮缘尺寸测量模块分别获取每条激光条上的点云信息、利用点云信息计算轮缘几何尺寸;轮缘几何尺寸包括轮缘高度、轮缘厚度、轮缘垂直磨耗、QR值中的一个或多个;The rim size measurement module separately obtains the point cloud information on each laser bar, and uses the point cloud information to calculate the geometric dimension of the rim; the geometric dimension of the rim includes one of the rim height, rim thickness, rim vertical wear, and QR value or more;
将轮缘几何尺寸(轮缘高度、轮缘厚度、轮缘垂直磨耗、QR值)传输到轮缘信息存储模块中保存,轮缘信息存储模块判断轮缘几何尺寸是否均处于各自对应的预设区间,若是,则轮缘正常,若否,则轮缘异常、向通讯模块发出报警信号,通讯模块向上位机发送报警信号,提示工作人员车轮轮缘存在异常。The rim geometric dimensions (rim height, rim thickness, rim vertical wear, QR value) are transmitted to the rim information storage module for storage, and the rim information storage module judges whether the rim geometric dimensions are in their corresponding presets interval, if yes, the rim is normal, if not, the rim is abnormal, and an alarm signal is sent to the communication module, and the communication module sends an alarm signal to the upper computer, prompting the staff that there is an abnormality in the wheel rim.
其中,轮缘几何尺寸对应的预设区间根据检测精度要求配置,以下为示例性说明:轮缘高度的预设区间为25~38m;轮缘厚度的预设区间为20~40mm;轮缘垂直磨耗的预设区间为1~5mm。Among them, the preset interval corresponding to the geometric size of the rim is configured according to the detection accuracy requirements. The following is an example description: the preset interval of the rim height is 25-38m; the preset interval of the rim thickness is 20-40mm; the rim is vertical The preset range of abrasion is 1-5 mm.
更具体的,轮缘的高度值,计算方式为:More specifically, the height value of the rim is calculated as:
计算激光条上轮缘区域内的各点与基准点之间的垂直距离,将垂直距离最大值记为轮缘高度值;Calculate the vertical distance between each point in the rim area on the laser bar and the reference point, and record the maximum value of the vertical distance as the rim height value;
垂直距离为垂直方向上的坐标差值,垂直方向为:与激光条所在踏面的切平面(如图4)相垂直的方向(Y轴方向);The vertical distance is the coordinate difference in the vertical direction, and the vertical direction is: the direction (Y-axis direction) perpendicular to the tangent plane of the tread where the laser bar is located (as shown in Figure 4);
轮缘的厚度值,计算方式为:The thickness value of the rim, calculated as:
过基准点作一条垂直于轮缘内侧面的直线,将直线向上平移10mm或12mm、与激光条相交,将两交点之间的水平距离记为轮缘厚度值;Make a straight line perpendicular to the inner surface of the rim through the reference point, translate the line up 10mm or 12mm, intersect with the laser bar, and record the horizontal distance between the two intersection points as the rim thickness value;
水平距离为沿列车轮轴方向上的距离;The horizontal distance is the distance along the direction of the train wheel axis;
轮缘的磨耗值,计算方式为:The wear value of the rim, calculated as:
过基准点作一条垂直于轮缘内侧面的直线,将直线向上平移15mm、与激光条相交,将两点之间的水平距离记为对照值;Make a straight line perpendicular to the inner surface of the rim through the reference point, translate the straight line up by 15mm, intersect with the laser bar, and record the horizontal distance between the two points as the control value;
将轮缘厚度值与对照值之间的差值记为轮缘磨耗值;Record the difference between the rim thickness value and the control value as the rim wear value;
QR值计算方式为:将轮缘高度值所对应的点记为最高点,将最高点下降2mm得到点B,过点B作垂直于轮缘内侧面的直线,该直线与激光条相交,记右侧交点(远离轮缘区域的交点)为点C,将点A与点C之间的水平距离记为QR值。The calculation method of QR value is: record the point corresponding to the rim height value as the highest point, drop the highest point by 2mm to get point B, pass through point B to draw a straight line perpendicular to the inner side of the rim, and the straight line intersects with the laser bar, record The right intersection point (the intersection point away from the rim area) is point C, and the horizontal distance between point A and point C is recorded as the QR value.
对应的,提供一种利用上述的车载轮对测量传感器进行测量的方法,包括:当传感器中的控制器接收到列车启动信号时,控制激光器向车轮表面持续投射激光条,激光条与车轮行进方向垂直;Correspondingly, there is provided a method of using the above-mentioned on-board wheel measurement sensor for measurement, including: when the controller in the sensor receives a train start signal, control the laser to continuously project a laser bar on the wheel surface, and the laser bar is consistent with the direction of travel of the wheel. vertical;
与此同时,相机按照预设的帧率持续采集激光条图像,并将图像依次传输到控制器;At the same time, the camera continues to collect laser bar images at a preset frame rate, and transmits the images to the controller in sequence;
控制器获取每条激光条上的点云信息,将踏面区域中坐标值超出正常坐标区间的点标记为缺陷点,并将缺陷点坐标保存,统计坐标连续的缺陷点的数量,当数量超出阈值A时,向上位机发送报警信号,提示工作人员车轮踏面存在异常;The controller obtains the point cloud information on each laser bar, marks the points in the tread area whose coordinate values exceed the normal coordinate range as defective points, saves the coordinates of the defective points, and counts the number of defective points with continuous coordinates. When the number exceeds the threshold When A, an alarm signal is sent to the upper computer to remind the staff that there is an abnormality in the wheel tread;
当列车停止时,控制器向相机和激光器发出关闭信号。When the train stops, the controller signals the cameras and lasers to turn off.
为了获取轮缘尺寸信息,控制器还按照预设的时间间隔处理激光条图像;分别获取每条激光条上的点云信息、利用点云信息计算轮缘几何尺寸;轮缘几何尺寸包括轮缘高度、轮缘厚度、轮缘垂直磨耗中的一个或多个;再判断轮缘几何尺寸是否均处于各自对应的预设区间,若是,则轮缘正常,若否,则轮缘异常、向上位机发送报警信号,提示工作人员车轮轮缘存在异常。In order to obtain the size information of the rim, the controller also processes the laser bar image according to the preset time interval; obtains the point cloud information on each laser bar separately, and uses the point cloud information to calculate the geometric dimension of the rim; the geometric dimension of the rim includes One or more of the height, rim thickness, and vertical wear of the rim; and then judge whether the geometric dimensions of the rim are in their respective preset intervals. If yes, the rim is normal; if not, the rim is abnormal and upward The machine sends an alarm signal to remind the staff that there is an abnormality in the wheel rim.
作为本发明测量传感器的一种应用:As a kind of application of measuring sensor of the present invention:
传感器数量与车轮数量向对应,在每个车轮内侧均安装测量传感器;实现对整部列车轮对的全监测;The number of sensors corresponds to the number of wheels, and measuring sensors are installed on the inside of each wheel; to realize full monitoring of the entire train wheel set;
为了节约设备成本,在安装结构的设计上,传感器通过支撑架安装在车轮内侧的转向架上,支撑架的一端与传感器固定连接,另一端与转向架螺接,当列车行驶完毕后,将支撑架从当前列车转向架上拆除、安装到其他待发车的车辆转向架上。In order to save equipment cost, in the design of the installation structure, the sensor is installed on the bogie inside the wheel through the support frame. One end of the support frame is fixedly connected to the sensor, and the other end is screwed to the bogie. The frame is removed from the current train bogie and installed on other vehicle bogies to be dispatched.
前面对本发明具体示例性实施方案所呈现的描述是出于说明和描述的目的。前面的描述并不想要成为毫无遗漏的,也不是想要把本发明限制为所公开的精确形式,显然,根据上述教导很多改变和变化都是可能的。选择示例性实施方案并进行描述是为了解释本发明的特定原理及其实际应用,从而使得本领域的其它技术人员能够实现并利用本发明的各种示例性实施方案及其不同选择形式和修改形式。本发明的范围旨在由所附权利要求书及其等价形式所限定。The foregoing descriptions of specific exemplary embodiments of the present invention have been presented for purposes of illustration and description. The foregoing description is not intended to be exhaustive or to limit the invention to the precise form disclosed, and obviously many modifications and variations are possible in light of the above teaching. The exemplary embodiments were chosen and described in order to explain the specific principles of the invention and its practical application to enable others skilled in the art to make and use the various exemplary embodiments and various alternatives and modifications of the invention . It is intended that the scope of the invention be defined by the claims appended hereto and their equivalents.
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