CN114189537A - Equipment management system and method - Google Patents

Equipment management system and method Download PDF

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Publication number
CN114189537A
CN114189537A CN202111493849.3A CN202111493849A CN114189537A CN 114189537 A CN114189537 A CN 114189537A CN 202111493849 A CN202111493849 A CN 202111493849A CN 114189537 A CN114189537 A CN 114189537A
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data
layer
equipment
application
managed
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陈少敏
戴争干
陈韵
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Guangdong Power Grid Co Ltd
Qingyuan Power Supply Bureau of Guangdong Power Grid Co Ltd
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Guangdong Power Grid Co Ltd
Qingyuan Power Supply Bureau of Guangdong Power Grid Co Ltd
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Priority to CN202111493849.3A priority Critical patent/CN114189537A/en
Publication of CN114189537A publication Critical patent/CN114189537A/en
Pending legal-status Critical Current

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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/12Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06KGRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K17/00Methods 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
    • G06K17/0022Methods 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
    • G06K17/0029Methods 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 the arrangement being specially adapted for wireless interrogation of grouped or bundled articles tagged with wireless record carriers
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q10/00Administration; Management
    • G06Q10/08Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
    • G06Q10/087Inventory or stock management, e.g. order filling, procurement or balancing against orders
    • G06Q10/0875Itemisation or classification of parts, supplies or services, e.g. bill of materials
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16YINFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y20/00Information sensed or collected by the things
    • G16Y20/20Information sensed or collected by the things relating to the thing itself
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16YINFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y30/00IoT infrastructure
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16YINFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y40/00IoT characterised by the purpose of the information processing
    • G16Y40/10Detection; Monitoring
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16YINFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y40/00IoT characterised by the purpose of the information processing
    • G16Y40/20Analytics; Diagnosis
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/04Network management architectures or arrangements
    • H04L41/044Network management architectures or arrangements comprising hierarchical management structures
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/22Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks comprising specially adapted graphical user interfaces [GUI]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/80Services using short range communication, e.g. near-field communication [NFC], radio-frequency identification [RFID] or low energy communication

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  • Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Business, Economics & Management (AREA)
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Abstract

The embodiment of the invention discloses a device management system, which comprises: a sensing layer, a network layer, an application layer and a platform layer; the sensing layer is used for acquiring the equipment data of the equipment to be managed and transmitting the equipment data to the application layer through the network layer for processing; the network layer is used for establishing network access, data transmission, data interaction and data storage in the system; the application layer is used for calculating and processing the device data collected by the sensing layer and providing functional application for a user; the platform layer is used for providing basic services required in the development, test and operation processes for the application layer. The equipment management system provided by the embodiment of the invention can realize intelligent management on various kinds of equipment, and solves the problems of low searching and checking work efficiency, inaccurate positioning, poor theft prevention and the like of the traditional equipment management.

Description

Equipment management system and method
Technical Field
The invention relates to the technical field of Internet of things, in particular to a device management system and method.
Background
With the rapid development of the internet of things industry, it is very important to explore and promote the ecological construction of the internet of things industry chain. The RFID technology which is rapidly started in recent years, particularly the active and passive RFID anti-theft positioning real-time inventory technology which integrates sensing and sensing, makes IT asset management work 'transparent' really possible.
IT equipment has become an indispensable composition in enterprise assets, enterprises are getting bigger and bigger at any time, personnel are getting more and more, IT equipment is also getting more and more popular, for modern enterprises, IT equipment is many in variety (desktop, notebook computer, scanner, printer, etc.), simultaneously the quantity is huge, the place is scattered, the daily management of equipment has become the important composition of operation and maintenance personnel, the IT equipment management that adopts at present is based on artifical field statistics basically, manage with the mode of regularly or irregularly checking, such solution has following problems:
(1) the high frequency of deployment results in high error rates, mainly implemented as manual recording for asset scheduling.
(2) The management difficulty is high, the inventory period is long, the experience links are many, and the total number is not high.
(3) The utilization rate is low, the summary of the historical situation is unclear, and errors are generated between manual checking and actual checking.
(4) The real-time performance is low, the information is input and processed asymmetrically after the fact in a manual mode.
Disclosure of Invention
The embodiment of the invention provides a device management system and a device management method, which can realize intelligent management of various devices and solve the problems of low checking and checking efficiency, inaccurate positioning, poor theft prevention and the like of the traditional device management.
In a first aspect, an embodiment of the present invention provides an apparatus management system, including: a sensing layer, a network layer, an application layer and a platform layer;
the sensing layer is used for acquiring equipment data of equipment to be managed and transmitting the equipment data to the application layer through the network layer for processing;
the network layer is used for establishing network access, data transmission, data interaction and data storage in the system;
the application layer is used for calculating and processing the equipment data collected by the sensing layer and providing functional application for a user;
the platform layer is used for providing basic services required in the development, test and operation processes for the application layer.
Further, the device to be managed includes an identification card corresponding to the device itself, and the acquiring device data of the device to be managed includes: and collecting the identification card data, and determining the identification card data as the equipment data of the equipment to be managed.
Further, the sensing layer comprises a data acquisition component, a local communication component and a monitoring alarm component;
the data acquisition part comprises a radio frequency identification collector, a radio frequency identification reader-writer, an anti-metal source tag and a narrow-band Internet of things positioning tag;
the local communication component is used for sending the collected equipment data to the network layer;
the monitoring alarm component is used for sending an alarm signal when the identification card data is collected at a set position.
Further, the data acquisition component adopts Radio Frequency Identification (RFID) technology; the local communication part adopts a narrow-band Internet of things technology.
Further, the platform layer is developed by adopting a database connection technology and/or a setting development technology.
Further, the functional applications provided by the application layer comprise a fine management application, a remote anti-theft monitoring application, a report management application, an asset rapid inspection application and an asset inventory management application.
Further, the basic services provided by the platform layer include basic data management, asset management, real-time monitoring, statistical analysis, system maintenance and alarm monitoring.
In a second aspect, an embodiment of the present invention further provides a device management method, where the method is executed by the foregoing system, and includes:
the sensing layer collects equipment data of equipment to be managed and transmits the equipment data to the application layer;
the application layer responds to the operation of a user and acquires target information of the equipment to be managed;
and displaying the target information on a user interface.
Further, the sensing layer collects device data of the device to be managed, and the method includes:
the data acquisition part acquires identification card data in the equipment to be managed;
and determining the identification card data as the equipment data of the equipment to be managed.
Further, the target information includes position change information, state change information, remote identification information and theft alarm information.
The embodiment of the invention discloses a device management system, which comprises: a sensing layer, a network layer, an application layer and a platform layer; the sensing layer is used for acquiring the equipment data of the equipment to be managed and transmitting the equipment data to the application layer through the network layer for processing; the network layer is used for establishing network access, data transmission, data interaction and data storage in the system; the application layer is used for calculating and processing the device data collected by the sensing layer and providing functional application for a user; the platform layer is used for providing basic services required in the development, test and operation processes for the application layer. The equipment management system provided by the embodiment of the invention can realize intelligent management on various kinds of equipment, and solves the problems of low searching and checking work efficiency, inaccurate positioning, poor theft prevention and the like of the traditional equipment management.
Drawings
Fig. 1 is a diagram of a device management system architecture according to a first embodiment of the present invention;
fig. 2 is a schematic diagram of a device management system according to a first embodiment of the present invention;
fig. 3 is a flowchart of a device management method in the second embodiment of the present invention.
Detailed Description
The present invention will be described in further detail with reference to the accompanying drawings and examples. It is to be understood that the specific embodiments described herein are merely illustrative of the invention and are not limiting of the invention. It should be further noted that, for the convenience of description, only some of the structures related to the present invention are shown in the drawings, not all of the structures.
Example one
Fig. 1 is an architecture diagram of a device management system according to an embodiment of the present invention, which is applicable to a case of managing IT devices. As shown in fig. 1, the method specifically includes: a sensing layer, a network layer, an application layer and a platform layer.
The sensing layer is used for acquiring equipment data of the equipment to be managed and transmitting the equipment data to the application layer through the network layer for processing; the network layer is used for establishing network access, data transmission, data interaction and data storage in the system; the application layer is used for calculating and processing the device data collected by the sensing layer and providing functional application for a user; the platform layer is used for providing basic services required in the development, test and operation processes for the application layer.
Specifically, the devices to be managed may be various types of IT devices that need to be managed, such as a desktop, a notebook, a scanner, a printer, and the like; the device data may be data such as the number, location, loan information, and warehousing information of the devices.
In this embodiment, the device to be managed includes an identification card corresponding to the device itself, and acquiring device data of the device to be managed includes: and collecting identification card data, and determining the identification card data as the equipment data of the equipment to be managed.
Alternatively, the identification card may be an active or passive identification card using sensing technology, such as a Radio Frequency Identification (RFID) identification card, a Global Positioning System (GPS) identification card, or the like. Each device to be managed may correspond to an identification card in which device data of the corresponding device is stored. The active identification card can periodically transmit signals according to a preset rule, and when the identification card enters an action area of the reader-writer, the reader-writer acquires information transmitted by the identification card, so that the identification process of the identification card is completed; the passive identification card receives microwave signals transmitted by the reader-writer and obtains energy through the electromagnetic induction coil to supply power to the passive identification card for a short time, so that information exchange is completed. Therefore, the active identification card can actively transmit signals to the reader-writer in the action area, the passive identification card cannot actively transmit signals, and data acquisition can be completed in modes of identifying by using a handheld data acquisition device by equipment management personnel and the like.
In the embodiment, the sensing layer comprises a data acquisition component, a local communication component and a monitoring alarm component; the data acquisition part comprises a radio frequency identification collector, a radio frequency identification reader-writer, an anti-metal passive tag and a narrow-band Internet of things positioning tag; the local communication component is used for sending the acquired equipment data to the network layer; the monitoring alarm component is used for sending an alarm signal when the identification card data is collected at a set position.
The Radio Frequency Identification (RFID) collector, also called a checking machine and a palm computer, integrates a bar code scanning device and an RFID technology with a data terminal, and is provided with terminal computer equipment with a battery capable of off-line operation. Radio Frequency Identification (RFID) readers, also known as "RFID readers," i.e., radio frequency identification, can automatically identify a target object and obtain related data through a radio frequency identification signal. The anti-metal passive tag is a passive radio frequency tag, adopts a frequency hopping working mode, has anti-interference capability, and can be used for user-defined reading and writing of standard data. A Narrow-Band Internet of Things (NB-IoT) positioning tag is an important branch of the Internet of everything, and NB-IoT is constructed in a cellular network and can be directly deployed in a Global System for Mobile Communication (GSM) network, a Universal Mobile Telecommunications System (UMTS) network or a Long Term Evolution (LTE) network.
In the embodiment, the data acquisition component adopts the radio frequency identification RFID technology; the local communication part adopts a narrow-band Internet of things technology.
The RFID technology performs non-contact bidirectional data communication in a radio frequency manner, and reads and writes a recording medium (an electronic tag or a radio frequency card), thereby achieving the purpose of identifying a target and exchanging data. The narrowband Internet of things NB-IoT technology utilizes a cellular network connection technology to coexist with an existing network, realizes multiplexing of the existing network, and can be directly deployed on an 2/3/4G network, so that the effects of low cost, low power consumption, wide coverage and the like are achieved.
Optionally, the sensing layer may perform information processing by using a sensing technology, including signal preprocessing, post-processing, feature extraction and selection, and the like, and simultaneously identify, compare, classify and judge the association relationship model between the identified object and the feature information and the input feature information set, thereby obtaining and transmitting huge and high-quality information.
In this embodiment, the platform layer is developed using database connectivity techniques and/or settings development techniques.
Optionally, the platform layer may use Java Database Connectivity (JDBC) technology and a JDBC Application Programming Interface (API) standard Structured Query Language (SQL) Database access Interface, so that system development can write a Database Application program using a standard Java API, thereby connecting the Database and directly calling SQL commands to execute various SQL statements and storage processes with IN and OUT parameters.
Optionally, the platform layer may also adopt a Java Enterprise Edition (Java EE) architecture to develop and deploy a portable, robust, scalable and secure IT asset management system, and use related technologies such as an Enterprise Java Beans (EJB) specification, a Java Server Faces (JSF) specification, and a Java persistent API (Java persistent API, JPA) included in Java EE to achieve the effects of simpler system development process, higher efficiency, more convenient maintenance, and the like.
In this embodiment, the functional applications provided by the application layer include a fine management application, a remote anti-theft monitoring application, a report management application, an asset rapid inspection application, and an asset inventory management application.
Optionally, the application layer may provide a user with a desired function application, including but not limited to a fine management application for recording information such as a device borrowing/returning situation, a device entering/exiting situation, and the like, a remote anti-theft monitoring application for providing functions such as a device leaving reminding function, a device abnormality warning function, and the like, a report management application for performing statistics on information such as the number and the position of devices, and an asset rapid inspection application and an asset inventory management application for a user to perform device inspection and inventory.
In this embodiment, the basic services provided by the platform layer include basic data management, asset management, real-time monitoring, statistical analysis, system maintenance, and alarm monitoring.
Optionally, the platform layer may be a software platform for providing a data base support for the system, and the functional modules including basic data management, asset management, real-time monitoring, statistical analysis, system maintenance, alarm monitoring, and the like are customized and developed according to the service requirements.
Fig. 2 is a schematic diagram of an equipment management system in an embodiment of the present invention, as shown in fig. 2, a sensing layer acquires equipment data of an equipment to be managed in a manner of scanning a passive identification card by using an active identification card or a handheld collector, and transmits the equipment data to an application layer through a network layer, the application layer calculates and processes the equipment data acquired by the sensing layer and provides a functional application to a user, and a platform layer provides a basic service required in development, test, and operation processes to the application layer.
The embodiment of the invention discloses a device management system, which comprises: a sensing layer, a network layer, an application layer and a platform layer; the sensing layer is used for acquiring the equipment data of the equipment to be managed and transmitting the equipment data to the application layer through the network layer for processing; the network layer is used for establishing network access, data transmission, data interaction and data storage in the system; the application layer is used for calculating and processing the device data collected by the sensing layer and providing functional application for a user; the platform layer is used for providing basic services required in the development, test and operation processes for the application layer. The equipment management system provided by the embodiment of the invention can realize intelligent management on various kinds of equipment, and solves the problems of low searching and checking work efficiency, inaccurate positioning, poor theft prevention and the like of the traditional equipment management.
Example two
Fig. 3 is a flowchart of a device management method according to a second embodiment of the present invention, where the method is executed by the system according to the second embodiment, and includes the following steps:
step 110, the sensing layer collects the device data of the device to be managed and transmits the device data to the application layer.
In this embodiment, the manner for the sensing layer to collect the device data of the device to be managed may be: the data acquisition part acquires identification card data in the equipment to be managed; and determining the identification card data as the equipment data of the equipment to be managed.
Specifically, the identification card may be an active identification card or a passive identification card, wherein the active identification card may transmit a signal to a reader/writer within a sensing range, so that the data acquisition component acquires identification card data, and a user of the passive identification card may acquire data through data acquisition components such as a handheld acquirer. The identification card data comprises data such as the number, the position, the borrowing and returning information, the warehouse entering and exiting information and the like of the equipment to be managed, and the identification card data is used as the equipment data of the equipment to be managed.
And step 120, the application layer responds to the operation of the user to acquire the target information of the device to be managed.
The user may be a manager who manages the device or a device user who operates the device, and the user operation may be an operation such as a user invoking device information and referring to a device condition.
In this embodiment, the target information includes position change information, state change information, remote identification information, and theft alarm information.
Specifically, the user may operate in an application layer, and the application layer calls corresponding data in response to the user operation and provides target information that the user desires to obtain to the user.
Step 130, displaying the target information on a user interface.
The user interface may be a visual interface for providing information to a user and displaying the information.
Specifically, after the system responds to the user operation and acquires the target information, the target information can be displayed for the user to view.
The embodiment of the invention provides a device management method, which comprises the steps that firstly, a perception layer collects device data of a device to be managed and transmits the device data to an application layer; then the application layer responds to the operation of a user to acquire target information of the equipment to be managed; and finally, displaying the target information on a user interface. The equipment management method provided by the embodiment of the invention can realize intelligent management on various kinds of equipment and solve the problems of low searching and checking work efficiency, inaccurate positioning, poor theft prevention and the like of the traditional equipment management.
It is to be noted that the foregoing is only illustrative of the preferred embodiments of the present invention and the technical principles employed. It will be understood by those skilled in the art that the present invention is not limited to the particular embodiments described herein, but is capable of various obvious changes, rearrangements and substitutions as will now become apparent to those skilled in the art without departing from the scope of the invention. Therefore, although the present invention has been described in greater detail by the above embodiments, the present invention is not limited to the above embodiments, and may include other equivalent embodiments without departing from the spirit of the present invention, and the scope of the present invention is determined by the scope of the appended claims.

Claims (10)

1. A device management system, comprising: a sensing layer, a network layer, an application layer and a platform layer;
the sensing layer is used for acquiring equipment data of equipment to be managed and transmitting the equipment data to the application layer through the network layer for processing;
the network layer is used for establishing network access, data transmission, data interaction and data storage in the system;
the application layer is used for calculating and processing the equipment data collected by the sensing layer and providing functional application for a user;
the platform layer is used for providing basic services required in the development, test and operation processes for the application layer.
2. The system according to claim 1, wherein the device to be managed includes an identification card corresponding to the device itself, and the acquiring device data of the device to be managed includes: and collecting the identification card data, and determining the identification card data as the equipment data of the equipment to be managed.
3. The system of claim 2, wherein the sensing layer comprises a data acquisition component, a local communication component, and a monitoring alarm component;
the data acquisition part comprises a radio frequency identification collector, a radio frequency identification reader-writer, an anti-metal passive tag and a narrow-band Internet of things positioning tag;
the local communication component is used for sending the collected equipment data to the network layer;
the monitoring alarm component is used for sending an alarm signal when the identification card data is collected at a set position.
4. The system of claim 3, wherein the data acquisition component employs Radio Frequency Identification (RFID) technology; the local communication part adopts a narrow-band Internet of things technology.
5. The system of claim 1, wherein the platform layer is developed using database connectivity techniques and/or settings development techniques.
6. The system according to claim 1, wherein the functional applications provided by the application layer comprise a fine management application, a remote anti-theft monitoring application, a report management application, an asset rapid inspection application and an asset inventory management application.
7. The system of claim 1, wherein the basic services provided by the platform layer include basic data management, asset management, real-time monitoring, statistical analysis, system maintenance, and alarm monitoring.
8. A method of device management, the method being performed by the system of any one of claims 1-7, comprising:
the sensing layer collects equipment data of equipment to be managed and transmits the equipment data to the application layer;
the application layer responds to the operation of a user and acquires target information of the equipment to be managed;
and displaying the target information on a user interface.
9. The method of claim 8, wherein the awareness layer collects device data of the devices to be managed, comprising:
the data acquisition part acquires identification card data in the equipment to be managed;
and determining the identification card data as the equipment data of the equipment to be managed.
10. The method of claim 8, wherein the target information includes location change information, status change information, remote identification information, and theft alert information.
CN202111493849.3A 2021-12-08 2021-12-08 Equipment management system and method Pending CN114189537A (en)

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Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103366410A (en) * 2013-07-29 2013-10-23 国家电网公司 Intelligent inspection system for electrical equipment based on internet of things
CN105427073A (en) * 2015-11-16 2016-03-23 倪晓旺 Modern inventory management system and device based on Internet of Things platform
CN110503170A (en) * 2019-08-26 2019-11-26 兰州海红技术股份有限公司 A kind of data center machine room intellectual capital management system
CN110910626A (en) * 2019-12-10 2020-03-24 国网湖南省电力有限公司 Energy consumption information acquisition system based on ubiquitous power Internet of things
CN111311776A (en) * 2020-02-06 2020-06-19 深圳联想懂的通信有限公司 Intelligent inspection system and method based on Internet of things
CN111580449A (en) * 2020-06-10 2020-08-25 国网(天津)综合能源服务有限公司 Energy management control system based on narrow-band Internet of things technology

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103366410A (en) * 2013-07-29 2013-10-23 国家电网公司 Intelligent inspection system for electrical equipment based on internet of things
CN105427073A (en) * 2015-11-16 2016-03-23 倪晓旺 Modern inventory management system and device based on Internet of Things platform
CN110503170A (en) * 2019-08-26 2019-11-26 兰州海红技术股份有限公司 A kind of data center machine room intellectual capital management system
CN110910626A (en) * 2019-12-10 2020-03-24 国网湖南省电力有限公司 Energy consumption information acquisition system based on ubiquitous power Internet of things
CN111311776A (en) * 2020-02-06 2020-06-19 深圳联想懂的通信有限公司 Intelligent inspection system and method based on Internet of things
CN111580449A (en) * 2020-06-10 2020-08-25 国网(天津)综合能源服务有限公司 Energy management control system based on narrow-band Internet of things technology

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