CN106790414A - City equipment management and maintenance method and system based on big data - Google Patents
City equipment management and maintenance method and system based on big data Download PDFInfo
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- CN106790414A CN106790414A CN201611089105.4A CN201611089105A CN106790414A CN 106790414 A CN106790414 A CN 106790414A CN 201611089105 A CN201611089105 A CN 201611089105A CN 106790414 A CN106790414 A CN 106790414A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
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- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T17/00—Three dimensional [3D] modelling, e.g. data description of 3D objects
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
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- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/51—Discovery or management thereof, e.g. service location protocol [SLP] or web services
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/56—Provisioning of proxy services
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Abstract
A kind of city equipment management and maintenance method based on big data, range information and traffic flow information according to each alternative personnel to the city equipment generate each alternative personal information to the estimated used time temporal information of the city equipment；Each alternative personnel's current task state is obtained, when task status is assigned, current task finishing time information is generated, and estimated used time temporal information is modified according to task completion time information, obtain final time used time；Most short alternative personnel of final time used time are safeguarded the object for performing and safeguarding as the city equipment, and short alternative personnel of final time used time second are safeguarded the alternative objects for performing and safeguarding as the city equipment；The alternative objects that the object and execution maintenance for performing maintenance is generated by third party's map application platform each reach the navigation information of the city equipment, and navigation information are sent on the respective mobile terminal of alternative objects for performing the object and execution maintenance safeguarded.
Description
Technical field
The present invention relates to urban digital technical field, more particularly to a kind of city equipment management service based on big data
Method and system.
Background technology
Expand with the development of the city, more and more various city equipments are applied to townie every aspect.
As the continuous expansion of city size, each city equipment can be safeguarded in time, resident can be directly influenced
Experience.And because city commuting time cost is improved so that city equipment often cannot on the whole be maintained personnel's money
The rational allocation in source.
The content of the invention
In view of this, the present invention proposes a kind of city equipment management and maintenance method and system based on big data.
A kind of city equipment management and maintenance method based on big data, it comprises the following steps：
S1, from third party's map application platform obtain city in each city equipment coordinate value；And city equipment
Present environmental information；
S2, the beyond the clouds model of each city equipment of server storage, usage cycles, manufacturer's information, recommended information, maintenance
Notice information and three-dimensional panoramic model；
Each city equipment corresponding attendant's information bank is set in S3, beyond the clouds server, and by city equipment
Failure is divided into different grades, the different attendant of different grade correspondences；
S4, the regular state image information for obtaining city equipment in different angles, and state image information is sent to cloud
End server；Jump to step S5；
S5, cloud server are matched state image information with the three-dimensional panoramic model in cloud server,
After success, continuation judges the fault level of the city equipment；And jump to step S6；
S6, according to determine fault level alternative personnel's matching is carried out from attendant's information bank of cloud server；
After the match is successful, acquisition for mobile terminal personnel positioning information is held according to alternative personnel, jump to step S7；
S7, the location information of alternative personnel is projected on third party's map application platform, obtain each alternative personnel and arrive
The range information and traffic flow information of the city equipment；Jump to step S8；
S8, to generate each according to the range information and traffic flow information of each alternative personnel to the city equipment alternative
Estimated used time temporal information of the personal information to the city equipment；Jump to step S9；
S9, each alternative personnel's current task state is obtained, when task status is assigned, when generation current task is completed
Between information, and estimated used time temporal information is modified according to task completion time information, obtain final time used time；Redirect
To step S10；
S10, the object that most short alternative personnel of final time used time are safeguarded execution maintenance as the city equipment, and will
Short alternative personnel of final time used time second safeguard the alternative objects for performing and safeguarding as the city equipment, jump to step
S11；
S11, the alternative objects that the object for performing maintenance is generated by third party's map application platform and maintenance is performed are each
From the navigation information for reaching the city equipment, and navigation information is sent to the object for performing maintenance and the alternative of maintenance is performed
On the respective mobile terminal of object；Jump to step S12；
S12, after maintenance terminates, will perform safeguard other side confirm maintenance feedback information be sent to cloud server；
Jump to step S13；
S13, cloud server by the maintenance record of the city equipment, maintenance time, attendant's information Store beyond the clouds
On server.
In the city equipment management and maintenance method based on big data of the present invention, S9, each alternative personnel is obtained
Current task state, when task status is assigned, generates current task finishing time information, and believe according to task completion time
Breath is modified to estimated used time temporal information, obtains final time used time and includes；
S91, each alternative personnel's current task state is obtained, when task status is assigned, generation current task is completed
Temporal information；
S92, by the historical data of third party's map application platform to the traffic flow information after the completion of current task；
S93, estimated used time temporal information is modified according to traffic flow information and task completion time information, obtained
To final time used time.
In the city equipment management and maintenance method based on big data of the present invention, root is also included in the step S4
It is adjusted in the cycle of the state image information of different angles to obtaining city equipment according to the maintenance times of city equipment.
The present invention also provides a kind of city equipment management service system based on big data, and it is included such as lower unit：
Coordinate nvironment information acquisition unit, for obtaining each city equipment in city from third party's map application platform
Coordinate value；And the environmental information at city equipment；
City equipment information configuration unit, for the model of each city equipment of server storage beyond the clouds, usage cycles,
Manufacturer's information, recommended information, maintenance notice information and three-dimensional panoramic model；
Information bank dispensing unit, for setting the corresponding attendant's information of each city equipment in server beyond the clouds
Storehouse, and the failure of city equipment is divided into different grades, the different attendant of different grade correspondences；
Image information acquisition unit, for periodically obtaining state image information of the city equipment in different angles, and by shape
State image information is sent to cloud server；
Fault level judging unit, for by cloud server by the three-dimensional in state image information and cloud server
Panorama model is matched, and after the match is successful, continuation judges the fault level of the city equipment；
Alternative personnel's matching unit, for according to the fault level for determining from attendant's information bank of cloud server
Carry out alternative personnel's matching；After the match is successful, acquisition for mobile terminal personnel positioning information is held according to alternative personnel；
Apart from flow information acquiring unit, for the location information of alternative personnel to be projected into third party's map application platform
On, obtain each alternative personnel to the range information and traffic flow information of the city equipment；
Estimated used time information determination unit, for range information and friendship according to each alternative personnel to the city equipment
Through-current capacity information generates each alternative personal information to the estimated used time temporal information of the city equipment；
Final used time determining unit, for obtaining each alternative personnel's current task state, when task status is assigned,
Generation current task finishing time information, and estimated used time temporal information is modified according to task completion time information, obtain
To final time used time；
Alternative objects determining unit is performed, for most short alternative personnel of final time used time to be tieed up as the city equipment
Shield performs the object safeguarded, and short alternative personnel of final time used time second are safeguarded into what execution was safeguarded as the city equipment
Alternative objects；
Navigation information generate transmitting element, for by third party's map application platform generate perform safeguard object and
The navigation information that the alternative objects safeguarded each reach the city equipment is performed, and navigation information is sent to the right of execution maintenance
As and perform safeguard the respective mobile terminal of alternative objects on；
Information feedback unit, sends for after maintenance terminates, will perform the maintenance feedback information that the other side for safeguarding confirms
To cloud server；
Repair message memory cell, for by cloud server by maintenance record, maintenance time, the dimension of the city equipment
The storage of shield personal information is beyond the clouds on server.
In the city equipment management service system based on big data of the present invention, obtained in final used time determining unit
Each alternative personnel's current task state is taken, when task status is assigned, generation current task finishing time information, and according to
Task completion time information is modified to estimated used time temporal information, obtains final time used time and includes；
Each alternative personnel's current task state is obtained, when task status is assigned, the current task deadline is generated
Information；
By the historical data of third party's map application platform to the traffic flow information after the completion of current task；
Estimated used time temporal information is modified according to traffic flow information and task completion time information, is obtained most
Whole time used time.
In the city equipment management service system based on big data of the present invention, described image information acquisition unit
In also include being entered in the cycle of the state image information of different angles to obtaining city equipment according to the maintenance times of city equipment
Row adjustment.
Implement city equipment management and maintenance method based on big data that the present invention provides and system compared with prior art
Have the advantages that：Can be given birth to according to the range information and traffic flow information of each alternative personnel to the city equipment
Into each alternative personal information to the estimated used time temporal information of the city equipment；Obtain each alternative personnel's current task shape
State, when task status is assigned, generates current task finishing time information, and according to task completion time information to estimated use
When temporal information be modified, obtain final time used time；Most short alternative personnel of final time used time are set as the city
It is standby to safeguard the object for performing and safeguarding, and short alternative personnel of final time used time second are performed into dimension as city equipment maintenance
The alternative objects of shield；The alternative objects for performing the object safeguarded and performing maintenance are generated by third party's map application platform each
From the navigation information for reaching the city equipment, and navigation information is sent to the object for performing maintenance and the alternative of maintenance is performed
On the respective mobile terminal of object；After maintenance terminates, the maintenance feedback information that will perform the other side's confirmation safeguarded is sent to cloud
End server；Cloud server services the maintenance record of the city equipment, maintenance time, attendant's information Store beyond the clouds
On device.Realize the rational allocation to attendant's resource.
Brief description of the drawings
Fig. 1 is the city equipment management service system architecture diagram based on big data of the embodiment of the present invention.
Specific embodiment
As shown in figure 1, a kind of city equipment management and maintenance method based on big data of the embodiment of the present invention, it includes as follows
Step：
S1, from third party's map application platform obtain city in each city equipment coordinate value；And city equipment
Present environmental information；
S2, the beyond the clouds model of each city equipment of server storage, usage cycles, manufacturer's information, recommended information, maintenance
Notice information and three-dimensional panoramic model；
Each city equipment corresponding attendant's information bank is set in S3, beyond the clouds server, and by city equipment
Failure is divided into different grades, the different attendant of different grade correspondences；
S4, the regular state image information for obtaining city equipment in different angles, and state image information is sent to cloud
End server；Jump to step S5；
S5, cloud server are matched state image information with the three-dimensional panoramic model in cloud server,
After success, continuation judges the fault level of the city equipment；And jump to step S6；
S6, according to determine fault level alternative personnel's matching is carried out from attendant's information bank of cloud server；
After the match is successful, acquisition for mobile terminal personnel positioning information is held according to alternative personnel, jump to step S7；
S7, the location information of alternative personnel is projected on third party's map application platform, obtain each alternative personnel and arrive
The range information and traffic flow information of the city equipment；Jump to step S8；
S8, to generate each according to the range information and traffic flow information of each alternative personnel to the city equipment alternative
Estimated used time temporal information of the personal information to the city equipment；Jump to step S9；
S9, each alternative personnel's current task state is obtained, when task status is assigned, when generation current task is completed
Between information, and estimated used time temporal information is modified according to task completion time information, obtain final time used time；Redirect
To step S10；
S10, the object that most short alternative personnel of final time used time are safeguarded execution maintenance as the city equipment, and will
Short alternative personnel of final time used time second safeguard the alternative objects for performing and safeguarding as the city equipment, jump to step
S11；
S11, the alternative objects that the object for performing maintenance is generated by third party's map application platform and maintenance is performed are each
From the navigation information for reaching the city equipment, and navigation information is sent to the object for performing maintenance and the alternative of maintenance is performed
On the respective mobile terminal of object；Jump to step S12；
S12, after maintenance terminates, will perform safeguard other side confirm maintenance feedback information be sent to cloud server；
Jump to step S13；
S13, cloud server by the maintenance record of the city equipment, maintenance time, attendant's information Store beyond the clouds
On server.
In the city equipment management and maintenance method based on big data of the present invention, S9, each alternative personnel is obtained
Current task state, when task status is assigned, generates current task finishing time information, and believe according to task completion time
Breath is modified to estimated used time temporal information, obtains final time used time and includes；
S91, each alternative personnel's current task state is obtained, when task status is assigned, generation current task is completed
Temporal information；
S92, by the historical data of third party's map application platform to the traffic flow information after the completion of current task；
S93, estimated used time temporal information is modified according to traffic flow information and task completion time information, obtained
To final time used time.
In the city equipment management and maintenance method based on big data of the present invention, root is also included in the step S4
It is adjusted in the cycle of the state image information of different angles to obtaining city equipment according to the maintenance times of city equipment.
The present invention also provides a kind of city equipment management service system based on big data, and it is included such as lower unit：
Coordinate nvironment information acquisition unit 1, sets for obtaining each city in city from third party's map application platform
Standby coordinate value；And the environmental information at city equipment；
City equipment information configuration unit 2, for the model of each city equipment of server storage beyond the clouds, uses week
Phase, manufacturer's information, recommended information, maintenance notice information and three-dimensional panoramic model；
Information bank dispensing unit 3, for setting the corresponding attendant's information of each city equipment in server beyond the clouds
Storehouse, and the failure of city equipment is divided into different grades, the different attendant of different grade correspondences；
Image information acquisition unit 4, for periodically obtaining state image information of the city equipment in different angles, and by shape
State image information is sent to cloud server；
Fault level judging unit 5, for by cloud server by three in state image information and cloud server
Dimension panorama model is matched, and after the match is successful, continuation judges the fault level of the city equipment；
Alternative personnel's matching unit 6, for according to the fault level for determining from attendant's information bank of cloud server
In carry out alternative personnel's matching；After the match is successful, acquisition for mobile terminal personnel positioning information is held according to alternative personnel；
Apart from flow information acquiring unit 7, put down for the location information of alternative personnel to be projected into third party's map application
On platform, each alternative personnel to the range information and traffic flow information of the city equipment are obtained；
Estimated used time information determination unit 8, for the range information according to each alternative personnel to the city equipment and
Traffic flow information generates each alternative personal information to the estimated used time temporal information of the city equipment；
Final used time determining unit 9, for obtaining each alternative personnel's current task state, is being assigned task status
When, current task finishing time information is generated, and estimated used time temporal information is modified according to task completion time information,
Obtain final time used time；
Alternative objects determining unit 10 is performed, for using most short alternative personnel of final time used time as the city equipment
The object for performing and safeguarding is safeguarded, and short alternative personnel of final time used time second are performed into maintenance as city equipment maintenance
Alternative objects；
Navigation information generate transmitting element 11, for by third party's map application platform generate perform safeguard object with
And the navigation information that the alternative objects safeguarded each reach the city equipment is performed, and navigation information is sent to what execution was safeguarded
On the respective mobile terminal of alternative objects that object and execution are safeguarded；
Information feedback unit 12, for the maintenance feedback information hair that the other side for safeguarding confirms after maintenance terminates, will to be performed
It is sent to cloud server；
Repair message memory cell 13, for by cloud server by the maintenance record of the city equipment, maintenance time,
Attendant's information Store is beyond the clouds on server.
In the city equipment management service system based on big data of the present invention, in final used time determining unit 9
Each alternative personnel's current task state is obtained, when task status is assigned, current task finishing time information, and root is generated
Estimated used time temporal information is modified according to task completion time information, obtaining final time used time includes；
Each alternative personnel's current task state is obtained, when task status is assigned, the current task deadline is generated
Information；
By the historical data of third party's map application platform to the traffic flow information after the completion of current task；
Estimated used time temporal information is modified according to traffic flow information and task completion time information, is obtained most
Whole time used time.
In the city equipment management service system based on big data of the present invention, described image information acquisition unit
Also include being entered in the cycle of the state image information of different angles to obtaining city equipment according to the maintenance times of city equipment in 4
Row adjustment.
Implement city equipment management and maintenance method based on big data that the present invention provides and system compared with prior art
Have the advantages that：Can be given birth to according to the range information and traffic flow information of each alternative personnel to the city equipment
Into each alternative personal information to the estimated used time temporal information of the city equipment；Obtain each alternative personnel's current task shape
State, when task status is assigned, generates current task finishing time information, and according to task completion time information to estimated use
When temporal information be modified, obtain final time used time；Most short alternative personnel of final time used time are set as the city
It is standby to safeguard the object for performing and safeguarding, and short alternative personnel of final time used time second are performed into dimension as city equipment maintenance
The alternative objects of shield；The alternative objects for performing the object safeguarded and performing maintenance are generated by third party's map application platform each
From the navigation information for reaching the city equipment, and navigation information is sent to the object for performing maintenance and the alternative of maintenance is performed
On the respective mobile terminal of object；After maintenance terminates, the maintenance feedback information that will perform the other side's confirmation safeguarded is sent to cloud
End server；Cloud server services the maintenance record of the city equipment, maintenance time, attendant's information Store beyond the clouds
On device.Realize the rational allocation to attendant's resource.
The step of method or algorithm for being described with reference to the embodiments described herein, directly can be held with hardware, processor
Capable software module, or the two combination is implemented.Software module can be placed in random access memory, internal memory, read-only storage,
Institute is public in electrically programmable ROM, electrically erasable ROM, register, hard disk, moveable magnetic disc, CD-ROM or technical field
In the storage medium of any other forms known.
It is understood that for the person of ordinary skill of the art, can be done with technology according to the present invention design
Go out other various corresponding changes and deformation, and all these changes and deformation should all belong to the protection model of the claims in the present invention
Enclose.
Claims (6)
1. a kind of city equipment management and maintenance method based on big data, it comprises the following steps：
S1, from third party's map application platform obtain city in each city equipment coordinate value；And residing for city equipment
In environmental information；
S2, the beyond the clouds model of each city equipment of server storage, usage cycles, manufacturer's information, recommended information, maintenance notice
Information and three-dimensional panoramic model；
Each city equipment corresponding attendant's information bank is set in S3, beyond the clouds server, and by the failure of city equipment
It is divided into different grades, the different attendant of different grade correspondences；
S4, the regular state image information for obtaining city equipment in different angles, and state image information is sent to high in the clouds clothes
Business device；Jump to step S5；
S5, cloud server are matched state image information with the three-dimensional panoramic model in cloud server, are being matched into
After work(, continuation judges the fault level of the city equipment；And jump to step S6；
S6, according to determine fault level alternative personnel's matching is carried out from attendant's information bank of cloud server；
After with success, acquisition for mobile terminal personnel positioning information is held according to alternative personnel, jump to step S7；
S7, the location information of alternative personnel is projected on third party's map application platform, obtain each alternative personnel to the city
The range information and traffic flow information of city's equipment；Jump to step S8；
S8, each alternative personnel is generated according to the range information and traffic flow information of each alternative personnel to the city equipment
Estimated used time temporal information of the information to the city equipment；Jump to step S9；
S9, each alternative personnel's current task state is obtained, when task status is assigned, generation current task deadline letter
Breath, and estimated used time temporal information is modified according to task completion time information, obtain final time used time；Jump to step
Rapid S10；
S10, the object that most short alternative personnel of final time used time are safeguarded execution maintenance as the city equipment, and will be final
The short alternative personnel of time used time second safeguard the alternative objects for performing and safeguarding as the city equipment, jump to step S11；
S11, the alternative objects that the object for performing maintenance is generated by third party's map application platform and maintenance is performed each are arrived
Up to the navigation information of the city equipment, and navigation information is sent to the alternative objects for performing the object safeguarded and performing maintenance
On respective mobile terminal；Jump to step S12；
S12, after maintenance terminates, will perform safeguard other side confirm maintenance feedback information be sent to cloud server；Redirect
To step S13；
S13, cloud server service the maintenance record of the city equipment, maintenance time, attendant's information Store beyond the clouds
On device.
2. the city equipment management and maintenance method of big data is based on as claimed in claim 1, it is characterised in that S9, acquisition are each
Individual alternative personnel's current task state, when task status is assigned, generates current task finishing time information, and according to task
Finishing time information is modified to estimated used time temporal information, obtains final time used time and includes；
S91, each alternative personnel's current task state is obtained, when task status is assigned, generate the current task deadline
Information；
S92, by the historical data of third party's map application platform to the traffic flow information after the completion of current task；
S93, estimated used time temporal information is modified according to traffic flow information and task completion time information, obtained most
Whole time used time.
3. the city equipment management and maintenance method of big data is based on as claimed in claim 2, it is characterised in that the step S4
In also include being entered in the cycle of the state image information of different angles to obtaining city equipment according to the maintenance times of city equipment
Row adjustment.
4. a kind of city equipment management service system based on big data, it is included such as lower unit：
Coordinate nvironment information acquisition unit, the seat for obtaining each city equipment in city from third party's map application platform
Scale value；And the environmental information at city equipment；
City equipment information configuration unit, for the model of each city equipment of server storage, usage cycles, manufacturer beyond the clouds
Information, recommended information, maintenance notice information and three-dimensional panoramic model；
Information bank dispensing unit, for setting the corresponding attendant's information bank of each city equipment in server beyond the clouds, and
The failure of city equipment is divided into different grades, the different attendant of different grade correspondences；
Image information acquisition unit, for periodically obtaining state image information of the city equipment in different angles, and by state diagram
As information is sent to cloud server；
Fault level judging unit, for by cloud server by the three-dimensional panorama in state image information and cloud server
Model is matched, and after the match is successful, continuation judges the fault level of the city equipment；
Alternative personnel's matching unit, for being carried out from attendant's information bank of cloud server according to the fault level for determining
Alternative personnel's matching；After the match is successful, acquisition for mobile terminal personnel positioning information is held according to alternative personnel；
Apart from flow information acquiring unit, for the location information of alternative personnel to be projected into third party's map application platform,
Obtain each alternative personnel to the range information and traffic flow information of the city equipment；
Estimated used time information determination unit, for range information and traffic flow according to each alternative personnel to the city equipment
Amount information generates each alternative personal information to the estimated used time temporal information of the city equipment；
Final used time determining unit, for obtaining each alternative personnel's current task state, when task status is assigned, generation
Current task finishing time information, and estimated used time temporal information is modified according to task completion time information, obtain most
Whole time used time；
Alternative objects determining unit is performed, is held for most short alternative personnel of final time used time to be safeguarded as the city equipment
The object that row is safeguarded, and it is alternative that short alternative personnel of final time used time second are safeguarded into execution is safeguarded as the city equipment
Object；
Navigation information generates transmitting element, and the object and execution safeguarded are performed for being generated by third party's map application platform
The alternative objects of maintenance each reach the navigation information of the city equipment, and navigation information is sent to perform the object safeguarded with
And perform on the respective mobile terminal of alternative objects safeguarded；
Information feedback unit, cloud is sent to for after maintenance terminates, will perform the maintenance feedback information that the other side for safeguarding confirms
End server；
Repair message memory cell, for by cloud server by the maintenance record of the city equipment, maintenance time, safeguard people
Member's information Store is beyond the clouds on server.
5. the city equipment management service system of big data is based on as claimed in claim 4, it is characterised in that the final used time is true
Each alternative personnel's current task state is obtained in order unit, when task status is assigned, the current task deadline is generated
Information, and being modified to estimated used time temporal information according to task completion time information, obtaining final time used time includes；
Each alternative personnel's current task state is obtained, when task status is assigned, current task finishing time information is generated；
By the historical data of third party's map application platform to the traffic flow information after the completion of current task；
Estimated used time temporal information is modified according to traffic flow information and task completion time information, is finally used
When the time.
6. the city equipment management service system of big data is based on as claimed in claim 5, it is characterised in that described image is believed
Also include being believed in the status image of different angles obtaining city equipment according to the maintenance times of city equipment in breath acquiring unit
The cycle of breath is adjusted.
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| CN201611089105.4A CN106790414A (en) | 2016-12-01 | 2016-12-01 | City equipment management and maintenance method and system based on big data |
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| CN201611089105.4A CN106790414A (en) | 2016-12-01 | 2016-12-01 | City equipment management and maintenance method and system based on big data |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112767192A (en) * | 2021-01-11 | 2021-05-07 | 广州图胜电力工程有限公司 | Intelligent maintenance method for power equipment |
| CN114062843A (en) * | 2021-11-11 | 2022-02-18 | 广东卓维网络有限公司 | Power utilization fault inspection method and system |
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