WO2024001309A1 - Method and apparatus for generating and producing template for infrared thermal image analysis report - Google Patents

Method and apparatus for generating and producing template for infrared thermal image analysis report Download PDF

Info

Publication number
WO2024001309A1
WO2024001309A1 PCT/CN2023/081621 CN2023081621W WO2024001309A1 WO 2024001309 A1 WO2024001309 A1 WO 2024001309A1 CN 2023081621 W CN2023081621 W CN 2023081621W WO 2024001309 A1 WO2024001309 A1 WO 2024001309A1
Authority
WO
WIPO (PCT)
Prior art keywords
temperature
analysis
image
area
infrared
Prior art date
Application number
PCT/CN2023/081621
Other languages
French (fr)
Chinese (zh)
Inventor
黄晟
毛磊
王江波
Original Assignee
武汉高德智感科技有限公司
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by 武汉高德智感科技有限公司 filed Critical 武汉高德智感科技有限公司
Publication of WO2024001309A1 publication Critical patent/WO2024001309A1/en

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F40/00—Handling natural language data
    • G06F40/10—Text processing
    • G06F40/166—Editing, e.g. inserting or deleting
    • G06F40/186—Templates

Definitions

  • the present invention relates to the technical field of infrared thermal imaging, and in particular to a method and device for generating and template making of an infrared thermal image analysis report.
  • Infrared thermal imaging technology is widely used in electric power, epidemic prevention, customs and other industries. After collecting infrared heat images through a thermal imaging camera, it is often necessary to use special infrared heat image analysis software to analyze the heat images and measure the temperature. Then use word editing software such as word to compile the analysis results of the infrared heat map into an analysis report.
  • the traditional method for users to prepare analysis reports is in general word processing software such as Word.
  • the compilation process has the following flaws: After the user uses the infrared heat map analysis software to obtain the required analysis data, he inputs the required images and data one by one into the word processing software.
  • the manual input method is prone to errors and omissions due to human negligence, and there are a large number of repeated operations. , a waste of time and low work efficiency.
  • embodiments of the present invention provide a method and device for generating an infrared thermal image analysis report and making a template.
  • Embodiments of the present invention provide a method for generating an infrared thermal image analysis report and making a template, including:
  • the infrared heat map corresponding to the request instruction is obtained, and a corresponding report template is generated according to the request instruction.
  • the report template includes: an infrared heat map area, a visible light image area, and image information. area, object information area, temperature analysis area, fault analysis area;
  • the corresponding visible light image, image information, and object information are obtained, and the corresponding temperature difference information, temperature change curve, temperature histogram, and temperature 3D graphics are obtained based on the analysis of the image information and object information;
  • the infrared heat map is filled in the infrared heat map area, the visible light image is filled in the visible light image area, the image information is filled in the image information area, the object information is filled in the object information area, the temperature difference information, temperature change curve, temperature histogram and temperature 3D
  • the graphics are filled in the temperature analysis area, the fault diagnosis results are filled in the fault analysis area, and combined with the report template, a corresponding infrared thermal image analysis report is generated.
  • the method further includes:
  • the method further includes:
  • the method further includes:
  • the image information includes:
  • Embodiments of the present invention provide a device for generating and template making infrared thermal image analysis reports, including:
  • the receiving module is used to obtain the infrared heat map corresponding to the request instruction when receiving the request instruction of the infrared analysis report, and generate the corresponding report template according to the request instruction.
  • the report template includes: infrared heat map area, visible light Image area, image information area, object information area, temperature analysis area, so Failure analysis area;
  • An acquisition module configured to acquire the corresponding visible light image, image information, and object information based on the infrared heat map, and analyze the image information and object information to obtain the corresponding temperature difference information, temperature change curve, temperature histogram, and temperature 3D Graphics;
  • a diagnostic module used to obtain the device image in the infrared thermal image, and obtain the fault diagnosis result of the corresponding device based on the device image diagnosis;
  • Generating module used to fill the infrared heat map into the infrared heat map area, the visible light image into the visible light image area, the image information into the image information area, the object information into the object information area, the temperature difference information, the temperature change curve, the temperature
  • the histogram and temperature 3D graphics are filled in the temperature analysis area, the fault diagnosis results are filled in the fault analysis area, and combined with the report template, a corresponding infrared thermal image analysis report is generated.
  • the device further includes:
  • the second acquisition module is used to acquire the analysis objects in the object information, and compare the differences between the highest temperature, lowest temperature, and average temperature between the analysis objects to obtain the temperature difference information;
  • the third acquisition module is used to acquire the preset software algorithm, and draw the temperature change curve along the analysis object through the software algorithm;
  • the fourth acquisition module is used to acquire the temperature point distribution of the analysis object in the infrared heat map, and determine the corresponding temperature histogram according to the distribution;
  • a drawing module is used to draw a 3D temperature graph of the analysis object according to the temperature change curve and a preset 3D algorithm.
  • the device further includes:
  • the fifth acquisition module is used to obtain the preset infrared diagnosis application specification for charged equipment, and diagnose the device image through the infrared diagnosis application specification for charged equipment to obtain the fault diagnosis result of the corresponding equipment.
  • An embodiment of the present invention provides an electronic device, including a memory, a processor, and a computer program stored in the memory and executable on the processor.
  • the processor executes the program, the above-mentioned generation of the infrared thermal imaging analysis report and the Steps of the template making method.
  • Embodiments of the present invention provide a non-transitory computer-readable storage medium on which a computer program is stored.
  • the computer program is executed by a processor, the generation and template creation of the above-mentioned infrared thermal image analysis report are realized. steps of the method.
  • An embodiment of the present invention provides a method and device for generating an infrared thermal image analysis report and making a template.
  • the infrared thermal image corresponding to the request instruction is obtained, and the corresponding infrared thermal image is generated according to the request instruction.
  • the report template includes: infrared heat map area, visible light image area, image information area, object information area, temperature analysis area, fault analysis area; according to the infrared heat map, obtain the corresponding visible light image, image information, and object information, and According to the analysis of image information and object information, the corresponding temperature difference information, temperature change curve, temperature histogram and temperature 3D graphics are obtained; the equipment image in the infrared heat map is obtained, and the fault diagnosis result of the corresponding equipment is obtained based on the equipment image diagnosis; the infrared heat The image is filled in the infrared heat map area, the visible light image is filled in the visible light image area, the image information is filled in the image information area, the object information is filled in the object information area, and the temperature difference information, temperature change curve, temperature histogram and temperature 3D graphics are filled in the temperature analysis area, the fault diagnosis results are filled in the fault analysis area, and combined with the report template, the corresponding infrared thermal image analysis report is generated.
  • the purpose of quickly batch generating infrared heat map analysis reports of the same format for different infrared heat maps can be achieved by automatically reading the relevant data of the infrared heat map and filling in the report, thereby reducing the user's duplication of work and saving on report production. purpose of time.
  • Figure 1 is a flow chart of a method for generating an infrared thermal image analysis report and making a template in an embodiment of the present invention
  • Figure 2 is a structural diagram of an infrared thermal image analysis report generation and template making device in an embodiment of the present invention
  • Figure 3 is a schematic structural diagram of an electronic device in an embodiment of the present invention.
  • Figure 1 is a schematic flow chart of a method for generating an infrared thermal image analysis report and making a template according to an embodiment of the present invention.
  • an embodiment of the present invention provides a method for generating an infrared thermal image analysis report and making a template. methods, including:
  • Step S101 When receiving a request instruction for an infrared analysis report, obtain the infrared heat map corresponding to the request instruction, and generate a corresponding report template according to the request instruction.
  • the report template includes: an infrared heat map area and a visible light image area. , image information area, object information area, temperature analysis area, fault analysis area.
  • the infrared heat image corresponding to the request instruction is obtained, and a corresponding report template is generated according to the request instruction.
  • the report template may include multiple areas, such as infrared heat Picture area, visible light image area, image information area, object information area, temperature analysis area, fault analysis area, etc.
  • the infrared heat map area is the core content area. Each content area can occupy any position and size on a single page of the report. , users can design a reasonable content area layout according to their reporting needs.
  • Step S102 Obtain corresponding visible light images, image information, and object information based on the infrared heat map, and analyze and obtain corresponding temperature difference information, temperature change curves, temperature histograms, and temperature 3D graphics based on the image information and object information.
  • the infrared heat map area is the core content area of a single page of the report.
  • the visible light image area, image information area, object information area, temperature analysis area, and fault analysis area are all associated with a certain infrared heat map area on the single page.
  • an infrared heat map is placed in the infrared heat map area, the corresponding visible light image, image information, and object information are read and calculated from the infrared heat map.
  • the image information may include: the heat of the infrared heat map that was photographed.
  • the relevant information is then analyzed based on the image information object information to obtain the corresponding temperature difference information, temperature change curve, temperature histogram and temperature 3D graphics.
  • the specific analysis process includes: obtaining the analysis objects in the object information, and comparing and analyzing the differences between the objects.
  • the difference between the highest temperature, the lowest temperature, and the average temperature is used to obtain temperature difference information; the preset software algorithm is obtained, and the temperature change curve is drawn along the analysis object through the software algorithm; the temperature point distribution of the analysis object in the infrared heat map is obtained, and according to the distribution Determine the corresponding temperature histogram according to the situation; according to the temperature change curve and combined with the preset 3D algorithm, draw a 3D temperature graph of the analysis object.
  • Step S103 Obtain the device image in the infrared thermal image, and obtain the fault diagnosis result of the corresponding device based on the device image diagnosis.
  • the fault intelligent analysis area is used in the infrared power industry. Its content includes infrared diagnostic information on the power equipment captured by the infrared heat map, including equipment category, location, whether the equipment is faulty, fault type, damage level, reference suggestions, etc. Content, its fault diagnosis method is based on the power industry standard DL/T 664-2016 (Infrared Diagnosis Application Specification for Live Equipment), that is, the preset infrared diagnosis application specification for live equipment is obtained, and the equipment image is diagnosed through the Infrared Diagnosis Application Specification for Live Equipment , get the fault diagnosis results of the corresponding equipment.
  • DL/T 664-2016 Infrared Diagnosis Application Specification for Live Equipment
  • Step S104 Fill the infrared heat map into the infrared heat map area, the visible light image into the visible light image area, the image information into the image information area, the object information into the object information area, the temperature difference information, the temperature change curve, and the temperature histogram. and temperature 3D graphics are filled in the temperature analysis area, and the fault diagnosis results are filled in the fault analysis area, and combined with the report template, a corresponding infrared thermal image analysis report is generated.
  • the information of the corresponding infrared heat map is filled in the corresponding area of the report page, that is, the infrared heat map is filled in the infrared heat map area, the visible light image is filled in the visible light image area, the image information is filled in the image information area, and the object information is filled in Enter the object information area, fill the temperature difference information, temperature change curve, temperature histogram and temperature 3D graphics into the temperature analysis area, fill in the fault diagnosis results into the fault analysis area, and then combine it with the relevant information of the report template, such as logo, report title, page header footer and other information to generate an infrared thermal image analysis report corresponding to the infrared thermal image.
  • the relevant information of the report template such as logo, report title, page header footer and other information to generate an infrared thermal image analysis report corresponding to the infrared thermal image.
  • An embodiment of the present invention provides a method for generating an infrared thermal image analysis report and making a template.
  • the infrared thermal image corresponding to the request instruction is obtained, and a corresponding report template is generated according to the request instruction.
  • the report template includes: infrared heat map area, visible light image area, graph Image information area, object information area, temperature analysis area, fault analysis area; according to the infrared heat map, obtain the corresponding visible light image, image information, and object information, and obtain the corresponding temperature difference information and temperature change curve based on the image information and object information analysis , temperature histogram and temperature 3D graphics; obtain the equipment image in the infrared heat map, and obtain the fault diagnosis results of the corresponding equipment based on the equipment image diagnosis; fill in the infrared heat map into the infrared heat map area, and fill in the visible light image into the visible light image area.
  • the image information is filled in the image information area
  • the object information is filled in the object information area
  • the temperature difference information, temperature change curve, temperature histogram and temperature 3D graphics are filled in the temperature analysis area
  • the fault diagnosis results are filled in the fault analysis area, and combined with the report template, Generate corresponding infrared thermal image analysis report.
  • the purpose of quickly batch generating infrared heat map analysis reports of the same format for different infrared heat maps can be achieved by automatically reading the relevant data of the infrared heat map and filling in the report, thereby reducing the user's duplication of work and saving on report production. purpose of time.
  • Figure 2 is an infrared thermal image analysis report generation and template making device provided by an embodiment of the present invention, including: a receiving module S201, an acquisition module S202, a diagnosis module S203, and a generation module S204, wherein:
  • the receiving module S201 is configured to, when receiving a request instruction for an infrared analysis report, obtain the infrared heat map corresponding to the request instruction, and generate a corresponding report template according to the request instruction.
  • the report template includes: infrared heat map area, Visible light image area, image information area, object information area, temperature analysis area, and fault analysis area.
  • the acquisition module S202 is used to acquire the corresponding visible light image, image information, and object information according to the infrared heat map, and obtain the corresponding temperature difference information, temperature change curve, temperature histogram, and temperature according to the image information and object information analysis. 3D graphics.
  • the diagnosis module S203 is used to obtain the device image in the infrared thermal image, and obtain the fault diagnosis result of the corresponding device based on the device image diagnosis.
  • the generation module S204 is used to fill the infrared heat map into the infrared heat map area, the visible light image into the visible light image area, the image information into the image information area, the object information into the object information area, the temperature difference information, the temperature change curve, The temperature histogram and temperature 3D graphics are filled in the temperature analysis area, the fault diagnosis results are filled in the fault analysis area, and combined with the report template, a corresponding infrared thermal image analysis report is generated.
  • the device may further include:
  • the second acquisition module is used to obtain the analysis object in the object information and compare the analysis object
  • the temperature difference information is obtained by the difference between the highest temperature, lowest temperature and average temperature.
  • the third acquisition module is used to acquire a preset software algorithm, and draw the temperature change curve along the analysis object through the software algorithm.
  • the fourth acquisition module is used to acquire the temperature point distribution of the analysis object in the infrared heat map, and determine the corresponding temperature histogram according to the distribution.
  • a drawing module is used to draw a 3D temperature graph of the analysis object according to the temperature change curve and a preset 3D algorithm.
  • the device may further include:
  • the fifth acquisition module is used to obtain the preset infrared diagnosis application specification for charged equipment, and diagnose the device image through the infrared diagnosis application specification for charged equipment to obtain the fault diagnosis result of the corresponding equipment.
  • Each module in the above-mentioned infrared thermal image analysis report generation and template making device can be realized in whole or in part by software, hardware and combinations thereof.
  • Each of the above modules may be embedded in or independent of the processor of the computer device in the form of hardware, or may be stored in the memory of the computer device in the form of software, so that the processor can call and execute the operations corresponding to the above modules.
  • Figure 3 illustrates a schematic diagram of the physical structure of an electronic device.
  • the electronic device may include: a processor (processor) 301, a memory (memory) 302, a communications interface (Communications Interface) 303 and a communication bus 304.
  • the processor 301, the memory 302, and the communication interface 303 complete communication with each other through the communication bus 304.
  • the processor 301 can call logical instructions in the memory 302 to perform the following method: when receiving a request instruction for an infrared analysis report, obtain the infrared heat map corresponding to the request instruction, and generate a corresponding report template according to the request instruction.
  • the report template Including: infrared heat map area, visible light image area, image information area, object information area, temperature analysis area, fault analysis area; according to the infrared heat map, the corresponding visible light image, image information, and object information are obtained, and according to the image information, object Information analysis obtains the corresponding temperature difference information, temperature change curve, temperature histogram and temperature 3D graphics; obtains the equipment image in the infrared heat map, and based on the settings Equipment image diagnosis is used to obtain the fault diagnosis results of the corresponding equipment; fill in the infrared heat image into the infrared heat image area, the visible light image into the visible light image area, the image information into the image information area, the object information into the object information area, the temperature difference information, and the temperature Change curves, temperature histograms and temperature 3D graphics are filled in the temperature analysis area, fault diagnosis results are filled in the fault analysis area, and combined with the report template, a corresponding infrared thermal image analysis report is generated.
  • the above-mentioned logical instructions in the memory 302 can be implemented in the form of software functional units and can be stored in a computer-readable storage medium when sold or used as an independent product.
  • the technical solution of the present invention essentially or the part that contributes to the existing technology or the part of the technical solution can be embodied in the form of a software product.
  • the computer software product is stored in a storage medium, including Several instructions are used to cause 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 various embodiments of the present invention.
  • the aforementioned storage media include: U disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic disk or optical disk and other media that can store program code. .
  • embodiments of the present invention also provide a non-transitory computer-readable storage medium on which a computer program is stored.
  • the computer program is implemented when executed by a processor to perform the transmission method provided by the above embodiments, for example, including : When receiving the request instruction for the infrared analysis report, obtain the infrared heat map corresponding to the request instruction, and generate the corresponding report template according to the request instruction.
  • the report template includes: infrared heat map area, visible light image area, image information area, object Information area, temperature analysis area, and fault analysis area; according to the infrared heat map, the corresponding visible light image, image information, and object information are obtained, and the corresponding temperature difference information, temperature change curve, temperature histogram, and Temperature 3D graphics; obtain the device image in the infrared heat map, and obtain the fault diagnosis results of the corresponding device based on the device image diagnosis; fill the infrared heat map into the infrared heat map area, the visible light image into the visible light image area, and the image information into the image Information area, object information is filled in the object information area, temperature difference information, temperature change curve, temperature histogram and temperature 3D graphics are filled in the temperature analysis area, fault diagnosis results are filled in the fault analysis area, and combined with the report template, the corresponding infrared heat is generated Like analysis reports.
  • the device embodiments described above are only illustrative.
  • the units described as separate components may or may not be physically separated.
  • the components shown as units may or may not be physical units, that is, they may be located in One location, or it can be distributed across multiple network units. Some or all of the modules can be selected according to actual needs to achieve the purpose of the solution of this embodiment. Persons of ordinary skill in the art can understand and implement the method without any creative effort.
  • each embodiment can be implemented by software plus a necessary general hardware platform, and of course, it can also be implemented by hardware.
  • the computer software product can be stored in a computer-readable storage medium, such as ROM/RAM, magnetic disk, optical disk, etc., including a number of instructions to cause a computer device (which can be a personal computer, a server, or a network device, etc.) to execute the methods described in various embodiments or certain parts of the embodiments.

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Computational Linguistics (AREA)
  • General Health & Medical Sciences (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Radiation Pyrometers (AREA)

Abstract

Embodiments of the present invention provide a method and apparatus for generating and producing a template for an infrared thermal image analysis report. The method comprises: when a request instruction of an infrared analysis report is received, acquiring an infrared thermal map corresponding to the request instruction, and according to the request instruction, generating a corresponding report template; according to the infrared thermal map, acquiring a corresponding visible light image, image information, and object information, and analyzing to obtain corresponding temperature difference information, a temperature change curve, a temperature histogram, and a 3D temperature graph; acquiring a device image in the infrared thermal map, and diagnosing according to the device image to obtain a fault diagnosis result of a corresponding device; and filling the information of the corresponding infrared thermal map into a corresponding region of a report page, and generating a corresponding infrared thermal image analysis report in conjunction with the report template. Use of the present method can achieve the purpose of rapid batch generation of infrared thermography analysis reports in the same format from different infrared thermal maps, thus achieving the purposes of reducing repeated work of a user and saving report production time.

Description

一种红外热像分析报告的生成及模板制作方法及装置A method and device for generating and template making of infrared thermal imaging analysis reports 技术领域Technical field
本发明涉及红外热成像技术领域，尤其涉及一种红外热像分析报告的生成及模板制作方法及装置。The present invention relates to the technical field of infrared thermal imaging, and in particular to a method and device for generating and template making of an infrared thermal image analysis report.
背景技术Background technique
红外热成像技术在电力，防疫，海关等行业有广泛应用。通过热像仪采集红外热图之后，往往需要使用专用的红外热图分析软件对热图进行分析，测温。然后使用word等文字编辑软件将红外热图的分析结果编制成分析报告。Infrared thermal imaging technology is widely used in electric power, epidemic prevention, customs and other industries. After collecting infrared heat images through a thermal imaging camera, it is often necessary to use special infrared heat image analysis software to analyze the heat images and measure the temperature. Then use word editing software such as word to compile the analysis results of the infrared heat map into an analysis report.
用户编制分析报告的过程，传统的方法是在word等通用文字处理软件中进行。编制过程存在以下缺陷：用户使用红外热图分析软件得到需要的分析数据之后，将需要的图像和数据一一输入到文字处理软件，手动输入的方式容易因人为疏忽引入错漏，存在大量重复的操作，浪费时间，工作效率低下。The traditional method for users to prepare analysis reports is in general word processing software such as Word. The compilation process has the following flaws: After the user uses the infrared heat map analysis software to obtain the required analysis data, he inputs the required images and data one by one into the word processing software. The manual input method is prone to errors and omissions due to human negligence, and there are a large number of repeated operations. , a waste of time and low work efficiency.
发明内容Contents of the invention
针对现有技术中存在的问题，本发明实施例提供一种红外热像分析报告的生成及模板制作方法及装置。In order to solve the problems existing in the prior art, embodiments of the present invention provide a method and device for generating an infrared thermal image analysis report and making a template.
本发明实施例提供一种红外热像分析报告的生成及模板制作方法，包括：Embodiments of the present invention provide a method for generating an infrared thermal image analysis report and making a template, including:
接收到红外分析报告的请求指令时，获取所述请求指令对应的红外热图，并根据所述请求指令生成对应的报告模板，所述报告模板包括：红外热图区、可见光图像区、图像信息区、对象信息区、温度分析区、故障分析区；When receiving a request instruction for an infrared analysis report, the infrared heat map corresponding to the request instruction is obtained, and a corresponding report template is generated according to the request instruction. The report template includes: an infrared heat map area, a visible light image area, and image information. area, object information area, temperature analysis area, fault analysis area;
根据所述红外热图，获取对应的可见光图像、图像信息、对象信息，并根据所述图像信息、对象信息分析得到对应的温差信息、温度变化曲线、温度直方图及温度3D图形；According to the infrared heat map, the corresponding visible light image, image information, and object information are obtained, and the corresponding temperature difference information, temperature change curve, temperature histogram, and temperature 3D graphics are obtained based on the analysis of the image information and object information;
获取所述红外热图中的设备图像，并根据所述设备图像诊断得到对应设备的故障诊断结果； Obtain the equipment image in the infrared heat map, and obtain the fault diagnosis result of the corresponding equipment based on the equipment image diagnosis;
将所述红外热图填入红外热图区，可见光图像填入可见光图像区，图像信息填入图像信息区，对象信息填入对象信息区，温差信息、温度变化曲线、温度直方图及温度3D图形填入温度分析区，故障诊断结果填入故障分析区，并结合所述报告模板，生成对应的红外热像分析报告。The infrared heat map is filled in the infrared heat map area, the visible light image is filled in the visible light image area, the image information is filled in the image information area, the object information is filled in the object information area, the temperature difference information, temperature change curve, temperature histogram and temperature 3D The graphics are filled in the temperature analysis area, the fault diagnosis results are filled in the fault analysis area, and combined with the report template, a corresponding infrared thermal image analysis report is generated.
在其中一个实施例中，所述方法还包括：In one embodiment, the method further includes:
获取对象信息中的分析对象，并对比所述分析对象之间的最高温、最低温、平均温的差值，得到所述温差信息；Obtain the analysis object in the object information, and compare the maximum temperature, minimum temperature, and average temperature difference between the analysis objects to obtain the temperature difference information;
获取预设的软件算法，通过所述软件算法沿所述分析对象绘制所述温度变化曲线；Obtain a preset software algorithm, and draw the temperature change curve along the analysis object through the software algorithm;
获取所述分析对象在所述红外热图中的温度点分布情况，根据所述分布情况确定对应的温度直方图；Obtain the temperature point distribution of the analysis object in the infrared heat map, and determine the corresponding temperature histogram according to the distribution;
根据所述温度变化曲线，结合预设的3D算法，绘制所述分析对象的温度3D图形。According to the temperature change curve and combined with the preset 3D algorithm, a 3D temperature graph of the analysis object is drawn.
在其中一个实施例中，所述方法还包括：In one embodiment, the method further includes:
获取预设的带电设备红外诊断应用规范，并通过所述带电设备红外诊断应用规范对所述设备图像进行诊断，得到对应设备的故障诊断结果。Obtain a preset infrared diagnosis application specification for charged equipment, diagnose the device image through the infrared diagnosis application specification for charged equipment, and obtain a fault diagnosis result of the corresponding equipment.
在其中一个实施例中，所述方法还包括：In one embodiment, the method further includes:
获取所述请求指令对应的移动终端，并将所述报告模板反馈至所述移动终端，供所述移动终端对所述报告模板进行模板修改。Obtain the mobile terminal corresponding to the request instruction, and feed back the report template to the mobile terminal, so that the mobile terminal can modify the report template.
在其中一个实施例中，所述图像信息，包括：In one embodiment, the image information includes:
拍摄所述红外热图的热像仪的设备信息，红外热图的拍摄时间、地点，所述红外热图中的最高温、最低温、平均温位置点及对应温度值，红外热图的发射率、测温距离、相对湿度、环境温度、反射温度。Equipment information of the thermal imager that captured the infrared heat map, the time and location of the infrared heat map, the highest temperature, lowest temperature, average temperature position and corresponding temperature value in the infrared heat map, the emission of the infrared heat map rate, temperature measurement distance, relative humidity, ambient temperature, reflected temperature.
本发明实施例提供一种红外热像分析报告的生成及模板制作装置，包括：Embodiments of the present invention provide a device for generating and template making infrared thermal image analysis reports, including:
接收模块，用于接收到红外分析报告的请求指令时，获取所述请求指令对应的红外热图，并根据所述请求指令生成对应的报告模板，所述报告模板包括：红外热图区、可见光图像区、图像信息区、对象信息区、温度分析区、故 障分析区；The receiving module is used to obtain the infrared heat map corresponding to the request instruction when receiving the request instruction of the infrared analysis report, and generate the corresponding report template according to the request instruction. The report template includes: infrared heat map area, visible light Image area, image information area, object information area, temperature analysis area, so Failure analysis area;
获取模块，用于根据所述红外热图，获取对应的可见光图像、图像信息、对象信息，并根据所述图像信息、对象信息分析得到对应的温差信息、温度变化曲线、温度直方图及温度3D图形；An acquisition module, configured to acquire the corresponding visible light image, image information, and object information based on the infrared heat map, and analyze the image information and object information to obtain the corresponding temperature difference information, temperature change curve, temperature histogram, and temperature 3D Graphics;
诊断模块，用于获取所述红外热图中的设备图像，并根据所述设备图像诊断得到对应设备的故障诊断结果；A diagnostic module, used to obtain the device image in the infrared thermal image, and obtain the fault diagnosis result of the corresponding device based on the device image diagnosis;
生成模块，用于将所述红外热图填入红外热图区，可见光图像填入可见光图像区，图像信息填入图像信息区，对象信息填入对象信息区，温差信息、温度变化曲线、温度直方图及温度3D图形填入温度分析区，故障诊断结果填入故障分析区，并结合所述报告模板，生成对应的红外热像分析报告。Generating module, used to fill the infrared heat map into the infrared heat map area, the visible light image into the visible light image area, the image information into the image information area, the object information into the object information area, the temperature difference information, the temperature change curve, the temperature The histogram and temperature 3D graphics are filled in the temperature analysis area, the fault diagnosis results are filled in the fault analysis area, and combined with the report template, a corresponding infrared thermal image analysis report is generated.
在其中一个实施例中，所述装置还包括：In one embodiment, the device further includes:
第二获取模块，用于获取对象信息中的分析对象，并对比所述分析对象之间的最高温、最低温、平均温的差值，得到所述温差信息；The second acquisition module is used to acquire the analysis objects in the object information, and compare the differences between the highest temperature, lowest temperature, and average temperature between the analysis objects to obtain the temperature difference information;
第三获取模块，用于获取预设的软件算法，通过所述软件算法沿所述分析对象绘制所述温度变化曲线；The third acquisition module is used to acquire the preset software algorithm, and draw the temperature change curve along the analysis object through the software algorithm;
第四获取模块，用于获取所述分析对象在所述红外热图中的温度点分布情况，根据所述分布情况确定对应的温度直方图；The fourth acquisition module is used to acquire the temperature point distribution of the analysis object in the infrared heat map, and determine the corresponding temperature histogram according to the distribution;
绘制模块，用于根据所述温度变化曲线，结合预设的3D算法，绘制所述分析对象的温度3D图形。A drawing module is used to draw a 3D temperature graph of the analysis object according to the temperature change curve and a preset 3D algorithm.
在其中一个实施例中，所述装置还包括：In one embodiment, the device further includes:
第五获取模块，用于获取预设的带电设备红外诊断应用规范，并通过所述带电设备红外诊断应用规范对所述设备图像进行诊断，得到对应设备的故障诊断结果。The fifth acquisition module is used to obtain the preset infrared diagnosis application specification for charged equipment, and diagnose the device image through the infrared diagnosis application specification for charged equipment to obtain the fault diagnosis result of the corresponding equipment.
本发明实施例提供一种电子设备，包括存储器、处理器及存储在存储器上并可在处理器上运行的计算机程序，所述处理器执行所述程序时实现上述红外热像分析报告的生成及模板制作方法的步骤。An embodiment of the present invention provides an electronic device, including a memory, a processor, and a computer program stored in the memory and executable on the processor. When the processor executes the program, the above-mentioned generation of the infrared thermal imaging analysis report and the Steps of the template making method.
本发明实施例提供一种非暂态计算机可读存储介质，其上存储有计算机程序，该计算机程序被处理器执行时实现上述红外热像分析报告的生成及模板制 作方法的步骤。Embodiments of the present invention provide a non-transitory computer-readable storage medium on which a computer program is stored. When the computer program is executed by a processor, the generation and template creation of the above-mentioned infrared thermal image analysis report are realized. steps of the method.
本发明实施例提供的一种红外热像分析报告的生成及模板制作方法及装置，接收到红外分析报告的请求指令时，获取所述请求指令对应的红外热图，并根据请求指令生成对应的报告模板，报告模板包括：红外热图区、可见光图像区、图像信息区、对象信息区、温度分析区、故障分析区；根据红外热图，获取对应的可见光图像、图像信息、对象信息，并根据图像信息、对象信息分析得到对应的温差信息、温度变化曲线、温度直方图及温度3D图形；获取红外热图中的设备图像，并根据设备图像诊断得到对应设备的故障诊断结果；将红外热图填入红外热图区，可见光图像填入可见光图像区，图像信息填入图像信息区，对象信息填入对象信息区，温差信息、温度变化曲线、温度直方图及温度3D图形填入温度分析区，故障诊断结果填入故障分析区，并结合报告模板，生成对应的红外热像分析报告。这样能够通过红外热图的相关数据的自动读取及报告填写，以达到对不同的红外热图快速批量生成同种格式的红外热图分析报告的目的，从而达到减少用户重复工作，节省制作报告的时间的目的。An embodiment of the present invention provides a method and device for generating an infrared thermal image analysis report and making a template. When receiving a request instruction for an infrared analysis report, the infrared thermal image corresponding to the request instruction is obtained, and the corresponding infrared thermal image is generated according to the request instruction. Report template, the report template includes: infrared heat map area, visible light image area, image information area, object information area, temperature analysis area, fault analysis area; according to the infrared heat map, obtain the corresponding visible light image, image information, and object information, and According to the analysis of image information and object information, the corresponding temperature difference information, temperature change curve, temperature histogram and temperature 3D graphics are obtained; the equipment image in the infrared heat map is obtained, and the fault diagnosis result of the corresponding equipment is obtained based on the equipment image diagnosis; the infrared heat The image is filled in the infrared heat map area, the visible light image is filled in the visible light image area, the image information is filled in the image information area, the object information is filled in the object information area, and the temperature difference information, temperature change curve, temperature histogram and temperature 3D graphics are filled in the temperature analysis area, the fault diagnosis results are filled in the fault analysis area, and combined with the report template, the corresponding infrared thermal image analysis report is generated. In this way, the purpose of quickly batch generating infrared heat map analysis reports of the same format for different infrared heat maps can be achieved by automatically reading the relevant data of the infrared heat map and filling in the report, thereby reducing the user's duplication of work and saving on report production. purpose of time.
附图说明Description of drawings
为了更清楚地说明本发明实施例或现有技术中的技术方案，下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍，显而易见地，下面描述中的附图是本发明的一些实施例，对于本领域普通技术人员来讲，在不付出创造性劳动的前提下，还可以根据这些附图获得其他的附图。In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly introduced below. Obviously, the drawings in the following description are: For some embodiments of the present invention, those of ordinary skill in the art can also obtain other drawings based on these drawings without exerting creative efforts.
图1为本发明实施例中一种红外热像分析报告的生成及模板制作方法的流程图；Figure 1 is a flow chart of a method for generating an infrared thermal image analysis report and making a template in an embodiment of the present invention;
图2为本发明实施例中一种红外热像分析报告的生成及模板制作装置的结构图；Figure 2 is a structural diagram of an infrared thermal image analysis report generation and template making device in an embodiment of the present invention;
图3为本发明实施例中电子设备结构示意图。Figure 3 is a schematic structural diagram of an electronic device in an embodiment of the present invention.
具体实施方式 Detailed ways
为使本发明实施例的目的、技术方案和优点更加清楚，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，所描述的实施例是本发明一部分实施例，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作出创造性劳动前提下所获得的所有其他实施例，都属于本发明保护的范围。In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments These are some embodiments of the present invention, rather than all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without making creative efforts fall within the scope of protection of the present invention.
图1为本发明实施例提供的一种红外热像分析报告的生成及模板制作方法的流程示意图，如图1所示，本发明实施例提供了一种红外热像分析报告的生成及模板制作方法，包括：Figure 1 is a schematic flow chart of a method for generating an infrared thermal image analysis report and making a template according to an embodiment of the present invention. As shown in Figure 1, an embodiment of the present invention provides a method for generating an infrared thermal image analysis report and making a template. methods, including:
步骤S101，接收到红外分析报告的请求指令时，获取所述请求指令对应的红外热图，并根据所述请求指令生成对应的报告模板，所述报告模板包括：红外热图区、可见光图像区、图像信息区、对象信息区、温度分析区、故障分析区。Step S101: When receiving a request instruction for an infrared analysis report, obtain the infrared heat map corresponding to the request instruction, and generate a corresponding report template according to the request instruction. The report template includes: an infrared heat map area and a visible light image area. , image information area, object information area, temperature analysis area, fault analysis area.
具体地，接收到对于红外热图生成对应的红外分析报告的请求指令时，获取请求指令对应的红外热图，并根据请求指令生成对应的报告模板，报告模板可以包括多个区域，比如红外热图区、可见光图像区、图像信息区、对象信息区、温度分析区、故障分析区等，其中，红外热图区为核心内容区域，每种内容区域可在报表单页中占据任意位置和大小，用户可按照其报告需求进行合理的内容区域布局设计。Specifically, when receiving a request instruction to generate an infrared analysis report corresponding to an infrared heat image, the infrared heat image corresponding to the request instruction is obtained, and a corresponding report template is generated according to the request instruction. The report template may include multiple areas, such as infrared heat Picture area, visible light image area, image information area, object information area, temperature analysis area, fault analysis area, etc. Among them, the infrared heat map area is the core content area. Each content area can occupy any position and size on a single page of the report. , users can design a reasonable content area layout according to their reporting needs.
步骤S102，根据所述红外热图，获取对应的可见光图像、图像信息、对象信息，并根据所述图像信息、对象信息分析得到对应的温差信息、温度变化曲线、温度直方图及温度3D图形。Step S102: Obtain corresponding visible light images, image information, and object information based on the infrared heat map, and analyze and obtain corresponding temperature difference information, temperature change curves, temperature histograms, and temperature 3D graphics based on the image information and object information.
具体地，红外热图区是报表单页的核心内容区域，可见光图像区、图像信息区、对象信息区、温度分析区、故障分析区均与单页内的某个红外热图区进行关联，当在红外热图区放入了红外热图后，从该红外热图中读取并计算出相应可见光图像、图像信息、对象信息，其中，图像信息可以包括：拍摄所述红外热图的热像仪的设备信息，红外热图的拍摄时间、地点，所述红外热图中的最高温、最低温、平均温位置点及对应温度值，红外热图的发射率、测温距离、相对湿度、环境温度、反射温度等信息，对象信息为红外热图中红外对象 的相关信息，然后根据图像信息对象信息分析得到对应的温差信息、温度变化曲线、温度直方图及温度3D图形，具体的分析过程包括：获取对象信息中的分析对象，并对比分析对象之间的最高温、最低温、平均温的差值，得到温差信息；获取预设的软件算法，通过软件算法沿分析对象绘制温度变化曲线；获取分析对象在红外热图中的温度点分布情况，根据分布情况确定对应的温度直方图；根据温度变化曲线，结合预设的3D算法，绘制分析对象的温度3D图形。Specifically, the infrared heat map area is the core content area of a single page of the report. The visible light image area, image information area, object information area, temperature analysis area, and fault analysis area are all associated with a certain infrared heat map area on the single page. After an infrared heat map is placed in the infrared heat map area, the corresponding visible light image, image information, and object information are read and calculated from the infrared heat map. The image information may include: the heat of the infrared heat map that was photographed. Equipment information of the camera, the time and place of shooting of the infrared heat map, the highest temperature, lowest temperature, average temperature location points and corresponding temperature values in the infrared heat map, the emissivity, temperature measurement distance, and relative humidity of the infrared heat map , ambient temperature, reflected temperature and other information, the object information is the infrared object in the infrared heat map The relevant information is then analyzed based on the image information object information to obtain the corresponding temperature difference information, temperature change curve, temperature histogram and temperature 3D graphics. The specific analysis process includes: obtaining the analysis objects in the object information, and comparing and analyzing the differences between the objects. The difference between the highest temperature, the lowest temperature, and the average temperature is used to obtain temperature difference information; the preset software algorithm is obtained, and the temperature change curve is drawn along the analysis object through the software algorithm; the temperature point distribution of the analysis object in the infrared heat map is obtained, and according to the distribution Determine the corresponding temperature histogram according to the situation; according to the temperature change curve and combined with the preset 3D algorithm, draw a 3D temperature graph of the analysis object.
步骤S103，获取所述红外热图中的设备图像，并根据所述设备图像诊断得到对应设备的故障诊断结果。Step S103: Obtain the device image in the infrared thermal image, and obtain the fault diagnosis result of the corresponding device based on the device image diagnosis.
具体地，故障智能分析区用于红外电力行业，其内容包含了对红外热图所拍摄的电力设备的红外诊断信息，包括设备类别、部位、设备是否故障、故障类型、损害级别、参考建议等内容，其故障诊断方法基于电力行业标准DL/T 664-2016(带电设备红外诊断应用规范)，即获取预设的带电设备红外诊断应用规范，并通过带电设备红外诊断应用规范对设备图像进行诊断，得到对应设备的故障诊断结果。Specifically, the fault intelligent analysis area is used in the infrared power industry. Its content includes infrared diagnostic information on the power equipment captured by the infrared heat map, including equipment category, location, whether the equipment is faulty, fault type, damage level, reference suggestions, etc. Content, its fault diagnosis method is based on the power industry standard DL/T 664-2016 (Infrared Diagnosis Application Specification for Live Equipment), that is, the preset infrared diagnosis application specification for live equipment is obtained, and the equipment image is diagnosed through the Infrared Diagnosis Application Specification for Live Equipment , get the fault diagnosis results of the corresponding equipment.
步骤S104，将所述红外热图填入红外热图区，可见光图像填入可见光图像区，图像信息填入图像信息区，对象信息填入对象信息区，温差信息、温度变化曲线、温度直方图及温度3D图形填入温度分析区，故障诊断结果填入故障分析区，并结合所述报告模板，生成对应的红外热像分析报告。Step S104: Fill the infrared heat map into the infrared heat map area, the visible light image into the visible light image area, the image information into the image information area, the object information into the object information area, the temperature difference information, the temperature change curve, and the temperature histogram. and temperature 3D graphics are filled in the temperature analysis area, and the fault diagnosis results are filled in the fault analysis area, and combined with the report template, a corresponding infrared thermal image analysis report is generated.
具体地，将对应的红外热图的信息填入报告单页的对应区域，即将红外热图填入红外热图区，可见光图像填入可见光图像区，图像信息填入图像信息区，对象信息填入对象信息区，温差信息、温度变化曲线、温度直方图及温度3D图形填入温度分析区，故障诊断结果填入故障分析区，然后结合报告模板的相关信息，比如logo，报告标题，页眉页脚等信息，生成红外热图对应的红外热像分析报告。Specifically, the information of the corresponding infrared heat map is filled in the corresponding area of the report page, that is, the infrared heat map is filled in the infrared heat map area, the visible light image is filled in the visible light image area, the image information is filled in the image information area, and the object information is filled in Enter the object information area, fill the temperature difference information, temperature change curve, temperature histogram and temperature 3D graphics into the temperature analysis area, fill in the fault diagnosis results into the fault analysis area, and then combine it with the relevant information of the report template, such as logo, report title, page header footer and other information to generate an infrared thermal image analysis report corresponding to the infrared thermal image.
本发明实施例提供的一种红外热像分析报告的生成及模板制作方法，接收到红外分析报告的请求指令时，获取所述请求指令对应的红外热图，并根据请求指令生成对应的报告模板，报告模板包括：红外热图区、可见光图像区、图 像信息区、对象信息区、温度分析区、故障分析区；根据红外热图，获取对应的可见光图像、图像信息、对象信息，并根据图像信息、对象信息分析得到对应的温差信息、温度变化曲线、温度直方图及温度3D图形；获取红外热图中的设备图像，并根据设备图像诊断得到对应设备的故障诊断结果；将红外热图填入红外热图区，可见光图像填入可见光图像区，图像信息填入图像信息区，对象信息填入对象信息区，温差信息、温度变化曲线、温度直方图及温度3D图形填入温度分析区，故障诊断结果填入故障分析区，并结合报告模板，生成对应的红外热像分析报告。这样能够通过红外热图的相关数据的自动读取及报告填写，以达到对不同的红外热图快速批量生成同种格式的红外热图分析报告的目的，从而达到减少用户重复工作，节省制作报告的时间的目的。An embodiment of the present invention provides a method for generating an infrared thermal image analysis report and making a template. When receiving a request instruction for an infrared analysis report, the infrared thermal image corresponding to the request instruction is obtained, and a corresponding report template is generated according to the request instruction. , the report template includes: infrared heat map area, visible light image area, graph Image information area, object information area, temperature analysis area, fault analysis area; according to the infrared heat map, obtain the corresponding visible light image, image information, and object information, and obtain the corresponding temperature difference information and temperature change curve based on the image information and object information analysis , temperature histogram and temperature 3D graphics; obtain the equipment image in the infrared heat map, and obtain the fault diagnosis results of the corresponding equipment based on the equipment image diagnosis; fill in the infrared heat map into the infrared heat map area, and fill in the visible light image into the visible light image area. The image information is filled in the image information area, the object information is filled in the object information area, the temperature difference information, temperature change curve, temperature histogram and temperature 3D graphics are filled in the temperature analysis area, the fault diagnosis results are filled in the fault analysis area, and combined with the report template, Generate corresponding infrared thermal image analysis report. In this way, the purpose of quickly batch generating infrared heat map analysis reports of the same format for different infrared heat maps can be achieved by automatically reading the relevant data of the infrared heat map and filling in the report, thereby reducing the user's duplication of work and saving on report production. purpose of time.
图2为本发明实施例提供的一种红外热像分析报告的生成及模板制作装置，包括：接收模块S201、获取模块S202、诊断模块S203、生成模块S204，其中：Figure 2 is an infrared thermal image analysis report generation and template making device provided by an embodiment of the present invention, including: a receiving module S201, an acquisition module S202, a diagnosis module S203, and a generation module S204, wherein:
接收模块S201，用于接收到红外分析报告的请求指令时，获取所述请求指令对应的红外热图，并根据所述请求指令生成对应的报告模板，所述报告模板包括：红外热图区、可见光图像区、图像信息区、对象信息区、温度分析区、故障分析区。The receiving module S201 is configured to, when receiving a request instruction for an infrared analysis report, obtain the infrared heat map corresponding to the request instruction, and generate a corresponding report template according to the request instruction. The report template includes: infrared heat map area, Visible light image area, image information area, object information area, temperature analysis area, and fault analysis area.
获取模块S202，用于根据所述红外热图，获取对应的可见光图像、图像信息、对象信息，并根据所述图像信息、对象信息分析得到对应的温差信息、温度变化曲线、温度直方图及温度3D图形。The acquisition module S202 is used to acquire the corresponding visible light image, image information, and object information according to the infrared heat map, and obtain the corresponding temperature difference information, temperature change curve, temperature histogram, and temperature according to the image information and object information analysis. 3D graphics.
诊断模块S203，用于获取所述红外热图中的设备图像，并根据所述设备图像诊断得到对应设备的故障诊断结果。The diagnosis module S203 is used to obtain the device image in the infrared thermal image, and obtain the fault diagnosis result of the corresponding device based on the device image diagnosis.
生成模块S204，用于将所述红外热图填入红外热图区，可见光图像填入可见光图像区，图像信息填入图像信息区，对象信息填入对象信息区，温差信息、温度变化曲线、温度直方图及温度3D图形填入温度分析区，故障诊断结果填入故障分析区，并结合所述报告模板，生成对应的红外热像分析报告。The generation module S204 is used to fill the infrared heat map into the infrared heat map area, the visible light image into the visible light image area, the image information into the image information area, the object information into the object information area, the temperature difference information, the temperature change curve, The temperature histogram and temperature 3D graphics are filled in the temperature analysis area, the fault diagnosis results are filled in the fault analysis area, and combined with the report template, a corresponding infrared thermal image analysis report is generated.
在一个实施例中，装置还可以包括：In one embodiment, the device may further include:
第二获取模块，用于获取对象信息中的分析对象，并对比所述分析对象 之间的最高温、最低温、平均温的差值，得到所述温差信息。The second acquisition module is used to obtain the analysis object in the object information and compare the analysis object The temperature difference information is obtained by the difference between the highest temperature, lowest temperature and average temperature.
第三获取模块，用于获取预设的软件算法，通过所述软件算法沿所述分析对象绘制所述温度变化曲线。The third acquisition module is used to acquire a preset software algorithm, and draw the temperature change curve along the analysis object through the software algorithm.
第四获取模块，用于获取所述分析对象在所述红外热图中的温度点分布情况，根据所述分布情况确定对应的温度直方图。The fourth acquisition module is used to acquire the temperature point distribution of the analysis object in the infrared heat map, and determine the corresponding temperature histogram according to the distribution.
绘制模块，用于根据所述温度变化曲线，结合预设的3D算法，绘制所述分析对象的温度3D图形。A drawing module is used to draw a 3D temperature graph of the analysis object according to the temperature change curve and a preset 3D algorithm.
在一个实施例中，装置还可以包括：In one embodiment, the device may further include:
第五获取模块，用于获取预设的带电设备红外诊断应用规范，并通过所述带电设备红外诊断应用规范对所述设备图像进行诊断，得到对应设备的故障诊断结果。The fifth acquisition module is used to obtain the preset infrared diagnosis application specification for charged equipment, and diagnose the device image through the infrared diagnosis application specification for charged equipment to obtain the fault diagnosis result of the corresponding equipment.
关于红外热像分析报告的生成及模板制作装置的具体限定可以参见上文中对于红外热像分析报告的生成及模板制作方法的限定，在此不再赘述。上述红外热像分析报告的生成及模板制作装置中的各个模块可全部或部分通过软件、硬件及其组合来实现。上述各模块可以硬件形式内嵌于或独立于计算机设备中的处理器中，也可以以软件形式存储于计算机设备中的存储器中，以便于处理器调用执行以上各个模块对应的操作。Regarding the specific limitations on the generation of the infrared thermal imaging analysis report and the template making device, please refer to the limitations on the generation of the infrared thermal imaging analysis report and the template making method mentioned above, which will not be described again here. Each module in the above-mentioned infrared thermal image analysis report generation and template making device can be realized in whole or in part by software, hardware and combinations thereof. Each of the above modules may be embedded in or independent of the processor of the computer device in the form of hardware, or may be stored in the memory of the computer device in the form of software, so that the processor can call and execute the operations corresponding to the above modules.
图3示例了一种电子设备的实体结构示意图，如图3所示，该电子设备可以包括：处理器(processor)301、存储器(memory)302、通信接口(Communications Interface)303和通信总线304，其中，处理器301，存储器302，通信接口303通过通信总线304完成相互间的通信。处理器301可以调用存储器302中的逻辑指令，以执行如下方法：接收到红外分析报告的请求指令时，获取所述请求指令对应的红外热图，并根据请求指令生成对应的报告模板，报告模板包括：红外热图区、可见光图像区、图像信息区、对象信息区、温度分析区、故障分析区；根据红外热图，获取对应的可见光图像、图像信息、对象信息，并根据图像信息、对象信息分析得到对应的温差信息、温度变化曲线、温度直方图及温度3D图形；获取红外热图中的设备图像，并根据设 备图像诊断得到对应设备的故障诊断结果；将红外热图填入红外热图区，可见光图像填入可见光图像区，图像信息填入图像信息区，对象信息填入对象信息区，温差信息、温度变化曲线、温度直方图及温度3D图形填入温度分析区，故障诊断结果填入故障分析区，并结合报告模板，生成对应的红外热像分析报告。Figure 3 illustrates a schematic diagram of the physical structure of an electronic device. As shown in Figure 3, the electronic device may include: a processor (processor) 301, a memory (memory) 302, a communications interface (Communications Interface) 303 and a communication bus 304. Among them, the processor 301, the memory 302, and the communication interface 303 complete communication with each other through the communication bus 304. The processor 301 can call logical instructions in the memory 302 to perform the following method: when receiving a request instruction for an infrared analysis report, obtain the infrared heat map corresponding to the request instruction, and generate a corresponding report template according to the request instruction. The report template Including: infrared heat map area, visible light image area, image information area, object information area, temperature analysis area, fault analysis area; according to the infrared heat map, the corresponding visible light image, image information, and object information are obtained, and according to the image information, object Information analysis obtains the corresponding temperature difference information, temperature change curve, temperature histogram and temperature 3D graphics; obtains the equipment image in the infrared heat map, and based on the settings Equipment image diagnosis is used to obtain the fault diagnosis results of the corresponding equipment; fill in the infrared heat image into the infrared heat image area, the visible light image into the visible light image area, the image information into the image information area, the object information into the object information area, the temperature difference information, and the temperature Change curves, temperature histograms and temperature 3D graphics are filled in the temperature analysis area, fault diagnosis results are filled in the fault analysis area, and combined with the report template, a corresponding infrared thermal image analysis report is generated.
此外，上述的存储器302中的逻辑指令可以通过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部分可以以软件产品的形式体现出来，该计算机软件产品存储在一个存储介质中，包括若干指令用以使得一台计算机设备(可以是个人计算机，服务器，或者网络设备等)执行本发明各个实施例所述方法的全部或部分步骤。而前述的存储介质包括：U盘、移动硬盘、只读存储器(ROM，Read-Only Memory)、随机存取存储器(RAM，Random Access Memory)、磁碟或者光盘等各种可以存储程序代码的介质。In addition, the above-mentioned logical instructions in the memory 302 can be implemented in the form of software functional units and can be stored in a computer-readable storage medium when sold or used as an independent product. Based on this understanding, the technical solution of the present invention essentially or the part that contributes to the existing technology or the part of the technical solution can be embodied in the form of a software product. The computer software product is stored in a storage medium, including Several instructions are used to cause 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 various embodiments of the present invention. The aforementioned storage media include: U disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic disk or optical disk and other media that can store program code. .
另一方面，本发明实施例还提供一种非暂态计算机可读存储介质，其上存储有计算机程序，该计算机程序被处理器执行时实现以执行上述各实施例提供的传输方法，例如包括：接收到红外分析报告的请求指令时，获取所述请求指令对应的红外热图，并根据请求指令生成对应的报告模板，报告模板包括：红外热图区、可见光图像区、图像信息区、对象信息区、温度分析区、故障分析区；根据红外热图，获取对应的可见光图像、图像信息、对象信息，并根据图像信息、对象信息分析得到对应的温差信息、温度变化曲线、温度直方图及温度3D图形；获取红外热图中的设备图像，并根据设备图像诊断得到对应设备的故障诊断结果；将红外热图填入红外热图区，可见光图像填入可见光图像区，图像信息填入图像信息区，对象信息填入对象信息区，温差信息、温度变化曲线、温度直方图及温度3D图形填入温度分析区，故障诊断结果填入故障分析区，并结合报告模板，生成对应的红外热像分析报告。 On the other hand, embodiments of the present invention also provide a non-transitory computer-readable storage medium on which a computer program is stored. The computer program is implemented when executed by a processor to perform the transmission method provided by the above embodiments, for example, including : When receiving the request instruction for the infrared analysis report, obtain the infrared heat map corresponding to the request instruction, and generate the corresponding report template according to the request instruction. The report template includes: infrared heat map area, visible light image area, image information area, object Information area, temperature analysis area, and fault analysis area; according to the infrared heat map, the corresponding visible light image, image information, and object information are obtained, and the corresponding temperature difference information, temperature change curve, temperature histogram, and Temperature 3D graphics; obtain the device image in the infrared heat map, and obtain the fault diagnosis results of the corresponding device based on the device image diagnosis; fill the infrared heat map into the infrared heat map area, the visible light image into the visible light image area, and the image information into the image Information area, object information is filled in the object information area, temperature difference information, temperature change curve, temperature histogram and temperature 3D graphics are filled in the temperature analysis area, fault diagnosis results are filled in the fault analysis area, and combined with the report template, the corresponding infrared heat is generated Like analysis reports.
以上所描述的装置实施例仅仅是示意性的，其中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模块来实现本实施例方案的目的。本领域普通技术人员在不付出创造性的劳动的情况下，即可以理解并实施。The device embodiments described above are only illustrative. The units described as separate components may or may not be physically separated. The components shown as units may or may not be physical units, that is, they may be located in One location, or it can be distributed across multiple network units. Some or all of the modules can be selected according to actual needs to achieve the purpose of the solution of this embodiment. Persons of ordinary skill in the art can understand and implement the method without any creative effort.
通过以上的实施方式的描述，本领域的技术人员可以清楚地了解到各实施方式可借助软件加必需的通用硬件平台的方式来实现，当然也可以通过硬件。基于这样的理解，上述技术方案本质上或者说对现有技术做出贡献的部分可以以软件产品的形式体现出来，该计算机软件产品可以存储在计算机可读存储介质中，如ROM/RAM、磁碟、光盘等，包括若干指令用以使得一台计算机设备(可以是个人计算机，服务器，或者网络设备等)执行各个实施例或者实施例的某些部分所述的方法。Through the above description of the embodiments, those skilled in the art can clearly understand that each embodiment can be implemented by software plus a necessary general hardware platform, and of course, it can also be implemented by hardware. Based on this understanding, the part of the above technical solution that essentially contributes to the existing technology can be embodied in the form of a software product. The computer software product can be stored in a computer-readable storage medium, such as ROM/RAM, magnetic disk, optical disk, etc., including a number of instructions to cause a computer device (which can be a personal computer, a server, or a network device, etc.) to execute the methods described in various embodiments or certain parts of the embodiments.
最后应说明的是：以上实施例仅用以说明本发明的技术方案，而非对其限制；尽管参照前述实施例对本发明进行了详细的说明，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发明各实施例技术方案的精神和范围。 Finally, it should be noted that the above embodiments are only used to illustrate the technical solution of the present invention, but not to limit it; although the present invention has been described in detail with reference to the foregoing embodiments, those of ordinary skill in the art should understand that it can still be used Modifications are made to the technical solutions described in the foregoing embodiments, or equivalent substitutions are made to some of the technical features; however, these modifications or substitutions do not cause the essence of the corresponding technical solutions to deviate from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims (10)

  1. 一种红外热像分析报告的生成及模板制作方法，其特征在于，包括：A method for generating and template making infrared thermal image analysis reports, which is characterized by including:
    接收到红外分析报告的请求指令时，获取所述请求指令对应的红外热图，并根据所述请求指令生成对应的报告模板，所述报告模板包括：红外热图区、可见光图像区、图像信息区、对象信息区、温度分析区、故障分析区；When receiving a request instruction for an infrared analysis report, the infrared heat map corresponding to the request instruction is obtained, and a corresponding report template is generated according to the request instruction. The report template includes: infrared heat map area, visible light image area, image information area, object information area, temperature analysis area, fault analysis area;
    根据所述红外热图，获取对应的可见光图像、图像信息、对象信息，并根据所述图像信息、对象信息分析得到对应的温差信息、温度变化曲线、温度直方图及温度3D图形；According to the infrared heat map, the corresponding visible light image, image information, and object information are obtained, and the corresponding temperature difference information, temperature change curve, temperature histogram, and temperature 3D graphics are obtained based on the analysis of the image information and object information;
    获取所述红外热图中的设备图像，并根据所述设备图像诊断得到对应设备的故障诊断结果；Obtain the equipment image in the infrared heat map, and obtain the fault diagnosis result of the corresponding equipment based on the equipment image diagnosis;
    将所述红外热图填入红外热图区，可见光图像填入可见光图像区，图像信息填入图像信息区，对象信息填入对象信息区，温差信息、温度变化曲线、温度直方图及温度3D图形填入温度分析区，故障诊断结果填入故障分析区，并结合所述报告模板，生成对应的红外热像分析报告。The infrared heat map is filled in the infrared heat map area, the visible light image is filled in the visible light image area, the image information is filled in the image information area, the object information is filled in the object information area, the temperature difference information, temperature change curve, temperature histogram and temperature 3D The graphics are filled in the temperature analysis area, the fault diagnosis results are filled in the fault analysis area, and combined with the report template, a corresponding infrared thermal image analysis report is generated.
  2. 根据权利要求1所述的红外热像分析报告的生成及模板制作方法，其特征在于，所述根据所述图像信息、对象信息分析得到对应的温差信息、温度变化曲线、温度直方图及温度3D图形，包括：The infrared thermal image analysis report generation and template making method according to claim 1, characterized in that the corresponding temperature difference information, temperature change curve, temperature histogram and temperature 3D are obtained according to the analysis of the image information and object information. Graphics, including:
    获取对象信息中的分析对象，并对比所述分析对象之间的最高温、最低温、平均温的差值，得到所述温差信息；Obtain the analysis object in the object information, and compare the maximum temperature, minimum temperature, and average temperature difference between the analysis objects to obtain the temperature difference information;
    获取预设的软件算法，通过所述软件算法沿所述分析对象绘制所述温度变化曲线；Obtain a preset software algorithm, and draw the temperature change curve along the analysis object through the software algorithm;
    获取所述分析对象在所述红外热图中的温度点分布情况，根据所述分布情况确定对应的温度直方图；Obtain the temperature point distribution of the analysis object in the infrared heat map, and determine the corresponding temperature histogram according to the distribution;
    根据所述温度变化曲线，结合预设的3D算法，绘制所述分析对象的温度3D图形。According to the temperature change curve and combined with the preset 3D algorithm, a 3D temperature graph of the analysis object is drawn.
  3. 根据权利要求1所述的红外热像分析报告的生成及模板制作方法，其特征在于，所述根据所述设备图像诊断得到对应设备的故障诊断结果，包括：The method for generating and template making of an infrared thermal image analysis report according to claim 1, wherein the fault diagnosis results of the corresponding equipment are obtained based on the equipment image diagnosis, including:
    获取预设的带电设备红外诊断应用规范，并通过所述带电设备红外诊断应用规范对所述设备图像进行诊断，得到对应设备的故障诊断结果。Obtain a preset infrared diagnosis application specification for charged equipment, diagnose the device image through the infrared diagnosis application specification for charged equipment, and obtain a fault diagnosis result of the corresponding equipment.
  4. 根据权利要求1所述的红外热像分析报告的生成及模板制作方法，其特 征在于，所述根据所述请求指令生成对应的报告模板之后，还包括：The method for generating and template making of infrared thermal image analysis reports according to claim 1, wherein Characteristically, after generating the corresponding report template according to the request instruction, the method further includes:
    获取所述请求指令对应的移动终端，并将所述报告模板反馈至所述移动终端，供所述移动终端对所述报告模板进行模板修改。Obtain the mobile terminal corresponding to the request instruction, and feed back the report template to the mobile terminal, so that the mobile terminal can modify the report template.
  5. 根据权利要求1所述的红外热像分析报告的生成及模板制作方法，其特征在于，所述图像信息，包括：The infrared thermal image analysis report generation and template making method according to claim 1, characterized in that the image information includes:
    拍摄所述红外热图的热像仪的设备信息，红外热图的拍摄时间、地点，所述红外热图中的最高温、最低温、平均温位置点及对应温度值，红外热图的发射率、测温距离、相对湿度、环境温度、反射温度。Equipment information of the thermal imager that captured the infrared heat map, the time and location of the infrared heat map, the highest temperature, lowest temperature, average temperature position and corresponding temperature value in the infrared heat map, the emission of the infrared heat map rate, temperature measurement distance, relative humidity, ambient temperature, reflected temperature.
  6. 一种红外热像分析报告的生成及模板制作装置，其特征在于，所述装置包括：An infrared thermal image analysis report generation and template making device, characterized in that the device includes:
    接收模块，用于接收到红外分析报告的请求指令时，获取所述请求指令对应的红外热图，并根据所述请求指令生成对应的报告模板，所述报告模板包括：红外热图区、可见光图像区、图像信息区、对象信息区、温度分析区、故障分析区；The receiving module is used to obtain the infrared heat map corresponding to the request instruction when receiving the request instruction of the infrared analysis report, and generate the corresponding report template according to the request instruction. The report template includes: infrared heat map area, visible light Image area, image information area, object information area, temperature analysis area, fault analysis area;
    获取模块，用于根据所述红外热图，获取对应的可见光图像、图像信息、对象信息，并根据所述图像信息、对象信息分析得到对应的温差信息、温度变化曲线、温度直方图及温度3D图形；An acquisition module, configured to acquire the corresponding visible light image, image information, and object information based on the infrared heat map, and analyze the image information and object information to obtain the corresponding temperature difference information, temperature change curve, temperature histogram, and temperature 3D Graphics;
    诊断模块，用于获取所述红外热图中的设备图像，并根据所述设备图像诊断得到对应设备的故障诊断结果；A diagnostic module, used to obtain the device image in the infrared thermal image, and obtain the fault diagnosis result of the corresponding device based on the device image diagnosis;
    生成模块，用于将所述红外热图填入红外热图区，可见光图像填入可见光图像区，图像信息填入图像信息区，对象信息填入对象信息区，温差信息、温度变化曲线、温度直方图及温度3D图形填入温度分析区，故障诊断结果填入故障分析区，并结合所述报告模板，生成对应的红外热像分析报告。Generating module, used to fill the infrared heat map into the infrared heat map area, the visible light image into the visible light image area, the image information into the image information area, the object information into the object information area, the temperature difference information, the temperature change curve, the temperature The histogram and temperature 3D graphics are filled in the temperature analysis area, the fault diagnosis results are filled in the fault analysis area, and combined with the report template, a corresponding infrared thermal image analysis report is generated.
  7. 根据权利要求6中所述的红外热像分析报告的生成及模板制作装置，其特征在于，所述装置还包括：The infrared thermal imaging analysis report generating and template making device according to claim 6, characterized in that the device further includes:
    第二获取模块，用于获取对象信息中的分析对象，并对比所述分析对象之间的最高温、最低温、平均温的差值，得到所述温差信息；The second acquisition module is used to acquire the analysis objects in the object information, and compare the differences between the highest temperature, lowest temperature, and average temperature between the analysis objects to obtain the temperature difference information;
    第三获取模块，用于获取预设的软件算法，通过所述软件算法沿所述分析对象绘制所述温度变化曲线； The third acquisition module is used to acquire the preset software algorithm, and draw the temperature change curve along the analysis object through the software algorithm;
    第四获取模块，用于获取所述分析对象在所述红外热图中的温度点分布情况，根据所述分布情况确定对应的温度直方图；The fourth acquisition module is used to acquire the temperature point distribution of the analysis object in the infrared heat map, and determine the corresponding temperature histogram according to the distribution;
    绘制模块，用于根据所述温度变化曲线，结合预设的3D算法，绘制所述分析对象的温度3D图形。A drawing module is used to draw a 3D temperature graph of the analysis object according to the temperature change curve and a preset 3D algorithm.
  8. 根据权利要求6中所述的红外热像分析报告的生成及模板制作装置，其特征在于，所述装置还包括：The infrared thermal imaging analysis report generating and template making device according to claim 6, characterized in that the device further includes:
    第五获取模块，用于获取预设的带电设备红外诊断应用规范，并通过所述带电设备红外诊断应用规范对所述设备图像进行诊断，得到对应设备的故障诊断结果。The fifth acquisition module is used to obtain the preset infrared diagnosis application specification for charged equipment, and diagnose the device image through the infrared diagnosis application specification for charged equipment to obtain the fault diagnosis result of the corresponding equipment.
  9. 一种电子设备，包括存储器、处理器及存储在存储器上并可在处理器上运行的计算机程序，其特征在于，所述处理器执行所述程序时实现如权利要求1至5任一项所述红外热像分析报告的生成及模板制作方法的步骤。An electronic device, including a memory, a processor, and a computer program stored in the memory and executable on the processor, characterized in that when the processor executes the program, the program as claimed in any one of claims 1 to 5 is implemented. Describe the steps of generating an infrared thermal image analysis report and making a template.
  10. 一种非暂态计算机可读存储介质，其上存储有计算机程序，其特征在于，该计算机程序被处理器执行时实现如权利要求1至5任一项所述红外热像分析报告的生成及模板制作方法的步骤。 A non-transitory computer-readable storage medium with a computer program stored thereon, characterized in that when the computer program is executed by a processor, the generation of the infrared thermal image analysis report as described in any one of claims 1 to 5 is achieved. Steps of the template making method.
PCT/CN2023/081621 2022-06-30 2023-03-15 Method and apparatus for generating and producing template for infrared thermal image analysis report WO2024001309A1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN202210770447.1 2022-06-30
CN202210770447.1A CN115146603A (en) 2022-06-30 2022-06-30 Method and device for generating infrared thermal image analysis report and manufacturing template

Publications (1)

Publication Number Publication Date
WO2024001309A1 true WO2024001309A1 (en) 2024-01-04

Family

ID=83409397

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/CN2023/081621 WO2024001309A1 (en) 2022-06-30 2023-03-15 Method and apparatus for generating and producing template for infrared thermal image analysis report

Country Status (2)

Country Link
CN (1) CN115146603A (en)
WO (1) WO2024001309A1 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN118537808A (en) * 2024-07-26 2024-08-23 国网山东省电力公司滨州市沾化区供电公司 Power equipment monitoring method and system based on image processing

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115146603A (en) * 2022-06-30 2022-10-04 武汉高德智感科技有限公司 Method and device for generating infrared thermal image analysis report and manufacturing template

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108320313A (en) * 2016-12-14 2018-07-24 杭州美盛红外光电技术有限公司 Thermal imagery reporting device, device for zooming, labelling apparatus and thermal imagery method for reporting
CN112348801A (en) * 2020-11-13 2021-02-09 上海优加利健康管理有限公司 Infrared thermal imaging analysis method, equipment and system
CN112766251A (en) * 2020-12-30 2021-05-07 广东电网有限责任公司佛山供电局 Infrared detection method and system for power transformation equipment, storage medium and computer equipment
CN115146603A (en) * 2022-06-30 2022-10-04 武汉高德智感科技有限公司 Method and device for generating infrared thermal image analysis report and manufacturing template

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108320313A (en) * 2016-12-14 2018-07-24 杭州美盛红外光电技术有限公司 Thermal imagery reporting device, device for zooming, labelling apparatus and thermal imagery method for reporting
CN112348801A (en) * 2020-11-13 2021-02-09 上海优加利健康管理有限公司 Infrared thermal imaging analysis method, equipment and system
CN112766251A (en) * 2020-12-30 2021-05-07 广东电网有限责任公司佛山供电局 Infrared detection method and system for power transformation equipment, storage medium and computer equipment
CN115146603A (en) * 2022-06-30 2022-10-04 武汉高德智感科技有限公司 Method and device for generating infrared thermal image analysis report and manufacturing template

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN118537808A (en) * 2024-07-26 2024-08-23 国网山东省电力公司滨州市沾化区供电公司 Power equipment monitoring method and system based on image processing

Also Published As

Publication number Publication date
CN115146603A (en) 2022-10-04

Similar Documents

Publication Publication Date Title
WO2024001309A1 (en) Method and apparatus for generating and producing template for infrared thermal image analysis report
WO2021057848A1 (en) Network training method, image processing method, network, terminal device and medium
CN111144493B (en) Method for automatically identifying algorithm index test, storage medium and electronic terminal
CN109934873B (en) Method, device and equipment for acquiring marked image
CN111124863B (en) Intelligent device performance testing method and device and intelligent device
WO2023279847A1 (en) Cell position detection method and apparatus, and electronic device
CN111353965B (en) Image restoration method, device, terminal and storage medium
CN113762303A (en) Image classification method and device, electronic equipment and storage medium
CN110310341B (en) Method, device, equipment and storage medium for generating default parameters in color algorithm
CN111369557A (en) Image processing method, image processing device, computing equipment and storage medium
WO2024001308A1 (en) Template-based batch generation method and apparatus for infrared thermal image analysis reports
CN111985471A (en) License plate positioning method and device and storage medium
CN114119842B (en) Rendering method and system based on SSIM (structural similarity) and PSNR (Peak Signal to noise ratio) algorithm and computer readable storage medium
CN110443322A (en) Image processing method, device, server and readable storage medium storing program for executing
CN116962612A (en) Video processing method, device, equipment and storage medium applied to simulation system
CN116993654A (en) Camera module defect detection method, device, equipment, storage medium and product
CN117011216A (en) Defect detection method and device, electronic equipment and storage medium
WO2022073377A1 (en) Vehicle damage assessment method and apparatus, computer device, and readable storage medium
CN111124862B (en) Intelligent device performance testing method and device and intelligent device
CN112652056B (en) 3D information display method and device
CN115374517A (en) Testing method and device for wiring software, electronic equipment and storage medium
CN114925153A (en) Service-based geographic information data quality detection method, device and equipment
CN113192171A (en) Three-dimensional effect graph efficient rendering method and system based on cloud rendering
CN113763450B (en) Method and device for acquiring depth map, electronic equipment and storage medium
CN117074412A (en) Solder appearance defect detection method, device, equipment and storage medium

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 23829501

Country of ref document: EP

Kind code of ref document: A1