CN209395825U - Train identification system and train safety inspection system - Google Patents

Train identification system and train safety inspection system Download PDF

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CN209395825U
CN209395825U CN201821790864.8U CN201821790864U CN209395825U CN 209395825 U CN209395825 U CN 209395825U CN 201821790864 U CN201821790864 U CN 201821790864U CN 209395825 U CN209395825 U CN 209395825U
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train
inspected
inspection
identification
inspection device
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许艳伟
喻卫丰
胡煜
孙尚民
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Nuctech Co Ltd
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Nuctech Co Ltd
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Abstract

The utility model relates to a kind of train identifying system and train safety check systems, wherein train identifying system includes: long-range detection part (10), for obtaining the global feature information of tested train by way of remotely monitoring;With recognition component (20), the type and/or traveling situation of tested train are judged for the global feature information according to acquisition.The utility model can neatly arrange long-range detection part, and by remotely monitoring, have multiple distinguishing opportunity during train travels from the distant to the near, to improve identification accuracy, and can be identified ahead of time to provide result in time;Additionally by the global feature information for obtaining tested train, it can comprehensively judge that the type of train and/or traveling situation provide foundation, further increase the accuracy of identification, to different trains well adapting to property.

Description

列车识别系统以及列车安全检查系统Train identification system and train safety inspection system

技术领域technical field

本发明涉及列车安全检查技术领域,尤其涉及一种列车识别系统以及列车安全检查系统。The invention relates to the technical field of train safety inspection, in particular to a train identification system and a train safety inspection system.

背景技术Background technique

在实际中的对列车的车型或行驶状况进行识别有非常重要的意义,可自动地获知通过列车的情况,例如可用于安全检查领域或维修领域等。In practice, it is of great significance to identify the vehicle type or running condition of the train, which can automatically know the situation of the passing train, for example, it can be used in the field of safety inspection or maintenance.

发明人所知晓的一种相关技术是在铁轨沿线设置多个磁钢传感器,通过磁钢检测列车相对速度及列车车轴位置以确定轴距,根据轴距的不同识别列车类型。但是此种识别方案需要将传感器安装在铁路上,占地大,对火车运行有一定的安全隐患,对低速火车响应能力差,而且传感器安装点受限、数量也有限制,这样检测点就有局限性,对于改装车辆,比如同一种轴距参数的车辆,改装为客户或是货车,就无法从轴距上区分。A related technology known to the inventor is to arrange a plurality of magnetic steel sensors along the rails, and to detect the relative speed of the train and the position of the axle of the train through the magnetic steel to determine the wheelbase, and to identify the type of train according to the difference in the wheelbase. However, this kind of identification scheme needs to install the sensor on the railway, which occupies a large area, has certain safety hazards to the train operation, has poor response ability to low-speed trains, and the sensor installation points are limited, and the number is also limited, so the detection points are limited. For modified vehicles, such as vehicles with the same wheelbase parameters, if they are converted into customers or trucks, they cannot be distinguished from the wheelbase.

发明人所知晓的另一种相关技术是利用线阵相机获得车辆侧面轮廓信息,以通过控制系统自动识别车辆类型。但是此种识别方案对于线阵相机的安装点也有一定的要求和限制,同一列车只能有一次检测机会,对于速度变化适应能力较差,占地大,采集图像数量大、处理速度慢,对于系统的处理能力要求高。Another related technology known to the inventor is to use a line-scan camera to obtain vehicle side profile information, so as to automatically identify the vehicle type through the control system. However, this identification scheme also has certain requirements and restrictions on the installation point of the line array camera. The same train can only have one detection opportunity. It has poor adaptability to speed changes, occupies a large area, has a large number of collected images, and slow processing speed. The processing capacity of the system is high.

发明内容Contents of the invention

本发明的实施例提供了一种列车识别系统以及列车安全检查系统,能够提高对列车识别的灵活性。Embodiments of the present invention provide a train identification system and a train safety inspection system, which can improve the flexibility of train identification.

为实现上述目的,本发明的实施例第一方面提供了一种列车识别系统,包括:In order to achieve the above object, the first aspect of the embodiment of the present invention provides a train identification system, including:

包括远程检测部件和识别元件,识别元件与远程检测部件连接,其中,远程检测部件被配置为通过远程监测的方式获取被检列车的整体特征信息,识别元件被配置为在获取到整体特征信息的情况下识别出被检列车的类型和/或行进情况。It includes a remote detection component and an identification element, the identification element is connected to the remote detection component, wherein the remote detection component is configured to obtain the overall characteristic information of the inspected train through remote monitoring, and the identification element is configured to obtain the overall characteristic information. Identify the type and/or travel situation of the inspected train.

进一步地,被检列车的类型包括机车、货车、客车和/或工程车;或者被检列车的行进情况包括:有无列车到来、行进方向、行进路线和/或行进速度。Further, the type of the inspected train includes locomotives, freight cars, passenger cars and/or engineering vehicles; or the traveling condition of the inspected train includes: whether there is a train coming, traveling direction, traveling route and/or traveling speed.

进一步地,远程检测部件包括摄像头,用于拍摄被检列车的视频信息。Further, the remote inspection component includes a camera for taking video information of the inspected train.

进一步地,摄像头设有多个,多个摄像头具有不同的焦距,分别用于在列车处于不同距离范围时进行拍摄。Further, there are multiple cameras, and the multiple cameras have different focal lengths, and are respectively used for shooting when the train is in different distance ranges.

进一步地,摄像头的拍摄角度、高度和/或焦距可调。Further, the shooting angle, height and/or focal length of the camera are adjustable.

进一步地,摄像头设有一个,拍摄的视频划分为不同区域以对应不同的轨道;或者摄像头设有多个,多个摄像头分别对应拍摄不同的轨道。Furthermore, there is one camera, and the captured video is divided into different areas corresponding to different tracks; or there are multiple cameras, and the multiple cameras correspond to shooting different tracks respectively.

进一步地,远程检测部件包括激光或雷达。Further, the remote detection component includes laser or radar.

为实现上述目的,本发明的实施例第三方面提供了一种基于上述实施例列车识别系统的列车安全检查系统,包括:In order to achieve the above object, the third aspect of the embodiment of the present invention provides a train safety inspection system based on the train identification system of the above embodiment, including:

检查设备,用于对被检列车进行安全检查;Inspection equipment, used for safety inspection of the inspected train;

上述各实施例的列车识别系统,设在邻近检查设备所在区域;和The train identification system of each of the above embodiments is located in the area adjacent to the inspection equipment; and

辐射控制元件,用于根据识别元件判断出的被检列车的类型和/ 或行进情况控制检查设备的工作状态。The radiation control element is used to control the working state of the inspection equipment according to the type and/or running situation of the inspected train judged by the identification element.

进一步地,辐射控制元件用于在识别元件判断出即将到来的被检列车中存在货车车厢的情况下开启检查设备进行预热,在不存在货车车厢的情况下使检查设备保持关闭状态。Further, the radiation control element is used to turn on the inspection equipment for preheating when the identification element judges that there is a freight car in the upcoming train to be inspected, and keep the inspection equipment in a closed state when there is no freight car.

进一步地,辐射控制元件用于在识别元件判断出有货车车厢通过检查设备的情况下使检查设备发出射线,并在识别元件判断出有机车或客车车厢通过检查设备,或者被检列车的行进速度减小至预设值或停止的情况下,使检查设备停止发出射线。Further, the radiation control element is used to make the inspection equipment emit radiation when the identification element determines that a freight car passes the inspection equipment, and when the identification element determines that a locomotive or passenger carriage passes the inspection equipment, or the traveling speed of the inspected train When it is reduced to a preset value or stopped, the inspection equipment stops emitting rays.

进一步地,辐射控制元件用于调整检查设备的扫描频率与识别元件判断出的被检列车的行进速度相匹配。Further, the radiation control element is used to adjust the scanning frequency of the inspection equipment to match the traveling speed of the inspected train judged by the identification element.

进一步地,列车识别系统集成设置在检查设备上。Further, the train identification system is integrated on the inspection equipment.

基于上述技术方案,本发明一个实施例的列车识别系统,远程检测部件通过远程监测的方式获取被检列车的整体特征信息,可在列车轨道所在区域外灵活地布置远程检测部件,降低对设置位置的需求;而且通过远程监测,在列车由远及近行驶的过程中有多次识别机会,以提高识别准确性,并能提早进行识别以便及时给出结果;另外通过获取被检列车的整体特征信息,可全面地为判断列车的类型和/或行进情况提供依据,进一步提高识别的准确性,对不同的列车均有较好的适应性。Based on the above-mentioned technical solution, in the train identification system of an embodiment of the present invention, the remote detection component obtains the overall characteristic information of the train to be detected through remote monitoring, and the remote detection component can be flexibly arranged outside the area where the train track is located, reducing the need for setting positions. needs; and through remote monitoring, there are multiple identification opportunities in the process of trains traveling from far to near, so as to improve the accuracy of identification, and can identify early in order to give timely results; in addition, by obtaining the overall characteristics of the inspected train The information can comprehensively provide a basis for judging the type and/or running situation of the train, further improve the accuracy of recognition, and have better adaptability to different trains.

附图说明Description of drawings

此处所说明的附图用来提供对本发明的进一步理解,构成本申请的一部分,本发明的示意性实施例及其说明用于解释本发明,并不构成对本发明的不当限定。在附图中:The accompanying drawings described here are used to provide a further understanding of the present invention and constitute a part of the application. The schematic embodiments of the present invention and their descriptions are used to explain the present invention and do not constitute improper limitations to the present invention. In the attached picture:

图1为本发明列车识别系统的一个实施例的模块组成示意图;Fig. 1 is the module composition schematic diagram of an embodiment of the train identification system of the present invention;

图2为本发明列车安全检查系统的一个实施例的模块组成示意图。Fig. 2 is a schematic diagram of the module composition of an embodiment of the train safety inspection system of the present invention.

具体实施方式Detailed ways

以下详细说明本发明。在以下段落中,更为详细地限定了实施例的不同方面。如此限定的各方面可与任何其他的一个方面或多个方面组合,除非明确指出不可组合。尤其是,被认为是优选的或有利的任何特征可与其他一个或多个被认为是优选的或有利的特征组合。The present invention will be described in detail below. In the following paragraphs, different aspects of the embodiments are defined in more detail. Aspects so defined may be combined with any other aspect or aspects unless specifically stated otherwise. In particular, any feature considered to be preferred or advantageous may be combined with one or more other features which are considered to be preferred or advantageous.

本发明中出现的“第一”、“第二”等用语仅是为了方便描述,以区分具有相同名称的不同组成部件,并不表示先后或主次关系。Terms such as "first" and "second" appearing in the present invention are only for convenience of description, to distinguish different components with the same name, and do not indicate a sequence or a primary and secondary relationship.

在本发明的描述中,采用了“上”、“下”、“顶”、“底”、“前”、“后”、“内”和“外”等指示的方位或位置关系为基于附图所示的方位或位置关系,仅是为了便于描述本发明,而不是指示或暗示所指的装置必须具有特定的方位、以特定的方位构造和操控,因此不能理解为对本发明保护范围的限制。In the description of the present invention, orientations or positional relationships indicated by "upper", "lower", "top", "bottom", "front", "rear", "inner" and "outer" are used based on the attached The orientation or positional relationship shown in the figure is only for the convenience of describing the present invention, and does not indicate or imply that the referred device must have a specific orientation, be constructed and manipulated in a specific orientation, and therefore cannot be construed as limiting the protection scope of the present invention .

如图1所示,本发明提供了一种列车识别系统,在一个实施例中,包括远程检测部件10和识别元件20,识别元件20与远程检测部件10 连接,远程检测部件10用于通过远程监测的方式获取被检列车的整体特征信息,包括列车的颜色或轮廓等。例如,可设在轨道宽度方向上位于列车外侧的区域,实现远距离监测。识别元件20用于根据获取的整体特征信息提取列车的特征参数,以识别判断出被检列车的类型和/ 或行进情况。根据识别元件20的判断结果,可对列车进行故障诊断、维修或安全检查等。其中,识别元件20可以采用硬件识别电路或PLC 控制元件等器件。As shown in Figure 1, the present invention provides a kind of train recognition system, in one embodiment, comprises remote detection part 10 and identification element 20, and identification element 20 is connected with remote detection part 10, and remote detection part 10 is used for through remote The monitoring method obtains the overall feature information of the inspected train, including the color or outline of the train. For example, it can be installed in the area outside the train in the track width direction to realize remote monitoring. The identification component 20 is used to extract characteristic parameters of the train according to the obtained overall characteristic information, so as to identify and judge the type and/or running condition of the inspected train. According to the judgment result of the identification element 20, fault diagnosis, maintenance or safety inspection can be performed on the train. Wherein, the identification element 20 may adopt a hardware identification circuit or a PLC control element and other devices.

其中,被检列车的车型包括机车、货车、客车和/或工程车等特殊车型,此处的车型可以是列车的整体类型或者单个列车中各车厢的类型。对于不同的车型,对于故障诊断、维修或安全检查等后续工作的要求不同,因此快速准确判断车型可保证正确执行后续工作。Wherein, the vehicle type of the inspected train includes special vehicle types such as locomotives, freight cars, passenger cars and/or engineering vehicles, and the vehicle type here can be the overall type of the train or the type of each carriage in a single train. For different models, there are different requirements for follow-up work such as fault diagnosis, maintenance or safety inspection, so quickly and accurately judging the model can ensure the correct execution of follow-up work.

被检列车的行进情况包括:有无列车到来、行进方向、行进路线和/或行进速度。根据有无列车到来可实时控制工作设备的启停,并使设备的工作性能参数与列车行进方向、行进路线和/或行进速度相匹配。The traveling situation of the inspected train includes: whether there is a train coming, traveling direction, traveling route and/or traveling speed. The start and stop of the working equipment can be controlled in real time according to the arrival of the train, and the working performance parameters of the equipment can be matched with the train's traveling direction, traveling route and/or traveling speed.

本发明该实施例的列车识别系统与现有技术相比至少具备如下优点之一:Compared with the prior art, the train identification system of this embodiment of the present invention has at least one of the following advantages:

(1)远程检测部件10采用远程监测的方式,可在列车轨道所在区域外灵活地布置远程检测部件10,降低对设置位置的需求,能够在靠近列车识别系统对应的工作设备的区域布置安装,布局紧凑,占地面积小,维护方便。在选择安装场地时灵活度更大,不用考虑弯道、岔道和车站等情况。(1) The remote detection component 10 adopts a remote monitoring method, and the remote detection component 10 can be flexibly arranged outside the area where the train track is located, reducing the demand for setting locations, and can be arranged and installed in an area close to the corresponding working equipment of the train identification system, Compact layout, small footprint, easy maintenance. There is greater flexibility in choosing the installation site, regardless of conditions such as curves, forks and stations.

而采用线阵相机或传感器只能在列车行驶到远程检测部件10所在位置时才能进行检测,考虑信息处理所需时间,为了提早识别,远程检测部件10只能与工作设备(例如检查设备)间隔一段距离设置,间隔距离需要根据列车行驶速度设定,且占地面积大,维护不方便。However, the use of line array cameras or sensors can only be detected when the train travels to the position of the remote detection component 10. Considering the time required for information processing, in order to identify early, the remote detection component 10 can only be separated from the working equipment (such as inspection equipment) One distance is set, and the interval distance needs to be set according to the speed of the train, and it occupies a large area and is inconvenient to maintain.

(2)远程检测部件10采用远程监测的方式,在列车由远及近行驶的过程中有多次识别机会,以提高识别准确性,并能提早进行识别以便及时给出结果供工作设备使用,对于行进速度快的列车也具备较强的适应能力,可适用于不同行驶速度的列车。(2) The remote detection part 10 adopts the mode of remote monitoring, and there are multiple identification opportunities in the process of train traveling from far to near, so as to improve the identification accuracy, and can identify in advance so that the results can be given in time for the working equipment to use, It also has strong adaptability to fast-moving trains, and can be applied to trains with different speeds.

而采用线阵相机或传感器为了提早识别,远程检测部件10只能与工作设备(例如检查设备)间隔一段距离设置,在列车提速后可能需要重新改变远程检测部件10的位置。In order to identify early by using a line array camera or sensor, the remote detection unit 10 can only be set at a distance from the working equipment (such as inspection equipment), and the position of the remote detection unit 10 may need to be changed after the train speeds up.

(3)通过获取被检列车的整体特征信息,可全面地为判断列车的类型和/或行进情况提供依据,在列车差异较小且行进速度较快时也利于提高识别的准确性,对不同的列车均有很好的适应性。(3) By obtaining the overall characteristic information of the inspected train, it can comprehensively provide a basis for judging the type and/or running situation of the train, and it is also beneficial to improve the accuracy of recognition when the trains have small differences and fast moving speeds. The trains have good adaptability.

而采用线阵相机或传感器只能在特定位置获得列车的局部信息,在列车外形差异小或者进行改造后难以获得准确的结果。However, the use of line array cameras or sensors can only obtain local information of the train at a specific location, and it is difficult to obtain accurate results when the difference in the shape of the train is small or after the transformation.

(4)通过获取被检列车的整体特征信息,无需进行列车信息的拼接或整合,有利于直接判断出列车的类型和/或行进情况,可提高信息处理速度,从而提高系统的识别能力。(4) By obtaining the overall characteristic information of the inspected train, it is not necessary to splicing or integrating the train information, which is beneficial to directly determine the type and/or running situation of the train, and can improve the information processing speed, thereby improving the recognition ability of the system.

而采用线阵相机则需要对采集的图像进行拼接,处理图像数量大,处理速度慢,响应能力差。However, the use of line array cameras requires splicing of the collected images, a large number of processed images, slow processing speed, and poor responsiveness.

在一些实施例中,远程检测部件10包括摄像头,用于拍摄被检列车的视频信息,识别元件20用于从摄像头拍摄的视频信息中提取列车的特征参数,以判断出被检列车的类型和/或行进情况。在视频中可对整个列车和列车中的部分车厢的图像都可以进行识别判断。In some embodiments, the remote detection component 10 includes a camera for taking video information of the inspected train, and the identification element 20 is used for extracting the characteristic parameters of the train from the video information taken by the camera to determine the type and type of the inspected train. /or travel conditions. In the video, the images of the whole train and some carriages in the train can be recognized and judged.

通过视频可直接提取列车的关键特征参数,例如列车颜色、长度、高度和轴距等,列车识别系统可采用大量样本进行深度学习,以将被检列车的类型的关键特征参数进行匹配,从而确定被检列车的类型。在识别列车类型时,可使摄像头从合适的角度进行拍摄,而且为了提高判断准确性,可安装多个摄像头从多个不同角度拍摄,以综合反映列车各个角度的细节。The key characteristic parameters of the train can be directly extracted from the video, such as train color, length, height and wheelbase, etc. The train recognition system can use a large number of samples for deep learning to match the key characteristic parameters of the type of the inspected train to determine The type of train being inspected. When identifying the type of train, the camera can be used to shoot from a suitable angle, and in order to improve the accuracy of judgment, multiple cameras can be installed to shoot from multiple different angles to comprehensively reflect the details of each angle of the train.

而且,通过视频中的图像可直观准确地判断出有无列车到来和行进方向,并直接判断出列车的行进路线,有效解决弯道和岔道等复杂轨道情况。Moreover, through the images in the video, it is possible to intuitively and accurately judge whether there is a train coming and the direction of travel, and directly judge the travel route of the train, effectively solving complex track conditions such as curves and forks.

另外,通过视频中的图像变化可准确地获得被检列车的行进速度。具体地,在摄像头视野范围内由远及近的方向选定第一位置和第二位置,从视频中获得被检列车由第一位置到达第二位置的帧数和所需时间,得出视频中的列车由第一位置到达第二位置的帧数率。再将得到的帧数率与列车在预设行进速度下的帧数率进行比较,可得出被检列车的行进速度。In addition, the travel speed of the inspected train can be accurately obtained through the image changes in the video. Specifically, select the first position and the second position from far to near within the field of view of the camera, obtain the number of frames and the required time for the inspected train to reach the second position from the first position from the video, and obtain the video The frame rate at which the train in the train travels from the first location to the second location. Then, comparing the obtained frame rate with the frame rate of the train at the preset traveling speed, the traveling speed of the inspected train can be obtained.

在摄像头视野范围内沿着列车的行进方向可以设置多个检测位置,任意两个检测位置均可以作为第一位置和第二位置实现速度检测,所以对于被检列车的速度检测可以连续、不间断地进行,同时还可以实现车辆方向的检测,比如停车、倒车等异常情况。Multiple detection positions can be set along the traveling direction of the train within the field of view of the camera, and any two detection positions can be used as the first position and the second position to realize speed detection, so the speed detection of the inspected train can be continuous and uninterrupted At the same time, it can also detect the direction of the vehicle, such as parking, reversing and other abnormal situations.

在一些实施例中,摄像头设有多个,多个摄像头设在同一区域,且具有不同的焦距,分别用于在列车相对于摄像头处于不同距离范围时进行拍摄,焦距大小与距离范围的远近呈正比,以保证列车由远及近行驶过程中的视频拍摄质量,为识别元件20的准确判断提供基础。In some embodiments, there are multiple cameras, and multiple cameras are set in the same area and have different focal lengths, which are respectively used for shooting when the train is in different distance ranges relative to the cameras, and the focal length is positive to the distance between the cameras. ratio, to ensure the video shooting quality of the train moving from far to near, and provide a basis for the accurate judgment of the recognition element 20.

通过安装不同焦距的摄像机,可对列车处于不同距离范围时进行拍摄,比如焦距小的摄像头近距离拍摄列车,焦距大的摄像头远程拍摄列车,焦距居中的摄像头拍摄处于中间距离位置的列车。比如10mm 焦距内的摄像头拍摄工作设备区域范围内的列车,10-30mm焦距的摄像头拍摄中间距离范围,30mm焦距以上的摄像头对更远的地方进行监控。By installing cameras with different focal lengths, the train can be photographed at different distances. For example, a camera with a small focal length can photograph the train at a close distance, a camera with a large focal length can photograph the train at a long distance, and a camera with a medium focal length can photograph the train at an intermediate distance. For example, a camera with a focal length of 10mm shoots trains within the working equipment area, a camera with a focal length of 10-30mm shoots a range of intermediate distances, and a camera with a focal length of 30mm or more monitors farther places.

每个摄像头均可以覆盖一定的范围,不同焦距的摄像头覆盖的范围也不同,只要多个摄像头实现由远及近的连续覆盖即可,无需整合各个摄像头的拍摄的视频。焦距最大的摄像头最早开始识别,之后是临近的,依次类推,只要摄像头范围内有火车,就一直识别。Each camera can cover a certain range, and cameras with different focal lengths can also cover different ranges. As long as multiple cameras can achieve continuous coverage from far to near, there is no need to integrate the videos shot by each camera. The camera with the largest focal length starts to recognize it first, and then it is close, and so on. As long as there is a train within the range of the camera, it will always be recognized.

通过使用不同焦距的摄像头,可以清楚地观察不同的距离范围,这样就不用在设备之外安装过多的其它设备来检测、观察当地的情况,只需将远程检测部件10都集中安装在工作设备区域内,可使远程检测部件10和工作设备整体结构更加紧凑,减少占用空间,易于维护。By using cameras with different focal lengths, different distance ranges can be clearly observed, so that there is no need to install too many other devices outside the device to detect and observe the local situation, and only need to install the remote detection components 10 centrally on the working device In the region, the overall structure of the remote detection component 10 and the working equipment can be made more compact, which reduces the occupied space and is easy to maintain.

进一步地,摄像头的拍摄角度、高度和/或焦距可调。通过对摄像头拍摄角度的调整,可调节对列车的最佳拍摄角度,也可针对列车在多条并排铁轨上的位置进行调整;通过对摄像头拍摄高度的调整,可调节拍摄远点的位置,为列车类型和/或行进情况的识别留出足够的时间。通过对摄像头焦距的调整,可根据需要拍摄视频的距离范围。Further, the shooting angle, height and/or focal length of the camera are adjustable. By adjusting the shooting angle of the camera, the best shooting angle of the train can be adjusted, and the position of the train on multiple side-by-side rails can also be adjusted; by adjusting the shooting height of the camera, the position of the far point of the shooting can be adjusted for Allow sufficient time for identification of train type and/or travel conditions. By adjusting the focal length of the camera, the distance range of the video can be shot according to the needs.

通过对视频流的图像分析和识别,可判断是否有列车到来,在预设摄像头拍摄角度、高度、焦距等参数后,可按照前述方法确定第一位置和第二位置,以对列车的进行速度测量。Through the image analysis and recognition of the video stream, it can be judged whether there is a train coming. After the camera shooting angle, height, focal length and other parameters are preset, the first position and the second position can be determined according to the aforementioned method to determine the speed of the train. Measurement.

在一些实施例中,如果需要采用一套检查设备30对多条轨道进行检查,可采用两种方式。其一,摄像头设有一个,将拍摄的视频划分为不同区域以对应不同的轨道。其二,摄像头设有多个,多个摄像头分别对应拍摄不同的轨道,以对行驶于不同轨道上的列车进行检测和识别。In some embodiments, if a set of inspection equipment 30 needs to be used to inspect multiple tracks, two methods can be used. First, the camera is equipped with a camera that divides the captured video into different areas corresponding to different tracks. Second, a plurality of cameras are provided, and the plurality of cameras correspond to photographing different tracks respectively, so as to detect and identify trains running on different tracks.

上述实施例中的远程检测部件10除了采用摄像头,还可以采用激光或雷达。其中,激光检测可以一定的频率进行扫描,利用激光测距的原理进行检测,以获取被检列车的轮廓信息,从而匹配识别出列车类型,或判断列车行进情况。雷达检测是用电磁波发现目标被检列车并测定其空间位置,雷达发射电磁波对目标进行照射并接收其回波,由此可获得目标至电磁波发射点的距离、距离变化率(径向速度)、方位、高度等信息。In addition to the camera, the remote detection component 10 in the above embodiment may also use laser or radar. Among them, laser detection can be scanned at a certain frequency, and the principle of laser ranging is used for detection to obtain the outline information of the inspected train, so as to match and identify the type of train, or judge the progress of the train. Radar detection is to use electromagnetic waves to find the target train and measure its spatial position. The radar emits electromagnetic waves to irradiate the target and receive its echo, so that the distance from the target to the electromagnetic wave emission point, the distance change rate (radial velocity), and the distance change rate (radial velocity) can be obtained. location, altitude, etc.

其次,本发明还提供了一种基于上述实施例所述列车识别系统的识别方法,在一个实施例中,包括:Secondly, the present invention also provides a recognition method based on the train recognition system described in the above embodiments, in one embodiment, including:

远程检测部件10通过远程监测的方式获取被检列车的整体特征信息;The remote detection component 10 obtains the overall feature information of the inspected train by means of remote monitoring;

识别元件20根据获取的整体特征信息判断出被检列车的类型和/ 或行进情况。The recognition component 20 judges the type and/or travel situation of the inspected train according to the acquired overall feature information.

进一步地,识别元件20从获取的整体特征信息中提取列车的特征参数,以判断出被检列车行进速度的步骤具体包括:Further, the identification component 20 extracts the characteristic parameters of the train from the obtained overall characteristic information, so as to determine the speed of the train to be inspected. The step specifically includes:

在摄像头视野范围内由远及近的方向选定第一位置和第二位置;Select the first position and the second position from far to near within the field of view of the camera;

从视频中获得被检列车由第一位置到达第二位置的帧数和所需时间,得出视频中的被检列车由第一位置到达第二位置的帧数率;Obtain the number of frames and the required time for the inspected train to arrive at the second location from the first position from the video, and obtain the frame rate of the inspected train in the video from the first location to the second location;

将被检列车的帧数率与列车在预设行进速度下的帧数率进行比较,以得出被检列车的行进速度。The frame rate of the inspected train is compared with the frame rate of the train at a preset travel speed to obtain the travel speed of the inspected train.

该实施例可通过视频中的图像变化可准确地获得被检列车的行进速度。In this embodiment, the travel speed of the inspected train can be accurately obtained through image changes in the video.

再次,本发明还提供了一种列车安全检查系统,如图2所示,包括检查设备30、辐射控制元件40和上述实施例的列车识别系统,辐射控制元件40与检查设备30和识别元件20连接。其中,检查设备 30用于对被检列车进行安全检查,在需要进行扫描检查时,使检查设备30中的射线源发出射线,以对通过的列车进行扫描检查,判断列车中的货物是否符合安全标准。列车识别系统设在邻近检查设备30所在区域,辐射控制元件40用于根据识别元件20判断出的被检列车的类型和/或行进情况控制检查设备30的工作状态。其中,辐射控制元件40可以采用硬件的辐射控制电路或PLC控制元件等器件。Again, the present invention also provides a kind of train safety inspection system, as shown in Figure 2, comprises inspection equipment 30, radiation control element 40 and the train identification system of above-mentioned embodiment, radiation control element 40 and inspection equipment 30 and identification element 20 connect. Wherein, the inspection equipment 30 is used to carry out safety inspection on the train to be inspected. When scanning inspection is required, the radiation source in the inspection equipment 30 is made to emit radiation to scan and inspect the passing train to determine whether the goods in the train meet the safety requirements. standard. The train identification system is set in the area adjacent to the inspection equipment 30 , and the radiation control element 40 is used to control the working state of the inspection equipment 30 according to the type and/or running condition of the inspected train judged by the identification element 20 . Wherein, the radiation control element 40 may adopt a hardware radiation control circuit or a PLC control element and other devices.

在该实施例中,由于远程检测部件10采用远程监测的方式,因而可将远程检测部件10布置在邻近检查设备30所在区域,使设备整体布局紧凑,占地面积小,维护方便。在选择安装场地时灵活度更大,不用考虑弯道、岔道和车站等情况。而且,远程检测部件10对列车类型和行进情况的判断较为准确,可精确地控制检查设备30的启停和发出射线时机。另外,远程检测部件10能够提早识别列车类型和行进情况,并提高信息处理速度,可使检查设备30全面及时地对列车中的货物进行检查,避免出现漏检。In this embodiment, since the remote detection unit 10 adopts a remote monitoring method, the remote detection unit 10 can be arranged in the area adjacent to the inspection equipment 30, so that the overall layout of the equipment is compact, the floor space is small, and the maintenance is convenient. There is greater flexibility in choosing the installation site, regardless of conditions such as curves, forks and stations. Moreover, the remote detection component 10 can accurately judge the type of the train and the running situation, and can accurately control the start and stop of the inspection equipment 30 and the timing of emitting rays. In addition, the remote detection component 10 can identify the type of train and the running situation in advance, and improve the information processing speed, so that the inspection equipment 30 can comprehensively and timely inspect the goods in the train to avoid missing inspections.

而现有技术中采用线阵相机由于需要拼接图像,为了给提早识别,远程检测部件10只能与检查设备30间隔一段距离设置,使整个列车安全检查系统需要占据较大的空间,需要在不同地点分别维护。而且只能单次对列车进行识别,识别结果准确度不高,可能导致列出中的货物出现漏检。However, in the prior art, line array cameras need to be spliced, and in order to recognize early, the remote detection unit 10 can only be set at a certain distance from the inspection equipment 30, so that the entire train safety inspection system needs to occupy a larger space and needs to be installed in different locations. The locations are maintained separately. Moreover, the train can only be identified once, and the accuracy of the identification result is not high, which may lead to missing inspection of the listed goods.

在一些实施例中,辐射控制元件40用于在识别元件20判断出即将到来的被检列车中存在货车车厢的情况下开启检查设备30进行预热等准备工作,在不存在货车车厢的情况下使检查设备30保持关闭状态,例如,列车为单机车或是双机车等不包含车厢的结构,或是整列车都为客车等。In some embodiments, the radiation control element 40 is used to turn on the inspection equipment 30 to perform preheating and other preparatory work when the identification element 20 determines that there is a freight car in the upcoming train to be inspected. The inspection equipment 30 is kept closed, for example, the train is a structure that does not include a carriage such as a single locomotive or a double locomotive, or the entire train is a passenger car.

通过远程检测部件10的远程监测,可使识别元件20提前判断出即将到来的被检列车中是否存在货车车厢,如果存在则开启检查设备 30,以提前进行预热,待货车车厢经过检查设备30时再发出射线,这样能够使检查状态设备在货车车厢经过时及时地处于检查状态。如果不存在货车车厢则使检查设备30保持关闭,降低检查设备30的功率消耗,并减少设备损耗。Through the remote monitoring of the remote detection component 10, the identification element 20 can be judged in advance whether there is a truck compartment in the upcoming inspected train, and if there is, the inspection device 30 is turned on to preheat in advance, and the truck compartment passes through the inspection device 30 When the ray is emitted, the inspection state equipment can be in the inspection state in time when the truck compartment passes by. Keeping the inspection device 30 off if no truck bed is present reduces the power consumption of the inspection device 30 and reduces equipment wear and tear.

在一些实施例中,辐射控制元件40用于在识别元件20判断出有货车车厢通过检查设备30的情况下使检查设备30发出射线,并在识别元件20判断出有机车或客车车厢通过检查设备30,或者被检列车的行进速度减小至预设值或停止的情况下,使检查设备30停止发出射线或减小射线发出剂量。In some embodiments, the radiation control element 40 is used to cause the inspection device 30 to emit rays when the identification element 20 determines that a truck compartment passes the inspection device 30, and when the identification element 20 determines that a locomotive or a passenger car compartment passes the inspection device 30, or when the travel speed of the inspected train decreases to a preset value or stops, the inspection device 30 stops emitting radiation or reduces the radiation dose.

该实施例在识别出列车中有货车车厢通过检查设备30时就发出射线检查货物,可全面地对列车中承载的货物进行检查,在机车或客车车厢通过检查设备30时就停止发出射线,或减小射线发出剂量,能够减小射线对人员造成的伤害,提高检查设备30对于列车检查的安全性。另外,当列车行进速度减小至预设值或停止的情况下,为了防止稍后有人员从列车中出来,也可使检查设备30停止发出射线。In this embodiment, when it is recognized that there is a freight car in the train passing the inspection device 30, it will emit radiation to inspect the goods, which can comprehensively inspect the goods carried in the train, and stop emitting the radiation when the locomotive or passenger carriage passes the inspection device 30, or Reducing the emitted dose of radiation can reduce the damage caused by radiation to personnel, and improve the safety of the inspection equipment 30 for train inspection. In addition, when the speed of the train decreases to a preset value or stops, in order to prevent people from getting out of the train later, the inspection device 30 can also stop emitting rays.

在一些实施例中,辐射控制元件40用于调整检查设备30的扫描频率与识别元件20判断出的被检列车的行进速度相匹配。通过视频流获得列车行进的速度,可对检查设备30的扫描频率进行实时调整,以保证扫描的图像不失真,从而更清楚地观察到货车内部的货物情况。In some embodiments, the radiation control element 40 is used to adjust the scanning frequency of the inspection device 30 to match the traveling speed of the inspected train judged by the identification element 20 . The speed of the train is obtained through the video stream, and the scanning frequency of the inspection device 30 can be adjusted in real time to ensure that the scanned image is not distorted, so that the goods inside the truck can be observed more clearly.

在一些实施例中,列车识别系统集成设置在检查设备30上。这样远程检测部件10无需占用额外的空间,设备布局紧凑、占地面积小,便于扫描检查设备30的布置、安装,而且可将列车安全检查系统作为整体的设备进行维护,在选择安装场地时灵活度更大,不用考虑弯道、岔道、车站等情况。另外,识别元件20可独立设置,也可与检查设备 30自身的控制系统集成设置。In some embodiments, the train identification system is integrated on the inspection device 30 . In this way, the remote detection component 10 does not need to take up extra space, the equipment layout is compact, and the floor space is small, which is convenient for the arrangement and installation of the scanning inspection equipment 30, and the train safety inspection system can be maintained as a whole equipment, which is flexible when selecting the installation site. The degree is larger, and there is no need to consider the conditions such as curves, forks, stations, etc. In addition, the identification element 20 can be set independently, and can also be integrated with the control system of the inspection device 30 itself.

最后,本发明提供了一种基于上述列车识别系统或列车安全检查系统的检查方法,在一个实施例中,包括:Finally, the present invention provides an inspection method based on the above-mentioned train identification system or train safety inspection system, in one embodiment, including:

步骤101、判断被检列车的类型和/或行进情况;Step 101, judging the type and/or running situation of the checked train;

步骤102、根据判断出的被检列车的类型和/或行进情况控制检查设备30的工作状态。Step 102: Control the working state of the inspection equipment 30 according to the determined type and/or travel situation of the inspected train.

其中,步骤101可由识别元件20实时执行,步骤102可由辐射控制元件40执行。在该实施例中,由于远程检测部件10采用远程监测的方式,远程检测部件10对列车类型和行进情况的判断较为准确,可精确地控制检查设备30的启停和发出射线时机。另外,远程检测部件10能够提早识别列车类型和行进情况,并提高信息处理速度,可使检查设备30全面及时地对列车中的货物进行检查,避免出现漏检。Wherein, step 101 may be performed by the identification component 20 in real time, and step 102 may be performed by the radiation control component 40 . In this embodiment, since the remote detection unit 10 adopts a remote monitoring method, the remote detection unit 10 can accurately determine the type of train and the running situation, and can accurately control the start and stop of the inspection device 30 and the timing of emitting rays. In addition, the remote detection component 10 can identify the type of train and the running situation in advance, and improve the information processing speed, so that the inspection equipment 30 can comprehensively and timely inspect the goods in the train to avoid missing inspections.

在一些实施例中,步骤102具体包括:In some embodiments, step 102 specifically includes:

步骤201、在判断出被检列车即将到来时,再判断被检列车中是否存在货车车厢,如果存在则执行步骤202,否则执行步骤203;Step 201, when it is judged that the inspected train is about to come, then judge whether there is a freight car in the inspected train, if there is, execute step 202, otherwise execute step 203;

步骤202、开启检查设备30进行预热;Step 202, turn on the inspection device 30 for preheating;

步骤203、使检查设备30保持关闭状态。Step 203, keeping the inspection device 30 in a closed state.

其中,步骤201-203由辐射控制元件40执行。该实施例既能够使检查状态设备在货车车厢经过时及时地处于检查状态,而且可在不存在货车车厢的情况下使检查设备30保持关闭,降低检查设备30的功率消耗,并减少设备损耗。Wherein, steps 201-203 are performed by the radiation control element 40 . This embodiment can not only make the inspection state equipment in the inspection state in time when the truck compartment passes by, but also keep the inspection device 30 closed when there is no truck compartment, reduce the power consumption of the inspection device 30, and reduce equipment loss.

在一些实施例中,步骤102具体包括:In some embodiments, step 102 specifically includes:

步骤301、在检查设备30开启的状态下,判断通过检查设备30 的列车车型,若有货车车厢通过检查设备30,则执行步骤302;若有机车或客车车厢通过检查设备30,则执行步骤303;Step 301, in the state where the inspection device 30 is turned on, determine the type of train that has passed the inspection device 30, if there is a freight car that passes the inspection device 30, then perform step 302; if an locomotive or passenger car passes the inspection device 30, then perform step 303 ;

步骤302、使检查设备30发出射线进行检查;Step 302, make the inspection equipment 30 emit radiation for inspection;

步骤303、使检查设备30停止发出射线或减小射线发出剂量。Step 303, stop the inspection device 30 from emitting radiation or reduce the dose of radiation emitted.

其中,步骤301-303由辐射控制元件40执行。该实施例在识别出列车中有货车车厢通过检查设备30时就发出射线检查货物,可全面地对列车中承载的货物进行检查,在机车或客车车厢通过检查设备30 时就停止发出射线,或减小射线发出剂量,能够减小射线对人员造成的伤害,提高检查设备30对于列车检查的安全性。Wherein, steps 301-303 are performed by the radiation control element 40 . In this embodiment, when it is recognized that there is a freight car in the train passing the inspection device 30, it will emit radiation to inspect the goods, which can comprehensively inspect the goods carried in the train, and stop emitting the radiation when the locomotive or passenger carriage passes the inspection device 30, or Reducing the emitted dose of radiation can reduce the damage caused by radiation to personnel, and improve the safety of the inspection equipment 30 for train inspection.

在一些实施例中,步骤102具体包括:在被检列车的行进速度减小至预设值或停止的情况下,使检查设备30停止发出射线或减小射线发出剂量。该实施例的目的是防止稍后从列车中出来的人员受到射线伤害,提高人员安全性。In some embodiments, step 102 specifically includes: when the traveling speed of the inspected train decreases to a preset value or stops, stopping the inspection device 30 from emitting radiation or reducing the emitted radiation dose. The purpose of this embodiment is to prevent the personnel coming out of the train later from being injured by radiation, so as to improve the safety of personnel.

在一些实施例中,本发明的列车安全检查方法还包括:In some embodiments, the train safety inspection method of the present invention also includes:

步骤103、调整检查设备30的扫描频率与被检列车的行进速度相匹配。Step 103, adjusting the scanning frequency of the inspection device 30 to match the traveling speed of the inspected train.

步骤103在图中未示出,可由辐射控制元件40执行,可在列车在视频中出现后并在通过检查设备30之间随时进行调整。通过视频流获得列车行进的速度,可对检查设备30的扫描频率进行实时调整,以保证扫描的图像不失真,从而更清楚地观察到货车内部的货物情况。Step 103 is not shown in the figure, but can be performed by the radiation control unit 40 , and can be adjusted at any time after the train appears in the video and passes through the inspection device 30 . The speed of the train is obtained through the video stream, and the scanning frequency of the inspection device 30 can be adjusted in real time to ensure that the scanned image is not distorted, so that the goods inside the truck can be observed more clearly.

由此,本发明的列车识别系统和方法能够远程检测有无列车到来、行进速度、行进方向和列车类型等,无需在离检查设备30较远的位置安装传感器、检测器件等,可有效减小占地面积,避免在铁轨上安装器件。而且对于列车类型能够多次、实时识别地进行判断,对于单轨、双轨、甚至多条轨道,弯道、岔道等复杂轨道情况,都能够提高系统的综合判断能力,从而提高检查设备30使用的安全性,同时减少火车在轨道上由于颠簸等情况对传感器产生的影响,为检查设备30 稳定可靠运行提供基础。Thus, the train identification system and method of the present invention can remotely detect the arrival of a train, its traveling speed, its traveling direction, and its type, without installing sensors, detection devices, etc. Small footprint, to avoid installing devices on rails. Moreover, the train type can be judged repeatedly and in real time, and the comprehensive judgment ability of the system can be improved for single-track, double-track, or even multiple tracks, curves, sideways and other complex track conditions, thereby improving the safety of the inspection equipment 30 used. and at the same time reduce the impact of the train on the track due to bumps and other conditions on the sensor, providing a basis for the stable and reliable operation of the inspection device 30 .

以上对本发明所提供的一种列车识别系统以及列车安全检查系统进行了详细介绍。本文中应用了具体的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。应当指出,对于本技术领域的普通技术人员来说,在不脱离本发明原理的前提下,还可以对本发明进行若干改进和修饰,这些改进和修饰也落入本发明权利要求的保护范围内。The train identification system and the train safety inspection system provided by the present invention have been introduced in detail above. In this paper, specific examples are used to illustrate the principles and implementation modes of the present invention, and the descriptions of the above examples are only used to help understand the method and core idea of the present invention. It should be pointed out that for those skilled in the art, without departing from the principle of the present invention, some improvements and modifications can be made to the present invention, and these improvements and modifications also fall within the protection scope of the claims of the present invention.

Claims (12)

1.一种列车识别系统,其特征在于,包括远程检测部件(10)和识别元件(20),所述识别元件(20)与所述远程检测部件(10)连接,其中,所述远程检测部件(10)被配置为通过远程监测的方式获取被检列车的整体特征信息,所述识别元件(20)被配置为在获取到所述整体特征信息的情况下识别出被检列车的类型和/或行进情况。1. A train identification system, characterized in that it comprises a remote detection component (10) and an identification element (20), and the identification element (20) is connected with the remote detection component (10), wherein the remote detection The component (10) is configured to obtain the overall characteristic information of the inspected train through remote monitoring, and the identification element (20) is configured to identify the type and type of the inspected train when the overall characteristic information is obtained. /or travel conditions. 2.根据权利要求1所述的列车识别系统,其特征在于,2. The train identification system according to claim 1, characterized in that, 所述被检列车的类型包括机车、货车、客车和/或工程车;或者The type of the inspected train includes locomotives, freight cars, passenger cars and/or engineering vehicles; or 所述被检列车的行进情况包括:有无列车到来、行进方向、行进路线和/或行进速度。The traveling condition of the inspected train includes: whether there is a train coming, traveling direction, traveling route and/or traveling speed. 3.根据权利要求1所述的列车识别系统,其特征在于,所述远程检测部件(10)包括摄像头,被配置为拍摄所述被检列车的视频信息。3. The train identification system according to claim 1, characterized in that the remote detection component (10) includes a camera configured to capture video information of the inspected train. 4.根据权利要求3所述的列车识别系统,其特征在于,所述摄像头设有多个,多个所述摄像头具有不同的焦距,分别被配置为在列车处于不同距离范围时进行拍摄。4 . The train identification system according to claim 3 , wherein the cameras are provided with a plurality of cameras with different focal lengths, and are respectively configured to take pictures when the train is in different distance ranges. 5.根据权利要求3所述的列车识别系统,其特征在于,所述摄像头的拍摄角度、高度和/或焦距可调。5. The train identification system according to claim 3, characterized in that, the shooting angle, height and/or focal length of the camera are adjustable. 6.根据权利要求3所述的列车识别系统,其特征在于,6. The train identification system according to claim 3, characterized in that, 所述摄像头设有一个,拍摄的视频划分为不同区域以对应不同的轨道;或者The camera is provided with one, and the captured video is divided into different areas to correspond to different tracks; or 所述摄像头设有多个,多个所述摄像头分别对应拍摄不同的轨道。There are multiple cameras, and the multiple cameras respectively correspond to shooting different tracks. 7.根据权利要求1所述的列车识别系统,其特征在于,所述远程检测部件(10)包括激光或雷达。7. The train identification system according to claim 1, characterized in that the remote detection component (10) comprises laser or radar. 8.一种列车安全检查系统,其特征在于,包括:8. A train safety inspection system, characterized in that it comprises: 检查设备(30),被配置为对被检列车进行安全检查;An inspection device (30), configured to perform a safety inspection on the inspected train; 权利要求1~7任一所述的列车识别系统,设在邻近所述检查设备(30)所在区域;和The train identification system according to any one of claims 1 to 7, which is located in an area adjacent to the inspection equipment (30); and 辐射控制元件(40),被配置为根据所述识别元件(20)识别出的被检列车的类型和/或行进情况控制所述检查设备(30)的工作状态。The radiation control element (40) is configured to control the working state of the inspection equipment (30) according to the type and/or running situation of the inspected train identified by the identification element (20). 9.根据权利要求8所述的列车安全检查系统,其特征在于,所述辐射控制元件(40)被配置为在所述识别元件(20)识别出即将到来的被检列车中存在货车车厢的情况下开启所述检查设备(30)进行预热,在不存在货车车厢的情况下使所述检查设备(30)保持关闭状态。9. The train safety inspection system according to claim 8, characterized in that, the radiation control element (40) is configured to recognize that there is a freight car in the upcoming inspected train by the identification element (20). The inspection device (30) is turned on for preheating under normal circumstances, and the inspection device (30) is kept closed under the absence of a truck compartment. 10.根据权利要求8所述的列车安全检查系统,其特征在于,所述辐射控制元件(40)被配置为在所述识别元件(20)识别出有货车车厢通过所述检查设备(30)的情况下使所述检查设备(30)发出射线,并在所述识别元件(20)判断出有机车或客车车厢通过所述检查设备(30),或者所述被检列车的行进速度减小至预设值或停止的情况下,使所述检查设备(30)停止发出射线。10. The train safety inspection system according to claim 8, characterized in that, the radiation control element (40) is configured to identify a freight car passing through the inspection device (30) when the identification element (20) recognizes Under the situation that makes described inspection equipment (30) send out ray, and when described identification element (20) judges locomotive or passenger car carriage passes described inspection equipment (30), or the travel speed of described inspected train reduces When reaching a preset value or stopping, the inspection device (30) stops emitting rays. 11.根据权利要求8所述的列车安全检查系统,其特征在于,所述辐射控制元件(40)被配置为调整所述检查设备(30)的扫描频率与所述识别元件(20)识别出的被检列车的行进速度相匹配。11. The train safety inspection system according to claim 8, characterized in that, the radiation control element (40) is configured to adjust the scanning frequency of the inspection device (30) and the identification element (20) to identify The travel speed of the inspected train matches. 12.根据权利要求8所述的列车安全检查系统,其特征在于,所述列车识别系统集成设置在所述检查设备(30)上。12. The train safety inspection system according to claim 8, characterized in that the train identification system is integrated on the inspection device (30).
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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2020088197A1 (en) * 2018-11-01 2020-05-07 同方威视技术股份有限公司 Train identification system and method thereof, train safety inspection system and method thereof
CN116985872A (en) * 2023-09-25 2023-11-03 今创集团股份有限公司 High-speed rail stop position detection method, platform screen door control method and system

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2020088197A1 (en) * 2018-11-01 2020-05-07 同方威视技术股份有限公司 Train identification system and method thereof, train safety inspection system and method thereof
GB2593087A (en) * 2018-11-01 2021-09-15 Nutech Company Ltd Train identification system and method thereof, train safety inspection system and method thereof
GB2593087B (en) * 2018-11-01 2023-04-05 Nutech Company Ltd Train identification system and method, and train safety inspection system and method
US11952027B2 (en) 2018-11-01 2024-04-09 Nuctech Company Limited Train identification system and method, and train safety inspection system and method
CN116985872A (en) * 2023-09-25 2023-11-03 今创集团股份有限公司 High-speed rail stop position detection method, platform screen door control method and system
CN116985872B (en) * 2023-09-25 2024-03-26 今创集团股份有限公司 High-speed rail stop position detection method, platform screen door control method and system

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