CN111784865A - Hydrogen refueling station inspection data processing method and hydrogen refueling station inspection device - Google Patents
Hydrogen refueling station inspection data processing method and hydrogen refueling station inspection device Download PDFInfo
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Abstract
Description
技术领域technical field
本发明涉及加氢巡检领域,具体而言,涉及一种加氢站巡检数据处理方法及加氢站巡检装置。The invention relates to the field of hydrogen refueling inspection, in particular to a hydrogen refueling station inspection data processing method and a hydrogen refueling station inspection device.
背景技术Background technique
相关技术中,加氢站由于存储了大量的可燃气体,因此对安全性能要求较高。一般情况都是有巡检人员按照一定频率进行巡检,但是人工巡检,由于各种各样的原因,无法较高的保证巡检效率和巡检准确率,并且存在;漏检概率较高,导致安全隐患较高的问题。In the related art, the hydrogen refueling station has high requirements on safety performance due to storing a large amount of combustible gas. In general, inspection personnel conduct inspections at a certain frequency, but manual inspections, due to various reasons, cannot guarantee high inspection efficiency and inspection accuracy, and there are; the probability of missed inspections is high , resulting in higher security risks.
针对上述的问题,目前尚未提出有效的解决方案。For the above problems, no effective solution has been proposed yet.
发明内容SUMMARY OF THE INVENTION
本发明实施例提供了一种加氢站巡检数据处理方法及加氢站巡检装置,以至少解决相关技术中的人工巡检,容易出现漏检错检,导致安全隐患较高的技术问题。The embodiments of the present invention provide a hydrogen refueling station inspection data processing method and a hydrogen refueling station inspection device, so as to at least solve the technical problem of manual inspection in the related art, which is prone to missed inspections and wrong inspections, resulting in high potential safety hazards. .
根据本发明实施例的一个方面,提供了一种加氢站巡检数据处理方法,包括:接收巡检设备采集的巡检图像,其中,所述巡检图像是通过所述巡检设备对加氢站进行巡检所采集的图像;对所述巡检图像进行处理,确定所述巡检图像中的被检设备的数据;根据所述被检设备的数据,确定所述被检设备是否运行正常。According to an aspect of the embodiments of the present invention, a method for processing inspection data of a hydrogen refueling station is provided, comprising: receiving an inspection image collected by an inspection device, wherein the inspection image is a The image collected during the inspection of the hydrogen station; the inspection image is processed to determine the data of the inspected device in the inspection image; according to the data of the inspected device, it is determined whether the inspected device is running normal.
可选的,接收巡检设备采集的巡检图像包括:确定所述巡检设备在巡检路径中的位置;在所述巡检设备的位置到达所述巡检路径中的预设位置的情况下,采集所述预设位置的被检设备的图像。Optionally, receiving the inspection image collected by the inspection device includes: determining the position of the inspection device in the inspection path; when the position of the inspection device reaches a preset position in the inspection path Next, collect an image of the device under inspection at the preset position.
可选的,采集所述预设位置的被检设备的图像包括:采集所述被检设备的可视装置的图像,其中,所述可视装置用于将所述被检设备的运行参数进行显示,所述可视装置包括下列至少之一:仪表,开关,显示屏。Optionally, collecting the image of the inspected device at the preset position includes: collecting an image of a visual device of the inspected device, wherein the visual device is used to perform an operation parameter of the inspected device. Display, the visual device includes at least one of the following: a meter, a switch, and a display screen.
可选的,对所述巡检图像进行处理,确定所述巡检图像中的被检设备的数据包括:对所述巡检图像进行图像识别,识别巡检图像中的可视装置的区域;对所述可视装置的区域进行数据识别,识别所述可视装置所表现的数据。Optionally, processing the inspection image to determine the data of the inspected device in the inspection image includes: performing image recognition on the inspection image, and identifying the area of the visible device in the inspection image; Data recognition is performed on the area of the visual device, and data displayed by the visual device is recognized.
可选的,确定所述巡检设备在所述巡检路径中的位置之后,包括:通过所述巡检设备的位置,生成实际巡检路径;将所述实际巡检路径与所述巡检路径进行比较,根据实际巡检路径的实际巡检节点是否包括所述巡检路径的所有巡检节点,确定所述巡检路径是否合格。Optionally, after determining the position of the inspection device in the inspection path, the process includes: generating an actual inspection path through the position of the inspection device; comparing the actual inspection path with the inspection path. Paths are compared, and whether the inspection path is qualified is determined according to whether the actual inspection nodes of the actual inspection path include all inspection nodes of the inspection path.
可选的,将所述实际巡检路径与所述巡检路径进行比较,根据实际巡检路径的实际巡检节点是否包括所述巡检路径的所有巡检节点,确定所述巡检路径是否合格之后,包括:在确定所述巡检路径合格的情况下,确定所述实际巡检路径的实际巡检节点的顺序,与所述巡检路径中巡检节点的顺序是否相同;在所述实际巡检路径的实际巡检节点的顺序,与所述巡检路径中巡检节点的顺序不相同的情况下,根据所述实际巡检路径的巡检顺序,优化所述巡检路径。Optionally, compare the actual inspection path with the inspection path, and determine whether the inspection path is based on whether the actual inspection nodes of the actual inspection path include all inspection nodes of the inspection path. After being qualified, it includes: in the case that the inspection path is determined to be qualified, determining whether the order of the actual inspection nodes of the actual inspection path is the same as the order of the inspection nodes in the inspection path; When the order of the actual inspection nodes of the actual inspection path is different from the order of the inspection nodes in the inspection path, the inspection path is optimized according to the inspection sequence of the actual inspection path.
可选的,根据所述被检设备的数据,确定所述被检设备是否运行正常包括:将所述被检设备的数据与所述数据对应的预设安全阈值进行比较;在所述被检设备的数据超过所述预设安全阈值的情况下,确定所述被检设备运行异常;在所述被检设备的数据不超过所述预设安全阈值的情况下,确定所述被检设备运行正常。Optionally, determining whether the detected device operates normally according to the data of the detected device includes: comparing the data of the detected device with a preset security threshold corresponding to the data; When the data of the device exceeds the preset safety threshold, it is determined that the device under inspection is running abnormally; in the case that the data of the device under inspection does not exceed the preset safety threshold, it is determined that the device under inspection is running normal.
根据本发明实施例的另一方面,还提供了一种加氢站巡检装置,包括:处理器和图像采集器;所述图像采集器,用于采集巡检过程中的巡检图像;所述处理器包括接收模块,处理模块,确定模块;所述接收模块,用于接收所述图像采集器采集的巡检图像;所述处理模块,用于对所述巡检图像进行处理,确定所述巡检图像中的被检设备的数据;所述确定模块,用于根据所述被检设备的数据,确定所述被检设备是否运行正常。According to another aspect of the embodiments of the present invention, a hydrogen refueling station inspection device is also provided, including: a processor and an image collector; the image collector is used to collect inspection images during the inspection process; The processor includes a receiving module, a processing module, and a determining module; the receiving module is used to receive the inspection image collected by the image collector; the processing module is used to process the inspection image to determine the inspection image. The data of the inspected device in the inspection image; the determining module is configured to determine whether the inspected device operates normally according to the data of the inspected device.
根据本发明实施例的另一方面,还提供了一种计算机存储介质,所述计算机存储介质包括存储的程序,其中,在所述程序运行时控制所述计算机存储介质所在设备执行上述中任意一项所述的加氢站巡检数据处理方法。According to another aspect of the embodiments of the present invention, a computer storage medium is further provided, where the computer storage medium includes a stored program, wherein when the program runs, the device where the computer storage medium is located is controlled to execute any one of the above The hydrogen refueling station inspection data processing method described in item.
根据本发明实施例的另一方面,还提供了一种处理器,所述处理器用于运行程序,其中,所述程序运行时执行上述中任意一项所述的加氢站巡检数据处理方法。According to another aspect of the embodiments of the present invention, a processor is also provided, and the processor is configured to run a program, wherein, when the program is running, any one of the above-mentioned methods for processing hydrogen refueling station inspection data is executed .
在本发明实施例中,采用接收巡检设备采集的巡检图像,其中,巡检图像是通过巡检设备对加氢站进行巡检所采集的图像;对巡检图像进行处理,确定巡检图像中的被检设备的数据;根据被检设备的数据,确定被检设备是否运行正常的方式,通过巡检设备采集巡检过程中的巡检图像,对巡检图像进行分析,确定巡检过程中被检设备的数据,进而根据被检设备的证据确定被检设备是否安全正常运行,并根据巡检设备的位置,确定实际巡检路径是否合理,达到了自动对巡检图像进行识别,以实现巡检的目的,从而实现了降低了漏检概率,提高了安全性能的技术效果,进而解决了相关技术中的人工巡检,容易出现漏检错检,导致安全隐患较高的技术问题。In the embodiment of the present invention, the inspection image collected by the receiving inspection equipment is used, wherein the inspection image is an image collected by the inspection equipment for the inspection of the hydrogen refueling station; the inspection image is processed to determine the inspection image. The data of the inspected equipment in the image; according to the data of the inspected equipment, to determine whether the inspected equipment is running normally, collect the inspection images during the inspection process through the inspection equipment, analyze the inspection images, and determine the inspection In the process, the data of the inspected equipment can be used to determine whether the inspected equipment is running safely and normally according to the evidence of the inspected equipment, and whether the actual inspection path is reasonable according to the location of the inspection equipment, so as to achieve automatic identification of inspection images. In order to achieve the purpose of inspection, the technical effect of reducing the probability of missed inspection and improving the safety performance is achieved, thereby solving the technical problem of manual inspection in related technologies, which is prone to missed inspection and wrong inspection, resulting in high security risks. .
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 herein are used to provide a further understanding of the present invention and constitute a part of the present application. The exemplary embodiments of the present invention and their descriptions are used to explain the present invention and do not constitute an improper limitation of the present invention. In the attached image:
图1是根据本发明实施例的一种加氢站巡检数据处理方法的流程图;1 is a flow chart of a method for processing inspection data of a hydrogen refueling station according to an embodiment of the present invention;
图2是根据本发明实施例的一种加氢站巡检数据处理装置的示意图。FIG. 2 is a schematic diagram of a hydrogen refueling station inspection data processing device according to an embodiment of the present invention.
具体实施方式Detailed ways
为了使本技术领域的人员更好地理解本发明方案,下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本发明一部分的实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都应当属于本发明保护的范围。In order to make those skilled in the art better understand the solutions of the present invention, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only Embodiments are part of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.
需要说明的是,本发明的说明书和权利要求书及上述附图中的术语“第一”、“第二”等是用于区别类似的对象,而不必用于描述特定的顺序或先后次序。应该理解这样使用的数据在适当情况下可以互换,以便这里描述的本发明的实施例能够以除了在这里图示或描述的那些以外的顺序实施。此外,术语“包括”和“具有”以及他们的任何变形,意图在于覆盖不排他的包含,例如,包含了一系列步骤或单元的过程、方法、系统、产品或设备不必限于清楚地列出的那些步骤或单元,而是可包括没有清楚地列出的或对于这些过程、方法、产品或设备固有的其它步骤或单元。It should be noted that the terms "first", "second" and the like in the description and claims of the present invention and the above drawings are used to distinguish similar objects, and are not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used may be interchanged under appropriate circumstances such that the embodiments of the invention described herein can be practiced in sequences other than those illustrated or described herein. Furthermore, the terms "comprising" and "having" and any variations thereof, are intended to cover non-exclusive inclusion, for example, a process, method, system, product or device comprising a series of steps or units is not necessarily limited to those expressly listed Rather, those steps or units may include other steps or units not expressly listed or inherent to these processes, methods, products or devices.
根据本发明实施例,提供了一种加氢站巡检数据处理方法的方法实施例,需要说明的是,在附图的流程图示出的步骤可以在诸如一组计算机可执行指令的计算机系统中执行,并且,虽然在流程图中示出了逻辑顺序,但是在某些情况下,可以以不同于此处的顺序执行所示出或描述的步骤。According to an embodiment of the present invention, a method embodiment of a method for processing data of a hydrogen refueling station inspection is provided. It should be noted that the steps shown in the flowchart of the accompanying drawings can be executed in a computer system such as a set of computer-executable instructions. and, although a logical order is shown in the flowcharts, in some cases the steps shown or described may be performed in an order different from that herein.
图1是根据本发明实施例的一种加氢站巡检数据处理方法的流程图,如图1所示,该方法包括如下步骤:Fig. 1 is a flowchart of a method for processing inspection data of a hydrogen refueling station according to an embodiment of the present invention. As shown in Fig. 1 , the method includes the following steps:
步骤S102,接收巡检设备采集的巡检图像,其中,巡检图像是通过巡检设备对加氢站进行巡检所采集的图像;Step S102, receiving the inspection image collected by the inspection equipment, wherein the inspection image is an image collected by the inspection equipment for the inspection of the hydrogen refueling station;
步骤S104,对巡检图像进行处理,确定巡检图像中的被检设备的数据;Step S104, processing the inspection image to determine the data of the inspected device in the inspection image;
步骤S106,根据被检设备的数据,确定被检设备是否运行正常。Step S106, according to the data of the device under inspection, determine whether the device under inspection operates normally.
通过上述步骤,采用接收巡检设备采集的巡检图像,其中,巡检图像是通过巡检设备对加氢站进行巡检所采集的图像;对巡检图像进行处理,确定巡检图像中的被检设备的数据;根据被检设备的数据,确定被检设备是否运行正常的方式,通过巡检设备采集巡检过程中的巡检图像,对巡检图像进行分析,确定巡检过程中被检设备的数据,进而根据被检设备的证据确定被检设备是否安全正常运行,并根据巡检设备的位置,确定实际巡检路径是否合理,达到了自动对巡检图像进行识别,以实现巡检的目的,从而实现了降低了漏检概率,提高了安全性能的技术效果,进而解决了相关技术中的人工巡检,容易出现漏检错检,导致安全隐患较高的技术问题。Through the above steps, the inspection image collected by the receiving inspection equipment is used, wherein the inspection image is an image collected by the inspection equipment for the inspection of the hydrogen refueling station; the inspection image is processed to determine the The data of the inspected equipment; according to the data of the inspected equipment, to determine whether the inspected equipment is running normally, collect the inspection images during the inspection process through the inspection equipment, analyze the inspection images, and determine the inspection images during the inspection process. According to the data of the inspection equipment, and then determine whether the inspected equipment is running safely and normally according to the evidence of the inspected equipment, and determine whether the actual inspection path is reasonable according to the location of the inspection equipment, so as to achieve automatic identification of inspection images to realize inspection and inspection. Therefore, the technical effect of reducing the probability of missed detection and improving the safety performance is realized, thereby solving the technical problem of manual inspection in related technologies, which is prone to missed detection and false detection, resulting in high security risks.
上述巡检设备可以包括图像采集设备,对巡检过程中的被检设备的图像进行采集。上述巡检设备可以有巡检人员携带,跟随巡检人员的巡检行为,采集巡检过程中的巡检图像。The above-mentioned inspection equipment may include an image acquisition device, which collects images of the inspected equipment during the inspection process. The above-mentioned inspection equipment can be carried by the inspection personnel, follow the inspection behavior of the inspection personnel, and collect inspection images during the inspection process.
可选的,接收巡检设备采集的巡检图像包括:确定巡检设备在巡检路径中的位置;在巡检设备的位置到达巡检路径中的预设位置的情况下,采集预设位置的被检设备的图像。Optionally, receiving the inspection image collected by the inspection device includes: determining the position of the inspection device in the inspection path; and collecting the preset position when the position of the inspection device reaches the preset position in the inspection path. image of the device being inspected.
上述巡检路径中的预设位置可以是被检设备的仪表或者显示屏所在的位置,可以在该位置直观的采集到的被检设备的仪表或者显示屏,从而使巡检图像具有被检设备的相关参数信息,可以对巡检图像进行处理,确定该被检设备的运行参数,从而确定该被检设备是否运行正常。The preset position in the above-mentioned inspection path can be the position of the instrument or display screen of the device under inspection, and the instrument or display screen of the device under inspection can be intuitively collected at this position, so that the inspection image has the device under inspection. The relevant parameter information can be processed on the inspection image to determine the operating parameters of the inspected device, so as to determine whether the inspected device is operating normally.
可选的,采集预设位置的被检设备的图像包括:采集被检设备的可视装置的图像,其中,可视装置用于将被检设备的运行参数进行显示,可视装置包括下列至少之一:仪表,开关,显示屏。Optionally, collecting an image of the inspected device at a preset position includes: collecting an image of a visual device of the inspected device, wherein the visual device is used to display the operating parameters of the inspected device, and the visual device includes at least the following: One: meter, switch, display.
上述可视装置也即是将被检设备的参数进行可视化处理,包括但不限于仪表,显示屏,开关。具体的仪表可以通过预设的读数规则,读取仪表的数据,显示屏可以直接读取显示屏现实的数据项和数字,通过开关状态可以确定相关的参数,通过多个开关的状态可以确定对应的参数等。The above-mentioned visual device is to visualize the parameters of the equipment under inspection, including but not limited to meters, display screens, and switches. The specific meter can read the data of the meter through the preset reading rules, the display screen can directly read the actual data items and numbers on the display screen, the relevant parameters can be determined by the switch state, and the corresponding parameters can be determined by the state of multiple switches. parameters, etc.
可选的,对巡检图像进行处理,确定巡检图像中的被检设备的数据包括:对巡检图像进行图像识别,识别巡检图像中的可视装置的区域;对可视装置的区域进行数据识别,识别可视装置所表现的数据。Optionally, processing the inspection image to determine the data of the inspected device in the inspection image includes: performing image recognition on the inspection image to identify the area of the visible device in the inspection image; Data recognition is performed to recognize the data represented by the visual device.
上述巡检图像可以为上述被检设备的图像,上述巡检图像中包括上述被检设备的运行参数,通过图像识别技术识别巡检图像中的可视装置的区域,对可视装置的区域进行数据识别,可以先对可视装置的类型进行识别,确定可视装置的类型的情况下,根据该可视装置对应的类型,识别该可视装置区域的数据。The above-mentioned inspection image may be an image of the above-mentioned equipment under inspection. The above-mentioned inspection image includes the operating parameters of the above-mentioned equipment under inspection. The area of the visible device in the inspection image is identified by image recognition technology, and the area of the visible device is checked. For data identification, the type of the visual device can be identified first, and when the type of the visual device is determined, the data of the visual device area can be identified according to the type corresponding to the visual device.
上述识别巡检图像中的可视装置区域,可以通过第一识别模型进行识别,上述识别模型可以为机器学习模型,由多组训练数据训练而成,训练数据包括正样本和负样本,每组正样本训练数据包括输入的巡检图像和对应的可视装置的区域,每组负样本训练数据包括输入的不包括可视装置的区域的巡检图像,以及输出结果为无。The visual device area in the above-mentioned identification inspection image can be identified by a first identification model, and the above-mentioned identification model can be a machine learning model, which is trained by multiple sets of training data, and the training data includes positive samples and negative samples. The positive sample training data includes the input inspection image and the corresponding visual device area, each set of negative sample training data includes the input inspection image of the area excluding the visual device, and the output result is none.
上述对可视装置的区域进行数据识别也可以通过第二识别模型进行识别,上述第二识别模型可以为多个,每个类型的可视装置对应一个第二识别模型,例如,上述可视装置包括仪表,开关,显示屏三种,每种可视装置分别对应一个第二识别模型。The above-mentioned data recognition for the area of the visual device can also be identified by a second recognition model, and the above-mentioned second recognition model can be multiple, and each type of visual device corresponds to a second recognition model, for example, the above-mentioned visual device There are three types of instruments, switches, and display screens, and each visual device corresponds to a second identification model.
上述第二识别模型可以为机器学习模型,由多组训练数据训练而成,每组训练数据包括输入的对应的类型的可视装置的区域图像,以及该区域图像对应的数据。The above-mentioned second recognition model may be a machine learning model, which is trained by multiple sets of training data, and each set of training data includes an inputted area image of a visual device of a corresponding type, and data corresponding to the area image.
可选的,确定巡检设备在巡检路径中的位置之后,包括:通过巡检设备的位置,生成实际巡检路径;将实际巡检路径与巡检路径进行比较,根据实际巡检路径的实际巡检节点是否包括巡检路径的所有巡检节点,确定巡检路径是否合格。Optionally, after determining the position of the inspection equipment in the inspection path, it includes: generating an actual inspection path through the position of the inspection equipment; Check whether the actual inspection node includes all inspection nodes of the inspection path, and determine whether the inspection path is qualified.
从而根据实际巡检路径是否将所有的要巡检的位置和设备进行巡检,提高巡检的准确率,并在巡检人员装配巡检设备的情况下,还可以根据实际巡检路径对巡检人员的巡检工作是否合格进行评估和确定。Therefore, according to the actual inspection path, whether all the locations and equipment to be inspected are inspected to improve the accuracy of inspection. Whether the inspection work of the inspectors is qualified shall be evaluated and determined.
可选的,将实际巡检路径与巡检路径进行比较,根据实际巡检路径的实际巡检节点是否包括巡检路径的所有巡检节点,确定巡检路径是否合格之后,包括:在确定巡检路径合格的情况下,确定实际巡检路径的实际巡检节点的顺序,与巡检路径中巡检节点的顺序是否相同;在实际巡检路径的实际巡检节点的顺序,与巡检路径中巡检节点的顺序不相同的情况下,根据实际巡检路径的巡检顺序,优化巡检路径。Optionally, compare the actual inspection path with the inspection path, and after determining whether the inspection path is qualified according to whether the actual inspection node of the actual inspection path includes all inspection nodes of the inspection path, include: after determining whether the inspection path is qualified. If the inspection path is qualified, determine whether the order of the actual inspection nodes of the actual inspection path is the same as the order of the inspection nodes in the inspection path; If the order of the inspection nodes is not the same, the inspection path is optimized according to the inspection order of the actual inspection path.
在实际巡检路径巡检了所有的巡检节点的情况下,确定实际巡检节点的巡检书序和巡检节点的巡检顺序是否相同,在不同的情况下,说明实际巡检路径实行了与预设的巡检路径不同的可行方案,则可以实际巡检路径的巡检顺序对巡检路径进行优化。When the actual inspection path inspects all inspection nodes, determine whether the inspection book sequence of the actual inspection node and the inspection order of the inspection nodes are the same. In different cases, explain that the actual inspection path is implemented. If a feasible solution different from the preset inspection path is found, the inspection path can be optimized according to the inspection sequence of the actual inspection path.
需要说明的是,在实际巡检路径的实际用时小于预设用时,或者实际效率高于预设效率的根据,根据实际巡检顺序对巡检路径进行优化。It should be noted that, when the actual time of the actual inspection path is less than the preset time, or the actual efficiency is higher than the preset efficiency, the inspection path is optimized according to the actual inspection sequence.
可选的,根据被检设备的数据,确定被检设备是否运行正常包括:将被检设备的数据与数据对应的预设安全阈值进行比较;在被检设备的数据超过预设安全阈值的情况下,确定被检设备运行异常;在被检设备的数据不超过预设安全阈值的情况下,确定被检设备运行正常。Optionally, determining whether the tested device operates normally according to the data of the tested device includes: comparing the data of the tested device with a preset safety threshold corresponding to the data; when the data of the tested device exceeds the preset safety threshold Under the condition that the data of the detected device does not exceed the preset safety threshold, it is determined that the detected device is operating normally.
接收巡检人员的巡检结果,巡检人员的巡检结果和根据上述方法确定的巡检结果不同的情况下,可以向巡检人员发送提示信息,确认该巡检节点的巡检结果。在确定被检设备运行异常的情况下,进行记录并向相关的维修人员发送维修信息,在具有安全隐患的情况下发出警报。Receive the inspection result of the inspector. If the inspection result of the inspector is different from the inspection result determined according to the above method, a prompt message can be sent to the inspector to confirm the inspection result of the inspection node. When it is determined that the inspected equipment is operating abnormally, it will record and send maintenance information to the relevant maintenance personnel, and issue an alarm in the case of potential safety hazards.
需要说明的是,本申请实施例还提供了一种可选的实施方式,下面对该实施方式进行详细说明。It should be noted that the embodiment of the present application further provides an optional implementation manner, which will be described in detail below.
本实施方式为寻巡检人员配置图像采集设备,采集巡检过程中的图像,并配置定位模块,确定巡检轨迹。根据图像分析,对采集的图像进行识别,确定在巡检路径中的采集点的仪表,开关等设备的数据,并判断该数据是否处于安全范围。对采集的图像进行识别,还可以确定采集的仪表在巡检路径中的位置,根据该位置和巡检人员的巡检时间,确定巡检人员的实际巡检流程,确定巡检人员是否漏检,或者巡检顺序可以优化。This embodiment configures an image acquisition device for inspectors to collect images during the inspection process, and configures a positioning module to determine the inspection track. According to the image analysis, the collected images are identified, the data of the instruments, switches and other equipment at the collection point in the inspection path are determined, and whether the data is in the safe range is judged. Identifying the collected images can also determine the position of the collected instrument in the inspection path. According to the position and the inspection time of the inspection personnel, the actual inspection process of the inspection personnel can be determined, and whether the inspection personnel have missed the inspection can be determined. , or the inspection sequence can be optimized.
图2是根据本发明实施例的一种加氢站巡检数据处理装置的示意图,如图2所示,根据本发明实施例的另一方面,还提供了一种加氢站巡检装置,包括:处理器22和图像采集器24,下面对该装置进行详细说明。FIG. 2 is a schematic diagram of a hydrogen refueling station inspection data processing device according to an embodiment of the present invention. As shown in FIG. 2 , according to another aspect of the embodiment of the present invention, a hydrogen refueling station inspection device is also provided, It includes: a processor 22 and an image collector 24, and the device will be described in detail below.
处理器22和图像采集器24;图像采集器24,用于采集巡检过程中的巡检图像;处理器22包括接收模块222,处理模块224,确定模块226;接收模块222,用于接收图像采集器采集的巡检图像;处理模块224,与上述接收模块222相连,用于对巡检图像进行处理,确定巡检图像中的被检设备的数据;确定模块226,与上述处理模块224相连,用于根据被检设备的数据,确定被检设备是否运行正常。The processor 22 and the image collector 24; the image collector 24 is used to collect inspection images during the inspection process; the processor 22 includes a receiving module 222, a processing module 224, and a determination module 226; the receiving module 222 is used to receive images The inspection image collected by the collector; the processing module 224, which is connected with the above-mentioned receiving module 222, is used to process the inspection image and determine the data of the inspected equipment in the inspection image; the determining module 226 is connected with the above-mentioned processing module 224. , which is used to determine whether the device under inspection is running normally according to the data of the device under inspection.
通过上述装置,采用处理器22和图像采集器24;图像采集器24采集巡检过程中的巡检图像;处理器22包括接收模块242,处理模块244,确定模块246;接收模块242,用于接收图像采集器采集的巡检图像;处理模块244,与上述接收模块242相连,用于对巡检图像进行处理,确定巡检图像中的被检设备的数据;确定模块262,与上述处理模块244相连,用于根据被检设备的数据,确定被检设备是否运行正常的方式,通过巡检设备采集巡检过程中的巡检图像,对巡检图像进行分析,确定巡检过程中被检设备的数据,进而根据被检设备的证据确定被检设备是否安全正常运行,并根据巡检设备的位置,确定实际巡检路径是否合理,达到了自动对巡检图像进行识别,以实现巡检的目的,从而实现了降低了漏检概率,提高了安全性能的技术效果,进而解决了相关技术中的人工巡检,容易出现漏检错检,导致安全隐患较高的技术问题。Through the above device, a processor 22 and an image collector 24 are used; the image collector 24 collects inspection images during the inspection process; the processor 22 includes a receiving module 242, a processing module 244, and a determination module 246; the receiving module 242 is used for Receive the inspection image collected by the image collector; the processing module 244 is connected to the above-mentioned receiving module 242, and is used to process the inspection image and determine the data of the inspected device in the inspection image; the determining module 262, and the above-mentioned processing module 244 connection, it is used to determine whether the inspected device is running normally according to the data of the inspected device, collect the inspection image during the inspection process through the inspection device, analyze the inspection image, and determine the inspection image during the inspection process. The data of the equipment, and then determine whether the inspected equipment is running safely and normally according to the evidence of the inspected equipment, and determine whether the actual inspection path is reasonable according to the location of the inspection equipment, so as to achieve automatic identification of inspection images to realize inspection. In this way, the technical effect of reducing the probability of missed detection and improving the safety performance is realized, thereby solving the technical problem of manual inspection in the related technology, which is prone to missed detection and false detection, resulting in high security risks.
上述加氢站巡检装置可以装配在巡检人员身上,从而采集巡检过程中的巡检图像。The above-mentioned hydrogen refueling station inspection device can be assembled on the inspection personnel, so as to collect inspection images during the inspection process.
可选的,接收模块222包括:第一确定单元,用于确定巡检设备在巡检路径中的位置;采集单元,用于在巡检设备的位置到达巡检路径中的预设位置的情况下,采集预设位置的被检设备的图像。Optionally, the receiving module 222 includes: a first determination unit for determining the position of the inspection equipment in the inspection path; a collection unit for when the position of the inspection equipment reaches a preset position in the inspection path Next, capture the image of the inspected device at the preset position.
可选的,采集单元包括:采集子单元,用于采集被检设备的可视装置的图像,其中,可视装置用于将被检设备的运行参数进行显示,可视装置包括下列至少之一:仪表,开关,显示屏。Optionally, the collection unit includes: a collection sub-unit for collecting an image of a visual device of the inspected device, wherein the visual device is used to display the operating parameters of the inspected device, and the visual device includes at least one of the following: : Meters, switches, displays.
可选的,处理模块224包括:第一识别单元,用于对巡检图像进行图像识别,识别巡检图像中的可视装置的区域;第二识别单元,用于对可视装置的区域进行数据识别,识别可视装置所表现的数据。Optionally, the processing module 224 includes: a first recognition unit, used for performing image recognition on the inspection image, and recognizing the area of the visible device in the inspection image; a second recognition unit, used for performing image recognition on the area of the visible device. Data identification, identifying the data represented by the visual device.
可选的,还包括:生成单元,用于通过巡检设备的位置,生成实际巡检路径;第一比较单元,用于将实际巡检路径与巡检路径进行比较,根据实际巡检路径的实际巡检节点是否包括巡检路径的所有巡检节点,确定巡检路径是否合格。Optionally, it also includes: a generating unit, configured to generate an actual inspection path through the position of the inspection equipment; a first comparison unit, used to compare the actual inspection path with the inspection path, and based on the actual inspection path. Check whether the actual inspection node includes all inspection nodes of the inspection path, and determine whether the inspection path is qualified.
可选的,还包括:第二确定单元,用于在确定巡检路径合格的情况下,确定实际巡检路径的实际巡检节点的顺序,与巡检路径中巡检节点的顺序是否相同;第三确定单元,用于在实际巡检路径的实际巡检节点的顺序,与巡检路径中巡检节点的顺序不相同的情况下,根据实际巡检路径的巡检顺序,优化巡检路径。Optionally, it further includes: a second determination unit, configured to determine whether the order of the actual inspection nodes of the actual inspection path is the same as the order of the inspection nodes in the inspection path under the condition that the inspection path is determined to be qualified; The third determining unit is used to optimize the inspection path according to the inspection sequence of the actual inspection path when the order of the actual inspection nodes of the actual inspection path is different from the order of the inspection nodes in the inspection path .
可选的,确定模块226包括:第二比较单元,用于将被检设备的数据与数据对应的预设安全阈值进行比较;第四确定单元,用于在被检设备的数据超过预设安全阈值的情况下,确定被检设备运行异常;第五确定单元,用于在被检设备的数据不超过预设安全阈值的情况下,确定被检设备运行正常。Optionally, the determination module 226 includes: a second comparison unit, used to compare the data of the device under inspection with a preset safety threshold value corresponding to the data; a fourth determination unit, used for when the data of the device under inspection exceeds the preset safety threshold. In the case of the threshold value, it is determined that the detected device is running abnormally; the fifth determining unit is used to determine that the detected device is running normally when the data of the detected device does not exceed the preset safety threshold.
根据本发明实施例的另一方面,还提供了一种计算机存储介质,计算机存储介质包括存储的程序,其中,在程序运行时控制计算机存储介质所在设备执行下列步骤:According to another aspect of the embodiments of the present invention, a computer storage medium is also provided, where the computer storage medium includes a stored program, wherein when the program runs, the device where the computer storage medium is located is controlled to perform the following steps:
接收巡检设备采集的巡检图像,其中,巡检图像是通过巡检设备对加氢站进行巡检所采集的图像;对巡检图像进行处理,确定巡检图像中的被检设备的数据;根据被检设备的数据,确定被检设备是否运行正常。Receive the inspection image collected by the inspection equipment, wherein the inspection image is the image collected by the inspection equipment to inspect the hydrogen refueling station; process the inspection image to determine the data of the inspected equipment in the inspection image ; According to the data of the tested equipment, determine whether the tested equipment is running normally.
可选的,接收巡检设备采集的巡检图像包括:确定巡检设备在巡检路径中的位置;在巡检设备的位置到达巡检路径中的预设位置的情况下,采集预设位置的被检设备的图像。Optionally, receiving the inspection image collected by the inspection device includes: determining the position of the inspection device in the inspection path; and collecting the preset position when the position of the inspection device reaches the preset position in the inspection path. image of the device being inspected.
可选的,采集预设位置的被检设备的图像包括:采集被检设备的可视装置的图像,其中,可视装置用于将被检设备的运行参数进行显示,可视装置包括下列至少之一:仪表,开关,显示屏。Optionally, collecting an image of the inspected device at a preset position includes: collecting an image of a visual device of the inspected device, wherein the visual device is used to display the operating parameters of the inspected device, and the visual device includes at least the following: One: meter, switch, display.
可选的,对巡检图像进行处理,确定巡检图像中的被检设备的数据包括:对巡检图像进行图像识别,识别巡检图像中的可视装置的区域;对可视装置的区域进行数据识别,识别可视装置所表现的数据。Optionally, processing the inspection image to determine the data of the inspected device in the inspection image includes: performing image recognition on the inspection image to identify the area of the visible device in the inspection image; Data recognition is performed to recognize the data represented by the visual device.
可选的,确定巡检设备在巡检路径中的位置之后,包括:通过巡检设备的位置,生成实际巡检路径;将实际巡检路径与巡检路径进行比较,根据实际巡检路径的实际巡检节点是否包括巡检路径的所有巡检节点,确定巡检路径是否合格。Optionally, after determining the position of the inspection equipment in the inspection path, it includes: generating an actual inspection path through the position of the inspection equipment; Check whether the actual inspection node includes all inspection nodes of the inspection path, and determine whether the inspection path is qualified.
可选的,将实际巡检路径与巡检路径进行比较,根据实际巡检路径的实际巡检节点是否包括巡检路径的所有巡检节点,确定巡检路径是否合格之后,包括:在确定巡检路径合格的情况下,确定实际巡检路径的实际巡检节点的顺序,与巡检路径中巡检节点的顺序是否相同;在实际巡检路径的实际巡检节点的顺序,与巡检路径中巡检节点的顺序不相同的情况下,根据实际巡检路径的巡检顺序,优化巡检路径。Optionally, compare the actual inspection path with the inspection path, and after determining whether the inspection path is qualified according to whether the actual inspection node of the actual inspection path includes all inspection nodes of the inspection path, include: after determining whether the inspection path is qualified. If the inspection path is qualified, determine whether the order of the actual inspection nodes of the actual inspection path is the same as the order of the inspection nodes in the inspection path; If the order of the inspection nodes is not the same, the inspection path is optimized according to the inspection order of the actual inspection path.
可选的,根据被检设备的数据,确定被检设备是否运行正常包括:将被检设备的数据与数据对应的预设安全阈值进行比较;在被检设备的数据超过预设安全阈值的情况下,确定被检设备运行异常;在被检设备的数据不超过预设安全阈值的情况下,确定被检设备运行正常。Optionally, determining whether the tested device operates normally according to the data of the tested device includes: comparing the data of the tested device with a preset safety threshold corresponding to the data; when the data of the tested device exceeds the preset safety threshold Under the condition that the data of the detected device does not exceed the preset safety threshold, it is determined that the detected device is operating normally.
根据本发明实施例的另一方面,还提供了一种处理器,处理器用于运行程序,其中,程序运行时执行以下步骤:According to another aspect of the embodiments of the present invention, a processor is also provided, and the processor is used for running a program, wherein the following steps are performed when the program is running:
接收巡检设备采集的巡检图像,其中,巡检图像是通过巡检设备对加氢站进行巡检所采集的图像;对巡检图像进行处理,确定巡检图像中的被检设备的数据;根据被检设备的数据,确定被检设备是否运行正常。Receive the inspection image collected by the inspection equipment, wherein the inspection image is the image collected by the inspection equipment to inspect the hydrogen refueling station; process the inspection image to determine the data of the inspected equipment in the inspection image ; According to the data of the tested equipment, determine whether the tested equipment is running normally.
可选的,接收巡检设备采集的巡检图像包括:确定巡检设备在巡检路径中的位置;在巡检设备的位置到达巡检路径中的预设位置的情况下,采集预设位置的被检设备的图像。Optionally, receiving the inspection image collected by the inspection device includes: determining the position of the inspection device in the inspection path; and collecting the preset position when the position of the inspection device reaches the preset position in the inspection path. image of the device being inspected.
可选的,采集预设位置的被检设备的图像包括:采集被检设备的可视装置的图像,其中,可视装置用于将被检设备的运行参数进行显示,可视装置包括下列至少之一:仪表,开关,显示屏。Optionally, collecting an image of the inspected device at a preset position includes: collecting an image of a visual device of the inspected device, wherein the visual device is used to display the operating parameters of the inspected device, and the visual device includes at least the following: One: meter, switch, display.
可选的,对巡检图像进行处理,确定巡检图像中的被检设备的数据包括:对巡检图像进行图像识别,识别巡检图像中的可视装置的区域;对可视装置的区域进行数据识别,识别可视装置所表现的数据。Optionally, processing the inspection image to determine the data of the inspected device in the inspection image includes: performing image recognition on the inspection image to identify the area of the visible device in the inspection image; Data recognition is performed to recognize the data represented by the visual device.
可选的,确定巡检设备在巡检路径中的位置之后,包括:通过巡检设备的位置,生成实际巡检路径;将实际巡检路径与巡检路径进行比较,根据实际巡检路径的实际巡检节点是否包括巡检路径的所有巡检节点,确定巡检路径是否合格。Optionally, after determining the position of the inspection equipment in the inspection path, it includes: generating an actual inspection path through the position of the inspection equipment; Check whether the actual inspection node includes all inspection nodes of the inspection path, and determine whether the inspection path is qualified.
可选的,将实际巡检路径与巡检路径进行比较,根据实际巡检路径的实际巡检节点是否包括巡检路径的所有巡检节点,确定巡检路径是否合格之后,包括:在确定巡检路径合格的情况下,确定实际巡检路径的实际巡检节点的顺序,与巡检路径中巡检节点的顺序是否相同;在实际巡检路径的实际巡检节点的顺序,与巡检路径中巡检节点的顺序不相同的情况下,根据实际巡检路径的巡检顺序,优化巡检路径。Optionally, compare the actual inspection path with the inspection path, and after determining whether the inspection path is qualified according to whether the actual inspection node of the actual inspection path includes all inspection nodes of the inspection path, include: after determining whether the inspection path is qualified. If the inspection path is qualified, determine whether the order of the actual inspection nodes of the actual inspection path is the same as the order of the inspection nodes in the inspection path; If the order of the inspection nodes is not the same, the inspection path is optimized according to the inspection order of the actual inspection path.
可选的,根据被检设备的数据,确定被检设备是否运行正常包括:将被检设备的数据与数据对应的预设安全阈值进行比较;在被检设备的数据超过预设安全阈值的情况下,确定被检设备运行异常;在被检设备的数据不超过预设安全阈值的情况下,确定被检设备运行正常。Optionally, determining whether the tested device operates normally according to the data of the tested device includes: comparing the data of the tested device with a preset safety threshold corresponding to the data; when the data of the tested device exceeds the preset safety threshold Under the condition that the data of the detected device does not exceed the preset safety threshold, it is determined that the detected device is operating normally.
上述本发明实施例序号仅仅为了描述,不代表实施例的优劣。The above-mentioned serial numbers of the embodiments of the present invention are only for description, and do not represent the advantages or disadvantages of the embodiments.
在本发明的上述实施例中,对各个实施例的描述都各有侧重,某个实施例中没有详述的部分,可以参见其他实施例的相关描述。In the above-mentioned embodiments of the present invention, the description of each embodiment has its own emphasis. For parts that are not described in detail in a certain embodiment, reference may be made to related descriptions of other embodiments.
在本申请所提供的几个实施例中,应该理解到,所揭露的技术内容,可通过其它的方式实现。其中,以上所描述的装置实施例仅仅是示意性的,例如所述单元的划分,可以为一种逻辑功能划分,实际实现时可以有另外的划分方式,例如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信连接可以是通过一些接口,单元或模块的间接耦合或通信连接,可以是电性或其它的形式。In the several embodiments provided in this application, it should be understood that the disclosed technical content can be implemented in other ways. The device embodiments described above are only illustrative, for example, the division of the units may be a logical function division, and there may be other division methods in actual implementation, for example, multiple units or components may be combined or Integration into another system, or some features can be ignored, or not implemented. On the other hand, the shown or discussed mutual coupling or direct coupling or communication connection may be through some interfaces, indirect coupling or communication connection of units or modules, and may be in electrical or other forms.
所述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 components shown as units may or may not be physical units, that is, may be located in one place, or may be distributed to multiple units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution in this embodiment.
另外,在本发明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 invention may be integrated into one processing unit, or each unit may exist physically alone, or two or more units may be integrated into one unit. The above-mentioned integrated units may be implemented in the form of hardware, or may be implemented in the form of software functional units.
所述集成的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取存储介质中。基于这样的理解,本发明的技术方案本质上或者说对现有技术做出贡献的部分或者该技术方案的全部或部分可以以软件产品的形式体现出来,该计算机软件产品存储在一个存储介质中,包括若干指令用以使得一台计算机设备(可为个人计算机、服务器或者网络设备等)执行本发明各个实施例所述方法的全部或部分步骤。而前述的存储介质包括:U盘、只读存储器(ROM,Read-Only Memory)、随机存取存储器(RAM,Random Access Memory)、移动硬盘、磁碟或者光盘等各种可以存储程序代码的介质。The integrated unit, if implemented in the form of a software functional unit and sold or used as an independent product, may be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the present invention is essentially or the part that contributes to the prior art, or all or part of the technical solution can be embodied in the form of a software product, and the computer software product is stored in a storage medium , including several instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to execute all or part of the steps of the methods described in the various embodiments of the present invention. The aforementioned storage medium includes: U disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), mobile hard disk, magnetic disk or optical disk and other media that can store program codes .
以上所述仅是本发明的优选实施方式,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,还可以做出若干改进和润饰,这些改进和润饰也应视为本发明的保护范围。The above are only the preferred embodiments of the present invention. It should be pointed out that for those skilled in the art, without departing from the principles of the present invention, several improvements and modifications can be made. It should be regarded as the protection scope of the present invention.
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