CN107844938A - Power Material whole process management system and method based on RFID - Google Patents
Power Material whole process management system and method based on RFID Download PDFInfo
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- CN107844938A CN107844938A CN201711123627.6A CN201711123627A CN107844938A CN 107844938 A CN107844938 A CN 107844938A CN 201711123627 A CN201711123627 A CN 201711123627A CN 107844938 A CN107844938 A CN 107844938A
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- rfid
- background server
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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
- G06Q10/00—Administration; Management
- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
- G06Q10/087—Inventory or stock management, e.g. order filling, procurement or balancing against orders
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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 provisious for transferring data to distant stations, e.g. from a sensing device
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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
- G06Q10/00—Administration; Management
- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
- G06Q10/083—Shipping
- G06Q10/0833—Tracking
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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
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/06—Electricity, gas or water supply
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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
- Y04S10/00—Systems supporting electrical power generation, transmission or distribution
- Y04S10/50—Systems or methods supporting the power network operation or management, involving a certain degree of interaction with the load-side end user applications
Abstract
The embodiment of the invention discloses a kind of Power Material whole process management system and method based on RFID, wherein the system includes:The RFID being fixed on Power Material, the PDA intelligent hand-held terminals of production link are arranged on, the RFID reader of storage link is arranged on, is arranged on the RFID reader of outbound link, the GPS on-vehicle positioning terminals that the PDA intelligent hand-held terminals of transit link are set and are arranged on the vehicle of transporting power goods and materials, and it is arranged on the PDA intelligent hand-held terminals of equipment operation link;Also include the electronics material Management System of local side, the electronics material Management System includes background server.The technical scheme of the embodiment of the present invention can realize the uninterrupted monitoring of Power Material, realize controllable trace to the source.
Description
Technical field
The present invention relates to electronic technology field, particularly a kind of Power Material whole process management system and side based on RFID
Method.
Background technology
Electric power material management runs through the whole process of power generation, directly affects the safety and cost of investment of power generation,
It is an important ring for electric power enterprise production management.With the development of computer communication technology, ERP system, e-commerce platform, thing
The information system applications such as deployment platform are provided in electric power material management, improve intensive, the fine-grained management water of Power Material
It is flat.Meanwhile as electrical network business operation development and scale constantly expand, the distribution of the Power Material that is managed is wide, quantity is big, unit
The features such as value height and frequent adjustment, is more and more obvious.Under existing related management system, existence information distortion and hysteresis cause
Account in fact can not be synchronous in time, and construction and production division can not carry out equipment optimization allotment in time, causes goods and materials idle or excessively builds
If the problems such as, seriously affect the utilization ratio of Power Material and the accurately and timely property of financial report.
Recently as the fast development of technology of Internet of things, based on REID
The Internet of Things of (RadioFrequencyIdentification, abbreviation RFID) is applied also to be carried out in power industry handling of goods and materials
A variety of practices, but find following problem be present in actual applications:
1st, current handling of goods and materials mainly also focuses on the management of the specific link of goods and materials, to full stream of the goods and materials from producing to putting into operation
Thread management lacks visual control, without the operation flow of closed loop handling of goods and materials end to end.2nd, not to goods and materials motion track
Visual control management, the state of goods and materials can not be grasped in real time;
3rd, materiel code mode is more, but does not seek unity of standard;
4th, after being used as field apparatus at the goods and materials scene of putting into operation, goods and materials attribute fortune inspection personnel can not grasp in time.
The content of the invention
For problems of the prior art, the purpose of the embodiment of the present invention, which is to provide one kind, more accurately to be managed
The Power Material whole process management system and method based on RFID of Power Material.
To achieve these goals, the embodiment of the present invention proposes a kind of Power Material Whole Course Management system based on RFID
System, including:The RFID being fixed on Power Material, it is arranged on the PDA intelligent hand-held terminals of production link, is arranged on
Be put in storage the RFID reader of link, be arranged on the RFID reader of outbound link, the PDA intelligent handholds for being arranged on transit link are whole
The GPS on-vehicle positioning terminals on the vehicle of transporting power goods and materials are held and be arranged on, and are arranged on the PDA intelligence of equipment operation link
Can handheld terminal;Also include the electric power material management system of local side, the electric power material management system includes background server;
The PDA intelligent hand-held terminals in production link are provided with by network connection background server, to receive backstage
Server is according to the regular materiel code generated of pre-arranged code and is written in the RFID on Power Material;
It is provided with all connecting background server in the PDA intelligent hand-held terminals and GPS on-vehicle positioning terminals of transit link,
So that the materiel code in the RFID on the Power Material is scanned by PDA intelligent hand-held terminals in entrucking to determine
The vehicle that the Power Material is loaded, and communicated in real time with background server by GPS on-vehicle positioning terminals to determine electricity in real time
The location of power goods and materials;
It is provided with connecting background server in the RFID reader of storage link, to read electric power thing when unloading storage
The materiel code in RFID in money is simultaneously sent to background server;
It is provided with connecting background server in the RFID reader of outbound link, to read electricity in Power Material outbound
The materiel code in RFID on power goods and materials is simultaneously sent to background server;
It is provided with connecting background server in the PDA intelligent hand-held terminals of operation link, is put into operation in Power Material
The materiel code in the RFID on Power Material is read afterwards and is sent to background server.
Further, the system also includes:The electric power material management system of the local side also includes system client, described
System client passes through network connection background server.
Further, the PDA intelligent hand-held terminals for being arranged on operation link connect backstage by mobile radio network and taken
Business device.
Further, the background server comprises at least according to the materiel code of pre-arranged code rule generation:For marking
Know material type COM code, for identifying the row item number of bullets, with Chinese identify equipment random generation with
Machine sequence number.
Meanwhile to also proposed a kind of Power Material based on RFID using as described in preceding any one complete for the embodiment of the present invention
The management method of course management system, including:
When supplier is manufacturing electric power material, the goods and materials for being generated background server using PDA intelligent hand-held terminals are compiled
Code is written in the RFID being fixed on Power Material;
When dispatching from the factory transport, the thing in the RFID on the Power Material is scanned by PDA intelligent hand-held terminals
Money coding is communicated with background server in real time with determining vehicle that the Power Material is loaded by GPS on-vehicle positioning terminals
To determine the location of Power Material in real time;
By materiel code of the RFID reader in the RFID when unloading storage on reading Power Material simultaneously
It is sent to background server;
The materiel code in the RFID on RFID reader reading Power Material and transmission are utilized in outbound
To background server;
After Power Material puts into operation, the RFID on Power Material is read using PDA intelligent hand-held terminals
Interior materiel code is simultaneously sent to background server.
The above-mentioned technical proposal of the present invention has the beneficial effect that:Above-mentioned technical proposal by RFID technique, GPS technology and
The integrated management system for providing the Power Material overall process based on RFID of Mobile solution technology.Made using RFID
For the carrier of material information, by GPS technology track and localization goods and materials in way state, multidate information is carried out by mobile terminal APP
Interaction, realize the real-time location tracking and Whole Course Management of goods and materials.Complete Power Material from production, transport, storage, allotment,
The relevant information record of the operation flows such as fortune inspection and retrieval, while flow of material efficiency is improved, increase goods and materials management and control dynamics.
Goods and materials are promoted to be docked with management such as supplier, production runs, so as to really realize goods and materials Whole Course Management.
Brief description of the drawings
Fig. 1 is the Power Material whole process management system configuration diagram based on RFID that the embodiment of the present invention proposes;
Fig. 2 is Power Material coding schematic diagram in the embodiment of the present invention.
Embodiment
In order to illustrate that it is further detailed that a kind of base of the present invention is made to the present invention with reference to the accompanying drawings and detailed description
Explanation.
For it is existing based on RFID logistic management system power domain operational effect is bad the problem of, the present invention is real
Apply example and propose a kind of Power Material whole process management system and method based on RFID.
As shown in Figure 1, the system of the embodiment of the present invention includes:The RFID 2 being fixed on Power Material 1,
The PDA intelligent hand-held terminals 3 of production link are arranged on, the RFID reader 6 of storage link is arranged on, is arranged on outbound link
RFID reader 7, it is arranged on the PDA intelligent hand-held terminals 4 of transit link and is arranged on the vehicle of transporting power goods and materials 1
GPS on-vehicle positioning terminals 5, and it is arranged on the PDA intelligent hand-held terminals 8 of putting equipment in service link;Also include the electric power thing of local side
Management system is provided, the electronics material Management System includes background server 10;
The PDA intelligent hand-held terminals 3 in production link are provided with by network connection background server 10, after reception
Platform server 10 is according in the pre-arranged code rule materiel code generated and the RFID 2 being written on Power Material 1.
Goods and materials extension information is sent to background server 10 by PDA intelligent hand-held terminals 3 simultaneously;
It is provided with all connecting background service in the PDA intelligent hand-held terminals 4 and GPS on-vehicle positioning terminals 5 of transit link
Device 10, compiled with scanning the goods and materials in the RFID 2 on the Power Material 1 by PDA intelligent hand-held terminals 4 in entrucking
Code to determine vehicle that the Power Material is loaded, and communicated in real time with background server 10 by GPS on-vehicle positioning terminals 5 with
The location of Power Material 1 is determined in real time;
It is provided with connecting background server 10 in the RFID reader 6 of storage link, to read electricity when unloading storage
The materiel code in RFID 2 on power goods and materials 1 is simultaneously sent to background server 10;
It is provided with connecting background server 10 in the RFID reader 7 of outbound link, to read in 1 outbound of Power Material
Take the materiel code in the RFID 2 on Power Material 1 and be sent to background server 10;
It is provided with connecting background server 10 in the PDA intelligent hand-held terminals 8 of operation link, when Power Material 1 is put into
The materiel code in the RFID 2 on Power Material 1 is read after operation and is sent to background server 10.
As shown in Figure 1, the Power Material whole process management system of local side also includes system client 9, the system visitor
Family end 9 connects background server 10 by network 11.So can remotely it be connected by the smart machine provided with system client
Background server 10, to carry out data exchange at any time;
The PDA intelligent hand-held terminals 3 in production link are provided with by network connection background server 10, after reception
Platform server 10 is according in the pre-arranged code rule materiel code generated and the RFID 2 being written on Power Material 1.
Goods and materials extension information is sent to background server 10 by PDA intelligent hand-held terminals 3 simultaneously;
It is provided with all connecting background service in the PDA intelligent hand-held terminals 4 and GPS on-vehicle positioning terminals 5 of transit link
Device 10, compiled with scanning the goods and materials in the RFID 2 on the Power Material 1 by PDA intelligent hand-held terminals 4 in entrucking
Code to determine vehicle that the Power Material is loaded, and communicated in real time with background server 10 by GPS on-vehicle positioning terminals 5 with
The location of Power Material 1 is determined in real time;
It is provided with connecting background server 10 in the RFID reader 6 of storage link, to read electricity when unloading storage
The materiel code in RFID 2 on power goods and materials 1 is simultaneously sent to background server 10;
It is provided with connecting background server 10 in the RFID reader 7 of outbound link, to read in 1 outbound of Power Material
Take the materiel code in the RFID 2 on Power Material 1 and be sent to background server 10;
It is provided with connecting background server 10 in the PDA intelligent hand-held terminals 8 of operation link, when Power Material 1 is put into
The materiel code in the RFID 2 on Power Material 1 is read after operation and is sent to background server 10.
As shown in Figure 1, the Power Material whole process management system of the local side also includes system client 9, the system
System client 9 passes through network connection background server 10.
As shown in Figure 1, the PDA intelligent hand-held terminals for being arranged on transit link and running link pass through mobile wireless
Net 12 connects background server 10.
Wherein, PDA intelligent hand-held terminals 3,4 and 8 are the intelligent terminal provided with Mobile solution APP.
As shown in Figure 2, wherein background server 10 comprises at least according to the materiel code of pre-arranged code rule generation:With
In the COM code of mark material type, for identifying the row item number of bullets, the random generation of equipment is identified with Chinese
Random sequence number.
Meanwhile to also proposed a kind of Power Material based on RFID using as described in preceding any one complete for the embodiment of the present invention
The management method of course management system, including:
Supplier is when manufacturing Power Material, the materiel code that is generated background server using PDA intelligent hand-held terminals
It is written in the RFID being fixed on Power Material;
When dispatching from the factory transport, the thing in the RFID on the Power Material is scanned by PDA intelligent hand-held terminals
Money coding is communicated with background server in real time with determining vehicle that the Power Material is loaded by GPS on-vehicle positioning terminals
To determine the location of Power Material in real time;
By materiel code of the RFID reader in the RFID when unloading storage on reading Power Material simultaneously
It is sent to background server;
The materiel code in the RFID on RFID reader reading Power Material and transmission are utilized in outbound
To background server;
After Power Material puts into operation, the RFID on Power Material is read using PDA intelligent hand-held terminals
Interior materiel code is simultaneously sent to background server.
Below in conjunction with Fig. 1 and Fig. 2, illustrated with a specific example:
1st, the system of the embodiment of the present invention include Power Material 1, RFID 2, electronic label read/write 6 and 7,
PDA intelligent hand-held terminals 3,4 and 8, GPS on-vehicle positioning terminals 5, material Management System client 9, the backstage for data storage
Server 10, the network equipment 11 and mobile radio communication network 12 for communication.
2nd, Power Material 1 refers to order goods after put into operation to the end since producing supplier the goods and materials of onsite application, including
Distribution transformer, breaker, comprehensive metering case, high-pressure vacuum switch, arrester etc. on bar.RFID 2 refers to by spy
Absorbing material and electronic chip packaging processed, can better adapt to outdoor rugged environment and in the case of electromagnetic interference more
Effect is read by force.
3rd, goods and materials whole process management system background server 10 generates 20 goods and materials according to the coding rule shown in Fig. 1 and compiled
Code, PDA intelligent hand-held terminals 3 are handed down to by data wire by materiel code.Material Management System handheld terminal PDA3 again with
Materiel code is written in electronic tag by RFID 1 by untouchable connection.Electronic tag is handed down to goods and materials confession
Answer business.In production scene, RFID 2 and Power Material 1 correspond and are fixed on the surface of Power Material 1.Supplier
Goods and materials extension information is saved in PDA with intelligent hand-held terminal 3, and handling of goods and materials is sent information to by mobile radio network
System background server 10.
4th, PDA intelligent hand-held terminals 4,8 refer to the intelligent terminal containing Mobile solution APP, and it can not only be used for scanning RFID
Read write line, can also be as the intelligent terminal of Mobile solution.
5th, the Power Material 1 for posting RFID 2 is encased in the vehicle of GPS on-vehicle positioning terminals 5.GPS
On-vehicle positioning terminal 5 sends goods and materials positional information by mobile radio network 12 to background server 10 in real time, background server
10 show goods and materials real time position to graphically with reference to GIS technology in system client 9;
6th, electronic label read/write 6,7 uses fixed electronic label read/write, while can aid in using hand-held
Read write line.Fixed tag read-write equipment 6,7 is equipped with camera device, and is fixedly provided in the import in warehouse and important channel
Position, stock clerk is facilitated to be written and read by fixed tag read-write equipment to the information of electronic tag.Electronic tag is read
Device is write, 6,7 is connected by data wire with management system client 9 and carries out data exchange.Management system client 9 passes through network
The wired or wireless network that equipment 11 is provided is connected with background server 10 and carries out data exchange.
4th, during materials warehousing, the electronic tag 1 that electronic label read/write 6 scans goods and materials obtains materiel code, passes through data
Line sends materiel code to management system client 9, and management system client 9 exchanges number by network 12 with background server 10
According to obtaining the relevant informations of the goods and materials.Warehouse keeper's verification system information and material object, prompted after errorless by system client 9 by thing
Money is put into corresponding shelf.Submitted a question if in kind and information is wrong and produce alarm to background server 10, background server 10
Information, and by alarm information pushing to management system client 9.
5th, during goods and materials outbound, the scanning electron label of electronic label read/write 7 obtains materiel code, by data wire to management
System client 9 sends materiel code, and management system client 9 carries out data interaction by network 11 and background server 10,
The outbound information of the goods and materials is obtained, and is shown in management system client 9.Warehouse keeper's cross-check information, and in management system client
Fill in cross-check information and be sent to background server 10 in end 9.The electronic label read-write of each main positions is mounted in goods and materials moving process
Automatically scanning is recorded goods and materials situation of movement by device 7, and generates motion track in handling of goods and materials client 9.
6th, equipment operation phase, staff hold the scanning electron label 1 of PDA intelligent hand-held terminals 8 and read materiel code,
Goods and materials data are obtained from background server 10 by mobile radio network 12, shown in PDA intelligent mobile terminals 8.In a network
In the case of disconnected, offline goods and materials data are read from PDA intelligent hand-held terminals 8, and show in mobile terminal APP.
Described above is the preferred embodiment of the present invention, it is noted that for those skilled in the art
For, on the premise of principle of the present invention is not departed from, some improvements and modifications can also be made, these improvements and modifications
It should be regarded as protection scope of the present invention.
Claims (5)
- A kind of 1. Power Material whole process management system based on RFID, it is characterised in that including:It is fixed on Power Material RFID, the PDA intelligent hand-held terminals of production link are arranged on, the RFID reader of storage link is arranged on, sets In the RFID reader of outbound link, it is arranged on the PDA intelligent hand-held terminals of transit link and is arranged on transporting power goods and materials GPS on-vehicle positioning terminals on vehicle, and it is arranged on the PDA intelligent hand-held terminals of equipment operation link;Also including local side Electronics material Management System, the electronics material Management System include background server;The PDA intelligent hand-held terminals in production link are provided with by network connection background server, to receive background service Device is according to the regular materiel code generated of pre-arranged code and is written in the RFID on Power Material, and in PDA intelligence Goods and materials extension information can be inputted in handheld terminal, be saved in by network connection in background server;Be provided with all connecting background server in the PDA intelligent hand-held terminals and GPS on-vehicle positioning terminals of transit link, with The materiel code in the RFID on the Power Material is scanned by PDA intelligent hand-held terminals during entrucking to determine the electricity The vehicle that power goods and materials are loaded, and communicated in real time with background server by GPS on-vehicle positioning terminals to determine electric power thing in real time The location of money;It is provided with connecting background server in the RFID reader of storage link, to read on Power Material when unloading storage RFID in materiel code and be sent to background server;It is provided with connecting background server in the RFID reader of outbound link, to read electric power thing in Power Material outbound The materiel code in RFID in money is simultaneously sent to background server;It is provided with connecting background server in the PDA intelligent hand-held terminals of operation link, to reach operation ring in Power Material The materiel code in the RFID on Power Material is read during border and is sent to background server.
- 2. the producer goods whole process management system according to claim 1 based on RFID, it is characterised in that including:Institute Stating the electronics material Management System of local side also includes system client, and the system client passes through network connection background service Device.
- 3. the producer goods whole process management system according to claim 1 based on RFID, it is characterised in that the setting Background server is connected by mobile radio network in the PDA intelligent hand-held terminals of operation link.
- 4. the producer goods whole process management system according to claim 1 based on RFID, it is characterised in that the backstage Server comprises at least according to the materiel code of pre-arranged code rule generation:For identifying the COM code of material type, it is used for The row item number of bullets is identified, the random sequence number of the random generation of equipment is identified with Chinese.
- A kind of 5. management of producer goods whole process management system based on RFID using as described in claim any one of 1-4 Method, it is characterised in that including:When manufacturing Power Material, the materiel code for being generated background server using PDA intelligent hand-held terminals is write for supplier Background server is sent to being fixed in the RFID on Power Material, and by goods and materials extension information;In fortune of dispatching from the factory When defeated, the materiel code in the RFID on the Power Material is scanned by PDA intelligent hand-held terminals to determine the electricity The vehicle that power goods and materials are loaded, and communicated in real time with background server by GPS on-vehicle positioning terminals to determine electric power thing in real time The location of money;By RFID reader unload storage when read Power Material on RFID in materiel code and transmission To background server;The materiel code in the RFID on Power Material is read using RFID reader in outbound and after being sent to Platform server;After Power Material runs use, read using PDA intelligent hand-held terminals in the RFID on Power Material Materiel code is simultaneously sent to background server.
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CN108564483A (en) * | 2018-04-03 | 2018-09-21 | 国网上海市电力公司 | A kind of pole transformer management system and method based on RFID electronic label |
CN109087038A (en) * | 2018-07-12 | 2018-12-25 | 中建科技(福州)有限公司 | A kind of prefabricated components in-out-storehouse management method and system based on RFID technique |
CN109087038B (en) * | 2018-07-12 | 2022-01-04 | 中建科技(福州)有限公司 | Prefabricated part warehouse entry and exit management method and system based on RFID technology |
CN110245730A (en) * | 2019-05-24 | 2019-09-17 | 国网河北省电力有限公司衡水供电分公司 | A method of goods and materials are managed based on dynamic coding |
CN110751428A (en) * | 2019-09-03 | 2020-02-04 | 南京美桥信息科技有限公司 | Real-time monitoring system and method suitable for medical material distribution |
CN111598288A (en) * | 2020-02-29 | 2020-08-28 | 贵州电网有限责任公司 | Material demand prediction management method based on material overall process data |
CN111931879A (en) * | 2020-06-30 | 2020-11-13 | 成都九洲电子信息系统股份有限公司 | Logistics equipment data rapid acquisition management system based on RFID |
CN113822571A (en) * | 2021-09-23 | 2021-12-21 | 国网黑龙江省电力有限公司电力科学研究院 | Material quality detection intelligent management and control system based on ubiquitous power internet of things technology |
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