CN110427882A - For the intelligent analysis method of tour, device, equipment and its storage medium - Google Patents
For the intelligent analysis method of tour, device, equipment and its storage medium Download PDFInfo
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Abstract
The present invention relates to a kind of for the intelligent analysis method of tour, device, equipment and its storage medium, and this method is applied to photo terminal, comprising: shoots to each equipment to be maked an inspection tour, obtains the image of equipment to be maked an inspection tour；The pictorial element information and text information in the image setting region of equipment to be maked an inspection tour are identified, to obtain the first analysis result of each equipment to be maked an inspection tour；First analysis result is sent to management terminal, to indicate that management terminal according to the type of equipment to be maked an inspection tour, carries out statistics and analysis to the first analysis result, determines the second analysis result of equipment to be maked an inspection tour；Receive the tour warning information and optimization feedback information that determine according to the second analysis result from management terminal；Alarm signal is issued according to warning information is maked an inspection tour, and, shooting angle, filming frequency are adjusted according to optimization feedback information, and update the setting regions of image analysis.The labor intensity for reducing tour personnel, saves the time, improves the accuracy of accident treatment.
Description
Technical field
The present invention relates to image analysis technology fields, and in particular to it is a kind of for the intelligent analysis method of tour, device, set
Standby and its storage medium.
Background technique
In the factory, power plant of some large sizes, it is typically necessary operation large number of equipment, the safe operation of equipment becomes to pass
It is important.In order to grasp the operating condition of equipment in time, guarantee the normal operation of equipment, be typically necessary equipment is timed or
Interim walkaround inspection, to eliminate the irregular operating bring security risk of equipment in time.
In the fortune inspection work of substation, since substation's quantity is more, distribution distance is remote, makes an inspection tour that project kind is more, content
Complexity, holding time are longer, and the different classes of substation inspection project cycle is not also identical, need to expend during making an inspection tour a large amount of
Time and manpower, in the prior art, generally can by remotely monitor with robot make an inspection tour etc. replace manual patrol.
However, traditional tour equipment only simply uploads the information such as image, sound, staff needs to see at any time
The image of upload is examined and analyzed, tour target is then treated and is identified, and judge to be out of order, time-consuming for such method, efficiency
It is low；In addition, manual identified has subjectivity, and human eye is easy fatigue, causes to carry out false judgment to image, reduce at accident
The accuracy of reason.
Summary of the invention
In view of this, the present invention provide it is a kind of for the intelligent analysis method of tour, device, equipment and its storage medium,
To solve in manual patrol and image analysis process, the problem of large labor intensity, time-consuming and manual identified is easy error
Problem.
The present invention adopts the following technical scheme:
In a first aspect, it is applied to photo terminal the embodiment of the invention provides a kind of intelligent analysis method for tour,
This method comprises:
Each equipment to be maked an inspection tour is shot, the image of equipment to be maked an inspection tour is obtained；
Identify the pictorial element information and text information in the image setting region of equipment to be maked an inspection tour, it is each wait patrol to obtain
First depending on equipment analyzes result；
First analysis result is sent to management terminal, to indicate management terminal according to the type of equipment to be maked an inspection tour, to the
One analysis result carries out statistics and analysis, determines the second analysis result of equipment to be maked an inspection tour；
Receive the tour warning information and optimization feedback information that determine according to the second analysis result from management terminal；
Alarm signal is issued according to warning information is maked an inspection tour, and, according to optimization feedback information adjustment shooting angle, shooting frequency
Rate, and update the setting regions of image analysis.
Further, the pictorial element information and text information in the image setting region of equipment to be maked an inspection tour are identified, with
First to each equipment to be maked an inspection tour analyzes result, comprising:
The pictorial element information in the image setting region of equipment to be maked an inspection tour is identified, by pictorial element information and pre-stored criteria
Image is compared to determine matching degree, if matching degree is less than preset matching degree threshold value, obtains the first analysis of unit exception
As a result；
Identify the text information in the image setting region of equipment to be maked an inspection tour, if text information is equipment display reading,
Equipment display reading is judged whether in default range of readings, if reading obtains unit exception not in default range of readings
First analysis result.
Further, each equipment to be maked an inspection tour is shot, before obtaining the image of equipment to be maked an inspection tour, further includes:
According to the position of equipment to be maked an inspection tour and type, the installation site of photo terminal is determined, and general information is uploaded to
Management terminal；General information includes the position and type information of equipment to be maked an inspection tour, the ID of photo terminal and installation site information, claps
Take the photograph frequency information.
Second aspect, the embodiment of the invention provides a kind of intelligent analysis methods for tour, are applied to management terminal,
This method comprises:
Receive each first analysis result from photo terminal, wherein the first analysis result includes equipment to be maked an inspection tour
Image；
According to the type of equipment to be maked an inspection tour, statistics and analysis is carried out to the first analysis result, determines the of equipment to be maked an inspection tour
Two analysis results；
It is generated according to the second analysis result and makes an inspection tour warning information and optimization feedback information, wherein making an inspection tour warning information includes
The location information of equipment to be maked an inspection tour；
Warning information will be maked an inspection tour and optimization feedback information is sent to photo terminal, to indicate that photo terminal is alerted according to tour
Delivering alarm signal, and, shooting angle, filming frequency are adjusted according to optimization feedback information, and update image analysis
Setting regions.
Further, according to the type of equipment to be maked an inspection tour, statistics and analysis is carried out to the first analysis result, is determined wait make an inspection tour
Second analysis result of equipment, comprising:
It according to the type of equipment to be maked an inspection tour, counts in set period of time, ratio shared by abnormal results in the first analysis result
Example determines the second analysis result of equipment to be maked an inspection tour；
According to the type of equipment to be maked an inspection tour, first is analyzed abnormal image and default abnormal judgment criteria progress in result
Comparison, to determine the second analysis result for including unit exception degree.
Further, it is generated according to the second analysis result and makes an inspection tour warning information and optimization feedback information, wherein make an inspection tour alarm
After information includes the location information of equipment to be maked an inspection tour, further includes:
Warning information will be maked an inspection tour and be sent to client, navigated with indicating that client is determined according to device location information to be maked an inspection tour
Route.
The third aspect, the embodiment of the invention provides a kind of intellectual analysis devices for tour, are applied to photo terminal,
The device includes:
Shooting module obtains the image of equipment to be maked an inspection tour for shooting to each equipment to be maked an inspection tour；
Identification information module, the pictorial element information in the image setting region of equipment to be maked an inspection tour and text are believed for identification
Breath, to obtain the first analysis result of each equipment to be maked an inspection tour；
First sending module, for the first analysis result to be sent to management terminal, to indicate management terminal according to wait patrol
Depending on the type of equipment, statistics and analysis is carried out to the first analysis result, determines the second analysis result of equipment to be maked an inspection tour；
First receiving module, for receiving the tour warning information determined according to the second analysis result from management terminal
With optimization feedback information；
Adjustment and update module are used to issue alarm signal according to tour warning information, and, according to optimization feedback information
Shooting angle, filming frequency are adjusted, and updates the setting regions of image analysis.
Further, above-mentioned identification information module is specifically used for:
The pictorial element information in the image setting region of equipment to be maked an inspection tour is identified, by pictorial element information and pre-stored criteria
Image is compared to determine matching degree, if matching degree is less than preset matching degree threshold value, obtains the first analysis of unit exception
As a result；It identifies the text information in the image setting region of equipment to be maked an inspection tour, if text information is equipment display reading, judges
Whether equipment display reading is in default range of readings, if reading in default range of readings, obtains the of unit exception
One analysis result.
Further, further includes:
It uploads general information module and obtains the image of equipment to be maked an inspection tour for shooting to each equipment to be maked an inspection tour
Before, it according to the position of equipment to be maked an inspection tour and type, determines the installation site of photo terminal, and general information is uploaded to management
Terminal；General information includes the position and type information of equipment to be maked an inspection tour, the ID of photo terminal and installation site information, shooting frequency
Rate information.
Fourth aspect, the embodiment of the invention provides a kind of intellectual analysis devices for tour, are applied to management terminal,
The device includes:
Second receiving module, for receiving each first analysis result from photo terminal, wherein the first analysis result
Image including equipment to be maked an inspection tour；
Statistics and analysis module carries out statistics and analysis to the first analysis result for the type according to equipment to be maked an inspection tour,
Determine the second analysis result of equipment to be maked an inspection tour；
Information module is generated, makes an inspection tour warning information and optimization feedback information for generating according to the second analysis result, wherein
Make an inspection tour the location information that warning information includes equipment to be maked an inspection tour；
Second sending module is sent to photo terminal for that will make an inspection tour warning information and optimization feedback information, to indicate to clap
Alarm signal is issued according to warning information is maked an inspection tour according to terminal, and, according to optimization feedback information adjustment shooting angle, shooting frequency
Rate, and update the setting regions of image analysis.
Further, above-mentioned statistics and analysis module is specifically used for:
It according to the type of equipment to be maked an inspection tour, counts in set period of time, ratio shared by abnormal results in the first analysis result
Example determines the second analysis result of equipment to be maked an inspection tour；According to the type of equipment to be maked an inspection tour, first is analyzed the Abnormal Map in result
As being compared with default abnormal judgment criteria, to determine the second analysis result for including unit exception degree.
Further, further includes:
Send a warning message module, makes an inspection tour warning information and optimization feedback information for generating according to the second analysis result,
Wherein, it makes an inspection tour after the location information that warning information includes equipment to be maked an inspection tour, warning information will be maked an inspection tour and be sent to client, to refer to
Show that client determines navigation routine according to device location information to be maked an inspection tour.
5th aspect, the embodiment of the invention provides a kind of intellectual analysis equipment for tour, which includes:
Photo terminal and management terminal；
Photo terminal includes processor and memory, and memory is connected with processor, for storing computer program, is counted
Calculation machine program is at least used to execute the intelligent analysis method described in first aspect of the embodiment of the present invention for tour, and processor is used
In calling and execute the computer program in memory；
Management terminal includes processor and memory, and memory is connected with processor, for storing computer program, is counted
Calculation machine program is at least used to execute the intelligent analysis method described in second aspect of the embodiment of the present invention for tour, and processor is used
In calling and execute the computer program in memory.
6th aspect, the embodiment of the invention provides a kind of storage medium, storage medium is stored with computer program, calculates
When machine program is executed by processor, realize such as each step in the intelligent analysis method for tour in the embodiment of the present invention
Suddenly.
The invention adopts the above technical scheme, is shot by photo terminal to each equipment to be maked an inspection tour, obtain to
The image for making an inspection tour equipment, in this way, the process effectively instead of staff's on-the-spot make an inspection tour, saves the time；Pass through photo terminal
Two layers of intellectual analysis and judgement are carried out to image with management terminal, in this way, instead of manual identified and judging abnormal process, dropped
Low intensity of workers, can quickly judge the failure of equipment；The tour warning information sent by management terminal
It issues alarm signal and improves accident treatment in this way, staff can be made quickly to reach maintenance sites according to alarm signal
Speed guarantees the safe operation of equipment；Meanwhile photo terminal is optimized by optimizing feedback information, analysis can be improved
Accuracy.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
Some embodiments of invention for those of ordinary skill in the art without creative efforts, can be with
It obtains other drawings based on these drawings.
Fig. 1 is a kind of flow chart of intelligent analysis method for tour provided in an embodiment of the present invention；
Fig. 2 is the flow chart of another intelligent analysis method for tour provided in an embodiment of the present invention；
Fig. 3 is the flow chart of another intelligent analysis method for tour provided in an embodiment of the present invention；
Fig. 4 is the flow chart of another intelligent analysis method for tour provided in an embodiment of the present invention；
Fig. 5 is a kind of structural schematic diagram of intellectual analysis device for tour provided in an embodiment of the present invention；
Fig. 6 is the structural schematic diagram of another intellectual analysis device for tour provided in an embodiment of the present invention；
Fig. 7 is a kind of structural schematic diagram of intellectual analysis equipment for tour provided in an embodiment of the present invention；
Fig. 8 is structural schematic diagram of the applicable another kind of the embodiment of the present invention for the intellectual analysis equipment of tour.
Specific embodiment
To make the object, technical solutions and advantages of the present invention clearer, technical solution of the present invention will be carried out below
Detailed description.Obviously, described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.Base
Embodiment in the present invention, those of ordinary skill in the art are obtained all without making creative work
Other embodiment belongs to the range that the present invention is protected.
Embodiment
Fig. 1 is a kind of flow chart of intelligent analysis method for tour provided in an embodiment of the present invention, this method application
In photo terminal.As shown in Figure 1, the method for the present embodiment includes:
S101, each equipment to be maked an inspection tour is shot, obtains the image of equipment to be maked an inspection tour.
Specifically, photo terminal shoots each equipment to be maked an inspection tour, wherein in the tour work of substation,
Equipment to be maked an inspection tour can be the equipment such as transformer, breaker, isolation switch, bus, oil meter, and photo terminal can be to these equipment
It is shot, obtains the image of above-mentioned equipment to be maked an inspection tour.In shooting process, it can shot using the form of automatic shooting
When can not need manually to send shooting instruction, only filming frequency need to be set in advance, photo terminal is straight according to the frequency of setting
Connect treat make an inspection tour equipment shot.Filming frequency is arranged according to the type of equipment to be maked an inspection tour and the attention rate of needs, Ke Yishe
It is set to once every three days, if equipment needs emphasis to monitor, may be set to be and once shot every day；Main shooting distance
It is three to five meters, the image quality in order to guarantee image is clear, can voluntarily be adjusted to suitable distance；Meanwhile some equipment may
It needs to make an inspection tour at night, for example, some equipment are in the process of running it is possible that the exception such as electric spark, at this moment can use and take pictures
The infrared night viewing function of terminal, shoots equipment at night, obtains the clear image of equipment to be maked an inspection tour.Moreover, work people
When member needs temporarily to make an inspection tour some equipment, it can directly indicate that its corresponding photo terminal claps equipment
It takes the photograph, obtains the image of equipment to be maked an inspection tour.
Illustratively, photo terminal uses 1080P video capture, can be with having time watermark on image, while picture is believed
The information such as title of the ID of subsidiary photo terminal and equipment in breath.Image resolution ratio can be configured according to transmission bandwidth, according to
The type of equipment to be maked an inspection tour reasonably selects resolution ratio, such as than more serious the case where unit exception, obvious on the image, can
To use SD mode, resource can be saved in this way, improve efficiency of transmission；The exception more difficult identification in the picture of equipment, can
To use high definition mode；It is higher to image quality requirement, super clear mode can be used.
Optionally, this photo terminal is mainly made of master controller, camera module, communications module, battery and shell, master control
Device processed has lll night vision function using profession imaging ISP (Image Signal Processing, image signal processing) technology
Can, H.264 pixel coder processor encodes engine and ultralow bite rate control using Smart.Moreover, photo terminal can be it is low
Power consumption camera is powered from charged pool, is not less than 5 years using the time, meanwhile, it can satisfy outdoor requirement, in mal-condition
Under can also operate normally, can accomplish high-low temperature resistant, waterproof is sun-proof, simple protection against corrosion etc..
S102, pictorial element information and text information in the image setting region of equipment to be maked an inspection tour are identified, it is each to obtain
First analysis result of a equipment to be maked an inspection tour.
Specifically, photo terminal is also equipped with the ability of high-performance calculation and Visual intelligent analysis, image can be carried out just
Step analysis identifies the setting regions for being easy to appear abnormal position and being chosen to be image according to the type of equipment to be maked an inspection tour,
Photo terminal can exclude extra information by extraction important feature to identify image.For example, when equipment to be maked an inspection tour is to become
When depressor, the oil leakage phenomenon of transformer is Common Abnormity, and the position that transformer can be easy to appear to oil leak is set as image point
The setting regions of analysis, photo terminal identifies this region according to the feature of oil leak, judges whether equipment exception occurs,
Obtain include this transformer exception information first analysis result.
Specifically, photo terminal can also identify the text information in picture, OCR (Optical can be used
Character Recognition, optical character identification) technology identifies that photo terminal is in the setting area of image to text
Identify the image of text in domain, image be then transformed into grapholect code, and with the character features information that pre-stores
It is compared, identifies the text in image, for example, equipment to be maked an inspection tour can be switch cabinet, text information can be electricity at this time
Equipment trip information on cabinet case display screen, photo terminal can identify the image comprising device parameter information,
Image is changed into character code, obtains the specific value of each parameter of equipment at this time, is then carried out with the parameter and standard prestored pair
Than obtaining the second analysis result comprising each parameter values.
S103, the first analysis result is sent to management terminal, with indicate management terminal according to the type of equipment to be maked an inspection tour,
Statistics and analysis is carried out to the first analysis result, determines the second analysis result of equipment to be maked an inspection tour.
Specifically, form of the whole system using the directly upper cloud of single-point terminal, using flat communication construction, each is taken pictures
Each first analysis result of equipment to be maked an inspection tour can be directly uploaded to management terminal by terminal, management terminal again by station, press
Room carries out Classification Management.Photo terminal is carried out using the form of wireless transmission by the communication module of itself, optionally, can be with
Photo terminal and management terminal are established into connection by gateway, the first analysis result is then uploaded to management terminal.
Wherein, gateway is the core of local Star Network, is responsible for network construction, network management, terminal management and cloud letter
Breath interaction.In addition to this gateway main function be photo terminal is sent first analysis result be uploaded to management terminal, and,
The order of management terminal is sent to terminal, such as remote indication terminal is taken pictures.
Optionally, uploading in the first analysis result not only includes analysis to image, further includes image, and management terminal can be with
Classification storage is carried out to image, while to the abnormal progress statistics and analysis of equipment in the first analysis result, it is available to include
Second analysis result of equipment operation condition and intensity of anomaly.
S104, the tour warning information determined according to the second analysis result and optimization feedback letter from management terminal are received
Breath.
Specifically, the tour warning information that the second analysis result determines and optimization feedback information are sent to bat by management terminal
According to terminal, the communications module of photo terminal can receive tour warning information and optimization feedback information from management terminal, so
Warning information will be maked an inspection tour afterwards is sent to alarm mould group, meanwhile, it is sent respectively in terms of feedback information will be optimized according to different optimization
To master controller and camera module.Reception can take various forms, and under normal circumstances, take pictures when management terminal is sent information to
After terminal, photo terminal can receive immediately and the instruction in execution information.
S105, according to make an inspection tour warning information issue alarm signal, and, according to optimization feedback information adjustment shooting angle,
Filming frequency, and update the setting regions of image analysis.
Specifically, being accused after the communications module of photo terminal receives the tour warning information from management terminal by making an inspection tour
Alert information is sent to alarm mould group, and the type of the corresponding alarm signal of the different damaged condition of equipment is prestored in mould group of alarming,
It can be determined whether to send alarm signal according to the damaged condition of equipment and issue the type of alarm signal.
Specifically, making an inspection tour the exception information in warning information comprising equipment, photo terminal can be believed according to the exception of equipment
Breath obtains the damaged condition of equipment, and when equipment damage is serious, photo terminal can issue alarm signal.This alarm signal can be with
It is voice signal, such as alarm can be installed in photo terminal to issue police whistle sound；It is also possible to optical signal, such as can be
Photo terminal installs signal lamp, issues alarm signal by the flashing of signal lamp.Furthermore it is possible to according to the damaged condition of equipment
Different alarm signals is issued, for example, can be rapid alarm when equipment damage is serious；When equipment damage is less serious,
It can be more slow alarm.If staff just damage equipment near, can find the problem in time, to equipment into
Row maintenance；If staff is distant apart from equipment, the equipment that failure can also be found by sound or light quickly.
In actual application, it when photo terminal camera position changes, can will be clapped according to optimization information
Original position is recalled to according to the camera of terminal, deviates 20 degree to surface for camera for example, optimizing information, then photo terminal
The order in optimization information is executed, deviates 20 degree to surface.It further include the change to filming frequency in optimization information, for example,
Optimization information, which can be, is changed to filming frequency once every five days, then photo terminal executes the order in optimization information, will shoot
Frequency is changed to once every five days, and photo terminal executes the order for carrying out once photo taking in every five days, then by photo upload to management
Terminal.
Moreover, during management terminal analyzes the image in setting field, it is possible that the exception of equipment
Focus is too small, the excessive problem of setting regions, and the algorithm range to be calculated can be very big at this time, and invisible in this way increases work
Amount, is unfavorable for analyzing or management terminal obtains by analysis, and image setting region is less than the focus of unit exception, also
It is possible that needing the problem of increasing or decreasing the focus of unit exception to be maked an inspection tour, the setting regions of image analysis at this time is just
It needs accordingly to be updated.It can be according to the setting field of optimization information update image analysis, such as by the range in the field that sets
It expands or shrinks, or setting regions is moved up, photo terminal can be according to the setting of optimization information update image analysis
Make corresponding change in region.
In the embodiment of the present invention, each equipment to be maked an inspection tour is shot by photo terminal, obtains equipment to be maked an inspection tour
Image, in this way, the process effectively instead of staff's on-the-spot make an inspection tour, saves the time；Eventually by photo terminal and management
End, which carries out two layers of intellectual analysis and judgement to image, reduces work in this way, instead of manual identified and judging abnormal process
Personnel labor intensity can quickly judge the failure of equipment；Alarm is issued by the tour warning information that management terminal is sent
Signal improves the speed of accident treatment in this way, staff can be made quickly to reach maintenance sites according to alarm signal, protects
Demonstrate,prove the safe operation of equipment；Meanwhile photo terminal is optimized by optimizing feedback information, the accurate of analysis can be improved
Property.
Fig. 2 is the flow chart of another intelligent analysis method for tour provided in an embodiment of the present invention, and this method is answered
For photo terminal, the present embodiment is realized on the basis of the above embodiments.As shown in Fig. 2, the method for the present embodiment includes:
S201, each equipment to be maked an inspection tour is shot, obtains the image of equipment to be maked an inspection tour.
S2021, pictorial element information in the image setting region of equipment to be maked an inspection tour is identified, by pictorial element information and pre-
It deposits standard picture to be compared to determine matching degree, if matching degree is less than preset matching degree threshold value, obtains the of unit exception
One analysis result.
Specifically, the pictorial element information that will identify that is compared with standard picture, the matching degree of image is checked, if
It is low with spending, it is abnormal to illustrate that equipment exists, obtains the first analysis result of unit exception；If matching degree is high, illustrate that equipment is not different
Often, the normal first analysis result of equipment is obtained.For example, pictorial element information can be out when making an inspection tour equipment to switch
The location information of pass, the standard picture prestored can be image of the breaker in upward closed state when, by the switch of identification
Location information is compared with the standard picture prestored, if switch is breaking state in image, images match degree is 0, raw
The first abnormal analysis result of forming apparatus；If breaker is closure transition upwards in image, images match degree is 100%,
The normal first analysis result of generating device.
In actual application, due to being influenced by various, it is understood that there may be when equipment is not present abnormal, of image
Also it is not achieved 100% with degree, therefore a matching degree threshold value can be preset, is judged using this matching degree threshold value as standard,
If the matching degree actually obtained is less than matching degree threshold value, the first analysis result of unit exception is obtained；If the matching actually obtained
Degree is greater than matching degree threshold value, obtains the normal first analysis result of equipment.
S2022, text information in the image setting region of equipment to be maked an inspection tour is identified, display is read if text information is equipment
Number then judges equipment display reading whether in default range of readings, if reading obtains equipment not in default range of readings
The first abnormal analysis result.
Specifically, having meter class equipment, such as oil meter, pressure gauge etc. wait make an inspection tour in equipment.It is needed during tour
The reading of these tables is recorded, and judges reading whether in normal range of readings.Photo terminal can identify in above-mentioned meter
Text information, be provided simultaneously with intelligent reading table function, can identify the reading of meter.When making an inspection tour equipment is pressure gauge, text
Word information is that the display of pressure gauge is read, and photo terminal identifies this reading, and compared with preset range of readings, if reading does not exist
In default range of readings, then the first analysis result of unit exception is obtained；If reading obtains equipment in default range of readings
Normal first analysis result.It wherein, further include the reading of photo terminal identification in the first analysis result.
S203, the first analysis result is sent to management terminal, with indicate management terminal according to the type of equipment to be maked an inspection tour,
Statistics and analysis is carried out to the first analysis result, determines the second analysis result of equipment to be maked an inspection tour.
S204, the tour warning information determined according to the second analysis result and optimization feedback letter from management terminal are received
Breath.
S205, according to make an inspection tour warning information issue alarm signal, and, according to optimization feedback information adjustment shooting angle,
Filming frequency, and update the setting regions of image analysis.
Optionally, each equipment to be maked an inspection tour is shot, before obtaining the image of equipment to be maked an inspection tour, according to wait make an inspection tour
The position of equipment and type determine the installation site of photo terminal, and general information are uploaded to management terminal, general information packet
Include position and type information, the ID of photo terminal and installation site information, filming frequency information of equipment to be maked an inspection tour.
Specifically, the suitable position of distance equipment to be maked an inspection tour first should be mounted on photo terminal, it generally can be set to three
To five meters of distance, the image quality in order to guarantee image is clear, can voluntarily be adjusted to suitable distance, and installation process can use
The mode that punching is fixed or magnetic is fixed, after determining and installing photo terminal, photo terminal can establish connection with gateway, and
General information is uploaded to management terminal, management terminal can be managed photo terminal and equipment by general information.Its
In, general information includes the position and type information of equipment to be maked an inspection tour, the ID of photo terminal and installation site information, filming frequency
Information.
It wherein, is a kind of networking mould adaptively to network between gateway and terminal when photo terminal and gateway establish connection
Formula, after gateway is established, the automatic casting gateway ID of timing, the terminal in gateway communication coverage area receives the gateway ID of broadcast
Afterwards, intended gateway parameter is revised as current gateway ID automatically by terminal, and records gateway signal intensity, completes to network.Then eventually
End sends self ID to gateway at once, completes terminal device network registry.Equipment be in two gateways it is overlapping covered when, it is excellent
First connection is established with the big gateway of gateway signal intensity.
Optionally, in installation, the two dimensional code of related software scanning device can be used, identify the ID of equipment
And type, judge that this equipment is photo terminal or gateway.If gateway, then it is associated with the general information of substation, in this information
The information such as the Name & Location comprising substation, and current location information is obtained, above- mentioned information are uploaded to management terminal, it is complete
Forming apparatus networks；If photo terminal, then it is associated with substation's general information, and select the focus wait make an inspection tour equipment, simultaneously
Current location information is obtained, above- mentioned information and general information are uploaded to management terminal, equipment is completed and networks.
In the embodiment of the present invention, according to the position of equipment to be maked an inspection tour and type, the installation site of photo terminal is determined, it can be with
Guarantee that photo terminal obtains the clear image of equipment to be maked an inspection tour；The information of equipment to be maked an inspection tour and photo terminal is uploaded to management eventually
End, equipment to be maked an inspection tour can be bound with photo terminal, and management terminal is facilitated to carry out photo terminal and equipment to be maked an inspection tour
Management；By treating the identification of tour equipment image and comparing with standard picture, the operation feelings of equipment can be obtained quickly
Condition, and judge that equipment to be maked an inspection tour with the presence or absence of exception, reduces the labor intensity of staff.
Fig. 3 is the flow chart of another intelligent analysis method for tour provided in an embodiment of the present invention, and this method is answered
For management terminal.As shown in figure 3, the method for the present embodiment includes:
S301, each first analysis result from photo terminal is received, wherein the first analysis result includes setting wait make an inspection tour
Standby image.
Specifically, the first analysis result of each equipment to be maked an inspection tour is sent to management terminal, management terminal by photo terminal
The first analysis result of each photo terminal upload can directly be received, wherein include setting wait make an inspection tour in the first analysis result
Standby image further includes the ID and device type information of photo terminal.Management terminal can pass through the bat in the first analysis result
According to the ID and device type information of terminal, it is grouped management by station, by the type of room and equipment, and be stored in management terminal
In server.Moreover, management terminal can also be according to a variety of search conditions to the figure of the tour equipment in the first analysis result
As information is retrieved, conveniently treats and make an inspection tour the history image of equipment and be managed.
S302, the type according to equipment to be maked an inspection tour carry out statistics and analysis to the first analysis result, determine equipment to be maked an inspection tour
Second analysis result.
Specifically, according to the type of equipment to be maked an inspection tour, it can be by first point in the same period of same type of equipment
Analysis result, which combines, carries out statistics and analysis, obtains the second analysis of equipment to be maked an inspection tour as a result, this analysis result can obtain
To the general fault of such equipment, for example, oil liquid color can be used as one of oil pipe wait make an inspection tour if equipment to be maked an inspection tour is oil pipe
Project through statistics and analysis, find most such oil pipe if a certain oil pipe first, which is analyzed in result, color exception occurs
All there is the problem of oil liquid color exception, will consider the problems of not single oil pipe at this time, all oil pipes it is general
Failure；It is likely to be in oil liquid and is doped with color exception caused by impurity, and tubing equipment is normal；Or other equipment go out
Existing exception causes oil liquid color exception also occur.At this moment just staff may be needed carefully to check, and finds problem institute
In.The first analysis result in different time periods of same equipment can also be integrated into and be analyzed together, obtain setting wait make an inspection tour
The second standby analysis is as a result, this analysis result can be the comprehensive analysis of equipment operating condition interior for a period of time.
S303, it is generated according to the second analysis result and makes an inspection tour warning information and optimization feedback information, wherein make an inspection tour warning information
Location information including equipment to be maked an inspection tour.
Specifically, may include that the damaged condition information of equipment is not influenced when equipment slight damage in the second analysis result
When the normal operation of equipment, equipment can also be operated normally in the case where not repairing, and management terminal can be generated equipment and not need
The tour warning information of maintenance；When equipment damage is more serious, a period of time, management terminal can only be run in the case where not repairing
It equipment can be generated needs repairing and make an inspection tour warning information；When equipment damage is serious, when being not normally functioning, management terminal can be given birth to
Forming apparatus needs the tour warning information of emergency maintenance.Wherein, the location information that warning information includes equipment to be maked an inspection tour is maked an inspection tour, it can
To find the position of warping apparatus quickly by making an inspection tour warning information.
Optionally, photo terminal camera position may occur and change in the case where being subject to external force, at this time
To image in it is possible that the abnormal focus or even photo terminal of equipment not maked an inspection tour can be straight in the region of setting
It agrees to play and takes the photograph less than equipment to be maked an inspection tour, in this case, in order to guarantee the camera of photo terminal in original position, Ke Yitong
Cross the optimization information that more original shooting angle generates adjustment shooting angle.In addition, the equipment that original shooting angle obtains
Image may be unsatisfactory, can generate the angle of adjustment shooting according to the image of equipment to be maked an inspection tour in the second analysis result at this time
Spend the optimization feedback information of information.
It illustratively, can be anti-by generating optimization if the second analysis result of certain equipment is that equipment needs emphasis to monitor
Feedforward information adjusts the filming frequency of photo terminal, the interval time taken pictures twice is shortened, for example, can be generated filming frequency
By being changed to optimization feedback information once three days once five days, likewise, if the second analysis result of certain equipment is equipment operation
Normally, will can take pictures twice interval time lengthening, and generate the optimization feedback information of corresponding adjustment filming frequency.
In actual application, during management terminal analyzes the image in setting field, it is possible that
The abnormal focus of equipment is too small, the excessive problem of setting regions, and the algorithm range to be calculated can be very big at this time, invisible in this way
Between increase workload, be unfavorable for analyzing or management terminal obtain by analysis, image setting region is less than unit exception
Focus, it is also possible to will appear the problem of needs increase or decrease the focus of unit exception to be maked an inspection tour, at this time image analysis
Setting regions just need accordingly to be updated.Can be according to the setting field of optimization information update image analysis, such as will set
The range for determining field is expanded or shunk, or setting regions is moved up, and corresponding optimization feedback can be generated in management terminal
Information allows photo terminal to make corresponding change by updating the setting regions of image analysis.
S304, warning information will be maked an inspection tour and optimization feedback information is sent to photo terminal, to indicate photo terminal according to patrolling
Alarm signal is issued depending on warning information, and, shooting angle, filming frequency, and more new images are adjusted according to optimization feedback information
The setting regions of analysis.
Specifically, the tour warning information of generation and optimization feedback information are sent to photo terminal, system can be used
Automatically the mode sent, under normal circumstances, the badly damaged information of equipment may be had by making an inspection tour in warning information, be needed at this time
The timely maintenance of maintenance personal generates, management terminal can be immediately to bat in this case once having and making an inspection tour warning information
This information is sent according to terminal, issues alarm signal to indicate photo terminal according to warning information is maked an inspection tour.And optimize feedback message one
As be to be obtained by the comparative analysis of great amount of images different aspect, the range being related to is wider, including shooting angle, shooting frequency
Rate, many aspects such as setting regions of image analysis, the optimization feedback information of the different aspect of the same equipment to be maked an inspection tour can be with
It arranges together, setting is sent to photo terminal at regular intervals, to indicate photo terminal according to optimization feedback information adjustment
Shooting angle, filming frequency, and update the setting regions of image analysis.
In the embodiment of the present invention, by receiving each first analysis from photo terminal as a result, instead of artificial scene
Make an inspection tour the process of simultaneously recording equipment exception；Intellectual analysis and judgement by management terminal to the first analysis result, instead of people
Work identifies and judges abnormal process, reduces intensity of workers, can quickly judge the failure of equipment；Pass through
The tour warning information that two analysis results generate can make staff according to alarm to indicate that photo terminal issues alarm signal
Signal quickly reaches maintenance sites, improves the efficiency of accident treatment, guarantees the safe operation of equipment；Meanwhile by second point
The analysis for analysing result generates optimization feedback information, can strengthen the performance of photo terminal, improve the accuracy of analysis.
Fig. 4 is the flow chart of another intelligent analysis method for tour provided in an embodiment of the present invention, and this method is answered
For photo terminal, the present embodiment is realized on the basis of the above embodiments.As shown in figure 4, the method for the present embodiment includes:
S401, each first analysis result from photo terminal is received, wherein the first analysis result includes setting wait make an inspection tour
Standby image.
S4021, the type according to equipment to be maked an inspection tour, count in set period of time, abnormal results institute in the first analysis result
The ratio accounted for determines the second analysis result of equipment to be maked an inspection tour.
Specifically, management terminal there can be a variety of different modes to the processing of the first analysis result, setting can be counted
In period, ratio shared by abnormal results in multiple first analysis results.Set period of time can be three months, Huo Zheban
Year, depending on the concrete condition of equipment to be maked an inspection tour.For example, first point can be counted in certain equipment a certain tour project three months
The number for unit exception occur in analysis result accounts for the ratio of total degree, can be true if there is the ratio of unit exception less than 20%
Second analysis result of locking equipment normal operation；If there is the ratio of unit exception between 20%-50%, equipment can be determined
Need the second analysis result that emphasis is monitored or repaired；If the ratio for unit exception occur is greater than 50%, it can determine that equipment needs more
The the second analysis result changed.It should be noted that the number and analysis result in above-described embodiment are used only to example, not shape
It is limited at specific.
S4022, the type according to equipment to be maked an inspection tour analyze first the abnormal image in result and preset abnormal judgement and mark
Standard compares, to determine the second analysis result for including unit exception degree.
Specifically, management terminal can also analyze the processing of the first analysis result for each first in the following ways
As a result abnormal image in is compared with default abnormal judgment criteria, preset exception judgment criteria can there are many type,
For example, equipment to be maked an inspection tour is chopper switch, a kind of failure of switch, which can be, there is rusty stain at disconnecting link, when rusty stain is seldom, no
The closure for influencing switch uses, then abnormal can be mile abnormality, it can be temporarily without maintenance process；When there are many rusty stain,
It seriously affects when closing the switch, it is abnormal then be severe abnormality, need to repair processing or more exchange device.It can be by this standard
Corresponding image saves as abnormal judgment criteria in advance, will be in this first analysis result when the first analysis result is unit exception
Equipment image is compared with above-mentioned standard, determines corresponding the second analysis result including unit exception degree.
Optionally, management terminal has learning functionality, when management terminal will be a large amount of in a certain equipment first analysis result
Image and preset standard carried out contrast operation and then received the first analysis of the unit exception of same equipment as a result, can
Not to be compared with preset abnormal judgment criteria, so that it may directly judge the severity of unit exception.
S403, it is generated according to the second analysis result and makes an inspection tour warning information and optimization feedback information, wherein make an inspection tour warning information
Location information including equipment to be maked an inspection tour.
S404, warning information will be maked an inspection tour and optimization feedback information is sent to photo terminal, to indicate photo terminal according to patrolling
Alarm signal is issued depending on warning information, and, shooting angle, filming frequency, and more new images are adjusted according to optimization feedback information
The setting regions of analysis.
S405, tour warning information is sent to client, to indicate that client is true according to device location information to be maked an inspection tour
Determine navigation routine.
Specifically, client can be mobile phone entrained by operator on duty at that time, when equipment appearance exception, need to overhaul
When, management terminal can will make an inspection tour warning information and be sent to mobile phone entrained by staff on duty, and interior of mobile phone is equipped with
Corresponding software, can issue alarm sound, remind staff's equipment to exist abnormal, when to check and accept equipment different by staff
After normal prompt, it can judge whether equipment needs repairing according to warning information is maked an inspection tour, when equipment needs repairing, this software
It can be according to the location information and the current location information of staff for making an inspection tour the warping apparatus for including in warning information, automatically
Navigation routine is provided, so that staff quickly reaches scene.
Optionally, the equipment such as photo terminal and gateway in the process of running, can also send out the system alarm information of itself
It send to management terminal, such as the communication failure information of equipment, warning information of electricity etc., management terminal can accuse such system
Alert information is sent to client, abnormal system equipment occurs to remind staff to replace or repair in time.
It should be noted that above-mentioned warning information and the optimization feedback information of making an inspection tour is sent in this programme embodiment
Photo terminal, and, warning information will be maked an inspection tour and be sent to client, there is no sequencings between two steps, merely to area
In two steps, warning information will be maked an inspection tour and optimize the step of feedback information is sent to photo terminal by only first carrying out in Fig. 4, then
The step of warning information is sent to client will be maked an inspection tour by executing.That is, above-mentioned steps S404 and S405 is only for differentiation two
A step can also first carry out S405 there is no sequencing, then execute S404, only with the sequence of S404 and S405 in Fig. 4
For, another executive mode does not show that.
In the embodiment of the present invention, by ratio shared by abnormal results in statistics the first analysis result, available this is set
The standby operating condition within a period of time, can quickly judge whether equipment needs replacing, facilitate staff to equipment into
Row management；It is compared by analyzing the abnormal image in result by first with default abnormal judgment criteria, it can be determined that set out
The degree of standby damage, the equipment for making staff can prioritize processing well damage make manpower resource rational utilization；It is accused making an inspection tour
Alert information is sent to client, to indicate that client determines navigation routine according to device location information to be maked an inspection tour, in this way, saving
The time of staff, staff is facilitated to reach maintenance sites in time, improves the efficiency of maintenance of equipment.
In system operation, above-mentioned management terminal is also equipped with following functions: rights management function can control login
Permission is audited task, is given an written reply；Substation data management function can safeguard the information of each substation, to data into
Row additions and deletions, which change, looks into, and batch imports, export operates；Image management function is maked an inspection tour, the figure at each station, each photo terminal can be managed
As data, history image information can be retrieved according to a variety of search conditions, it can be with the bat of remote setting photo terminal
Take the photograph frequency.
Fig. 5 is a kind of structural schematic diagram of intellectual analysis device for tour provided in an embodiment of the present invention, the device
Applied to photo terminal, it is adapted for carrying out a kind of intelligent analysis method for tour provided in an embodiment of the present invention.Such as Fig. 5 institute
Show, which can specifically include shooting module 501, identification information module 502, the first sending module 503, the first receiving module
504 and adjustment and update module 505.
Wherein, shooting module 501 obtain the image of equipment to be maked an inspection tour for shooting to each equipment to be maked an inspection tour；
Identification information module 502, the pictorial element information and text information in the image setting region of equipment to be maked an inspection tour for identification, with
Obtain the first analysis result of each equipment to be maked an inspection tour；First sending module 503, for the first analysis result to be sent to management
Terminal, to indicate that management terminal according to the type of equipment to be maked an inspection tour, carries out statistics and analysis to the first analysis result, determines wait patrol
Second depending on equipment analyzes result；First receiving module 504, it is true according to the second analysis result from management terminal for receiving
Fixed tour warning information and optimization feedback information；Adjustment and update module 505, for issuing alarm according to tour warning information
Signal, and, shooting angle, filming frequency are adjusted according to optimization feedback information, and update the setting regions of image analysis.
Further, above-mentioned identification information module 502 is specifically used for:
The pictorial element information in the image setting region of equipment to be maked an inspection tour is identified, by pictorial element information and pre-stored criteria
Image is compared to determine matching degree, if matching degree is less than preset matching degree threshold value, obtains the first analysis of unit exception
As a result；It identifies the text information in the image setting region of equipment to be maked an inspection tour, if text information is equipment display reading, judges
Whether equipment display reading is in default range of readings, if reading in default range of readings, obtains the of unit exception
One analysis result.
Further, further includes:
It uploads general information module and obtains the image of equipment to be maked an inspection tour for shooting to each equipment to be maked an inspection tour
Before, it according to the position of equipment to be maked an inspection tour and type, determines the installation site of photo terminal, and general information is uploaded to management
Terminal；General information includes the position and type information of equipment to be maked an inspection tour, the ID of photo terminal and installation site information, shooting frequency
Rate information.
In the embodiment of the present invention, each equipment to be maked an inspection tour is shot by photo terminal, obtains equipment to be maked an inspection tour
Image, in this way, the process effectively instead of staff's on-the-spot make an inspection tour, saves the time；Eventually by photo terminal and management
End, which carries out two layers of intellectual analysis and judgement to image, reduces work in this way, instead of manual identified and judging abnormal process
Personnel labor intensity can quickly judge the failure of equipment；Alarm is issued by the tour warning information that management terminal is sent
Signal improves the speed of accident treatment in this way, staff can be made quickly to reach maintenance sites according to alarm signal, protects
Demonstrate,prove the safe operation of equipment；Meanwhile photo terminal is optimized by optimizing feedback information, the accurate of analysis can be improved
Property.
A kind of intellectual analysis device for tour provided in an embodiment of the present invention can be performed any embodiment of that present invention and mention
The intelligent settlement method of confession has the corresponding functional module of execution method and beneficial effect, due in embodiment of the method in detail
Thin to illustrate, only simple examples in Installation practice can refer to the explanation in embodiment of the method in detail.
Fig. 6 is a kind of structural schematic diagram of intellectual analysis device for tour provided in an embodiment of the present invention, the device
Applied to management terminal, it is adapted for carrying out a kind of intelligent analysis method for tour provided in an embodiment of the present invention.Such as Fig. 6 institute
Show, which can specifically include the second receiving module 601, statistics and analysis module 602, generates information module 603 and second
Sending module 604.
Wherein, the second receiving module 601, for receiving each first analysis result from photo terminal, wherein first
Analysis result includes the image of equipment to be maked an inspection tour；Statistics and analysis module 602, for according to the type of equipment to be maked an inspection tour, to the
One analysis result carries out statistics and analysis, determines the second analysis result of equipment to be maked an inspection tour；Information module 603 is generated, root is used for
It is generated according to the second analysis result and makes an inspection tour warning information and optimization feedback information, wherein making an inspection tour warning information includes equipment to be maked an inspection tour
Location information；Second sending module 604 is sent to photo terminal for that will make an inspection tour warning information and optimization feedback information, with
Indicate that photo terminal issues alarm signal according to warning information is maked an inspection tour, and, according to optimization feedback information adjustment shooting angle, clap
Frequency is taken the photograph, and updates the setting regions of image analysis.
Further, above-mentioned statistics and analysis module 602 is specifically used for:
It according to the type of equipment to be maked an inspection tour, counts in set period of time, ratio shared by abnormal results in the first analysis result
Example determines the second analysis result of equipment to be maked an inspection tour；According to the type of equipment to be maked an inspection tour, first is analyzed the Abnormal Map in result
As being compared with default abnormal judgment criteria, to determine the second analysis result for including unit exception degree.
Further, further includes:
Send a warning message module, makes an inspection tour warning information and optimization feedback information for generating according to the second analysis result,
Wherein, it makes an inspection tour after the location information that warning information includes equipment to be maked an inspection tour, warning information will be maked an inspection tour and be sent to client, to refer to
Show that client determines navigation routine according to device location information to be maked an inspection tour.
In the embodiment of the present invention, by receiving each first analysis from photo terminal as a result, instead of artificial scene
Make an inspection tour the process of simultaneously recording equipment exception；Intellectual analysis and judgement by management terminal to the first analysis result, instead of people
Work identifies and judges abnormal process, reduces intensity of workers, can quickly judge the failure of equipment；Pass through
The tour warning information that two analysis results generate can make staff according to alarm to indicate that photo terminal issues alarm signal
Signal quickly reaches maintenance sites, improves the efficiency of accident treatment, guarantees the safe operation of equipment；Meanwhile by second point
The analysis for analysing result generates optimization feedback information, can strengthen the performance of photo terminal, improve the accuracy of analysis.
A kind of intellectual analysis device for tour provided in an embodiment of the present invention can be performed any embodiment of that present invention and mention
The intelligent settlement method of confession has the corresponding functional module of execution method and beneficial effect, due in embodiment of the method in detail
Thin to illustrate, only simple examples in Installation practice can refer to the explanation in embodiment of the method in detail.
Fig. 7 is a kind of structural schematic diagram of intellectual analysis equipment for tour provided in an embodiment of the present invention, such as Fig. 7 institute
Show, which includes:
Photo terminal 701 and management terminal 702.
Photo terminal 701 includes processor and memory, and memory is connected with processor, for storing computer journey
Sequence, computer program are at least used to execute the intelligent analysis method described in the embodiment of the present invention for tour, this method application
In photo terminal；Processor is for calling and executing the computer program in memory.The above-mentioned intellectual analysis side for tour
Method includes at least: shooting to each equipment to be maked an inspection tour, obtains the image of equipment to be maked an inspection tour；Identify the figure of equipment to be maked an inspection tour
As the pictorial element information and text information in setting regions, to obtain the first analysis result of each equipment to be maked an inspection tour；By
One analysis result is sent to management terminal, with indicate management terminal according to the type of equipment to be maked an inspection tour, to first analyze result into
Row statistics and analysis determines the second analysis result of equipment to be maked an inspection tour；It receives and analyzes result according to second from management terminal
Determining tour warning information and optimization feedback information；Alarm signal is issued according to warning information is maked an inspection tour, and, it is anti-according to optimization
Feedforward information adjusts shooting angle, filming frequency, and updates the setting regions of image analysis.
Management terminal 702 includes processor and memory, and memory is connected with processor, for storing computer journey
Sequence, computer program are at least used to execute the intelligent analysis method described in the embodiment of the present invention for tour, this method application
In photo terminal；Processor is for calling and executing the computer program in memory.The above-mentioned intellectual analysis side for tour
Method includes at least: receiving each first analysis result from photo terminal, wherein the first analysis result includes equipment to be maked an inspection tour
Image；According to the type of equipment to be maked an inspection tour, statistics and analysis is carried out to the first analysis result, determines the second of equipment to be maked an inspection tour
Analyze result；It is generated according to the second analysis result and makes an inspection tour warning information and optimization feedback information, wherein making an inspection tour warning information includes
The location information of equipment to be maked an inspection tour；Warning information will be maked an inspection tour and optimization feedback information is sent to photo terminal, taken pictures end with instruction
End issues alarm signal according to warning information is maked an inspection tour, and, shooting angle, filming frequency are adjusted according to optimization feedback information, and
Update the setting regions of image analysis.
Fig. 8 is a kind of structural schematic diagram of the applicable intellectual analysis equipment for tour of the embodiment of the present invention, such as Fig. 8 institute
Show, which includes:
Photo terminal 801, gateway 802, management terminal 803, server 804, cell phone client 805, pc client 806.
Wherein, photo terminal 801 shoots each equipment to be maked an inspection tour, and obtains the image of equipment to be maked an inspection tour, then
Know the pictorial element information and text information in the setting regions of these images, first point of available each equipment to be maked an inspection tour
Analysis is as a result, be uploaded to management terminal 803 by gateway 802 for the first analysis result, management terminal 803 is according to equipment to be maked an inspection tour
Type carries out statistics and analysis to the first analysis result, determines the second analysis of equipment to be maked an inspection tour as a result, then by above-mentioned analysis
As a result it is stored in the server 804 of management terminal 803, management terminal is determined according to the second analysis result makes an inspection tour warning information
With optimization feedback information, and these information are sent to photo terminal 801, photo terminal can be issued according to warning information is maked an inspection tour
Alarm signal can also adjust shooting angle, filming frequency according to optimization feedback information, and update the setting area of image analysis
Domain, meanwhile, management terminal 803 is sent to cell phone client 805 and pc client 806 for warning information is maked an inspection tour, to indicate client
End provides navigation routine according to the location information of equipment to be maked an inspection tour.
The embodiment of the invention also provides a kind of storage medium, storage medium is stored with computer program, the computer journey
When sequence is executed by processor, realize such as each step in the intelligent analysis method in the embodiment of the present invention for making an inspection tour.Above-mentioned use
It is applied to photo terminal in the intelligent analysis method of tour, includes at least following steps: each equipment to be maked an inspection tour is clapped
It takes the photograph, obtains the image of equipment to be maked an inspection tour；Identify the pictorial element information and text letter in the image setting region of equipment to be maked an inspection tour
Breath, to obtain the first analysis result of each equipment to be maked an inspection tour；First analysis result is sent to management terminal, to indicate to manage
Terminal carries out statistics and analysis to the first analysis result, determines second point of equipment to be maked an inspection tour according to the type of equipment to be maked an inspection tour
Analyse result；Receive the tour warning information and optimization feedback information that determine according to the second analysis result from management terminal；Root
Alarm signal is issued according to warning information is maked an inspection tour, and, shooting angle, filming frequency are adjusted according to optimization feedback information, and update
The setting regions of image analysis.
When above-mentioned computer program is executed by processor, it can also realize such as the intelligence in the embodiment of the present invention for tour
Each step in analysis method, this method are applied to management terminal, include at least following steps: receiving from each of photo terminal
A first analysis result, wherein the first analysis result includes the image of equipment to be maked an inspection tour；It is right according to the type of equipment to be maked an inspection tour
First analysis result carries out statistics and analysis, determines the second analysis result of equipment to be maked an inspection tour；It is generated according to the second analysis result
Make an inspection tour warning information and optimization feedback information, wherein make an inspection tour the location information that warning information includes equipment to be maked an inspection tour；It is accused making an inspection tour
Alert information and optimization feedback information are sent to photo terminal, issue alarm signal to indicate photo terminal according to warning information is maked an inspection tour
Number, and, shooting angle, filming frequency are adjusted according to optimization feedback information, and update the setting regions of image analysis.
It is understood that same or similar part can mutually refer in the various embodiments described above, in some embodiments
Unspecified content may refer to the same or similar content in other embodiments.
It should be noted that in the description of the present invention, term " first ", " second " etc. are used for description purposes only, without
It can be interpreted as indication or suggestion relative importance.In addition, in the description of the present invention, unless otherwise indicated, the meaning of " multiple "
Refer at least two.
Any process described otherwise above or method description are construed as in flow chart or herein, and expression includes
It is one or more for realizing specific logical function or process the step of executable instruction code module, segment or portion
Point, and the range of the preferred embodiment of the present invention includes other realization, wherein can not press shown or discussed suitable
Sequence, including according to related function by it is basic simultaneously in the way of or in the opposite order, Lai Zhihang function, this should be of the invention
Embodiment person of ordinary skill in the field understood.
It should be appreciated that each section of the invention can be realized with hardware, software, firmware or their combination.Above-mentioned
In embodiment, software that multiple steps or method can be executed in memory and by suitable instruction execution system with storage
Or firmware is realized.It, and in another embodiment, can be under well known in the art for example, if realized with hardware
Any one of column technology or their combination are realized: having a logic gates for realizing logic function to data-signal
Discrete logic, with suitable combinational logic gate circuit specific integrated circuit, programmable gate array (PGA), scene
Programmable gate array (FPGA) etc..
Those skilled in the art are understood that realize all or part of step that above-described embodiment method carries
It suddenly is that relevant hardware can be instructed to complete by program, the program can store in a kind of computer-readable storage medium
In matter, which when being executed, includes the steps that one or a combination set of embodiment of the method.
It, can also be in addition, each functional unit in each embodiment of the present invention can integrate in a processing module
It is that each unit physically exists alone, can also be integrated in two or more units in a module.Above-mentioned integrated mould
Block both can take the form of hardware realization, can also be realized in the form of software function module.The integrated module is such as
Fruit is realized and when sold or used as an independent product in the form of software function module, also can store in a computer
In read/write memory medium.
Storage medium mentioned above can be read-only memory, disk or CD etc..
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show
The description of example " or " some examples " etc. means specific features, structure, material or spy described in conjunction with this embodiment or example
Point is included at least one embodiment or example of the invention.In the present specification, schematic expression of the above terms are not
Centainly refer to identical embodiment or example.Moreover, particular features, structures, materials, or characteristics described can be any
One or more embodiment or examples in can be combined in any suitable manner.
Although the embodiments of the present invention has been shown and described above, it is to be understood that above-described embodiment is example
Property, it is not considered as limiting the invention, those skilled in the art within the scope of the invention can be to above-mentioned
Embodiment is changed, modifies, replacement and variant.
Claims (10)
1. a kind of intelligent analysis method for tour, which is characterized in that be applied to photo terminal, comprising:
Each equipment to be maked an inspection tour is shot, the image of the equipment to be maked an inspection tour is obtained；
Identify the pictorial element information and text information in the image setting region of the equipment to be maked an inspection tour, it is each described to obtain
First analysis result of equipment to be maked an inspection tour；
The first analysis result is sent to management terminal, to indicate the management terminal according to the class of the equipment to be maked an inspection tour
Type carries out statistics and analysis to the first analysis result, determines the second analysis result of the equipment to be maked an inspection tour；
Receive the tour warning information and optimization feedback information that determine according to the second analysis result from management terminal；
Alarm signal is issued according to the tour warning information, and, shooting angle is adjusted according to the optimization feedback information, is clapped
Frequency is taken the photograph, and updates the setting regions of described image analysis.
2. the method according to claim 1, wherein the image setting region of equipment to be maked an inspection tour described in the identification
Interior pictorial element information and text information, to obtain the first analysis result of each equipment to be maked an inspection tour, comprising:
Identify the pictorial element information in the image setting region of the equipment to be maked an inspection tour, by described image element information with prestore
Standard picture is compared to determine matching degree, if the matching degree is less than preset matching degree threshold value, obtains unit exception
First analysis result；
Identify the text information in the image setting region of the equipment to be maked an inspection tour, display is read if the text information is equipment
Number then judges the equipment display reading whether in default range of readings, if described read not in default range of readings,
Obtain the first analysis result of unit exception.
3. being obtained the method according to claim 1, wherein described shoot each equipment to be maked an inspection tour
Before the image of the equipment to be maked an inspection tour, further includes:
According to the position of equipment to be maked an inspection tour and type, the installation site of photo terminal is determined, and general information is uploaded to management
Terminal；The general information includes the position and type information of equipment to be maked an inspection tour, the ID of photo terminal and installation site information, claps
Take the photograph frequency information.
4. a kind of intelligent analysis method for tour, which is characterized in that be applied to management terminal, comprising:
Receive each first analysis result from photo terminal, wherein the first analysis result includes equipment to be maked an inspection tour
Image；
According to the type of the equipment to be maked an inspection tour, statistics and analysis is carried out to the first analysis result, is determined described wait make an inspection tour
Second analysis result of equipment；
It is generated according to the second analysis result and makes an inspection tour warning information and optimization feedback information, wherein the tour warning information
Location information including equipment to be maked an inspection tour；
By the tour warning information and optimization feedback information be sent to the photo terminal, with indicate the photo terminal according to
The tour warning information issues alarm signal, and, shooting angle, filming frequency are adjusted according to the optimization feedback information,
And update the setting regions of image analysis.
5. according to the method described in claim 4, it is characterized in that, the type of the equipment to be maked an inspection tour according to, to described
First analysis result carries out statistics and analysis, determines the second analysis result of the equipment to be maked an inspection tour, comprising:
It according to the type of the equipment to be maked an inspection tour, counts in set period of time, in the first analysis result shared by abnormal results
Ratio, determine the second analysis result of the equipment to be maked an inspection tour；
According to the type of the equipment to be maked an inspection tour, by the abnormal image in the first analysis result and abnormal judgment criteria is preset
It compares, to determine the second analysis result for including unit exception degree.
6. according to the method described in claim 4, it is characterized in that, described generated according to the second analysis result makes an inspection tour alarm
Information and optimization feedback information, wherein described to make an inspection tour after the location information that warning information includes equipment to be maked an inspection tour, further includes:
The tour warning information is sent to client, to indicate the client according to the device location information to be maked an inspection tour
Determine navigation routine.
7. a kind of intellectual analysis device for tour, which is characterized in that be applied to photo terminal, comprising:
Shooting module obtains the image of the equipment to be maked an inspection tour for shooting to each equipment to be maked an inspection tour；
Identification information module, the pictorial element information in the image setting region of the equipment to be maked an inspection tour and text are believed for identification
Breath, to obtain the first analysis result of each equipment to be maked an inspection tour；
First sending module, for by it is described first analysis result be sent to management terminal, with indicate the management terminal according to
The type of the equipment to be maked an inspection tour carries out statistics and analysis to the first analysis result, determines the of the equipment to be maked an inspection tour
Two analysis results；
First receiving module, for receiving the tour warning information determined according to the second analysis result from management terminal
With optimization feedback information；
Adjustment and update module are used to issue alarm signal according to the tour warning information, and, it is fed back according to the optimization
Information adjusts shooting angle, filming frequency, and updates the setting regions of described image analysis.
8. a kind of intellectual analysis device for tour, which is characterized in that be applied to management terminal, comprising:
Second receiving module, for receiving each first analysis result from photo terminal, wherein the first analysis result
Image including equipment to be maked an inspection tour；
Statistics and analysis module, for the type according to the equipment to be maked an inspection tour, to the first analysis result carry out statistics and
Analysis determines the second analysis result of the equipment to be maked an inspection tour；
Information module is generated, makes an inspection tour warning information and optimization feedback information for generating according to the second analysis result, wherein
It is described to make an inspection tour the location information that warning information includes equipment to be maked an inspection tour；
Second sending module, for the tour warning information and optimization feedback information to be sent to the photo terminal, to refer to
Show that the photo terminal issues alarm signal according to the tour warning information, and, it is adjusted according to the optimization feedback information
Shooting angle, filming frequency, and update the setting regions of image analysis.
9. a kind of intellectual analysis equipment for tour characterized by comprising
Photo terminal and management terminal；
The photo terminal includes processor and memory, and the memory is connected with the processor, is calculated for storing
Machine program, the computer program are at least used for perform claim and require the described in any item intellectual analysis sides for tour 1-3
Method, the processor is for calling and executing the computer program in the memory；
The management terminal includes processor and memory, and the memory is connected with the processor, is calculated for storing
Machine program, the computer program are at least used for perform claim and require the described in any item intellectual analysis sides for tour 4-6
Method, the processor is for calling and executing the computer program in the memory.
10. a kind of storage medium, which is characterized in that the storage medium is stored with computer program, the computer program quilt
When processor executes, each step in the intelligent analysis method as claimed in any one of claims 1 to 6 for tour is realized.
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| CN201910707161.7A CN110427882A (en) | 2019-08-01 | 2019-08-01 | For the intelligent analysis method of tour, device, equipment and its storage medium |
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| CN201910707161.7A CN110427882A (en) | 2019-08-01 | 2019-08-01 | For the intelligent analysis method of tour, device, equipment and its storage medium |
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| CN111080637A (en) * | 2019-12-25 | 2020-04-28 | 深圳力维智联技术有限公司 | Cloud service-based advertisement remote method, device, system, product and medium |
| CN111382682A (en) * | 2020-03-02 | 2020-07-07 | 四川桃花源生态保护基金会 | Patrol management method, feedback method, server, terminal and computer readable medium |
| CN113743202A (en) * | 2021-07-28 | 2021-12-03 | 南方电网深圳数字电网研究院有限公司 | Intelligent patrol method, device, equipment and storage medium based on 5G network |
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