CN108470386A - A kind of cable run intelligent inspection system based on GPS and cloud platform - Google Patents
A kind of cable run intelligent inspection system based on GPS and cloud platform Download PDFInfo
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- CN108470386A CN108470386A CN201810336057.7A CN201810336057A CN108470386A CN 108470386 A CN108470386 A CN 108470386A CN 201810336057 A CN201810336057 A CN 201810336057A CN 108470386 A CN108470386 A CN 108470386A
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- 238000007689 inspection Methods 0.000 title claims abstract description 127
- 238000012544 monitoring process Methods 0.000 claims abstract description 30
- 238000000034 method Methods 0.000 claims abstract description 14
- 230000008569 process Effects 0.000 claims abstract description 13
- 238000004519 manufacturing process Methods 0.000 claims description 4
- 230000002688 persistence Effects 0.000 claims description 3
- 230000004044 response Effects 0.000 claims description 3
- 238000007726 management method Methods 0.000 description 28
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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C1/00—Registering, indicating or recording the time of events or elapsed time, e.g. time-recorders for work people
- G07C1/20—Checking timed patrols, e.g. of watchman
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06K—GRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K17/00—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations
- G06K17/0022—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations arrangements or provisions for transferring data to distant stations, e.g. from a sensing device
- G06K17/0025—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations arrangements or provisions for transferring data to distant stations, e.g. from a sensing device the arrangement consisting of a wireless interrogation device in combination with a device for optically marking the record carrier
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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- G06Q50/06—Energy or water supply
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- H02J13/0075—
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04B—TRANSMISSION
- H04B5/00—Near-field transmission systems, e.g. inductive or capacitive transmission systems
- H04B5/70—Near-field transmission systems, e.g. inductive or capacitive transmission systems specially adapted for specific purposes
- H04B5/77—Near-field transmission systems, e.g. inductive or capacitive transmission systems specially adapted for specific purposes for interrogation
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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
- H04L67/01—Protocols
- H04L67/02—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
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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
- H04L67/01—Protocols
- H04L67/10—Protocols in which an application is distributed across nodes in the network
- H04L67/1095—Replication or mirroring of data, e.g. scheduling or transport for data synchronisation between network nodes
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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
- H04L67/01—Protocols
- 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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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E60/00—Enabling technologies; Technologies with a potential or indirect contribution to GHG emissions mitigation
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
- Y04S—SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
- Y04S40/00—Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them
- Y04S40/12—Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them characterised by data transport means between the monitoring, controlling or managing units and monitored, controlled or operated electrical equipment
- Y04S40/121—Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them characterised by data transport means between the monitoring, controlling or managing units and monitored, controlled or operated electrical equipment using the power network as support for the transmission
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- Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
- Y04S—SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
- Y04S40/00—Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them
- Y04S40/12—Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them characterised by data transport means between the monitoring, controlling or managing units and monitored, controlled or operated electrical equipment
- Y04S40/126—Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them characterised by data transport means between the monitoring, controlling or managing units and monitored, controlled or operated electrical equipment using wireless data transmission
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Abstract
A kind of cable run intelligent inspection system based on GPS and cloud platform belongs to inspection device field.It is divided into terminal monitoring point layer, inspection acquisition layer and cloud server layer three-decker;Monitoring point layer arranges passive label as information carrier in each monitoring point;Inspection acquisition layer is acquired the information of each inspection monitoring point and the data of monitoring point information acquired is uploaded to cloud server;Cloud server layer is recorded and is counted to the information of patrol officer using Intelligent treatment software, and is sent to management platform.Client/server architecture is used between its mobile terminal and cloud server, and browser/server framework is used between management platform and cloud server.It can judge the real work situation of patrol officer using the objective data of inspection, and the efficiency of management for improving administrative staff is conducive to.It can be widely used for equipment and the personal management field of electric inspection process.
Description
Technical field
The invention belongs to electric inspection process apparatus field more particularly to a kind of intelligent inspection systems for cable run.
Background technology
With the progress of the sustained, stable growth and science and technology of China's economic, the demand of electric power is greatly increased, electricity
The safe and stable operation of Force system is of great immediate significance to the rejuvenation and development of the daily production and living of people and country.
Nowadays, the development of power industry all plays extremely important effect to social every profession and trade, and nearly all field is all
Need the supply and support of power industry.Any delicate defect of system is likely to bring to country, society in power industry
The loss that can not be estimated is done so each Utilities Electric Co. of national grid will build the intelligent power system suitable for enterprise development
Security protection, the real-time online management and monitoring work of good power equipment, ensure the safe and stable running of intelligent power system, really
Protect the sustainable and stable development of state and society.
Cable run is the key equipment of urban distribution network, and safe operation is to ensure the important guarantor of Reliability of Power Supplying Net Work
Barrier.It is the key task that cable running safety is effectively ensured that electric power enterprise, which carries out inspection work,.
The true operation information and equipment fault, defect situation of power equipment are understood and grasped by inspection work, in real time
Power equipment operation is monitored online, to faulty equipment or there are the equipment of hidden danger to formulate repair schedule in time.
However, the relatively international rank of advanced units of the construction of China's inspection system also relatively falls behind, equipment safety potential problem is opposite
Seriously, many areas imperfect cruising inspection system at all.
What inspection at present mostly used is regular visit, i.e., carries out inspection to equipment in the defined time.Current domestic and international institute
The most of or artificial routine inspection mode of the cruising inspection system of use inspects periodically tour object by patrol officer.Therefore use people
Work inspection is still the important means of current inspection.
However, with the increase of power system capacity, the expansion of power grid scale and the raising of equipment complexity, equipment are patrolled
The task of inspection will be weighed increasingly, and regularly planned inspection can not reflect the operation conditions of equipment in real time at all, be unfavorable for pair
The prediction of equipment fault early stage sign and status assessment preferably is carried out to equipment, the inspection that electric power enterprise has all formulated equipment arranges
It applies, plan, while each patrol officer being required to fulfill equipment routing inspection rules and regulations, it is perfectly safe that inspection work is accomplished.
But it is whether conscientious for inspection work, whether patrol task is completed, the situation in place of patrol officer and patrol record management etc.
Problem depends entirely on the working attitude of patrol officer oneself, such manager without rationally effective management, measures for the supervision
It is difficult the truth for grasping inspection device in real time, patrol officer's arrival rate can not be supervised, it can not reasonably evaluation inspection
The working condition of personnel,
The work of inspection simultaneously mostly uses paper record, very not square to the inspection of patrol record, analysis, preservation and management etc.
Just, it can be seen that there is prodigious drawbacks for traditional power distribution patrol pattern.
In view of the present situation of electric inspection process, there is an urgent need for introduce advanced intelligent management system.
Invention content
Technical problem to be solved by the invention is to provide a kind of cable run intelligent patrol detection system based on GPS and cloud platform
System.It can realize electronization, informationization and the intelligent management of inspection work, improve inspection work quality, reduce management cost,
And the work load of patrol officer can be mitigated.
The technical scheme is that:A kind of cable run intelligent inspection system based on GPS and cloud platform is provided, it is special
Sign is:
The cable run intelligent inspection system is divided into terminal monitoring point layer, inspection acquisition layer and cloud server layer three
Layer structure;
The monitoring point layer arranges passive label as information carrier in each monitoring point;
The inspection acquisition layer constitutes mobile terminal by a hand-held frequency read/write, to the letter of each inspection monitoring point
Breath is acquired and the data of monitoring point information acquired is uploaded to cloud server;
The cloud server layer is recorded and is counted to the information of patrol officer using Intelligent treatment software, and is passed
It send to management platform;
The cable run intelligent inspection system, using the information carrier, at least one hand-held positioned at each monitoring point
Frequency read/write, 2G/3G networks, cloud server and a management platform constitute an electric inspection process and move job platform;
The cable run intelligent inspection system, according to the requirement of cruising inspection system, to need inspection key object or
Monitoring point is arranged in region, is needing to one unique ID of place setting of each inspection;
When patrol officer is arranged inspection work, each monitoring point is confirmed using hand-held frequency read/write;
Then it holds frequency read/write and utilizes 2G/3G networks, the ID of the information point detected and operation information are uploaded to cloud service
In device;
Cloud server is responsible for receiving the data that send over of hand-held frequency read/write of inspection acquisition layer and additional current
System time carries out record and statistical management to data later;
The cable run intelligent inspection system, the data transmitted by patrol officer and time, to inspection
The process of patrolling of personnel positions, to eliminating patrol officer's missing inspection, inspection possibility not in place, even data fabrication
It may;Meanwhile administrative staff also can counterweight point device or region operating status carry out in time, it is comprehensive check, it is right in time
Security risk in the presence of region or equipment is excluded;
The cable run intelligent inspection system can utilize the objective data of inspection to the real work feelings of patrol officer
Condition is judged, the efficiency of management for improving administrative staff is conducive to.
Specifically, the electric inspection process movement job platform uses browser/server structure and client/server
The framework that structure is combined;Wherein, client/server architecture, management platform and cloud are used between mobile terminal and cloud server
Browser/server framework is used between the server of end.
Specifically, the mobile terminal carries the mobile terminal application program based on Android operation system, it is responsible for information
Parsing, display and typing, realize check cable run when fill in inspection report, propose inspection application function.
Specifically, the management platform is the website of Web forms, it is responsible for parsing, display and the typing of information, system is provided
It works out a scheme, check result and resource management function.
Specifically, the server is responsible for responding the request of mobile terminal and management platform, relevant calling interface is provided,
And make corresponding response.
Specifically, the cloud server is responsible for persistence Various types of data, including inspection result, Ren Yuanxin in the database
Breath or substation information.
Specifically, the mobile terminal carries out information exchange in the form of 2G or 3G network with server.
Specifically, the management platform carries out information exchange by cable network or wireless WiFi with server.
Compared with the prior art, it is an advantage of the invention that:
1. realizing contactless inspection information collection using passive RFID tags, and complete by 2G/3G wireless networks in real time
At the synchronization of information server beyond the clouds, intellectual analysis is carried out to acquired information beyond the clouds, handles and summarizes, according to manager
Tour number, the perambulator etc. within the scope of each inspection point provided stipulated time can be arranged in the inspection standard of setting in detail;
2. inspection point provided exceeds the time limit not examine or perambulator and requirement are there are when deviation when occurring, system can accurate and effective record,
And it can be alarmed by modes such as short messages;
3. the systematic difference can improve the efficiency and quality of inspection, the informationization, standardization and intelligence of inspection are realized
Change, minimize missing inspection and false retrieval, it is horizontal to improve electric power netting safe running.
Description of the drawings
Fig. 1 is the system architecture schematic diagram of the present invention;
Fig. 2 is the overall structure diagram of intelligent inspection system of the present invention;
Specific implementation mode
The present invention will be further described below in conjunction with the accompanying drawings.
In Fig. 1, technical scheme of the present invention provides a kind of cable run intelligent patrol detection system based on GPS and cloud platform
System, inventive point are:
The cable run intelligent inspection system is divided into terminal monitoring point layer, inspection acquisition layer and cloud server layer three
Layer structure;
The monitoring point layer arranges passive label as information carrier in each monitoring point;
The inspection acquisition layer constitutes mobile terminal by a hand-held frequency read/write, to the letter of each inspection monitoring point
Breath is acquired and the data of monitoring point information acquired is uploaded to cloud server;
The cloud server layer is recorded and is counted to the information of patrol officer using Intelligent treatment software, and is passed
It send to management platform.
In Fig. 2, the cable run intelligent inspection system, using positioned at each monitoring point information carrier, at least one
A hand-held frequency read/write, 2G/3G networks, cloud server and a management platform constitute an electric inspection process and move operation
Platform.
The cable run intelligent inspection system, according to the requirement of cruising inspection system, to need inspection key object or
Monitoring point is arranged in region, is needing to one unique ID of place setting of each inspection;
When patrol officer is arranged inspection work, each monitoring point is confirmed using hand-held frequency read/write;
Then it holds frequency read/write and utilizes 2G/3G networks, the ID of the information point detected and operation information are uploaded to cloud service
In device;
Cloud server is responsible for receiving the data that send over of hand-held frequency read/write of inspection acquisition layer and additional current
System time carries out record and statistical management to data later;
The cable run intelligent inspection system, the data transmitted by patrol officer and time, to inspection
The process of patrolling of personnel positions, to eliminating patrol officer's missing inspection, inspection possibility not in place, even data fabrication
It may;Meanwhile administrative staff also can counterweight point device or region operating status carry out in time, it is comprehensive check, it is right in time
Security risk in the presence of region or equipment is excluded;
The cable run intelligent inspection system can utilize the objective data of inspection to the real work feelings of patrol officer
Condition is judged, the efficiency of management for improving administrative staff is conducive to.
Specifically, the electric inspection process movement job platform uses browser/server structure and client/server
The framework that structure is combined;Wherein, client/server architecture, management platform and cloud are used between mobile terminal and cloud server
Browser/server framework is used between the server of end.
Specifically, the mobile terminal carries the mobile terminal application program based on Android operation system, it is responsible for information
Parsing, display and typing, realize check cable run when fill in inspection report, propose inspection application function.
Specifically, the management platform is the website of Web forms, it is responsible for parsing, display and the typing of information, system is provided
It works out a scheme, check result and resource management function.
Specifically, the server is responsible for responding the request of mobile terminal and management platform, relevant calling interface is provided,
And make corresponding response.
Specifically, the cloud server is responsible for persistence Various types of data, including inspection result, Ren Yuanxin in the database
Breath or substation information.
Specifically, the mobile terminal carries out information exchange in the form of 2G or 3G network with server.
Specifically, the management platform carries out information exchange by cable network or wireless WiFi with server.
The present invention realizes contactless inspection information collection using passive RFID tags, and passes through 2G/3G wireless networks in real time
Network completes the synchronization of information server beyond the clouds, carries out intellectual analysis to acquired information beyond the clouds, handles and summarize, according to pipe
The inspection standard of reason person's setting, can set tour number, the perambulator etc. within the scope of each inspection point provided stipulated time in detail
It sets;Inspection point provided exceeds the time limit not examine or perambulator and requirement are there are when deviation when occurring, system can accurate and effective record, and can pass through
The modes such as short message are alarmed;The systematic difference can improve the efficiency and quality of inspection, realize informationization, the specification of inspection
Change and intelligent, minimize missing inspection and false retrieval, it is horizontal to improve electric power netting safe running.
The implementation of the technical program realizes electronization, informationization and the intelligent management of inspection work, improves inspection
Work quality can reduce management cost, and alleviate the work load of patrol officer, be the standardized operation box of cruising inspection system
Standardization is had laid a good foundation.
It the method can be widely used in equipment and the personal management field of electric inspection process.
Claims (8)
1. a kind of cable run intelligent inspection system based on GPS and cloud platform, it is characterized in that:
The cable run intelligent inspection system is divided into terminal monitoring point layer, inspection acquisition layer and cloud server layer three-layered node
Structure;
The monitoring point layer arranges passive label as information carrier in each monitoring point;
The inspection acquisition layer constitutes mobile terminal by a hand-held frequency read/write, to the information of each inspection monitoring point into
Row acquires and the data of monitoring point information acquired is uploaded to cloud server;
The cloud server layer is recorded and is counted to the information of patrol officer using Intelligent treatment software, and is sent to
Management platform;
The cable run intelligent inspection system, using information carrier, at least one hand-held radio frequency positioned at each monitoring point
Reader, 2G/3G networks, cloud server and a management platform constitute an electric inspection process and move job platform;
The cable run intelligent inspection system, according to the requirement of cruising inspection system, to needing key object or the region of inspection
Monitoring point is set, is being needed to one unique ID of place setting of each inspection;
When patrol officer is arranged inspection work, each monitoring point is confirmed using hand-held frequency read/write;Then
Hand-held frequency read/write utilizes 2G/3G networks, and the ID of the information point detected and operation information are uploaded in cloud server;
Cloud server is responsible for the data that the hand-held frequency read/write of reception inspection acquisition layer sends over and additional current system
Time carries out record and statistical management to data later;
The cable run intelligent inspection system, the data transmitted by patrol officer and time, to patrol officer
The process of patrolling positioned, to eliminate patrol officer's missing inspection, inspection possibility not in place, even data fabrication can
Energy;Meanwhile administrative staff also can counterweight point device or region operating status carry out in time, it is comprehensive check, in time to area
Security risk in the presence of domain or equipment is excluded;
The cable run intelligent inspection system, can utilize the objective data of inspection to the real work situation of patrol officer into
Row judges, is conducive to the efficiency of management for improving administrative staff.
2. the cable run intelligent inspection system described in accordance with the claim 1 based on GPS and cloud platform, it is characterized in that described
The framework that electric inspection process movement job platform is combined using browser/server structure and client/server configuration;Its
In, client/server architecture is used between mobile terminal and cloud server, using browsing between management platform and cloud server
Device/server architecture.
3. the cable run intelligent inspection system described in accordance with the claim 1 based on GPS and cloud platform, it is characterized in that described
Mobile terminal carries the mobile terminal application program based on Android operation system, is responsible for parsing, display and the typing of information, real
It now checks and fills in inspection report when cable run, proposes inspection application function.
4. the cable run intelligent inspection system described in accordance with the claim 1 based on GPS and cloud platform, it is characterized in that described
Management platform is the website of Web forms, is responsible for parsing, display and the typing of information, provides and make a plan, check result and resource
Management function.
5. the cable run intelligent inspection system described in accordance with the claim 1 based on GPS and cloud platform, it is characterized in that described
Server is responsible for responding the request of mobile terminal and management platform, provides relevant calling interface, and make corresponding response.
6. the cable run intelligent inspection system described in accordance with the claim 1 based on GPS and cloud platform, it is characterized in that the cloud
Server is held to be responsible for persistence Various types of data, including inspection result, personal information or substation information in the database.
7. the cable run intelligent inspection system described in accordance with the claim 1 based on GPS and cloud platform, it is characterized in that described
Mobile terminal carries out information exchange in the form of 2G or 3G network with server.
8. the cable run intelligent inspection system described in accordance with the claim 1 based on GPS and cloud platform, it is characterized in that described
Management platform carries out information exchange by cable network or wireless WiFi with server.
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Cited By (8)
Publication number | Priority date | Publication date | Assignee | Title |
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CN109884463A (en) * | 2018-12-30 | 2019-06-14 | 金华送变电工程有限公司 | A kind of detection of buried cable and standardized management method |
CN111093167A (en) * | 2019-12-25 | 2020-05-01 | 杭州凯达电力建设有限公司 | Wireless passive cable inspection temperature measurement system and method thereof |
CN111126751A (en) * | 2019-11-07 | 2020-05-08 | 天津大学 | Intelligent inspection and safety monitoring early warning system and method based on mobile interconnection |
CN111242535A (en) * | 2020-01-07 | 2020-06-05 | 贵阳货车帮科技有限公司 | Transportation route pushing method and device, electronic equipment and readable storage medium |
CN111866184A (en) * | 2020-08-17 | 2020-10-30 | 安徽南瑞继远电网技术有限公司 | Label-level electric power AI sample acquisition platform and use method thereof |
CN111915760A (en) * | 2020-08-17 | 2020-11-10 | 深圳市金万兴电线电缆实业有限公司 | Mobile intelligent inspection system for cable equipment |
CN113313221A (en) * | 2021-06-04 | 2021-08-27 | 广东新电电力科技有限公司 | Intelligent cable management system, method and device |
CN113822652A (en) * | 2021-09-26 | 2021-12-21 | 陕西能源研究院有限公司 | Power transformation operation and maintenance inspection system based on cloud platform and implementation method thereof |
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