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CN117905137A - Bucket tooth state detection system and loading equipment - Google Patents

Bucket tooth state detection system and loading equipment Download PDF

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Publication number
CN117905137A
CN117905137A CN202410261900.5A CN202410261900A CN117905137A CN 117905137 A CN117905137 A CN 117905137A CN 202410261900 A CN202410261900 A CN 202410261900A CN 117905137 A CN117905137 A CN 117905137A
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Prior art keywords
bucket
information
teeth
tooth
state
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肖亮
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Beijing Yikong Zhijia Technology Co Ltd
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Beijing Yikong Zhijia Technology Co Ltd
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    • EFIXED CONSTRUCTIONS
    • E02HYDRAULIC ENGINEERING; FOUNDATIONS; SOIL SHIFTING
    • E02FDREDGING; SOIL-SHIFTING
    • E02F9/00Component parts of dredgers or soil-shifting machines, not restricted to one of the kinds covered by groups E02F3/00 - E02F7/00
    • E02F9/26Indicating devices
    • EFIXED CONSTRUCTIONS
    • E02HYDRAULIC ENGINEERING; FOUNDATIONS; SOIL SHIFTING
    • E02FDREDGING; SOIL-SHIFTING
    • E02F9/00Component parts of dredgers or soil-shifting machines, not restricted to one of the kinds covered by groups E02F3/00 - E02F7/00
    • E02F9/26Indicating devices
    • E02F9/267Diagnosing or detecting failure of vehicles

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  • Engineering & Computer Science (AREA)
  • Mining & Mineral Resources (AREA)
  • Civil Engineering (AREA)
  • General Engineering & Computer Science (AREA)
  • Structural Engineering (AREA)
  • Component Parts Of Construction Machinery (AREA)

Abstract

本公开提供一种斗齿状态检测系统及装载设备,该系统包括:装载设备,该装载设备包括具有多个斗齿的挖斗;其中,所述装载设备上设置有采集装置,用于采集挖斗的多个斗齿的相关数据信息;以及运输设备,该运输设备用于运送装载设备的挖斗装载的物料;其中,该系统还包括斗齿异常判定单元以及信息提示单元,其中,所述斗齿异常判定单元用于根据采集装置采集的多个斗齿的相关数据信息,判定斗齿异常状态信息;信息提示单元,用于对斗齿异常状态信息进行提示。本公开的斗齿状态检测系统及装载设备,通过斗齿状态检测系统自动检测斗齿信息,并判断斗齿是否存在异常,以对作业人员进行提示,有效的提高装载设备工作效率及安全系数。

The present disclosure provides a bucket tooth state detection system and loading equipment, the system comprising: loading equipment, the loading equipment comprising a bucket with multiple bucket teeth; wherein the loading equipment is provided with a collection device for collecting relevant data information of the multiple bucket teeth of the bucket; and transportation equipment, the transportation equipment is used to transport the materials loaded by the bucket of the loading equipment; wherein the system also comprises a bucket tooth abnormality determination unit and an information prompting unit, wherein the bucket tooth abnormality determination unit is used to determine bucket tooth abnormal state information according to the relevant data information of the multiple bucket teeth collected by the collection device; the information prompting unit is used to prompt the bucket tooth abnormal state information. The bucket tooth state detection system and loading equipment disclosed in the present disclosure automatically detect bucket tooth information through the bucket tooth state detection system, and determine whether there is an abnormality in the bucket tooth, so as to prompt the operator, and effectively improve the working efficiency and safety factor of the loading equipment.

Description

斗齿状态检测系统及装载设备Bucket tooth status detection system and loading equipment

技术领域Technical Field

本公开属于自动驾驶技术领域,具体涉及一种斗齿状态检测系统及装载设备。The present invention belongs to the technical field of automatic driving, and in particular relates to a bucket tooth state detection system and loading equipment.

背景技术Background technique

露天矿山装载设备,例如挖掘机,在挖斗进行挖掘作业时,斗齿在切割物料的过程中,由于物料的坚硬度或者工作人员的操作不当,容易造成挖斗上的斗齿脱落或者断裂。When open-pit mine loading equipment, such as excavators, is digging with the bucket, the bucket teeth may fall off or break during the process of cutting materials due to the hardness of the materials or improper operation of the staff.

当发生斗齿脱落或者断裂时,如果不能及时发现并进行处理,会对后续的挖掘以及装载工作造成影响,例如,挖斗的斗齿断裂或者缺失,会降低装载设备的工作效率;同时,脱落的斗齿混入物料中会对后续的生产工作带来安全隐患。When bucket teeth fall off or break, if they are not discovered and handled in time, it will affect the subsequent excavation and loading work. For example, broken or missing bucket teeth will reduce the working efficiency of the loading equipment. At the same time, the fallen bucket teeth mixed with the material will bring safety hazards to subsequent production work.

相关技术中,通常采用人工方式对斗齿的状态进行查验。但是鉴于矿区复杂的工作环境,工作人员不能经常下车对斗齿的状态进行查验;而且在矿区存在大量的无人驾驶车辆和装载车辆,工作人员经常下车对其自身存在安全风险。In the related art, the status of bucket teeth is usually checked manually. However, due to the complex working environment in the mining area, workers cannot often get off the vehicle to check the status of bucket teeth. In addition, there are a large number of unmanned vehicles and loading vehicles in the mining area, and workers often get off the vehicle, which poses a safety risk to themselves.

因此如何及时检测装载设备的斗齿的异常状态,是本领域亟需解决的技术问题。Therefore, how to timely detect the abnormal state of the bucket teeth of the loading equipment is a technical problem that needs to be solved urgently in this field.

发明内容Summary of the invention

本公开的实施例旨在至少解决现有技术中存在的技术问题之一,提供一种斗齿状态检测系统及装载设备,通过设置在装载设备上的斗齿检测单元,检测并判定斗齿脱落或断裂的异常情况,对作业人员及时提示,提高效率降低安全风险。The embodiments of the present disclosure aim to solve at least one of the technical problems existing in the prior art, and provide a bucket tooth status detection system and a loading device. By means of a bucket tooth detection unit arranged on the loading device, an abnormal situation of bucket tooth falling off or breaking is detected and determined, and an operator is promptly prompted to improve efficiency and reduce safety risks.

本公开的第一方面,提供一种斗齿状态检测系统,包括:A first aspect of the present disclosure provides a bucket tooth state detection system, comprising:

装载设备,所述装载设备包括具有多个斗齿的挖斗;其中,所述装载设备上设置有采集装置,所述采集装置用于采集所述挖斗的所述多个斗齿的相关数据信息;以及A loading device, the loading device comprising a bucket having a plurality of teeth; wherein a collecting device is provided on the loading device, the collecting device being used to collect data information related to the plurality of teeth of the bucket; and

运输设备,所述运输设备用于运送所述装载设备的所述挖斗装载的物料;其中,A transport device, the transport device is used to transport the materials loaded in the bucket of the loading device; wherein,

所述系统还包括斗齿异常判定单元以及信息提示单元,其中,所述斗齿异常判定单元用于根据所述采集装置采集的所述多个斗齿的相关数据信息,判定斗齿异常状态信息;所述信息提示单元,用于对所述斗齿异常状态信息进行提示。The system also includes a bucket tooth abnormality determination unit and an information prompting unit, wherein the bucket tooth abnormality determination unit is used to determine bucket tooth abnormality status information based on relevant data information of the multiple bucket teeth collected by the collection device; the information prompting unit is used to prompt the bucket tooth abnormal status information.

进一步的,所述系统还包括:行驶控制单元,用于根据所述信息提示单元所提示的信息对所述运输设备的行驶策略进行控制。Furthermore, the system also includes: a driving control unit, which is used to control the driving strategy of the transportation equipment according to the information prompted by the information prompting unit.

进一步的,所述采集装置包括图像采集装置、激光雷达传感器和毫米波雷达传感器中的至少一个。Furthermore, the acquisition device includes at least one of an image acquisition device, a laser radar sensor and a millimeter wave radar sensor.

进一步的,所述装载设备还包括挖斗状态获取模块,所述挖斗状态获取模块用于获取所述挖斗的状态信息,并且在基于所述状态信息确定所述挖斗处于指定状态时,所述采集装置进行对所述多个斗齿的相关数据信息的采集。Furthermore, the loading equipment also includes a bucket state acquisition module, which is used to acquire state information of the bucket, and when it is determined that the bucket is in a specified state based on the state information, the acquisition device collects relevant data information of the multiple bucket teeth.

进一步的,所述指定状态包括以下至少之一:Further, the specified state includes at least one of the following:

所述挖斗的斗齿全部露出的状态,所述挖斗的斗齿部分露出的状态,所述挖斗臂启动运行但尚未装载物料的状态,所述挖斗启动并运行指定时间的状态,所述挖斗启动并运行指定位移的状态,所述挖斗处于悬空状态。The bucket teeth are in a state where they are fully exposed, the bucket teeth are in a state where they are partially exposed, the bucket arm is started and running but has not yet been loaded with materials, the bucket is started and running for a specified time, the bucket is started and running for a specified displacement, and the bucket is in a suspended state.

进一步的,所述挖斗状态获取模块用于确定所述装载设备所获取的控制指令,并在所述控制指令满足指定条件的情况下,确定所述挖斗处于所述指定状态。Furthermore, the bucket state acquisition module is used to determine the control instruction acquired by the loading device, and determine that the bucket is in the specified state when the control instruction meets a specified condition.

进一步的,所述控制指令满足指定条件包括:所述控制指令为目标指令,和/或,所述装载设备获取到目标指令达到指定时长。Furthermore, the control instruction satisfies a specified condition including: the control instruction is a target instruction, and/or the loading device acquires the target instruction for a specified period of time.

进一步的,所述多个斗齿的相关数据信息包括图像信息,所述系统还包括:处理单元,用于对所述采集装置采集的所述多个斗齿的相关数据信息进行过滤处理,得到所述多个斗齿的目标状态信息,所述目标状态信息用于所述斗齿异常判定单元判定所述斗齿异常状态信息,所述过滤处理包括将所述图像信息中对应目标物的位置和/或姿态不满足指定条件的图像剔除。Furthermore, the relevant data information of the multiple bucket teeth includes image information, and the system also includes: a processing unit, used to filter the relevant data information of the multiple bucket teeth collected by the collection device to obtain target state information of the multiple bucket teeth, the target state information is used by the bucket tooth abnormality judgment unit to judge the bucket tooth abnormal state information, and the filtering process includes eliminating images whose position and/or posture of the corresponding target object in the image information does not meet specified conditions.

进一步的,所述系统还包括通信单元,所述通信单元用于将所述斗齿异常状态信息发送给云平台;所述云平台用于根据所述斗齿异常状态信息,判定所述装载设备与所述运输设备是否存在碰撞风险,并根据碰撞风险的判定结果对所述运输设备和/或所述装载设备进行控制。Furthermore, the system also includes a communication unit, which is used to send the bucket tooth abnormal status information to the cloud platform; the cloud platform is used to determine whether there is a collision risk between the loading equipment and the transportation equipment based on the bucket tooth abnormal status information, and control the transportation equipment and/or the loading equipment based on the collision risk determination result.

进一步的,所述云平台还用于在判定出所述装载设备与所述运输设备存在碰撞风险的情况下,对所述装载设备的安全围栏进行调整,其中,调整后的安全围栏和所述斗齿异常状态信息相关。Furthermore, the cloud platform is also used to adjust the safety fence of the loading equipment when it is determined that there is a risk of collision between the loading equipment and the transporting equipment, wherein the adjusted safety fence is related to the abnormal state information of the bucket teeth.

进一步的,所述斗齿异常状态信息包括斗齿磨损、斗齿缺失中的至少一个。Furthermore, the bucket tooth abnormal state information includes at least one of bucket tooth wear and bucket tooth missing.

本公开的第二方面,提供一种装载设备,所述装载设备包括挖斗、采集模块、挖斗状态获取模块和信息提示模块,其中:A second aspect of the present disclosure provides a loading device, the loading device comprising a bucket, a collection module, a bucket state acquisition module and an information prompt module, wherein:

所述采集模块,用于采集所述挖斗的多个斗齿的相关数据信息;The acquisition module is used to acquire relevant data information of a plurality of bucket teeth of the bucket;

所述挖斗状态获取模块,用于获取所述挖斗的状态信息,并且在所述挖斗处于指定状态时,控制所述采集装置对所述多个斗齿的相关数据信息进行采集;The bucket state acquisition module is used to acquire state information of the bucket, and when the bucket is in a specified state, control the acquisition device to collect relevant data information of the plurality of bucket teeth;

信息提示模块,用于在根据所述多个斗齿的相关数据信息判定存在斗齿异常状态信息的情况下,对所述斗齿异常状态信息进行提示。The information prompt module is used to prompt the bucket teeth abnormal state information when it is determined that there is bucket teeth abnormal state information according to the relevant data information of the multiple bucket teeth.

本公开实施例提供的斗齿状态检测系统及装载设备,通过自动监测并判断斗齿是否脱落或断裂,并在发生异常情况时,发出警告信息,提示作业人员及时进行处理,有效的提高装载设备工作效率及安全系数。The bucket tooth status detection system and loading equipment provided by the embodiments of the present disclosure automatically monitor and determine whether the bucket teeth are detached or broken, and issue a warning message when an abnormal situation occurs, prompting the operator to handle it in time, thereby effectively improving the working efficiency and safety factor of the loading equipment.

附图说明BRIEF DESCRIPTION OF THE DRAWINGS

图1为本公开一实施例的斗齿状态检测系统的示意图;FIG1 is a schematic diagram of a bucket tooth state detection system according to an embodiment of the present disclosure;

图2为本公开一实施例的斗齿状态检测系统的结构示意图;FIG2 is a schematic structural diagram of a bucket tooth state detection system according to an embodiment of the present disclosure;

图3为本公开另一实施例的装载设备的结构示意图;FIG3 is a schematic structural diagram of a loading device according to another embodiment of the present disclosure;

图4为本公开实施例的斗齿状态检测系统的作业流程示意图;FIG4 is a schematic diagram of the operation flow of the bucket tooth state detection system according to an embodiment of the present disclosure;

图5为本公开实施例的装载设备进行装载作业时的示意图一;FIG5 is a first schematic diagram of a loading device according to an embodiment of the present disclosure performing a loading operation;

图6为本公开实施例的装载设备进行装载作业时的示意图二;FIG6 is a second schematic diagram of the loading device according to the embodiment of the present disclosure performing a loading operation;

图7为本公开实施例的电子设备的结构示意图。FIG. 7 is a schematic diagram of the structure of an electronic device according to an embodiment of the present disclosure.

具体实施方式Detailed ways

这里将详细地对示例性实施例进行说明,其示例表示在附图中。下面的描述涉及附图时,除非另有表示,不同附图中的相同数字表示相同或相似的要素。以下示例性实施例中所描述的实施方式并不代表与本公开实施例相一致的所有实施方式。Here, exemplary embodiments are described in detail, and examples thereof are shown in the accompanying drawings. When the following description refers to the drawings, unless otherwise indicated, the same numbers in different drawings represent the same or similar elements. The implementations described in the following exemplary embodiments do not represent all implementations consistent with the embodiments of the present disclosure.

在本公开实施例使用的术语是仅仅出于描述特定实施例的目的,而非旨在限制本公开实施例。本公开实施例和所附权利要求书中所使用的单数形式的“一种”、“所述”和“该”也旨在包括多数形式,除非上下文清楚地表示其他含义。还应当理解,本文中使用的术语“和/或”是指并包含一个或多个相关联的列出项目的任何或所有可能组合。The terms used in the disclosed embodiments are only for the purpose of describing specific embodiments and are not intended to limit the disclosed embodiments. The singular forms of "a", "said" and "the" used in the disclosed embodiments and the appended claims are also intended to include plural forms unless the context clearly indicates other meanings. It should also be understood that the term "and/or" used herein refers to and includes any or all possible combinations of one or more associated listed items.

应当理解,尽管在本公开实施例可能采用术语第一、第二、第三等来描述各种信息,但这些信息不应限于这些术语。这些术语仅用来将同一类型的信息彼此区分开。例如,在不脱离本公开实施例范围的情况下,第一信息也可以被称为第二信息,类似地,第二信息也可以被称为第一信息。取决于语境,如在此所使用的词语“如果”可以被解释成为“在……时”或“当……时”或“响应于确定”。It should be understood that although the terms first, second, third, etc. may be used to describe various information in the disclosed embodiments, these information should not be limited to these terms. These terms are only used to distinguish the same type of information from each other. For example, without departing from the scope of the disclosed embodiments, the first information may also be referred to as the second information, and similarly, the second information may also be referred to as the first information. Depending on the context, the word "if" as used herein may be interpreted as "at the time of" or "when" or "in response to determining".

如图1所示,为本公开实施例的斗齿状态检测系统的示意图。As shown in FIG1 , it is a schematic diagram of a bucket tooth state detection system according to an embodiment of the present disclosure.

如图1所示,所述斗齿状态检测系统100包括装载设备110,所述装载设备100包括具有多个斗齿的挖斗111;其中,所述装载设备110上设置有采集装置112,所述采集装置112用于采集所述挖斗111的所述多个斗齿的相关数据信息;以及As shown in FIG. 1 , the bucket tooth state detection system 100 includes a loading device 110, and the loading device 100 includes a bucket 111 having a plurality of bucket teeth; wherein a collection device 112 is provided on the loading device 110, and the collection device 112 is used to collect relevant data information of the plurality of bucket teeth of the bucket 111; and

运输设备120,所述运输设备120用于运送所述装载设备110的所述挖斗111装载的物料;其中,The transport equipment 120 is used to transport the materials loaded in the bucket 111 of the loading equipment 110; wherein:

所述斗齿状态检测系统100还包括斗齿异常判定单元130以及信息提示单元140,其中,所述斗齿异常判定单元130用于根据所述采集装置112采集的所述多个斗齿的相关数据信息,判定斗齿异常状态信息;所述信息提示单元140,用于对所述斗齿异常状态信息进行提示。The bucket tooth state detection system 100 also includes a bucket tooth abnormality determination unit 130 and an information prompting unit 140, wherein the bucket tooth abnormality determination unit 130 is used to determine bucket tooth abnormal state information based on relevant data information of the multiple bucket teeth collected by the collection device 112; the information prompting unit 140 is used to prompt the bucket tooth abnormal state information.

其中,所述斗齿异常判定单元130和/或信息提示单元140可设置于装载设备110、运输设备120、远程控制中心(云平台)、或者其他平台或终端。在实际应用中,本领域的技术人员可以按照需要设置所述斗齿异常判定单元130以及信息提示单元140的位置,本公开实施例对二者的位置不作具体限制。The bucket tooth abnormality determination unit 130 and/or the information prompt unit 140 may be arranged on the loading device 110, the transport device 120, the remote control center (cloud platform), or other platforms or terminals. In practical applications, those skilled in the art may set the positions of the bucket tooth abnormality determination unit 130 and the information prompt unit 140 as required, and the embodiments of the present disclosure do not specifically limit the positions of the two.

继续参考图1,所述采集装置112用于采集所述挖斗111的所述多个斗齿的相关数据信息。示例性的,该采集装置112包括摄像装置、激光雷达传感器、毫米波雷达传感器中的一个或者组合;其中摄像装置用于获取所述多个斗齿的图像信息,激光雷达传感器、毫米波雷达传感器用于获取所述多个斗齿的点云数据信息。Continuing to refer to FIG1 , the acquisition device 112 is used to acquire relevant data information of the multiple teeth of the bucket 111. Exemplarily, the acquisition device 112 includes one or a combination of a camera device, a laser radar sensor, and a millimeter wave radar sensor; wherein the camera device is used to acquire image information of the multiple teeth, and the laser radar sensor and the millimeter wave radar sensor are used to acquire point cloud data information of the multiple teeth.

需要说明的是,所述采集装置112的设置位置不限于图1所示设置于装载设备110车顶,其设置位置可基于实现采集目的自由选择,本实施例不做具体限制。It should be noted that the location of the collection device 112 is not limited to being located on the roof of the loading device 110 as shown in FIG. 1 , and its location can be freely selected based on achieving the collection purpose, and this embodiment does not impose any specific limitation.

继续参考图1,所述斗齿异常判定单元130根据所述采集装置112采集的所述多个斗齿的相关数据信息,判定斗齿异常状态信息。Continuing to refer to FIG. 1 , the bucket tooth abnormality determination unit 130 determines bucket tooth abnormality status information according to the relevant data information of the plurality of bucket teeth collected by the collection device 112 .

具体地,所述斗齿异常判定单元130,用于根据采集装置112采集到的斗齿的相关数据信息,进行判定分析,来判定斗齿异常的状态。Specifically, the bucket tooth abnormality determination unit 130 is used to perform determination and analysis based on the relevant data information of the bucket teeth collected by the collection device 112 to determine the abnormal state of the bucket teeth.

以采集装置112为摄像装置为例,摄像装置捕获斗齿的形状、表面磨损情况以及可能存在的裂纹或损坏的图像信息,之后通过对图像进行预处理以消除噪音和增强特征,最后通过神经网络模型来处理摄像装置采集的图像数据,判定斗齿异常状态信息。Taking the acquisition device 112 as a camera device as an example, the camera device captures image information of the shape of the bucket teeth, surface wear, and possible cracks or damage, and then pre-processes the image to eliminate noise and enhance features. Finally, the image data collected by the camera device is processed through a neural network model to determine the abnormal status information of the bucket teeth.

以采集装置112为激光雷达传感器或毫米波雷达传感器为例,激光雷达传感器或毫米波雷达传感器以三维形式捕获斗齿的形状和表面特征的点云数据,包括斗齿的凹凸、平整度等,然后通过相应的数据处理算法,对点云数据进行分割、特征提取和检测,最后通过训练深度学习模型对点云数据进行处理,判定斗齿异常状态信息。Taking the acquisition device 112 as a lidar sensor or a millimeter-wave radar sensor as an example, the lidar sensor or the millimeter-wave radar sensor captures point cloud data of the shape and surface features of the bucket teeth in three-dimensional form, including the bumps and flatness of the bucket teeth, etc., and then uses the corresponding data processing algorithm to segment, extract features and detect the point cloud data. Finally, the point cloud data is processed by training a deep learning model to determine the abnormal status information of the bucket teeth.

优选的,可以将摄像装置、激光雷达传感器及毫米波雷达传感器的组合作为采集装置112,这样可以利用摄像装置的表面信息和激光雷达传感器及毫米波雷达传感器的三维信息,提供更准确的斗齿数据,再通过摄像装置与激光雷达传感器的数据进一步融合,最后通过深度学习模型对融合后的数据进行处理提高斗齿异常检测的准确性。Preferably, a combination of a camera device, a lidar sensor and a millimeter-wave radar sensor can be used as the acquisition device 112, so that the surface information of the camera device and the three-dimensional information of the lidar sensor and the millimeter-wave radar sensor can be used to provide more accurate bucket tooth data, and then the data of the camera device and the lidar sensor are further fused, and finally the fused data is processed by a deep learning model to improve the accuracy of bucket tooth abnormality detection.

继续参考图1,所述信息提示单元140根据所述斗齿异常判定单元130判定斗齿存在异常状态时,对所述斗齿异常状态信息进行提示。Continuing to refer to FIG. 1 , when the bucket tooth abnormality determination unit 130 determines that the bucket tooth is in an abnormal state, the information prompting unit 140 prompts the bucket tooth abnormal state information.

具体地,所述信息提示单元140,可以为显示屏或扬声器。当所述斗齿异常判定单元130判定斗齿存在异常状态,例如存在斗齿缺失或斗齿断裂时,所述信息提示单元140根据斗齿异常的状态信息,对用户发出提示。例如,可以在显示屏上显示缺失或断裂的斗齿的位置,也可以声音对用户进行提示。在实际应用中,本领的技术人员可以采取本领域公知的提示方式,例如还可以包括报警灯等,本公开实施例对此不作具体限制。示例性的,本公开一实施例提供一种将斗齿异常判定单元及信息提示单元设置于装载设备的斗齿状态检测系统的结构示意图。下面将参照附图2-6进行详细说明。Specifically, the information prompting unit 140 may be a display screen or a speaker. When the bucket tooth abnormality determination unit 130 determines that the bucket teeth are in an abnormal state, such as a missing bucket tooth or a broken bucket tooth, the information prompting unit 140 issues a prompt to the user based on the abnormal state information of the bucket teeth. For example, the location of the missing or broken bucket teeth may be displayed on a display screen, or the user may be prompted by sound. In actual applications, skilled technicians may adopt prompting methods known in the art, such as alarm lights, etc., and the embodiments of the present disclosure do not impose specific restrictions on this. Exemplarily, an embodiment of the present disclosure provides a schematic diagram of the structure of a bucket tooth state detection system in which a bucket tooth abnormality determination unit and an information prompting unit are arranged on a loading device. This will be described in detail below with reference to Figures 2-6.

如图2所示,斗齿状态检测系统200包括装载设备210、运输设备220。As shown in FIG. 2 , the bucket tooth state detection system 200 includes a loading device 210 and a transportation device 220 .

其中,所述装载设备210,包括采集装置211、斗齿异常判定单元212、信息提示单元213以及通讯单元214。The loading device 210 includes a collection device 211 , a bucket tooth abnormality determination unit 212 , an information prompt unit 213 and a communication unit 214 .

其中,采集装置211与图1中的采集装置112的结构和功能相同,用于采集所述挖斗111的所述多个斗齿的相关数据信息。示例性的,该采集装置211包括摄像装置、激光雷达传感器、毫米波雷达传感器中的一个或者组合;其中摄像装置用于获取所述多个斗齿的图像信息,激光雷达传感器、毫米波雷达传感器用于获取所述多个斗齿的点云数据信息。The acquisition device 211 has the same structure and function as the acquisition device 112 in Figure 1, and is used to acquire relevant data information of the multiple bucket teeth of the bucket 111. Exemplarily, the acquisition device 211 includes one or a combination of a camera device, a laser radar sensor, and a millimeter wave radar sensor; the camera device is used to acquire image information of the multiple bucket teeth, and the laser radar sensor and the millimeter wave radar sensor are used to acquire point cloud data information of the multiple bucket teeth.

其中,斗齿异常判定单元212根据所述采集装置211采集的所述多个斗齿的相关数据信息,判定斗齿异常状态信息。The bucket tooth abnormality determination unit 212 determines the bucket tooth abnormality status information according to the relevant data information of the plurality of bucket teeth collected by the collection device 211 .

具体地,所述斗齿异常判定单元212,用于根据采集装置211采集到的斗齿的相关数据信息,进行判定分析,来判定斗齿异常的状态。在进行判定分析之前,所述斗齿状态检测系统200包括预先的数据采集以及建模的过程,即根据预先采集的样本数据、构建挖斗的斗齿的数学模型,然后基于特征对比或者深度学习,来判定分析所述斗齿是否存在异常。Specifically, the bucket tooth abnormality determination unit 212 is used to determine the abnormal state of the bucket tooth by performing determination analysis based on the relevant data information of the bucket tooth collected by the acquisition device 211. Before performing the determination analysis, the bucket tooth state detection system 200 includes a preliminary data collection and modeling process, that is, a mathematical model of the bucket tooth of the bucket is constructed based on the pre-collected sample data, and then based on feature comparison or deep learning, it is determined and analyzed whether the bucket tooth is abnormal.

以采集装置211为摄像装置为例,摄像装置捕获斗齿的形状、表面磨损情况以及可能存在的裂纹或损坏的图像信息,之后通过对图像进行预处理以消除噪音和增强特征,最后通过神经网络模型来处理摄像装置采集的图像数据,判定斗齿异常状态信息。Taking the acquisition device 211 as a camera device as an example, the camera device captures image information of the shape of the bucket teeth, surface wear, and possible cracks or damage, and then pre-processes the image to eliminate noise and enhance features. Finally, the image data collected by the camera device is processed through a neural network model to determine the abnormal status information of the bucket teeth.

以采集装置211为激光雷达传感器或毫米波雷达传感器为例,激光雷达传感器或毫米波雷达传感器以三维形式捕获斗齿的形状和表面特征的点云数据,包括斗齿的凹凸、平整度等,然后通过相应的数据处理算法,对点云数据进行分割、特征提取和检测,最后通过训练深度学习模型对点云数据进行处理,判定斗齿异常状态信息。Taking the acquisition device 211 as a laser radar sensor or a millimeter wave radar sensor as an example, the laser radar sensor or the millimeter wave radar sensor captures the point cloud data of the shape and surface features of the bucket teeth in three-dimensional form, including the bumps and flatness of the bucket teeth, etc., and then uses the corresponding data processing algorithm to segment, extract features and detect the point cloud data. Finally, the point cloud data is processed by training a deep learning model to determine the abnormal status information of the bucket teeth.

优选的,可以将摄像装置、激光雷达传感器及毫米波雷达传感器的组合作为采集装置211,这样可以利用摄像装置的表面信息和激光雷达传感器及毫米波雷达传感器的三维信息,提供更准确的斗齿数据,再通过摄像装置与激光雷达传感器的数据进一步融合,最后通过深度学习模型对融合后的数据进行处理提高斗齿异常检测的准确性。Preferably, a combination of a camera device, a lidar sensor and a millimeter-wave radar sensor can be used as an acquisition device 211, so that the surface information of the camera device and the three-dimensional information of the lidar sensor and the millimeter-wave radar sensor can be used to provide more accurate bucket tooth data, and then the data of the camera device and the lidar sensor are further fused, and finally the fused data is processed by a deep learning model to improve the accuracy of bucket tooth abnormality detection.

其中,信息提示单元213根据所述斗齿异常判定单元212判定斗齿存在异常状态时,对所述斗齿异常状态信息进行提示。When the bucket tooth abnormality determination unit 212 determines that the bucket tooth is in an abnormal state, the information prompting unit 213 prompts the bucket tooth abnormal state information.

具体地,所述信息提示单元213,可以为显示屏或扬声器。当所述斗齿异常判定单元212判定斗齿存在异常状态,例如存在斗齿缺失或斗齿断裂时,所述信息提示单元213根据斗齿异常的状态信息,对用户发出提示。例如,可以在显示屏上显示缺失或断裂的斗齿的位置,也可以声音对用户进行提示。在实际应用中,本领的技术人员可以采取本领域公知的提示方式,例如还可以包括报警灯等,本公开实施例对此不作具体限制。Specifically, the information prompting unit 213 may be a display screen or a speaker. When the bucket tooth abnormality determination unit 212 determines that the bucket teeth are in an abnormal state, such as a missing bucket tooth or a broken bucket tooth, the information prompting unit 213 issues a prompt to the user based on the abnormal state information of the bucket teeth. For example, the position of the missing or broken bucket teeth may be displayed on a display screen, or the user may be prompted by sound. In practical applications, skilled technicians may adopt prompting methods known in the art, such as an alarm light, etc., and the embodiments of the present disclosure do not impose specific restrictions on this.

其中,通信单元214用于将采集装置211或斗齿异常判定单元212的信息发送给运输设备220或云平台230(参见图5-6)。所述通信单元214可以为蜂窝网络通讯模块、车辆到车辆V2V通信模块和/或车辆到网络V2N通信模块等,本公开实施例对此不作具体限制。The communication unit 214 is used to send the information of the collection device 211 or the bucket tooth abnormality determination unit 212 to the transportation equipment 220 or the cloud platform 230 (see Figures 5-6). The communication unit 214 can be a cellular network communication module, a vehicle-to-vehicle V2V communication module and/or a vehicle-to-network V2N communication module, etc., which is not specifically limited in the embodiments of the present disclosure.

本公开实施例的斗齿状态检测系统,通过设置在装载设备上的采集装置采集斗齿的相关数据信息,从而判定斗齿是否存在异常,并在发生异常情况时,发出警告信息,提示作业人员及时进行处理,并将相关信息发送给运输设备或云平台,有效的提高装载设备工作效率及安全系数。The bucket tooth state detection system of the disclosed embodiment collects relevant data information of the bucket teeth through a collection device arranged on the loading equipment, so as to determine whether there is any abnormality in the bucket teeth. When an abnormality occurs, a warning message is issued to prompt the operator to deal with it in time, and the relevant information is sent to the transportation equipment or the cloud platform, thereby effectively improving the working efficiency and safety factor of the loading equipment.

可选的,本公开实施例的斗齿状态检测系统200还可以包括远程控制中心,即云平台230(参见图5-6)。所述云平台230可以与所述装载设备210以及所述运输设备220进行通信连接,并且所述云平台可以接收所述斗齿异常判定单元的信息,并在所述云平台端对斗齿信息、以及斗齿异常状态信息提示。Optionally, the bucket tooth state detection system 200 of the embodiment of the present disclosure may further include a remote control center, namely a cloud platform 230 (see FIGS. 5-6 ). The cloud platform 230 may be connected to the loading device 210 and the transport device 220 for communication, and the cloud platform may receive information from the bucket tooth abnormality determination unit, and prompt the bucket tooth information and bucket tooth abnormal state information on the cloud platform.

如图3所示,为本公开另一实施例的装载设备210的结构示意图。As shown in FIG3 , it is a schematic structural diagram of a loading device 210 according to another embodiment of the present disclosure.

如图3所示,该装载设备210具有与图2中的装载设备210大部分相同的结构特征,对于二者相同的特征部分,在此不再赘述。图3中的装载设备210与图2中的装载设备210相比,区别在于,其还包括挖斗状态获取模块215以及处理单元216。As shown in FIG3 , the loading device 210 has most of the same structural features as the loading device 210 in FIG2 , and the same features of the two are not repeated here. The loading device 210 in FIG3 is different from the loading device 210 in FIG2 in that it also includes a bucket state acquisition module 215 and a processing unit 216.

其中,所述挖斗状态获取模块215,用于获取所述挖斗的状态信息;所述处理单元216在基于所述挖斗状态获取模块215获取的所述挖斗处于指定状态时,对所述采集装置211发送采集指令,从而进行对所述多个斗齿的相关数据信息的采集。Among them, the bucket status acquisition module 215 is used to obtain the status information of the bucket; when the bucket is in a specified state based on the information obtained by the bucket status acquisition module 215, the processing unit 216 sends a collection instruction to the collection device 211, thereby collecting relevant data information of the multiple bucket teeth.

其中,所述指定状态包括以下至少之一:The specified state includes at least one of the following:

所述挖斗的斗齿全部露出的状态,所述挖斗的斗齿部分露出的状态,所述挖斗臂启动运行但尚未装载物料的状态,所述挖斗启动并运行指定时间的状态,所述挖斗启动并运行指定位移的状态,所述挖斗处于悬空状态。The bucket teeth are in a state where they are fully exposed, the bucket teeth are in a state where they are partially exposed, the bucket arm is started and running but has not yet been loaded with materials, the bucket is started and running for a specified time, the bucket is started and running for a specified displacement, and the bucket is in a suspended state.

在该实施例中,指定时间或者指定位移可以根据挖机的当前运动特征(例如,挖臂的运行速度等)确定或者基于先验经验确定。In this embodiment, the designated time or the designated displacement may be determined according to the current motion characteristics of the excavator (eg, the operating speed of the excavating arm, etc.) or based on prior experience.

示例性的,所述挖斗状态获取模块215,可以在装载设备210的工作人员操作装载设备工作的过程中,自动获取所述装载设备210的控制指令,从而根据所述控制指令判断所述挖斗的工作状态;当判断所述挖斗处于前述的指定状态时,控制所述采集装置211进行斗齿的相关数据信息的采集。Exemplarily, the bucket status acquisition module 215 can automatically acquire the control instructions of the loading equipment 210 when the staff of the loading equipment 210 is operating the loading equipment, so as to judge the working status of the bucket according to the control instructions; when it is judged that the bucket is in the aforementioned specified state, the collection device 211 is controlled to collect relevant data information of the bucket teeth.

其中,所述处理单元216用于在所述控制指令满足指定条件的情况下,确定所述挖斗处于所述指定状态。例如,所述控制指令满足指定条件包括:所述控制指令为目标指令,和/或,所述装载设备获取到目标指令达到指定时长。The processing unit 216 is used to determine that the bucket is in the specified state when the control instruction meets the specified condition. For example, the control instruction meets the specified condition including: the control instruction is a target instruction, and/or the loading device obtains the target instruction for a specified time.

可选的,目标指令为挖机内操作人员下发的特定指令,例如,控制挖臂由上升切换到下降的指令,控制挖斗倾倒物料的指令等。优选地,目标指令对应控制挖机处于指定状态,该状态下或者切换到该状态的切换时刻挖机状态为挖斗部分露出或者全部露出。Optionally, the target instruction is a specific instruction issued by an operator in the excavator, for example, an instruction to control the digging arm to switch from rising to falling, an instruction to control the bucket to dump materials, etc. Preferably, the target instruction corresponds to controlling the excavator to be in a specified state, and the excavator state in this state or at the switching moment of switching to this state is that the bucket is partially exposed or fully exposed.

可选的,指定时长可以基于挖机的当前运动特征确定或者基于先验经验确定。例如,指定时长可以是根据挖机的挖臂的运动速度(即当前运动特征)确定,运动速度越快,指定时长越短。在一种实施例中,在控制指令为控制挖臂从未工作状态切换至上升,在按照该指令,挖臂进行上升,且上升的维持时长达到指定时长,代表控制指令满足指定条件。Optionally, the specified duration can be determined based on the current motion characteristics of the excavator or based on prior experience. For example, the specified duration can be determined based on the motion speed of the excavator's digging arm (i.e., the current motion characteristics). The faster the motion speed, the shorter the specified duration. In one embodiment, when the control instruction is to control the digging arm to switch from a non-working state to an ascending state, and in accordance with the instruction, the digging arm ascends, and the duration of the ascending reaches a specified duration, it means that the control instruction meets the specified condition.

可替代的,所述指定状态也可以装载设备210的工作人员,通过肉眼观察所述所述挖斗的工作状态,当判断所述挖斗处于前述的指定状态时,控制所述采集装置211进行斗齿的相关数据信息的采集。Alternatively, the designated state may also be that a worker of the loading device 210 observes the working state of the bucket with naked eyes, and when it is determined that the bucket is in the aforementioned designated state, the collection device 211 is controlled to collect relevant data information of the bucket teeth.

需要说明书是,上述挖斗状态获取方式只是举例性说明,本领域的技术人员可以采用本领域公知的获取挖斗状态的方式,本公开实施例对此不作具体限制。It should be noted that the above-mentioned method for obtaining the bucket status is only an example, and those skilled in the art may adopt a method for obtaining the bucket status known in the art, and the embodiments of the present disclosure do not impose any specific limitation on this.

进一步的,所述处理单元216,还用于对所述采集装置211采集的所述多个斗齿的相关数据信息进行过滤处理,得到所述多个斗齿的目标状态信息,所述斗齿异常判定单元212用于根据所述多个斗齿的目标状态信息判定所述斗齿异常状态信息。其中,所述过滤处理包括将所述图像信息中对应目标物的位置和/或姿态不满足指定条件的图像剔除。Furthermore, the processing unit 216 is further used to filter the relevant data information of the plurality of bucket teeth collected by the collection device 211 to obtain the target state information of the plurality of bucket teeth, and the bucket tooth abnormality determination unit 212 is used to determine the bucket tooth abnormal state information according to the target state information of the plurality of bucket teeth. The filtering process includes removing images whose position and/or posture of the corresponding target object in the image information does not meet the specified conditions.

具体的,所述采集装置211采集的数据,可能包含所述挖斗不处于所述指定状态的信息,例如斗齿被完全覆盖时信息。在这种情况下,所述处理单元216首先对所述采集装置211采集的数据进行滤波处理,滤除掉所述图像信息中对应目标物的位置和/或姿态不满足指定条件的信息,从而降低数据处理量,提高处理效率。Specifically, the data collected by the collection device 211 may include information that the bucket is not in the specified state, such as information when the bucket teeth are completely covered. In this case, the processing unit 216 first performs filtering processing on the data collected by the collection device 211 to filter out information in the image information that the position and/or posture of the corresponding target object does not meet the specified conditions, thereby reducing the amount of data processing and improving processing efficiency.

如图4所示,为本公开实施例的斗齿状态检测系统的作业流程示意图。其作业流程400包括如下步骤:As shown in FIG4 , it is a schematic diagram of the operation flow of the bucket tooth state detection system of the embodiment of the present disclosure. The operation flow 400 includes the following steps:

S401,程序开始;S401, program starts;

S402,装载设备开始工作;S402, the loading device starts working;

S403,判定挖斗是否处于指定工作状态,包括:所述挖斗的斗齿全部露出的状态,所述挖斗的斗齿部分露出的状态,所述挖斗臂启动运行但尚未装载物料的状态,所述挖斗启动并运行指定时间的状态,所述挖斗启动并运行指定位移的状态,所述挖斗处于悬空状态;S403, determining whether the bucket is in a specified working state, including: a state in which the bucket teeth of the bucket are fully exposed, a state in which the bucket teeth of the bucket are partially exposed, a state in which the bucket arm is started and running but has not yet loaded with materials, a state in which the bucket is started and running for a specified time, a state in which the bucket is started and running for a specified displacement, and a state in which the bucket is suspended;

S404,当判定挖斗处于指定工作状态时,控制采集装置进行多个斗齿的数据信息采集;S404, when it is determined that the bucket is in a specified working state, controlling the collection device to collect data information of multiple bucket teeth;

S405,根据采集的多个斗齿的数据信息,判定斗齿是否存在异常;S405, determining whether there is an abnormality in the bucket teeth according to the collected data information of the plurality of bucket teeth;

S406,当斗齿存在异常时,输出该异常提示信息;S406, when there is an abnormality in the bucket tooth, output the abnormality prompt information;

持续执行步骤S403至步骤S405,直到装载设备停止工作,则程序结束。Steps S403 to S405 are continuously executed until the loading device stops working, and then the program ends.

本公开实施例的斗齿状态检测系统,通过设置在装载设备上的采集装置采集斗齿的相关数据信息,从而判定斗齿是否存在异常,并在发生异常情况时,发出警告信息,提示作业人员及时进行处理,提高了装载设备工作效率及安全系数。同时,所述斗齿状态检测系统还会对挖斗的工作状态进行判断,仅在挖斗处于指定工作状态时采集斗的相关数据信息、并对采集到的斗齿信息进行预处理,有效提高了数据处理效率。The bucket tooth state detection system of the disclosed embodiment collects relevant data information of the bucket teeth through a collection device arranged on the loading equipment, thereby determining whether there is an abnormality in the bucket teeth, and when an abnormality occurs, a warning message is issued to prompt the operator to handle it in time, thereby improving the working efficiency and safety factor of the loading equipment. At the same time, the bucket tooth state detection system will also judge the working state of the bucket, and only collect relevant data information of the bucket when the bucket is in a specified working state, and pre-process the collected bucket tooth information, effectively improving the data processing efficiency.

如图5-6所示,为本公开实施例的装载设备和运输设备进行装载作业时的示意图一和示意图二。As shown in Figures 5-6, they are schematic diagrams 1 and 2 of the loading device and the transport device of the embodiment of the present disclosure performing loading operations.

如图5-6所示,装载设备210在挖掘物料之后,装载设备210的挖斗将物料装载到运输设备220的车斗中。然而在实际操作中,装载设备210的挖斗或斗齿,与运输设备220存在碰撞的风险。As shown in FIGS. 5-6 , after the loading device 210 excavates the material, the bucket of the loading device 210 loads the material into the bucket of the transport device 220. However, in actual operation, there is a risk of collision between the bucket or bucket teeth of the loading device 210 and the transport device 220.

鉴于此,本公开实施例中,在进行装载作业时,所述云平台230会根据运输设备220发送的位置信息以及环境信息,设置相对于运输设备220的安全围栏225。当所述装载设备210可能进入到该安全围栏的区域时,则在所述装载设备210和所述运输设备220同时输出防碰撞提示信息,提示存在碰撞风险。示例性的,所述安全围栏225的区域为运输设备220的车斗占据的区域或所述运输设备220的车斗占据区域,或者车斗占据的区域或所述运输设备220的车斗占据区域分别进一步包括预定范围内的周边区域。In view of this, in the embodiment of the present disclosure, when performing loading operations, the cloud platform 230 will set a safety fence 225 relative to the transport equipment 220 according to the location information and environmental information sent by the transport equipment 220. When the loading equipment 210 may enter the area of the safety fence, the loading equipment 210 and the transport equipment 220 will simultaneously output anti-collision prompt information to indicate the risk of collision. Exemplarily, the area of the safety fence 225 is the area occupied by the bucket of the transport equipment 220 or the area occupied by the bucket of the transport equipment 220, or the area occupied by the bucket or the area occupied by the bucket of the transport equipment 220 further includes the surrounding area within a predetermined range.

同时,本公开实施例的斗齿检测系统还包括行驶控制单元224(参见图2),所述行驶控制单元用于根据所述防碰撞提示信息,对所述运输设备的行驶策略进行控制,以避免碰撞。At the same time, the bucket tooth detection system of the embodiment of the present disclosure also includes a driving control unit 224 (see Figure 2), which is used to control the driving strategy of the transportation equipment according to the anti-collision prompt information to avoid collision.

本公开实施例的斗齿检测系统,通过计算运输设备的安全围栏225,从而当装载设备可能进入到该安全围栏225的区域时,则在装载设备和运输设备上同时输出防碰撞提示信息,提示存在碰撞风险,并对运输设备的行驶策略进行控制,以避免碰撞。The bucket tooth detection system of the disclosed embodiment calculates the safety fence 225 of the transport equipment, so that when the loading equipment may enter the area of the safety fence 225, anti-collision prompt information is output on the loading equipment and the transport equipment at the same time to prompt the existence of a collision risk, and the driving strategy of the transport equipment is controlled to avoid collision.

根据本申请的另一实施例,提供了一种检测系统,该检测系统包括:装载设备,例如挖机,设置有挖斗,所述挖斗包括斗齿;运输装置,例如无人驾驶车辆或者有人驾驶车辆,用于运输所述装载设备所装载的物料;所述装载设备还设置有采集装置,用于采集挖斗的相关数据;According to another embodiment of the present application, a detection system is provided, which includes: a loading device, such as an excavator, provided with a bucket, wherein the bucket includes bucket teeth; a transportation device, such as an unmanned vehicle or a manned vehicle, for transporting materials loaded by the loading device; the loading device is further provided with a collection device for collecting relevant data of the bucket;

其中,该系统还包括:处理装置,用于对所述挖斗的相关数据进行分析,得到分析结果,所述分析结果用于指示所述斗齿的状态。The system further comprises: a processing device for analyzing relevant data of the bucket to obtain an analysis result, wherein the analysis result is used to indicate the state of the bucket teeth.

在该实施例中,可选地,采集装置可以是摄像头、激光雷达、毫米波雷达中的至少一个或组合。In this embodiment, optionally, the acquisition device may be at least one or a combination of a camera, a lidar, and a millimeter-wave radar.

在该实施例中,可选地,处理装置可以设置在装载设备、运输装置或者云平台上。In this embodiment, optionally, the processing device can be arranged on a loading device, a transportation device or a cloud platform.

在该实施例中,可选地,为了提高数据处理效率,采集装置将采集的挖斗的数据,比如图像,发送给处理装置,处理装置对数据进行过滤处理,得到满足需求的数据,进行后续分析;或者,采集装置只在挖斗处于特定状态下时采集挖斗的数据,并将采集的数据发送给处理装置,处理装置直接处理。In this embodiment, optionally, in order to improve data processing efficiency, the collection device sends the collected bucket data, such as images, to the processing device, and the processing device filters the data to obtain data that meets the requirements for subsequent analysis; or, the collection device only collects the bucket data when the bucket is in a specific state, and sends the collected data to the processing device, which directly processes it.

在该实施例中,可选地,装载设备还设置有挖斗状态获取模块,挖斗状态获取模块用于获取挖斗的状态,并在所述挖斗处于或者即将处于指定状态的情况下,生成采集指令并将采集指令发送给采集装置。例如,挖斗没有装载物料的状态为指定状态;挖斗向下运行到一定程度(时间或者位移)的状态为指定状态、挖斗尚未落地(在空中)的情况为指定状态;挖斗向上运行到一定程度为指定状态。In this embodiment, the loading device is optionally further provided with a bucket state acquisition module, which is used to acquire the state of the bucket, and when the bucket is in or about to be in a specified state, generate a collection instruction and send the collection instruction to the collection device. For example, the state in which the bucket is not loaded with materials is the specified state; the state in which the bucket moves downward to a certain extent (time or displacement) is the specified state; the state in which the bucket has not yet landed (in the air) is the specified state; the state in which the bucket moves upward to a certain extent is the specified state.

在该实施例中,可选地,处理装置对图像进过滤处理的情况,可选的一种方式,获取某一图像中目标物在该图像中的位置/姿态,将对应的目标物的位置/姿态不满足指定条件的图像剔除。或者,也可以直接接收挖机端的指令,挖机师傅肉眼观看发现适合拍照,则控制启动相机采集图像。In this embodiment, the processing device may filter the image. In one embodiment, the position/posture of a target object in a certain image is obtained, and the image whose position/posture of the corresponding target object does not meet the specified conditions is removed. Alternatively, the excavator may directly receive the instruction, and if the excavator operator finds it suitable for taking pictures with naked eyes, the camera is controlled to start collecting images.

在该实施例中,可选地,可以适用于运输车辆为有人驾驶车辆,运输车辆端可以设置报警模块,在斗齿状态异常(比如,磨损、掉落)的情况下,输出报警信息,提示驾驶人员。In this embodiment, optionally, the transport vehicle can be a manned vehicle, and an alarm module can be provided on the transport vehicle end to output an alarm message to prompt the driver when the bucket teeth are in an abnormal state (for example, worn, fallen off).

在该实施例中,可选地,可以适用于运输车辆无无人驾驶车辆,可以将斗齿异常的信息发送给云平台。云平台可以进行防碰撞处理,因为,挖斗一旦出现异常将影响挖斗定位,从而导致挖斗和无人驾驶车辆发生剐蹭。云平台可以根据斗齿的异常信息,生成/更新针对无人驾驶车辆/车斗的安全围栏(挖斗不可以侵入该围栏区域),从而保障安全。可选的,云平台端也可以在收到斗齿的异常信息的情况下,启动对无人驾驶运输车的远程遥控驾驶,以保障无人驾驶车辆的安全。可选的,将斗齿异常的信息发送给挖机端,挖机端输出报警信息,挖机师傅根据报警信息调整挖斗的运行。可选的,挖机为无人驾驶挖机,将斗齿异常的信息发送给挖机端,挖机根据异常信息调整挖斗的运行,比如,增大和运输车的安全距离等。In this embodiment, optionally, it can be applicable to transport vehicles without unmanned vehicles, and the information of bucket tooth abnormality can be sent to the cloud platform. The cloud platform can perform anti-collision processing, because once the bucket is abnormal, it will affect the positioning of the bucket, resulting in the bucket and the unmanned vehicle being scratched. The cloud platform can generate/update a safety fence for the unmanned vehicle/bucket (the bucket cannot invade the fence area) based on the abnormal information of the bucket teeth, so as to ensure safety. Optionally, the cloud platform end can also start the remote control driving of the unmanned transport vehicle when receiving the abnormal information of the bucket teeth to ensure the safety of the unmanned vehicle. Optionally, the information of bucket tooth abnormality is sent to the excavator end, the excavator end outputs an alarm message, and the excavator master adjusts the operation of the bucket according to the alarm information. Optionally, the excavator is an unmanned excavator, and the information of bucket tooth abnormality is sent to the excavator end, and the excavator adjusts the operation of the bucket according to the abnormal information, such as increasing the safe distance from the transport vehicle.

在该实施例中,可选地,运输车辆可以同时支持有人驾驶和无人驾驶,该方案可以对运输车辆的驾驶状态进行判断,在斗齿发生异常的情况下,根据有人/无人驾驶情况,从上述实施例中选择合适的方式进行控制。In this embodiment, optionally, the transport vehicle can support both manned and unmanned driving. The solution can judge the driving status of the transport vehicle. In the event of an abnormality in the bucket teeth, an appropriate control method is selected from the above embodiments according to the manned/unmanned driving situation.

上述实施例提供的检测系统,通过自动监测并判断斗齿是否脱落或断裂,并在发生异常情况时,发出警告信息,提示作业人员及时进行处理,有效的提高装载设备工作效率及安全系数。The detection system provided in the above embodiment automatically monitors and determines whether the bucket teeth are detached or broken, and issues a warning message when an abnormal situation occurs, prompting the operator to handle it in time, thereby effectively improving the working efficiency and safety factor of the loading equipment.

根据本发明,还提供了一种装载设备,所述装载设备包括挖斗、采集模块、挖斗状态获取模块和信息提示模块,其中:According to the present invention, there is also provided a loading device, which includes a bucket, a collection module, a bucket status acquisition module and an information prompt module, wherein:

所述采集模块,用于采集所述挖斗的多个斗齿的相关数据信息;The acquisition module is used to acquire relevant data information of a plurality of bucket teeth of the bucket;

所述挖斗状态获取模块,用于获取所述挖斗的状态信息,并且在所述挖斗处于指定状态时,控制所述采集装置对所述多个斗齿的相关数据信息进行采集;The bucket state acquisition module is used to acquire state information of the bucket, and when the bucket is in a specified state, control the acquisition device to collect relevant data information of the plurality of bucket teeth;

信息提示模块,用于在根据所述多个斗齿的相关数据信息判定存在斗齿异常状态信息的情况下,对所述斗齿异常状态信息进行提示。The information prompt module is used to prompt the bucket teeth abnormal state information when it is determined that there is bucket teeth abnormal state information according to the relevant data information of the multiple bucket teeth.

其中,可选的,根据所述多个斗齿的相关数据信息判定存在斗齿异常状态信息的步骤,可以通过云平台执行,或者挖机的处理器执行。Among them, optionally, the step of determining whether there is abnormal state information of bucket teeth based on relevant data information of the multiple bucket teeth can be executed through a cloud platform or a processor of the excavator.

图7是本公开实施例的一种电子设备的结构示意图。如图7所示,该实施例的电子设备700包括:处理器701、存储器702以及存储在该存储器702中并且可以在处理器701上运行的计算机程序703。处理器701执行计算机程序703时实现上述各个方法实施例中的步骤。或者,处理器701执行计算机程序703时实现上述各装置实施例中各模块/单元的功能。FIG7 is a schematic diagram of the structure of an electronic device according to an embodiment of the present disclosure. As shown in FIG7 , the electronic device 700 of this embodiment includes: a processor 701, a memory 702, and a computer program 703 stored in the memory 702 and executable on the processor 701. When the processor 701 executes the computer program 703, the steps in the above-mentioned various method embodiments are implemented. Alternatively, when the processor 701 executes the computer program 703, the functions of each module/unit in the above-mentioned various device embodiments are implemented.

示例性地,计算机程序703可以被分割成一个或多个模块/单元,一个或多个模块/单元被存储在存储器702中,并由处理器701执行,以完成本公开。一个或多个模块/单元可以是能够完成特定功能的一系列计算机程序指令段,该指令段用于描述计算机程序703在电子设备700中的执行过程。Exemplarily, the computer program 703 may be divided into one or more modules/units, which are stored in the memory 702 and executed by the processor 701 to complete the present disclosure. The one or more modules/units may be a series of computer program instruction segments capable of completing specific functions, which are used to describe the execution process of the computer program 703 in the electronic device 700.

电子设备700可以是桌上型计算机、笔记本、掌上电脑及云端服务器等电子设备。电子设备700可以包括但不仅限于处理器701和存储器702。本领域技术人员可以理解,图7仅仅是电子设备700的示例,并不构成对电子设备700的限定,可以包括比图示更多或更少的部件,或者组合某些部件,或者不同的部件,例如,电子设备还可以包括输入输出设备、网络接入设备、总线等。The electronic device 700 may be a desktop computer, a notebook, a PDA, a cloud server, or other electronic device. The electronic device 700 may include, but is not limited to, a processor 701 and a memory 702. Those skilled in the art may understand that FIG. 7 is only an example of the electronic device 700 and does not constitute a limitation on the electronic device 700. The electronic device 700 may include more or fewer components than shown in the figure, or may combine certain components, or different components. For example, the electronic device may also include input and output devices, network access devices, buses, etc.

处理器701可以是中央处理单元(Central Processing Unit,CPU),也可以是其它通用处理器、数字信号处理器(Digital Signal Processor,DSP)、专用集成电路(Application Specific Integrated Circuit,ASIC)、现场可编程门阵列(Field-Programmable Gate Array,FPGA)或者其它可编程逻辑器件、分立门或者晶体管逻辑器件、分立硬件组件等。通用处理器可以是微处理器或者该处理器也可以是任何常规的处理器等。The processor 701 may be a central processing unit (CPU), or other general-purpose processors, digital signal processors (DSP), application-specific integrated circuits (ASIC), field-programmable gate arrays (FPGA), or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. A general-purpose processor may be a microprocessor or the processor may be any conventional processor, etc.

存储器702可以是电子设备700的内部存储单元,例如,电子设备700的硬盘或内存。存储器702也可以是电子设备700的外部存储设备,例如,电子设备700上配备的插接式硬盘,智能存储卡(Smart Media Card,SMC),安全数字(Secure Digital,SD)卡,闪存卡(Flash Card)等。进一步地,存储器702还可以既包括电子设备600的内部存储单元也包括外部存储设备。存储器702用于存储计算机程序以及电子设备所需的其它程序和数据。存储器702还可以用于暂时地存储已经输出或者将要输出的数据。The memory 702 may be an internal storage unit of the electronic device 700, for example, a hard disk or memory of the electronic device 700. The memory 702 may also be an external storage device of the electronic device 700, for example, a plug-in hard disk, a smart memory card (Smart Media Card, SMC), a secure digital (Secure Digital, SD) card, a flash card (Flash Card), etc. equipped on the electronic device 700. Further, the memory 702 may also include both an internal storage unit of the electronic device 600 and an external storage device. The memory 702 is used to store computer programs and other programs and data required by the electronic device. The memory 702 may also be used to temporarily store data that has been output or is to be output.

所属领域的技术人员可以清楚地了解到,为了描述的方便和简洁,仅以上述各功能单元、模块的划分进行举例说明,实际应用中,可以根据需要而将上述功能分配由不同的功能单元、模块完成,即将装置的内部结构划分成不同的功能单元或模块,以完成以上描述的全部或者部分功能。实施例中的各功能单元、模块可以集成在一个处理单元中,也可以是各个单元单独物理存在,也可以两个或两个以上单元集成在一个单元中,上述集成的单元既可以采用硬件的形式实现,也可以采用软件功能单元的形式实现。另外,各功能单元、模块的具体名称也只是为了便于相互区分,并不用于限制本公开的保护范围。上述系统中单元、模块的具体工作过程,可以参考前述方法实施例中的对应过程,在此不再赘述。Those skilled in the art can clearly understand that, for the convenience and simplicity of description, only the division of the above-mentioned functional units and modules is used as an example for illustration. In practical applications, the above-mentioned function allocation can be completed by different functional units and modules as needed, that is, the internal structure of the device can be divided into different functional units or modules to complete all or part of the functions described above. The functional units and modules in the embodiments can be integrated into a processing unit, or each unit can exist physically separately, or two or more units can be integrated into one unit. The above-mentioned integrated unit can be implemented in the form of hardware or in the form of software functional units. In addition, the specific names of the functional units and modules are only for the convenience of distinguishing each other, and are not used to limit the scope of protection of the present disclosure. The specific working process of the units and modules in the above-mentioned system can refer to the corresponding process in the aforementioned method embodiment, which will not be repeated here.

在上述实施例中,对各个实施例的描述都各有侧重,某个实施例中没有详述或记载的部分,可以参见其它实施例的相关描述。In the above embodiments, the description of each embodiment has its own emphasis. For parts that are not described or recorded in detail in a certain embodiment, reference can be made to the relevant descriptions of other embodiments.

本领域普通技术人员可以意识到,结合本文中所公开的实施例描述的各示例的单元及算法步骤,能够以电子硬件、或者计算机软件和电子硬件的结合来实现。这些功能究竟以硬件还是软件方式来执行,取决于技术方案的特定应用和设计约束条件。专业技术人员可以对每个特定的应用来使用不同方法来实现所描述的功能,但是这种实现不应认为超出本公开的范围。Those of ordinary skill in the art will appreciate that the units and algorithm steps of each example described in conjunction with the embodiments disclosed herein can be implemented in electronic hardware, or a combination of computer software and electronic hardware. Whether these functions are performed in hardware or software depends on the specific application and design constraints of the technical solution. Professional and technical personnel can use different methods to implement the described functions for each specific application, but such implementation should not be considered to be beyond the scope of this disclosure.

在本公开所提供的实施例中,应该理解到,所揭露的装置/电子设备和方法,可以通过其它的方式实现。例如,以上所描述的装置/电子设备实施例仅仅是示意性的,例如,模块或单元的划分,仅仅为一种逻辑功能划分,实际实现时可以有另外的划分方式,多个单元或组件可以结合或者可以集成到另一个系统,或一些特征可以忽略,或不执行。另一点,所显示或讨论的相互之间的耦合或直接耦合或通讯连接可以是通过一些接口,装置或单元的间接耦合或通讯连接,可以是电性,机械或其它的形式。In the embodiments provided in the present disclosure, it should be understood that the disclosed devices/electronic devices and methods can be implemented in other ways. For example, the device/electronic device embodiments described above are merely schematic. For example, the division of modules or units is only a logical function division. There may be other division methods in actual implementation. Multiple units or components may be combined or integrated into another system, or some features may be ignored or not executed. Another point is that the mutual coupling or direct coupling or communication connection shown or discussed may be through some interfaces, indirect coupling or communication connection of devices or units, which may be electrical, mechanical or other forms.

作为分离部件说明的单元可以是或者也可以不是物理上分开的,作为单元显示的部件可以是或者也可以不是物理单元,即可以位于一个地方,或者也可以分布到多个网络单元上。可以根据实际的需要选择其中的部分或者全部单元来实现本实施例方案的目的。The units described as separate components may or may not be physically separated, and the components shown as units may or may not be physical units, that is, they may be located in one place or distributed on multiple network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of this embodiment.

另外,在本公开各个实施例中的各功能单元可以集成在一个处理单元中,也可以是各个单元单独物理存在,也可以两个或两个以上单元集成在一个单元中。上述集成的单元既可以采用硬件的形式实现,也可以采用软件功能单元的形式实现。In addition, each functional unit in each embodiment of the present disclosure may be integrated into one processing unit, or each unit may exist physically separately, or two or more units may be integrated into one unit. The above-mentioned integrated unit may be implemented in the form of hardware or in the form of software functional units.

集成的模块/单元如果以软件功能单元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存储介质中。基于这样的理解,本公开实现上述实施例方法中的全部或部分流程,也可以通过计算机程序来指令相关的硬件来完成,计算机程序可以存储在计算机可读存储介质中,该计算机程序在被处理器执行时,可以实现上述各个方法实施例的步骤。计算机程序可以包括计算机程序代码,计算机程序代码可以为源代码形式、对象代码形式、可执行文件或某些中间形式等。计算机可读介质可以包括:能够携带计算机程序代码的任何实体或装置、记录介质、U盘、移动硬盘、磁碟、光盘、计算机存储器、只读存储器(Read-Only Memory,ROM)、随机存取存储器(Random Access Memory,RAM)、电载波信号、电信信号以及软件分发介质等。需要说明的是,计算机可读介质包含的内容可以根据司法管辖区内立法和专利实践的要求进行适当的增减,例如,在某些司法管辖区,根据立法和专利实践,计算机可读介质不包括电载波信号和电信信号。If the integrated module/unit is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer-readable storage medium. Based on this understanding, the present disclosure implements all or part of the processes in the above-mentioned embodiment method, and can also be completed by instructing the relevant hardware through a computer program. The computer program can be stored in a computer-readable storage medium, and the computer program can implement the steps of the above-mentioned various method embodiments when executed by the processor. The computer program may include computer program code, and the computer program code may be in source code form, object code form, executable file or some intermediate form. The computer-readable medium may include: any entity or device capable of carrying computer program code, recording medium, U disk, mobile hard disk, magnetic disk, optical disk, computer memory, read-only memory (ROM), random access memory (RAM), electric carrier signal, telecommunication signal and software distribution medium. It should be noted that the content contained in the computer-readable medium can be appropriately increased or decreased according to the requirements of legislation and patent practice in the jurisdiction. For example, in some jurisdictions, according to legislation and patent practice, the computer-readable medium does not include electric carrier signals and telecommunication signals.

以上实施例仅用以说明本公开的技术方案,而非对其限制;尽管参照前述实施例对本公开进行了详细的说明,本领域的普通技术人员应当理解:其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分技术特征进行等同替换;而这些修改或者替换,并不使相应技术方案的本质脱离本公开各实施例技术方案的精神和范围,均应包含在本公开的保护范围之内。The above embodiments are only used to illustrate the technical solutions of the present disclosure, rather than to limit them. Although the present disclosure has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein. These modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present disclosure, and should all be included in the protection scope of the present disclosure.

Claims (12)

1. A tooth condition detection system, the system comprising:
A loading apparatus comprising a bucket having a plurality of teeth; the loading equipment is provided with an acquisition device which is used for acquiring related data information of the plurality of bucket teeth of the excavator bucket; and
A transport apparatus for transporting material loaded by the bucket of the loading apparatus; wherein,
The system further comprises a bucket tooth abnormality judging unit and an information prompting unit, wherein the bucket tooth abnormality judging unit is used for judging bucket tooth abnormal state information according to the related data information of the plurality of bucket teeth acquired by the acquisition device; the information prompting unit is used for prompting the bucket tooth abnormal state information.
2. The system of claim 1, wherein the system further comprises: and the running control unit is used for controlling the running strategy of the transportation equipment according to the information prompted by the information prompting unit.
3. The system of claim 1, wherein the acquisition device comprises at least one of an image acquisition device, a lidar sensor, and a millimeter wave radar sensor.
4. The system of claim 1, wherein the loading apparatus further comprises a bucket status acquisition module for acquiring status information of the bucket, and wherein the acquisition device performs acquisition of data information related to the plurality of teeth when the bucket is determined to be in a specified state based on the status information.
5. The system of claim 4, wherein the specified state comprises at least one of: the bucket is in a suspended state, wherein the bucket teeth of the bucket are in an exposed state, the bucket arms are started to operate and not yet loaded with materials, the bucket is started and operated for a specified time, the bucket is started and operated for a specified displacement, and the bucket is in a suspended state.
6. The system of claim 4, wherein the bucket status acquisition module is configured to determine a control command acquired by the loading device and to determine that the bucket is in the specified status if the control command satisfies a specified condition.
7. The system of claim 6, wherein the control instruction meeting a specified condition comprises: the control instruction is a target instruction, and/or the loading device obtains the target instruction to reach the appointed duration.
8. The system of claim 1 or 2, wherein the data information related to the plurality of teeth includes image information, the system further comprising:
The processing unit is used for filtering the related data information of the bucket teeth acquired by the acquisition device to obtain target state information of the bucket teeth, wherein the target state information is used for judging the bucket tooth abnormal state information by the bucket tooth abnormal judging unit, and the filtering processing comprises removing images of which the positions and/or the postures of the corresponding target objects in the image information do not meet the specified conditions.
9. The system of any one of claims 1-8, further comprising a communication unit for sending the tooth anomaly status information to a cloud platform; the cloud platform is used for judging whether collision risk exists between the loading equipment and the transporting equipment according to the bucket tooth abnormal state information, and controlling the transporting equipment and/or the loading equipment according to a judgment result of the collision risk.
10. The system of claim 9, wherein the cloud platform is further configured to adjust a safety fence of the loading device if it is determined that the loading device is at risk of collision with the transport device, wherein the adjusted safety fence is related to the tooth anomaly status information.
11. The system of any of claims 1-10, wherein the tooth anomaly status information includes at least one of tooth wear, tooth loss.
12. The utility model provides a loading equipment, its characterized in that, loading equipment includes bucket, collection module, bucket state acquisition module and information prompt module, wherein:
the acquisition module is used for acquiring related data information of a plurality of bucket teeth of the excavator bucket;
The bucket state acquisition module is used for acquiring state information of the bucket and controlling the acquisition device to acquire related data information of the plurality of bucket teeth when the bucket is in a specified state;
The information prompt module is used for prompting the bucket tooth abnormal state information when judging that the bucket tooth abnormal state information exists according to the related data information of the bucket teeth.
CN202410261900.5A 2024-03-07 2024-03-07 Bucket tooth state detection system and loading equipment Pending CN117905137A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202410261900.5A CN117905137A (en) 2024-03-07 2024-03-07 Bucket tooth state detection system and loading equipment

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202410261900.5A CN117905137A (en) 2024-03-07 2024-03-07 Bucket tooth state detection system and loading equipment

Publications (1)

Publication Number Publication Date
CN117905137A true CN117905137A (en) 2024-04-19

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