CN110319937A - Infrared measurement of temperature image processing method, device, computer equipment and storage medium - Google Patents

Infrared measurement of temperature image processing method, device, computer equipment and storage medium Download PDF

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Publication number
CN110319937A
CN110319937A CN201910423306.0A CN201910423306A CN110319937A CN 110319937 A CN110319937 A CN 110319937A CN 201910423306 A CN201910423306 A CN 201910423306A CN 110319937 A CN110319937 A CN 110319937A
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China
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image
infrared
infrared imaging
analyzed
temperature
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夏铭聪
童锐
董选昌
廖辰川
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Guangzhou Power Supply Bureau of Guangdong Power Grid Co Ltd
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Guangzhou Power Supply Bureau Co Ltd
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Priority to CN201910423306.0A priority Critical patent/CN110319937A/en
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01JMEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
    • G01J5/00Radiation pyrometry, e.g. infrared or optical thermometry
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01JMEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
    • G01J5/00Radiation pyrometry, e.g. infrared or optical thermometry
    • G01J2005/0077Imaging

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  • General Physics & Mathematics (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Radiation Pyrometers (AREA)

Abstract

This application involves a kind of infrared measurement of temperature image processing method, device, computer equipment and storage mediums, which comprises the infrared image to be analyzed obtained after detection device infrared measurement of temperature, displays temperature result in infrared image to be analyzed are treated in acquisition;Infrared image to be analyzed is analyzed, when occurring the region of temperature anomaly in determining infrared image to be analyzed, generates prompting message, temperature anomaly area information;It is prompted according to prompting message;Temperature anomaly area information is added in infrared imaging image to be analyzed and is shown.Pass through above-mentioned infrared measurement of temperature image processing method, there can be computer to complete to detect the temperature anomaly of infrared image when obtaining infrared image, if there is temperature anomaly, remind user, the requirement to technical staff is reduced, and the phenomenon that omitting temperature anomaly in infrared image can be reduced.

Description

Infrared measurement of temperature image processing method, device, computer equipment and storage medium
Technical field
This application involves Electric Power Patrol technical fields, more particularly to a kind of infrared measurement of temperature image processing method, device, meter Calculate machine equipment and storage medium.
Background technique
Infrared thermal imager is by measuring object to the infrared signal of external radiation, in a non-contact manner to the temperature of object It measures, is used widely in power equipment tour.In power circuit and equipment-patrolling work, thermal imaging system is used for The temperature of the equipment such as precise measurement line joint, transformer, high-voltage circuitbreaker, disconnecting switch, insulator, mutual inductor, passes through temperature Degree variation judges the reliability of equipment.
However, infrared product in the prior art is simple infrared imaging mostly, and shown in system homepage Temperature (including maximum temperature or minimum temperature) out, then can only be by manually carrying out discriminating device to infrared imaging picture Type, and judge whether equipment has abnormal heating situation, sites of heat generation etc., in this way, it is more demanding to technical staff, and when hair When hot spot is smaller, it is more likely that be ignored, judgement is caused to be made a fault.
Summary of the invention
Based on this, it is necessary in view of the above technical problems, provide a kind of infrared measurement of temperature image processing method, device, calculating Machine equipment and storage medium.
A kind of infrared measurement of temperature image processing method, which comprises
The infrared image to be analyzed obtained after detection device infrared measurement of temperature is treated in acquisition, is shown in the infrared image to be analyzed Temperature displaying function result;
The infrared image to be analyzed is analyzed, temperature anomaly occurs in determining the infrared image to be analyzed When region, prompting message, temperature anomaly area information are generated;
It is prompted according to the prompting message;
The temperature anomaly area information is added in the infrared imaging image to be analyzed and is shown.
A kind of infrared measurement of temperature image processing apparatus, described device include:
Infrared image to be analyzed obtains module, for obtain treat detection device infrared measurement of temperature after obtain it is to be analyzed infrared Image, displays temperature result in the infrared image to be analyzed;
Image analysis module is determining the infrared figure to be analyzed for analyzing the infrared image to be analyzed When there is the region of temperature anomaly as in, prompting message, temperature anomaly area information are generated;
Cue module, for being prompted according to the prompting message;
Image display, for the temperature anomaly area information to be added in the infrared imaging image to be analyzed Display.
A kind of computer equipment, including memory and processor, the memory are stored with computer program, the processing The step of device realizes the above method when executing the computer program.
A kind of computer readable storage medium, is stored thereon with computer program, and the computer program is held by processor The step of above method is realized when row.
Above-mentioned infrared measurement of temperature image processing method, device, computer equipment and storage medium are surveyed by treating detection device The infrared image to be analyzed that temperature obtains is analyzed, and determines the region that whether there is temperature anomaly in infrared image to be analyzed, It determines in infrared image to be analyzed there are generating prompting message and temperature anomaly area information when the region of temperature anomaly, according to Prompting message is reminded to user, and the area information of temperature anomaly is added in infrared image to be analyzed and is shown Show.By the above method, there can be computer to complete to detect the temperature anomaly of infrared image when obtaining infrared image, if going out When existing temperature anomaly, user is reminded, the requirement to technical staff is reduced, and can reduced and omit temperature anomaly in infrared image The phenomenon that.
Detailed description of the invention
Fig. 1 is the applied environment figure of infrared measurement of temperature image processing method in one embodiment;
Fig. 2 is the flow diagram of infrared measurement of temperature image processing method in one embodiment;
Fig. 3 is the exemplary diagram of infrared image to be analyzed in one embodiment;
Fig. 4 is the step flow diagram analyzed in one embodiment infrared image to be analyzed;
Fig. 5 is the exemplary diagram of infrared image to be analyzed in another embodiment;
Fig. 6 is the structural schematic diagram that equipment appearance infrared imaging database is preset in one embodiment;
Fig. 7 is default equipment inner structure corresponding with each default equipment appearance infrared imaging database in one embodiment The structural schematic diagram of infrared imaging database;
Fig. 8 is the flow diagram of infrared measurement of temperature image processing method in another embodiment;
Fig. 9 is the flow diagram of infrared measurement of temperature image processing method in a specific embodiment;
Figure 10 is the structural schematic diagram of infrared measurement of temperature image processing apparatus in one embodiment;
Figure 11 is the internal structure chart of computer equipment in one embodiment.
Specific embodiment
It is with reference to the accompanying drawings and embodiments, right in order to which the objects, technical solutions and advantages of the application are more clearly understood The application is further elaborated.It should be appreciated that specific embodiment described herein is only used to explain the application, not For limiting the application.
Infrared measurement of temperature image processing method provided by the present application, can be applied in application environment as shown in Figure 1.Its In, terminal 110 is communicated by network with server 120.Server is treated after detection device carries out infrared measurement of temperature and obtains it The image that infrared imaging obtains, analyzes infrared image, by infrared image to be analyzed treat the temperature of detection device into Row analysis generates prompting message, temperature anomaly region when there is the region of temperature anomaly according to infrared image to be analyzed is determining Information while prompt according to prompting message user, also shows temperature anomaly area information in infrared figure to be analyzed As in;Server is analysed to infrared image delivery and is stored or shown to terminal.Wherein, terminal 110 can with but it is unlimited Then various personal computers, laptop, smart phone, tablet computer and portable wearable device, server 120 can To be realized with the independent server either server cluster that forms of multiple servers.
In one embodiment, it as shown in Fig. 2, providing a kind of infrared measurement of temperature image processing method, applies in this way It is illustrated for server in Fig. 1, including step S210 to step S240.
The infrared image to be analyzed obtained after detection device infrared measurement of temperature is treated in step S210, acquisition.
Infrared measurement of temperature is carried out to equipment, infrared temperature measurement system will generate infrared imaging figure, and will in the present embodiment, will This infrared imaging image is denoted as infrared image to be analyzed.Wherein, displays temperature result in infrared image to be analyzed.For example, In one embodiment, as shown in figure 3, for the exemplary diagram of infrared image to be analyzed in one embodiment, by the depth of color come Indicate the height of temperature.
Step S220 analyzes infrared image to be analyzed, temperature anomaly occurs in determining infrared image to be analyzed Region when, generate prompting message, temperature anomaly area information.
In one embodiment, infrared image to be analyzed is analyzed, comprising: to the color in infrared image to be analyzed It is analyzed, determines the temperature in infrared image to be analyzed.
Determining that infrared image to be analyzed temperature occurs more than temperature threshold according to the color in infrared image to be analyzed When region, determine temperature anomaly occur in infrared image to be analyzed.In the present embodiment, temperature anomaly area information packet is generated It includes: the regional location that temperature is more than temperature threshold is determined as temperature anomaly regional location.
Temperature when working for an equipment, usually has more appropriate operating temperature range, therefore in the present embodiment Whether middle setting temperature threshold is in normal temperature range with the operating temperature for determining equipment.When the temperature of equipment is more than temperature When threshold value, indicate that equipment is likely to occur failure or abnormal conditions.Wherein the size of temperature threshold can carry out according to the actual situation Setting, to the temperature threshold of each position of equipment setting can be it is identical be also possible to it is different.In one embodiment In, it further include the displays temperature mistake on current page when occurring the region of temperature anomaly in detecting infrared image to be analyzed High prompt information.
In the present embodiment, thermometric is carried out using infrared imaging to equipment, passes through color in the infrared image of acquisition The depth indicates the height of temperature.Therefore, it can be determined by the depth of the color in analysis infrared image to be analyzed to be detected The temperature of each position (appearing in the part in infrared image to be analyzed) of equipment;It should be noted that temperature here refers to Be infrared image to be analyzed imaging at the time of temperature.
Further, it is determined in measurement equipment to be checked in the color by analyzing infrared image to be analyzed and occurs temperature anomaly Point perhaps region when determine the location information in this temperature anomaly point or region, generate temperature anomaly area information.
Further, in one embodiment, infrared image to be analyzed is analyzed, as shown in figure 4, including step S410 to step S440.
Step S410 searches corresponding set in default equipment appearance infrared imaging database according to infrared image to be analyzed Standby appearance infrared picture data.
Wherein, the infrared imaging data that large number of equipment appearance is stored in equipment appearance infrared imaging database are preset, respectively Infrared imaging data image carries device name mark;Infrared imaging data therein not only may include normal equipment Appearance infrared imaging data also may include the infrared imaging data for temperature anomaly occur.Therefore in the present embodiment, pass through ratio To the infrared imaging data image in infrared image to be analyzed and default equipment appearance infrared imaging database, matched set is found Standby appearance infrared data image, then can determine device type corresponding to infrared image to be analyzed, i.e., measurement equipment to be checked is set Standby type.
The device type of corresponding equipment appearance infrared picture data is determined as setting for measurement equipment to be checked by step S420 Standby type.
Found in default equipment appearance infrared imaging database with after the matched infrared image of infrared image to be analyzed, The device type of this matched infrared image is determined as measurement equipment to be checked by the device type for obtaining the matched infrared image Device type.
Step S430, in default equipment inner structure infrared imaging database corresponding with the device type of measurement equipment to be checked The corresponding equipment inner structure infrared imaging data of middle lookup image to be analyzed.
Wherein, the infrared imaging that large number of equipment internal structure is stored in equipment inner structure infrared imaging database is preset Data, each infrared imaging data image carry equipment inner structure name identification;Infrared imaging data therein not only may be used It also may include the infrared imaging data for temperature anomaly occur to include normal equipment appearance infrared imaging data.Therefore exist In the present embodiment, by comparing the infrared imaging in infrared image to be analyzed and default equipment inner structure infrared imaging database Data image is found and the matched equipment inner structure infrared data figure of each internal structure institute that occurs in infrared image to be analyzed Picture can then determine internal structure type corresponding to each section appeared in infrared image to be analyzed, i.e., measurement equipment to be checked Each internal structure type.
Further, it is determined that can be determined with the device type corresponding default after the device type of measurement equipment to be checked Which infrared imaging database is inside equipment, with determine device type similarly, using infrared image to be analyzed to presetting It goes to search corresponding equipment content structure infrared imaging data in infrared imaging database inside equipment.
The structure type of corresponding equipment inner structure infrared imaging data is determined as measurement equipment to be checked by step S440 Structure title.
Occurring with infrared image to be analyzed for finding in default equipment inner structure infrared imaging database is each interior After the infrared image of portion's structure matching, the internal structure type of each matched infrared image is obtained, by this matched infrared figure The device type of picture is determined as the device type of measurement equipment to be checked.
In the present embodiment, above-mentioned infrared measurement of temperature image processing method, which further comprises the steps of:, adds device type, structure title It adds in infrared image to be analyzed and shows.
Device type and structure title are added in infrared image to be analyzed and shown, user is seeing infrared image to be analyzed When, can more easily know this infrared image to be analyzed it is corresponding be which equipment and its internal structure.
Step S230, is prompted according to prompting message.
Wherein, prompting message, which can be, reminds user that exception occurs in device temperature to be detected, in one embodiment, may be used also To include regional location, the actual temp etc. of temperature indicator exception.In one embodiment, it is prompted according to prompting message, It include: that voice reminder or text prompting are carried out according to prompting message.Carrying out prompt according to prompting message can be voice reminder, It is also possible to sense organ prompting namely text is reminded or warning lamp flashing is reminded etc. mode.
Temperature anomaly area information is added in infrared imaging image to be analyzed and shows by step S240.
As shown in figure 5, in one embodiment, the example of the infrared image to be analyzed after being added to temperature anomaly information Figure.
In one embodiment, if not finding infrared figure to be analyzed in default equipment appearance infrared imaging database Picture is then directly analyzed and whether occurs the region of temperature anomaly in infrared image to be analyzed, if there is the region of temperature anomaly, really Determine the position that abnormal region occurs in temperature, temperature anomaly zone position information to be added in infrared image to be analyzed and is shown Show.
It is searched in preset database in order to reduce less than corresponding infrared imaging data, it is red in preset database Outer imaging data should will more as far as possible and A wide selection of colours and designs.For this purpose, in one embodiment, being added by temperature anomaly area information To after being shown in infrared image to be analyzed, further comprise the steps of: according to affiliated device type, the structure type of each section, it will Infrared image to be analyzed is stored in corresponding default equipment appearance infrared imaging database, default equipment inner structure infrared imaging number According in library.
The infrared image that this infrared measurement of temperature is formed is stored in corresponding database, can with the sample in abundant data library, Improve the successful that image to be analyzed finds corresponding data in the database.
Above-mentioned infrared measurement of temperature image processing method is carried out by treating the infrared image to be analyzed that detection device thermometric obtains Analysis determines the region that whether there is temperature anomaly in infrared image to be analyzed, there is temperature in determining infrared image to be analyzed Prompting message and temperature anomaly area information are generated when spending abnormal region, is reminded according to prompting message to user, with And the area information of temperature anomaly is added in infrared image to be analyzed and is shown.By the above method, can obtain There is computer to complete to detect the temperature anomaly of infrared image when infrared image, if there is temperature anomaly, reminds user, reduce Requirement to technical staff, and the phenomenon that omitting temperature anomaly in infrared image can be reduced.
In one embodiment, above-mentioned infrared measurement of temperature image processing method is applied to the power grid thermometric of grid equipment, because This, as shown in fig. 6, default equipment appearance infrared imaging database may include:
Closed dry-type transformer infrared imaging database, open dry-type transformer infrared imaging database, oil immersed type Transformer infrared imaging database, box type transformer infrared imaging database, high-tension switch cabinet infrared imaging database, low pressure are opened Close cabinet infrared imaging database, cable infrared imaging database, overhead line infrared imaging database, rack infrared imaging database And low voltage knife switch infrared imaging database.
Further, in one embodiment, as shown in fig. 7, being and each default equipment appearance infrared imaging database pair The structural schematic diagram for the default equipment inner structure infrared imaging database answered.Wherein:
Equipment inner structure database corresponding with closed dry-type transformer infrared imaging database includes: that tap is red Outer image, iron core infrared imaging image, high-low pressure terminal infrared imaging image.
Equipment inner structure database corresponding with open dry-type transformer infrared imaging database includes: that tap is red Outer image, iron core infrared imaging image, high-low pressure terminal infrared imaging image.
Equipment inner structure database corresponding with oil-immersed transformer infrared imaging database include: tap it is infrared at As image, iron core infrared imaging image, high-low pressure terminal infrared imaging image, conservator infrared imaging image.
Equipment inner structure database corresponding with box type transformer infrared imaging database includes: tap infrared imaging Image, iron core infrared imaging image, high-low pressure junction infrared imaging image.
Equipment inner structure database corresponding with high-tension switch cabinet infrared imaging database includes: cable vault's infrared imaging Image, switching mechanism infrared imaging image, busbar infrared imaging image.
Equipment inner structure database corresponding with low-tension switch cabinet infrared imaging database includes: low pressure master switch mechanism Infrared imaging image, low pressure branch switch infrared imaging image, electrical cable infrared imaging image.
Equipment inner structure database corresponding with cable infrared imaging database includes: cable mid head infrared imaging figure Picture.
Equipment inner structure database corresponding with overhead line infrared imaging database includes: conducting wire docking position infrared imaging Image infrared imaging image, fitting infrared imaging image, isolation switch infrared imaging image.
Equipment inner structure database corresponding with rack infrared imaging database includes: conducting wire docking position infrared imaging figure Picture, fitting infrared imaging image, fuse switch infrared imaging image, electrification collet infrared imaging image, oil immersed type transformation Device infrared imaging image.
Equipment inner structure database corresponding with low voltage knife switch infrared imaging database includes: red at low voltage knife switch screw Infrared imaging image, low-voltage fuse infrared imaging image at outer image, route docking.
It is to be appreciated that in other embodiments, above-mentioned infrared measurement of temperature image processing method can also be applied in other necks Domain, default equipment appearance infrared imaging database preset the equipment correlation for including in equipment inner structure infrared imaging database Infrared imaging data are different and different according to applied field.
In one embodiment, as shown in figure 8, in one embodiment, the step of infrared measurement of temperature image processing method, flows Journey schematic diagram further includes step S810 before the infrared image to be analyzed obtained after detection device infrared measurement of temperature is treated in acquisition To step S830.
Step S810, positions current location, generates temperature measurement location information.
Step S820 records the time at current time, determines thermometric temporal information.
Step S830, infrared measurement of temperature image processing method further include: according to temperature measurement location information, thermometric temporal information and temperature Spend abnormal area information, temperature results generate infrared measurement of temperature result data table.
In one embodiment, the above method further include: be added to temperature measurement location information, thermometric temporal information to be analyzed It is shown in infrared image.In this way, can forget the time of infrared image formation to be analyzed and setting for institute's thermometric to avoid user The position at standby place.
Temperature measurement location information, thermometric temporal information are recorded, it specifically can be by automatically generating GPS positioning when shooting photo Position can accomplish to be analysed to infrared image and address, temporal binding, conveniently thumb the photo in the future and pass through the photo It is known that the equipment specific location.
Further, in one embodiment, generate infrared measurement of temperature result data table, will analysis result (including temperature Abnormal area information, the device type of measurement equipment to be checked, each internal structure title of measurement equipment to be checked, thermometric time, thermometric position Confidence breath etc.) it is added in infrared image to be analyzed after display, it can also will be added to the infrared figure to be analyzed of analysis result Picture and temperature-measuring results tables of data, which upload to backstage, can carry out big data analysis, facilitate and carry out the evaluation of equipment long term state.
In a specific embodiment, by taking above-mentioned infrared measurement of temperature image processing method is applied to grid equipment thermometric as an example, As shown in figure 9, for the step flow chart of infrared measurement of temperature image processing method in the present embodiment.Specifically include step:
After opening infrared thermometry system, thermometric is carried out to current device (above-mentioned measurement equipment to be checked), is obtained to be analyzed red Outer image includes temperature results in infrared image to be analyzed.
GPS and time function are opened, current thermometric temporal information and temperature measurement location information are recorded, by thermometric temporal information It is added in infrared image to be analyzed and shows with temperature measurement location information.
By in the default matched equipment appearance infrared imaging data of equipment appearance infrared imaging database lookup, determine to The device type (such as oil-immersed transformer) of detection device.After the device type for determining measurement equipment to be checked, with the equipment class It is searched in the corresponding default equipment inner structure infrared imaging database of type, in equipment appeared in infrared image to be analyzed The infrared imaging data of portion's structure matching, so that it is determined that the type (such as: HV Terminal) of each internal structure, can will set at this time Standby type and internal structure type are shown in current interface, and by device type and internal structure type be stored in memory with Record.Then the step of jumping to the point for judging temperature threshold whether is occurred more than in infrared image to be analyzed or region.
If finding matched equipment appearance infrared imaging data, table in default equipment appearance infrared imaging database Show can not intelligent decision, at this point, will jump to the point for judging temperature threshold whether is occurred more than in infrared image to be analyzed or Region.
When occurring point or region of the temperature more than temperature threshold in infrared image to be analyzed, prompt information is generated, with Sound or sense organ (light, text etc.) call user's attention;And displays temperature is excessively high on current home face, to prompt user to need Pay attention to the equipment.
In addition, also generating temperature anomaly area information, temperature anomaly area information is added in infrared image to be analyzed It is shown.Further, it generates selection information to choose whether to need to store infrared image to be analyzed for user, and is receiving When the selection information for needing to store, by analysis infrared image storage into local storage or cloud memory.
In one embodiment, it further comprises the steps of: generation and includes device type, internal structure type, temperature anomaly region The temperature-measuring results tables of data of the data such as information is stored.It as shown in table 1, is temperature-measuring results tables of data in a specific embodiment Example.
Table 1
Further, the selection information for whether continuing thermometric is generated, after receiving user and selecting the selection information continued, Into the infrared measurement of temperature of next equipment.
Above-mentioned infrared measurement of temperature image processing method, fever more intelligent and quick by computer intelligence infrared analysis Equipment or structure judge rapidly, are conducive to save manual time, equipment heating situation is more intuitive;The page is also more friendly, Older personnel are facilitated to use.Infrared figure to be analyzed after computer is analyzed, is being added to temperature anomaly region, equipment class Type, equipment inner structure type picture name are more accurate, more intuitive when manually checking: content-data can be downloaded, and And can export temperature-measuring results as temperature-measuring results tables of data, facilitate personnel to check.Can be open: data and picture upload to Backstage can carry out big data analysis, facilitate and carry out the evaluation of equipment long term state.Intelligent reminding function is set, artificial carelessness is faced Heat generating spot, which can be automatically reminded to, including sound prompting and sense organ are reminded etc., are provided against hidden trouble.Intellectual analysis library is set, Computer can use local data base or remote database carries out intellectual analysis comparison (AI), which can be according to reality Border situation is updated.Have a wide range of application, can be applied to mobile and fixed, mobile emphasis is satisfied with that power grid is daily to patrol It is used depending on maintenance personnel, it is fixed to can be used for fixed equipment, if loaded intelligent infrared in emphasis monitoring device, may be implemented certainly Dynamic O&M such as finds that temperature is excessively high, can be with Intelligent Notification background monitoring personnel.Daily tour is easy to use, patrols in daily route When depending on (protecting power supply make an inspection tour), can be maked an inspection tour by intelligent infrared, record makes an inspection tour picture and data, be then automatically imported it is local or From the background, facilitate infrared ray to make an inspection tour data record, accomplish to look into when needing to thumb data in the future.Positioning and time record, pass through GPS positioning position is automatically generated when shooting infrared image, can accomplish photo and address binding, it is convenient to thumb this in the future Photo is known that the equipment specific location by the photo.
It should be understood that although each step in the flow chart of Fig. 2,4,8 is successively shown according to the instruction of arrow, It is these steps is not that the inevitable sequence according to arrow instruction successively executes.Unless expressly stating otherwise herein, these steps There is no stringent sequences to limit for rapid execution, these steps can execute in other order.Moreover, in Fig. 2,4,8 extremely Few a part of step may include that perhaps these sub-steps of multiple stages or stage are not necessarily same to multiple sub-steps Moment executes completion, but can execute at different times, and the execution sequence in these sub-steps or stage is also not necessarily It successively carries out, but in turn or can be handed over at least part of the sub-step or stage of other steps or other steps Alternately execute.
In one embodiment, as shown in Figure 10, a kind of infrared measurement of temperature image processing apparatus is provided, comprising: to be analyzed Infrared image obtains module 1010, image analysis module 1020, cue module 1030 and image display 1040.
Infrared image to be analyzed obtains module, for obtain treat detection device infrared measurement of temperature after obtain it is to be analyzed infrared Image, displays temperature result in infrared image to be analyzed.
Image analysis module occurs in determining infrared image to be analyzed for analyzing infrared image to be analyzed When the region of temperature anomaly, prompting message, temperature anomaly area information are generated.
Cue module, for being prompted according to prompting message.
Image display is shown for temperature anomaly area information to be added in infrared imaging image to be analyzed.
Specific restriction about infrared measurement of temperature image processing apparatus may refer to above for infrared measurement of temperature image procossing The restriction of method, details are not described herein.Modules in above-mentioned infrared measurement of temperature image processing apparatus can be fully or partially through Software, hardware and combinations thereof are realized.Above-mentioned each module can be embedded in the form of hardware or independently of the place in computer equipment It manages in device, can also be stored in a software form in the memory in computer equipment, in order to which processor calls execution or more The corresponding operation of modules.
In one embodiment, a kind of computer equipment is provided, which can be server, internal junction Composition can be as shown in figure 11.The computer equipment include by system bus connect processor, memory, network interface and Database.Wherein, the processor of the computer equipment is for providing calculating and control ability.The memory packet of the computer equipment Include non-volatile memory medium, built-in storage.The non-volatile memory medium is stored with operating system, computer program and data Library.The built-in storage provides environment for the operation of operating system and computer program in non-volatile memory medium.The calculating The database of machine equipment is for storing equipment appearance infrared imaging data, equipment inner structure infrared imaging data.The computer The network interface of equipment is used to communicate with external terminal by network connection.The computer program is executed by processor Shi Yishi A kind of existing infrared measurement of temperature image processing method.
It will be understood by those skilled in the art that structure shown in Figure 11, only part relevant to application scheme The block diagram of structure, does not constitute the restriction for the computer equipment being applied thereon to application scheme, and specific computer is set Standby may include perhaps combining certain components or with different component layouts than more or fewer components as shown in the figure.
In one embodiment, a kind of computer equipment, including memory and processor are provided, is stored in memory Computer program, the processor perform the steps of when executing computer program
The infrared image to be analyzed obtained after detection device infrared measurement of temperature is treated in acquisition, shows temperature in infrared image to be analyzed Spend result;
Infrared image to be analyzed is analyzed, when occurring the region of temperature anomaly in determining infrared image to be analyzed, Generate prompting message, temperature anomaly area information;
It is prompted according to prompting message;
Temperature anomaly area information is added in infrared imaging image to be analyzed and is shown.
In one embodiment, it is also performed the steps of when processor executes computer program
Infrared image to be analyzed is analyzed, comprising: the color in infrared image to be analyzed is analyzed, determine to Analyze the temperature in infrared image;
Determining that infrared image to be analyzed temperature occurs more than temperature threshold according to the color in infrared image to be analyzed When region, determine temperature anomaly occur in infrared image to be analyzed;
Generating temperature anomaly area information includes: that the regional location that temperature is more than temperature threshold is determined as temperature anomaly area Domain position.
In one embodiment, it is also performed the steps of when processor executes computer program
Infrared image to be analyzed is analyzed, comprising:
It is red that corresponding equipment appearance is searched in default equipment appearance infrared imaging database according to infrared image to be analyzed Outer image data;
By the device type of corresponding equipment appearance infrared picture data, it is determined as the device type of measurement equipment to be checked;
In default equipment inner structure infrared imaging database corresponding with the device type of measurement equipment to be checked search to Analyze the corresponding equipment inner structure infrared imaging data of image;
By the structure type of corresponding equipment inner structure infrared imaging data, it is determined as the structure name of measurement equipment to be checked Claim;
Above-mentioned infrared measurement of temperature image processing method further include: device type, structure title are added to infrared figure to be analyzed It is shown as in.
In one embodiment, it also performs the steps of when processor executes computer program and is carried out according to prompting message Prompt, comprising: voice reminder is carried out according to prompting message or text is reminded.
In one embodiment, it also performs the steps of when processor executes computer program and is set in acquisition to be detected Before the infrared image to be analyzed obtained after standby infrared measurement of temperature, further includes:
Current location is positioned, temperature measurement location information is generated;
The time at current time is recorded, determines thermometric temporal information;
Above-mentioned infrared measurement of temperature image processing method further include: different according to temperature measurement location information, thermometric temporal information and temperature Normal area information, temperature results generate infrared measurement of temperature result data table.
In one embodiment, it is infrared that default equipment appearance is also performed the steps of when processor executes computer program Imaging data library includes:
Closed dry-type transformer infrared imaging database, open dry-type transformer infrared imaging database, oil immersed type Transformer infrared imaging database, box type transformer infrared imaging database, high-tension switch cabinet infrared imaging database, low pressure are opened Close cabinet infrared imaging database, cable infrared imaging database, overhead line infrared imaging database, rack infrared imaging database And low voltage knife switch infrared imaging database.
In one embodiment, it is also performed the steps of and closed dry type transformation when processor executes computer program The corresponding equipment inner structure database of device infrared imaging database includes: tap infrared imaging image, iron core infrared imaging Image, high-low pressure terminal infrared imaging image;
Equipment inner structure database corresponding with open dry-type transformer infrared imaging database includes: that tap is red Outer image, iron core infrared imaging image, high-low pressure terminal infrared imaging image;
Equipment inner structure database corresponding with oil-immersed transformer infrared imaging database include: tap it is infrared at As image, iron core infrared imaging image, high-low pressure terminal infrared imaging image, conservator infrared imaging image;
Equipment inner structure database corresponding with box type transformer infrared imaging database includes: tap infrared imaging Image, iron core infrared imaging image, high-low pressure junction infrared imaging image;
Equipment inner structure database corresponding with high-tension switch cabinet infrared imaging database includes: cable vault's infrared imaging Image, switching mechanism infrared imaging image, busbar infrared imaging image;
Equipment inner structure database corresponding with low-tension switch cabinet infrared imaging database includes: low pressure master switch mechanism Infrared imaging image, low pressure branch switch infrared imaging image, electrical cable infrared imaging image;
Equipment inner structure database corresponding with cable infrared imaging database includes: cable mid head infrared imaging figure Picture;
Equipment inner structure database corresponding with overhead line infrared imaging database includes: conducting wire docking position infrared imaging Image infrared imaging image, fitting infrared imaging image, isolation switch infrared imaging image;
Equipment inner structure database corresponding with rack infrared imaging database includes: conducting wire docking position infrared imaging figure Picture, fitting infrared imaging image, fuse switch infrared imaging image, electrification collet infrared imaging image, oil immersed type transformation Device infrared imaging image;
Equipment inner structure database corresponding with low voltage knife switch infrared imaging database includes: red at low voltage knife switch screw Infrared imaging image, low-voltage fuse infrared imaging image at outer image, route docking.
In one embodiment, a kind of computer readable storage medium is provided, computer program is stored thereon with, is calculated Machine program performs the steps of when being executed by processor
The infrared image to be analyzed obtained after detection device infrared measurement of temperature is treated in acquisition, shows temperature in infrared image to be analyzed Spend result;
Infrared image to be analyzed is analyzed, when occurring the region of temperature anomaly in determining infrared image to be analyzed, Generate prompting message, temperature anomaly area information;
It is prompted according to prompting message;
Temperature anomaly area information is added in infrared imaging image to be analyzed and is shown.
In one embodiment, it is also performed the steps of when computer program is executed by processor
Infrared image to be analyzed is analyzed, comprising: the color in infrared image to be analyzed is analyzed, determine to Analyze the temperature in infrared image;
Determining that infrared image to be analyzed temperature occurs more than temperature threshold according to the color in infrared image to be analyzed When region, determine temperature anomaly occur in infrared image to be analyzed;
Generating temperature anomaly area information includes: that the regional location that temperature is more than temperature threshold is determined as temperature anomaly area Domain position.
In one embodiment, it is also performed the steps of when computer program is executed by processor
Infrared image to be analyzed is analyzed, comprising:
It is red that corresponding equipment appearance is searched in default equipment appearance infrared imaging database according to infrared image to be analyzed Outer image data;
By the device type of corresponding equipment appearance infrared picture data, it is determined as the device type of measurement equipment to be checked;
In default equipment inner structure infrared imaging database corresponding with the device type of measurement equipment to be checked search to Analyze the corresponding equipment inner structure infrared imaging data of image;
By the structure type of corresponding equipment inner structure infrared imaging data, it is determined as the structure name of measurement equipment to be checked Claim;
Above-mentioned infrared measurement of temperature image processing method further include: device type, structure title are added to infrared figure to be analyzed It is shown as in.
In one embodiment, it is also performed the steps of when computer program is executed by processor
It is prompted according to prompting message, comprising: voice reminder is carried out according to prompting message or text is reminded.
In one embodiment, it also performs the steps of and is being obtained to be detected when computer program is executed by processor Before the infrared image to be analyzed obtained after equipment infrared measurement of temperature, further includes:
Current location is positioned, temperature measurement location information is generated;
The time at current time is recorded, determines thermometric temporal information;
Above-mentioned infrared measurement of temperature image processing method further include: different according to temperature measurement location information, thermometric temporal information and temperature Normal area information, temperature results generate infrared measurement of temperature result data table.
In one embodiment, it is also performed the steps of when computer program is executed by processor
Presetting equipment appearance infrared imaging database includes:
Closed dry-type transformer infrared imaging database, open dry-type transformer infrared imaging database, oil immersed type Transformer infrared imaging database, box type transformer infrared imaging database, high-tension switch cabinet infrared imaging database, low pressure are opened Close cabinet infrared imaging database, cable infrared imaging database, overhead line infrared imaging database, rack infrared imaging database And low voltage knife switch infrared imaging database.
In one embodiment, it is also performed the steps of when computer program is executed by processor
Equipment inner structure database corresponding with closed dry-type transformer infrared imaging database includes: that tap is red Outer image, iron core infrared imaging image, high-low pressure terminal infrared imaging image;
Equipment inner structure database corresponding with open dry-type transformer infrared imaging database includes: that tap is red Outer image, iron core infrared imaging image, high-low pressure terminal infrared imaging image;
Equipment inner structure database corresponding with oil-immersed transformer infrared imaging database include: tap it is infrared at As image, iron core infrared imaging image, high-low pressure terminal infrared imaging image, conservator infrared imaging image;
Equipment inner structure database corresponding with box type transformer infrared imaging database includes: tap infrared imaging Image, iron core infrared imaging image, high-low pressure junction infrared imaging image;
Equipment inner structure database corresponding with high-tension switch cabinet infrared imaging database includes: cable vault's infrared imaging Image, switching mechanism infrared imaging image, busbar infrared imaging image;
Equipment inner structure database corresponding with low-tension switch cabinet infrared imaging database includes: low pressure master switch mechanism Infrared imaging image, low pressure branch switch infrared imaging image, electrical cable infrared imaging image;
Equipment inner structure database corresponding with cable infrared imaging database includes: cable mid head infrared imaging figure Picture;
Equipment inner structure database corresponding with overhead line infrared imaging database includes: conducting wire docking position infrared imaging Image infrared imaging image, fitting infrared imaging image, isolation switch infrared imaging image;
Equipment inner structure database corresponding with rack infrared imaging database includes: conducting wire docking position infrared imaging figure Picture, fitting infrared imaging image, fuse switch infrared imaging image, electrification collet infrared imaging image, oil immersed type transformation Device infrared imaging image;
Equipment inner structure database corresponding with low voltage knife switch infrared imaging database includes: red at low voltage knife switch screw Infrared imaging image, low-voltage fuse infrared imaging image at outer image, route docking.
Those of ordinary skill in the art will appreciate that realizing all or part of the process in above-described embodiment method, being can be with Relevant hardware is instructed to complete by computer program, the computer program can be stored in a non-volatile computer In read/write memory medium, the computer program is when being executed, it may include such as the process of the embodiment of above-mentioned each method.Wherein, To any reference of memory, storage, database or other media used in each embodiment provided herein, Including non-volatile and/or volatile memory.Nonvolatile memory may include read-only memory (ROM), programming ROM (PROM), electrically programmable ROM (EPROM), electrically erasable ROM (EEPROM) or flash memory.Volatile memory may include Random access memory (RAM) or external cache.By way of illustration and not limitation, RAM is available in many forms, Such as static state RAM (SRAM), dynamic ram (DRAM), synchronous dram (SDRAM), double data rate sdram (DDRSDRAM), enhancing Type SDRAM (ESDRAM), synchronization link (Synchlink) DRAM (SLDRAM), memory bus (Rambus) direct RAM (RDRAM), direct memory bus dynamic ram (DRDRAM) and memory bus dynamic ram (RDRAM) etc..
Each technical characteristic of above embodiments can be combined arbitrarily, for simplicity of description, not to above-described embodiment In each technical characteristic it is all possible combination be all described, as long as however, the combination of these technical characteristics be not present lance Shield all should be considered as described in this specification.
The several embodiments of the application above described embodiment only expresses, the description thereof is more specific and detailed, but simultaneously It cannot therefore be construed as limiting the scope of the patent.It should be pointed out that coming for those of ordinary skill in the art It says, without departing from the concept of this application, various modifications and improvements can be made, these belong to the protection of the application Range.Therefore, the scope of protection shall be subject to the appended claims for the application patent.

Claims (10)

1. a kind of infrared measurement of temperature image processing method, which comprises
The infrared image to be analyzed obtained after detection device infrared measurement of temperature is treated in acquisition, shows temperature in the infrared image to be analyzed Spend result;
The infrared image to be analyzed is analyzed, the region of temperature anomaly occurs in determining the infrared image to be analyzed When, generate prompting message, temperature anomaly area information;
It is prompted according to the prompting message;
The temperature anomaly area information is added in the infrared imaging image to be analyzed and is shown.
2. being wrapped the method according to claim 1, wherein described analyze the infrared image to be analyzed It includes: the color in the infrared image to be analyzed is analyzed, determine the temperature in the infrared image to be analyzed;
Determining that the infrared image to be analyzed temperature occurs more than temperature threshold according to the color in the infrared image to be analyzed When the region of value, determine temperature anomaly occur in the infrared image to be analyzed;
Generating temperature anomaly area information includes: that the regional location that the temperature is more than temperature threshold is determined as temperature anomaly area Domain position.
3. the method according to claim 1, wherein analyzing the infrared image to be analyzed, comprising:
It is red that corresponding equipment appearance is searched in default equipment appearance infrared imaging database according to the infrared image to be analyzed Outer image data;
By the device type of the corresponding equipment appearance infrared picture data, it is determined as the equipment class of the measurement equipment to be checked Type;
Institute is searched in default equipment inner structure infrared imaging database corresponding with the device type of the measurement equipment to be checked State the corresponding equipment inner structure infrared imaging data of image to be analyzed;
By the structure type of the corresponding equipment inner structure infrared imaging data, it is determined as the structure of the measurement equipment to be checked Title;
The infrared measurement of temperature image processing method further include: be added to the device type, structure title described to be analyzed red It is shown in outer image.
4. the method according to claim 1, wherein described prompted according to the prompting message, comprising:
Voice reminder is carried out according to the prompting message or text is reminded.
5. the method according to claim 1, which is characterized in that treat the infrared survey of detection device in acquisition Before the infrared image to be analyzed obtained after temperature, further includes:
Current location is positioned, temperature measurement location information is generated;
The time at current time is recorded, determines thermometric temporal information;
The infrared measurement of temperature image processing method further include:
Infrared measurement of temperature is generated according to the temperature measurement location information, thermometric temporal information and temperature anomaly area information, temperature results Result data table.
6. according to the method described in claim 3, it is characterized in that, the default equipment appearance infrared imaging database includes:
Closed dry-type transformer infrared imaging database, open dry-type transformer infrared imaging database, oil immersed type transformation Device infrared imaging database, box type transformer infrared imaging database, high-tension switch cabinet infrared imaging database, low-tension switch cabinet Infrared imaging database, cable infrared imaging database, overhead line infrared imaging database, rack infrared imaging database and Low voltage knife switch infrared imaging database.
7. according to the method described in claim 6, it is characterized by:
Equipment inner structure database corresponding with the closed dry-type transformer infrared imaging database includes: that tap is red Outer image, iron core infrared imaging image, high-low pressure terminal infrared imaging image;
Equipment inner structure database corresponding with the open dry-type transformer infrared imaging database includes: that tap is red Outer image, iron core infrared imaging image, high-low pressure terminal infrared imaging image;
Equipment inner structure database corresponding with the oil-immersed transformer infrared imaging database include: tap it is infrared at As image, iron core infrared imaging image, high-low pressure terminal infrared imaging image, conservator infrared imaging image;
Equipment inner structure database corresponding with the box type transformer infrared imaging database includes: tap infrared imaging Image, iron core infrared imaging image, high-low pressure junction infrared imaging image;
Equipment inner structure database corresponding with the high-tension switch cabinet infrared imaging database includes: cable vault's infrared imaging Image, switching mechanism infrared imaging image, busbar infrared imaging image;
Equipment inner structure database corresponding with the low-tension switch cabinet infrared imaging database includes: low pressure master switch mechanism Infrared imaging image, low pressure branch switch infrared imaging image, electrical cable infrared imaging image;
Equipment inner structure database corresponding with the cable infrared imaging database includes: cable mid head infrared imaging figure Picture;
Equipment inner structure database corresponding with the overhead line infrared imaging database includes: conducting wire docking position infrared imaging Image infrared imaging image, fitting infrared imaging image, isolation switch infrared imaging image;
Equipment inner structure database corresponding with the rack infrared imaging database includes: conducting wire docking position infrared imaging figure Picture, fitting infrared imaging image, fuse switch infrared imaging image, electrification collet infrared imaging image, oil immersed type transformation Device infrared imaging image;
Equipment inner structure database corresponding with the low voltage knife switch infrared imaging database includes: red at low voltage knife switch screw Infrared imaging image, low-voltage fuse infrared imaging image at outer image, route docking.
8. a kind of infrared measurement of temperature image processing apparatus, which is characterized in that described device includes:
Infrared image to be analyzed obtains module, for obtain treat detection device infrared measurement of temperature after obtained infrared figure to be analyzed Picture, displays temperature result in the infrared image to be analyzed;
Image analysis module, for analyzing the infrared image to be analyzed, in determining the infrared image to be analyzed When there is the region of temperature anomaly, prompting message, temperature anomaly area information are generated;
Cue module, for being prompted according to the prompting message;
Image display is shown for the temperature anomaly area information to be added in the infrared imaging image to be analyzed Show.
9. a kind of computer equipment, including memory and processor, the memory are stored with computer program, feature exists In the step of processor realizes any one of claims 1 to 7 the method when executing the computer program.
10. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the computer program The step of method described in any one of claims 1 to 7 is realized when being executed by processor.
CN201910423306.0A 2019-05-21 2019-05-21 Infrared measurement of temperature image processing method, device, computer equipment and storage medium Pending CN110319937A (en)

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Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111562472A (en) * 2020-05-13 2020-08-21 广东电网有限责任公司广州供电局 Wearable infrared partial discharge detection device
CN113283337A (en) * 2020-10-01 2021-08-20 黑芝麻智能科技(上海)有限公司 Infrared access method, non-transitory computer readable medium
CN113743285A (en) * 2021-08-31 2021-12-03 国网河北省电力有限公司检修分公司 Monitoring data display system based on mobile communication network
CN113932929A (en) * 2021-09-24 2022-01-14 中国南方电网有限责任公司超高压输电公司广州局 Key screen cabinet monitoring method and device, computer equipment and storage medium

Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1621810A (en) * 2003-11-25 2005-06-01 财团法人工业技术研究院 Temperature rise identification and classification method for electric component
CN102840918A (en) * 2012-08-17 2012-12-26 中国电力科学研究院 Method for managing and analyzing infrared spectrogram of electric transmission and transformation equipment
CN103674286A (en) * 2013-11-20 2014-03-26 国网上海市电力公司 In-station communication device fault diagnosis method based on infrared image
CN103901072A (en) * 2014-04-21 2014-07-02 国网安徽省电力公司淮南供电公司 Method for diagnosing equipment overheating defects by utilizing infrared spectrum analysis
CN104331521A (en) * 2014-11-27 2015-02-04 国家电网公司 Automatic power transformation equipment abnormity identification method based on image processing
CN104896685A (en) * 2014-03-03 2015-09-09 松下电器(美国)知识产权公司 Sensing method and sensing system, and air conditioning device having the same
CN206488854U (en) * 2017-02-17 2017-09-12 国网四川省电力公司内江供电公司 A kind of thermometer image identifying instrument based on rim detection
CN207007338U (en) * 2017-04-15 2018-02-13 山东信通电子股份有限公司 Intelligent infrared thermal imaging device for the online inspection of grid equipment
CN109443553A (en) * 2018-08-20 2019-03-08 杭州御数信息技术有限公司 Infrared measurement of temperature method, apparatus, system and computer readable storage medium
CN109580004A (en) * 2018-12-18 2019-04-05 深圳码隆科技有限公司 A kind of temperature checking method and device

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1621810A (en) * 2003-11-25 2005-06-01 财团法人工业技术研究院 Temperature rise identification and classification method for electric component
CN102840918A (en) * 2012-08-17 2012-12-26 中国电力科学研究院 Method for managing and analyzing infrared spectrogram of electric transmission and transformation equipment
CN103674286A (en) * 2013-11-20 2014-03-26 国网上海市电力公司 In-station communication device fault diagnosis method based on infrared image
CN104896685A (en) * 2014-03-03 2015-09-09 松下电器(美国)知识产权公司 Sensing method and sensing system, and air conditioning device having the same
CN103901072A (en) * 2014-04-21 2014-07-02 国网安徽省电力公司淮南供电公司 Method for diagnosing equipment overheating defects by utilizing infrared spectrum analysis
CN104331521A (en) * 2014-11-27 2015-02-04 国家电网公司 Automatic power transformation equipment abnormity identification method based on image processing
CN206488854U (en) * 2017-02-17 2017-09-12 国网四川省电力公司内江供电公司 A kind of thermometer image identifying instrument based on rim detection
CN207007338U (en) * 2017-04-15 2018-02-13 山东信通电子股份有限公司 Intelligent infrared thermal imaging device for the online inspection of grid equipment
CN109443553A (en) * 2018-08-20 2019-03-08 杭州御数信息技术有限公司 Infrared measurement of temperature method, apparatus, system and computer readable storage medium
CN109580004A (en) * 2018-12-18 2019-04-05 深圳码隆科技有限公司 A kind of temperature checking method and device

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111562472A (en) * 2020-05-13 2020-08-21 广东电网有限责任公司广州供电局 Wearable infrared partial discharge detection device
CN113283337A (en) * 2020-10-01 2021-08-20 黑芝麻智能科技(上海)有限公司 Infrared access method, non-transitory computer readable medium
CN113743285A (en) * 2021-08-31 2021-12-03 国网河北省电力有限公司检修分公司 Monitoring data display system based on mobile communication network
CN113932929A (en) * 2021-09-24 2022-01-14 中国南方电网有限责任公司超高压输电公司广州局 Key screen cabinet monitoring method and device, computer equipment and storage medium

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