CN106469328A - A kind of intelligent management system and approaches to IM - Google Patents

A kind of intelligent management system and approaches to IM Download PDF

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Publication number
CN106469328A
CN106469328A CN201610794648.XA CN201610794648A CN106469328A CN 106469328 A CN106469328 A CN 106469328A CN 201610794648 A CN201610794648 A CN 201610794648A CN 106469328 A CN106469328 A CN 106469328A
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information
server
data processing
data
harvester
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孔祥明
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This Industrial Co.
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Sichuan Chuang Neng Electric Power Engineering Co Ltd
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    • 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
    • G06Q10/20Administration of product repair or maintenance
    • 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
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • 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
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/06Energy or water supply
    • 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

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Abstract

Intelligent management system and approaches to IM that the present invention provides, data processing equipment is uploaded to by the information that harvester gathers power equipment, parsing is carried out by data processing equipment to the information receiving and obtains corresponding data, then the data is activation after parsing is carried out statistical analysiss to server.Described server can be according to the real-time status monitoring information of the data genaration power equipment receiving, and management and control (as controlled the power supply of power equipment, closing or power equipment being monitored with early warning etc.) is implemented according to the result of statistical analysiss to power equipment, and it is prompted to management personnel in time when power equipment breaks down or maintainer is keeped in repair monitoring.Additionally, this server can also return to user terminal according to the result corresponding statistical report form of generation (as the moon, season or year electricity consumption statistical report form) of statistical analysiss or according to the project statistics request corresponding statistical report form of generation of user.

Description

A kind of intelligent management system and approaches to IM
Technical field
The present invention relates to internet of things field, in particular to a kind of intelligent management system and its information management side Method.
Background technology
At present, most enterprises or family do not possess professional power equipment managing and control system, can only be by traditional meter Amount equipment (as ammeter) knows energy consumption data, and power equipment occurs user when exception or fault cannot know also do not have in time Specialized maintenance personnel are had to carry out on-call maintenance.
Content of the invention
In view of this, it is an object of the invention to provide a kind of intelligent management system and approaches to IM, on improving State problem.
Present pre-ferred embodiments provide a kind of intelligent management system, and for management and control power equipment, this system includes servicing Device, data processing equipment and at least one harvester for gathering the power information of described power equipment, wherein:
Described server is electrically connected with each harvester with described data processing equipment communication connection, described data processing equipment Connect, this data processing equipment is used for receiving the information that described harvester collects, and carries out parsing to described information and obtains accordingly Data, and send the data to described server, statistical analysiss are carried out to the data receiving by this server.
Preferably, described server is additionally operable to judge that power equipment whether there is fault according to the result of statistical analysiss, if There is fault, then generate early warning information to point out management personnel.
Preferably, this system also include being connected with described server communication and the user list that is stored with management terminal, should Management terminal is used for receiving and show the early warning information of user in the described user list of correspondence that described server sends to point out Maintainer processes this early warning information.
Preferably, this system also includes the user terminal being connected with described server communication, for receiving and showing described The monitor in real time information of data genaration that receives of basis that server sends and being generated according to the result after statistical analysiss Statistical report form including multiple statistical items.
Another preferred embodiment of the present invention provides a kind of approaches to IM, is applied to including server, data processing dress Put and at least one harvester intelligent management system, this intelligent management system be used for management and control power equipment, wherein, described clothes Business device is stored with and one includes the collection corresponding to the unique identification information of multiple data processing equipments and each unique identification information The data base of device list, described harvester is used for gathering the power information of described power equipment, and the method includes:
Described server receives the unique identification information of its own that described data processing equipment sends;
Described server inquires about described data base according to the unique identification information receiving, if this unique identification information is located at In described data, then return the harvester list extremely described data processing equipment corresponding to this unique identification information;And
Each harvester in the described harvester list after parsing that described server receiving data processing meanss send The information being collected, and statistical analysiss are carried out to the data after the parsing receiving.
Intelligent management system and approaches to IM that the present invention provides, are gathered in the information of power equipment by harvester Reach data processing equipment, parsing is carried out to the information receiving by data processing equipment and obtains corresponding data, then will parse Data is activation afterwards carries out statistical analysiss to server.Described server can be according to the reality of the data genaration power equipment receiving When state monitoring information, and according to the result of statistical analysiss power equipment is implemented management and control (as control power equipment power supply, Close or power equipment be monitored with early warning etc.), and it is prompted to administrative man when power equipment breaks down in time monitoring Member or maintainer are keeped in repair.Additionally, this server can also generate corresponding statistical report form according to the result of statistical analysiss (as the moon, season or year electricity consumption statistical report form) or user is returned to according to the project statistics request corresponding statistical report form of generation of user Terminal.
Brief description
In order to be illustrated more clearly that the technical scheme of the embodiment of the present invention, below will be attached to use required in embodiment Figure is briefly described it will be appreciated that the following drawings illustrate only certain embodiments of the present invention, and it is right to be therefore not construed as The restriction of scope, for those of ordinary skill in the art, on the premise of not paying creative work, can also be according to this A little accompanying drawings obtain other related accompanying drawings.
A kind of block diagram of intelligent management system that Fig. 1 provides for present pre-ferred embodiments;
The block diagram of another kind of intelligent management system that Fig. 2 provides for present pre-ferred embodiments;
The block diagram of another kind of intelligent management system that Fig. 3 provides for present pre-ferred embodiments;
A kind of approaches to IM being applied to described intelligent management system that Fig. 4 provides for present pre-ferred embodiments Flow chart;
The flow chart of another kind of described information management method that Fig. 5 provides for present pre-ferred embodiments;
The flow chart of another kind of described information management method that Fig. 6 provides for present pre-ferred embodiments.
Reference:
Specific embodiment
Purpose, technical scheme and advantage for making the embodiment of the present invention are clearer, below in conjunction with the embodiment of the present invention In accompanying drawing, the technical scheme in the embodiment of the present invention is clearly and completely described it is clear that described embodiment is The a part of embodiment of the present invention, rather than whole embodiments.The present invention generally described and illustrated in accompanying drawing herein is implemented The assembly of example can be arranged with various different configurations and design.
It should be noted that:Similar label and letter represent similar terms in following accompanying drawing, therefore, once a certain Xiang Yi It is defined in individual accompanying drawing, then do not need it to be defined further and explains in subsequent accompanying drawing.
In describing the invention in addition it is also necessary to explanation, unless otherwise clearly defined and limited, term " setting ", " connection " should be interpreted broadly, for example, it may be being fixedly connected or being detachably connected, or is integrally connected;Can be It is mechanically connected or electrically connect;Can be to be joined directly together it is also possible to be indirectly connected to by intermediary, can be two The connection of element internal.For the ordinary skill in the art, above-mentioned term can be understood in the present invention with concrete condition In concrete meaning.
Therefore, below the detailed description of the embodiments of the invention providing in the accompanying drawings is not intended to limit claimed The scope of the present invention, but be merely representative of the selected embodiment of the present invention.Based on the embodiment in the present invention, this area is common The every other embodiment that technical staff is obtained under the premise of not making creative work, broadly falls into the model of present invention protection Enclose.
Fig. 1 is a kind of block diagram of intelligent management system 100 that present pre-ferred embodiments provide.As shown in figure 1, This intelligent management system 100 includes server 110, data processing equipment 120 and at least one harvester 130.Wherein, described Server 110 and data processing equipment 120 pass through wire communication or communication communication connection.Described data processing equipment 120 are electrically connected with described harvester 130.This system is mainly used in carrying out intelligent management and control to power equipment, for example, can be applicable to intelligence The energy consumption monitoring of energy streetlight, hydrologic monitoring, enterprises equipment, wired home electrical equipment etc. and monitoring and early warning.
Specifically, described harvester 130 gathers the power information of power equipment and is uploaded to the information collecting described Data processing equipment 120, is parsed to the information receiving by this data processing equipment 120.This data processing equipment 120 will Send after the data obtaining after parsing to described server 110, statistical analysiss are carried out by this server 110, with according to statistical The result of analysis carries out management and control to power equipment.
Selectively, described server 110 is controlled to the power supply of power equipment or closing according to statistic analysis result, And early warning is monitored to power equipment.When monitoring that power equipment breaks down, server 110 will generate early warning information To point out management personnel to arrange maintainer to be keeped in repair.
Additionally, described server 110 can also be according to the real-time state monitoring letter of the data genaration power equipment receiving Breath, and the electric power energy consumption form in certain time, the such as moon, season, year electricity consumption form.When this intelligent management system 100 of application When user reaches some, described server 110 can also carry out big data analysis according to the data receiving, and obtains electricity consumption The relevant statistics of industry, such as average energy consumption, high energy consumption period, Regional Distribution, power equipment spoilage or fault rate etc..
Fig. 2 is the block diagram of another kind of intelligent management system 100 that present pre-ferred embodiments provide.As Fig. 2 institute Show, unlike those described above is that this intelligent management system 100 also includes the management terminal with the communication connection of described server 110 140.The user of this management terminal 140 is maintainer, and its storage inside has this maintainer to answerable user list. When the power equipment that server 110 monitors a certain user breaks down, the early warning information of generation can be sent and be somebody's turn to do to responsible The management terminal 140 of the maintainer of user, to point out maintainer to be processed in time.
It is preferred that in the present embodiment, when maintainer is processed to fault, needing to be taken pictures in scene and submitted to place Manage result to server 110, so that the information such as corresponding process time, maintainer, result are remembered by server 110 Record.In addition, server 110 can according to different unit types, fault category or fault rank send corresponding treatment advice to Maintainer, helps maintainer timely and effectively to carry out maintenance process to power equipment.
Furthermore, in the present embodiment, the power equipment of the user that maintainer can also be responsible for it carries out regular visit. Can achieve ground, user's power distribution room is provided with Quick Response Code, and maintainer scans this Quick Response Code and enters the corresponding interface of this user, takes pictures simultaneously Typing uploads onto the server after patrolling and examining information and 110 is recorded.
Fig. 3 is the block diagram of another kind of intelligent management system 100 that present pre-ferred embodiments provide.As Fig. 3 institute Show, unlike those described above is that this intelligent management system 100 also includes the user terminal with the communication connection of described server 110 150.The user of this user terminal 150 is the user of described power equipment.
Selectively, the statistical report form that described server 110 generates, real-time status monitoring information send to user terminal 150 are shown, so that user grasps knows the electricity consumption situation of oneself.In other embodiment, user also can by user eventually End 150 sends project statistics request to described server 110, so that server 110 is according to the project statistics acquisition request receiving Corresponding data carries out statistical analysiss, generates corresponding form and is back to user terminal 150 and is supplied to user and checks.Wherein, institute State project statistics request and include the selected project category of user and beginning and ending time, such as user can initiate to count the Monday in a certain week Request to the air conditioning electricity consumption on Sunday.
This user terminal 150 can be additionally used in the information such as synchronous early warning record, breakdown maintenance record with described server 110. Wherein, described early warning record includes but is not limited to time of failure, fault type and fault rank of power equipment etc., described Breakdown maintenance record includes but is not limited to breakdown maintenance time, maintainer, method for maintaining, equipment photo of maintenance etc..User After checking breakdown maintenance record, the process of maintainer can be scored and be uploaded onto the server 110 records.
Additionally, maintainer carries out to power equipment uploading onto the server during regular visit, 110 patrol record equally may be used To be synchronized to described user terminal 150, so that user knows the ruuning situation of power equipment.
Fig. 4 is a kind of flow chart of approaches to IM that another preferred embodiment of the present invention provides, and is applied to including clothes The intelligent management system 100 of business device 110, data processing equipment 120 and at least one harvester 130.This intelligent management system 100 are used for management and control power equipment, and wherein, described server 110 is stored with a unique mark including multiple data processing equipments 120 The data base of harvester 130 list corresponding to knowledge information and each unique identification information, described harvester 130 is used for gathering institute State the power information of power equipment.It should be noted that, the method that the present invention provides is not limited with the order of Fig. 4 and described below System.Concrete steps shown in Fig. 4 will be described in detail below.
Step S101, the unique identification information of its own that described server 110 receiving data processing meanss 120 send.
In the present embodiment, after electricity on described data processing equipment 120, connect described server 110 and send itself only One identification information is to this server 110.Wherein, described unique identification information may be, but not limited to, this data processing equipment 120 numbering, MAC Address etc..
Step S103, described server 110 inquires about described data base according to the unique identification information receiving, and judges described Whether unique identification information is located in described data base, if being located at, execution step S105, if being not located at, terminating this and flowing through Journey.
Step S105, described server 110 returns the harvester 130 list extremely described number corresponding to this unique identification information According to processing meanss 120.
Step S107, the described harvester after parsing that described server 110 receiving data processing meanss 120 send The information that each harvester 130 in 130 lists is collected, and statistical analysiss are carried out to the data after the parsing receiving.
In the present embodiment, described data processing equipment 120 arranges in the harvester 130 receiving described server 110 return After table, interval Preset Time sends information gathering instruction to each harvester 130 in described harvester list.Described each harvester 130 return the information collecting to described data processing equipment 120, by this data processing equipment 120, the information receiving are entered Row parsing obtains corresponding data, and sends the data to described server 110.Described server 110 is according to receiving Data carries out statistical analysiss, to carry out management and control according to analysis result to power equipment.
In other embodiment, according to statistic analysis result, described server 110 can also judge that described power equipment is No break down, if breaking down, generate corresponding early warning information to point out management personnel to arrange professional to carry out in time Maintenance.
Fig. 5 is the flow chart of another kind of approaches to IM that present pre-ferred embodiments provide.With the method shown in Fig. 4 Except for the difference that, in the present embodiment, described intelligent management system 100 also includes whole with the management of described server 110 communication connection End 140, the method also includes:
Step S109, this step can execute after step S107, and this step is that described server 110 is tied according to statistical analysiss Fruit and the configuration of power equipment, judge whether power equipment breaks down, if breaking down, execution step S111, otherwise, knot Restraint this stream process.
And step S111, generate corresponding early warning information, and send to described management terminal 140.
In the present embodiment, the user of described management terminal 140 is maintainer, is stored with this maintainer and is born The user list of duty.Described server 110 by the early warning information of the power equipment of a certain for the correspondence of generation user send to be responsible for The management terminal 140 of the maintainer of this user, to point out maintainer to process in time.
Fig. 6 is the flow chart of another kind of approaches to IM that present pre-ferred embodiments provide.With the method shown in Fig. 4 Except for the difference that, in the present embodiment, described intelligent management system 100 also includes whole with the user of described server 110 communication connection End 150, the method also includes:
Step S113, this step can execute after step S107, and this step receives described user eventually for described server 110 The project statistics request of end 150 transmission, wherein this project statistics request includes project category and beginning and ending time.
And step S115, described server 110 counts the corresponding data of acquisition request being counted according to described project Analysis, generates corresponding statistical report form and is back to described user terminal 150.
In the present embodiment, user can send project statistics request by user terminal 150 to described server 110, so that Server 110 carries out statistical analysiss according to the project statistics corresponding data of acquisition request receiving, and generates corresponding form and returns It is supplied to user to user terminal 150 to check.Wherein, described project statistics request includes the selected project category of user and rises Only time, such as user can initiate to count the request of the Monday in a certain week to the air conditioning electricity consumption on Sunday.Additionally, described server The power equipment real-time monitoring information of generation can also be sent and shown to described user terminal 150, so that user obtains by 110 Know real-time wiring or the running status of power equipment.
It should be noted that the function with regard to intelligent management system 100 NM in described information management method can be joined According to the above-mentioned content to Fig. 1, Fig. 2 and Fig. 3 description, will not be described here.
In the embodiment of the present invention, described server 110 may be, but not limited to, web (network) server, data base's clothes Business device, ftp (file transfer protocol, file transfer protocol (FTP)) server etc..Described management terminal 140 and user are eventually End 150 may be, but not limited to, PC (personal computer, PC), panel computer, smart mobile phone, individual number Word assistant (personal digital assistant, PDA), mobile internet surfing equipment (mobile Internet device, MID) etc..
The terms " inclusion ", "comprising" or its any other variant are intended to comprising of nonexcludability, thus So that including a series of process of key elements, method, article or equipment not only include those key elements, but also include not clearly Other key elements listed, or also include for this process, method, article or the intrinsic key element of equipment.Not more Limit in the case of, the key element that limited by sentence "including a ..." is it is not excluded that in process, the side including described key element Also there is other identical element in method, article or equipment.
The above, the only specific embodiment of the present invention, but protection scope of the present invention is not limited thereto, and any Those familiar with the art the invention discloses technical scope in, change or replacement can be readily occurred in, all should contain Cover within protection scope of the present invention.Therefore, protection scope of the present invention should be defined by described scope of the claims.

Claims (10)

1. a kind of intelligent management system, for management and control power equipment it is characterised in that this system includes server, data processing Device and at least one harvester for gathering the power information of described power equipment, wherein:
Described server is electrically connected with each harvester with described data processing equipment communication connection, described data processing equipment,
This data processing equipment is used for receiving the information that described harvester collects, and carries out parsing to described information and obtains accordingly Data, and send the data to described server, statistical analysiss are carried out to the data receiving by this server.
2. intelligent management system according to claim 1 is it is characterised in that described server is additionally operable to according to statistical analysiss Result judge power equipment whether there is fault, if there is fault, generate early warning information to point out management personnel.
3. intelligent management system according to claim 2 is it is characterised in that this system also includes and described server communication Connect and be stored with the management terminal of user list, and this management terminal is used for receiving and show the correspondence institute that described server sends The early warning information stating user in user list is to point out maintainer to process this early warning information.
4. intelligent management system according to claim 1 is it is characterised in that this system also includes and described server communication The user terminal connecting, for receiving and showing the monitor in real time letter of the data genaration that the basis that described server sends receives Breath and the statistical report form of the multiple statistical items of inclusion being generated according to the result after statistical analysiss.
5. a kind of approaches to IM it is characterised in that be applied to including server, data processing equipment and at least one adopt The intelligent management system of storage, this intelligent management system is used for management and control power equipment, and wherein, described server storage has one to include The data base of the harvester list corresponding to the unique identification information of multiple data processing equipments and each unique identification information, institute State harvester and include for gathering the power information of described power equipment, the method:
Described server receives the unique identification information of its own that described data processing equipment sends;
Described server inquires about described data base according to the unique identification information receiving, if this unique identification information is positioned at described In data base, then return the harvester list extremely described data processing equipment corresponding to this unique identification information;And
Each harvester in the described harvester list after parsing that described server receiving data processing meanss send is adopted The information collecting, and statistical analysiss are carried out to the data after the parsing receiving.
6. approaches to IM according to claim 5 is it is characterised in that the method also includes:
According to the result after statistical analysiss, described server judges that described power equipment whether there is fault, if there is fault, Generate corresponding early warning information to point out management personnel.
7. approaches to IM according to claim 6 it is characterised in that described intelligent management system also include with described The management terminal that server communication connects, the method also includes:
Described server sends to described management terminal the early warning information of generation to point out maintainer to process this early warning information.
8. approaches to IM according to claim 5 it is characterised in that described intelligent management system also include with described The user terminal that server communication connects, the method also includes:
Described server receives the project statistics request that described user terminal sends, and wherein this project statistics request includes item class Not and the beginning and ending time;
Described server counts the corresponding data of acquisition request according to described project and carries out statistical analysiss, generates corresponding statistics Form is back to described user terminal.
9. approaches to IM according to claim 8 is it is characterised in that the method also includes:
Described server is according to the real-time monitoring information of the data genaration power equipment receiving, and this real-time monitoring information is sent out Deliver to described user terminal to be shown.
10. approaches to IM according to claim 5 is it is characterised in that described server receiving data processing meanss The step of the information that each harvester in the described harvester list after parsing sending is collected includes:
Described data processing equipment is spaced Preset Time and sends information gathering instruction to each harvester in described harvester list;
Described each harvester returns the information collecting to described data processing equipment, by this data processing equipment to receiving Information carries out parsing and obtains corresponding data;And
Described data processing equipment sends the data to described server.
CN201610794648.XA 2016-08-31 2016-08-31 A kind of intelligent management system and approaches to IM Pending CN106469328A (en)

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CN107316153A (en) * 2017-06-29 2017-11-03 广州御银金融服务有限公司 A kind of intelligent distribute leaflets maintenance system based on self-service device
CN107767294A (en) * 2017-10-12 2018-03-06 广东电网有限责任公司惠州供电局 A kind of outage information monitoring system
CN108572894A (en) * 2018-03-15 2018-09-25 北京雷石天地电子技术有限公司 A kind of equipment detection method and system
CN108806214A (en) * 2017-04-27 2018-11-13 泰勒维克医疗公司 Warning system and method for issuing the message about alarm
CN109409419A (en) * 2018-09-30 2019-03-01 北京字节跳动网络技术有限公司 Method and apparatus for handling data
CN109409833A (en) * 2018-10-22 2019-03-01 广州力挚网络科技有限公司 A kind of defect handling method and device
CN110519323A (en) * 2018-05-21 2019-11-29 极光物联科技(深圳)有限公司 Energy internet of things equipment, energy Internet of things system and its operating method
CN111283474A (en) * 2020-03-06 2020-06-16 河北凯通信息技术服务有限公司 Numerical control automation equipment fault detection system based on big data

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CN201742158U (en) * 2010-03-26 2011-02-09 西安工程大学 Online monitoring device for power transformer
CN105868927A (en) * 2016-04-28 2016-08-17 国网上海市电力公司 Intelligent inspection system for electrical devices

Cited By (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108806214A (en) * 2017-04-27 2018-11-13 泰勒维克医疗公司 Warning system and method for issuing the message about alarm
CN107316153A (en) * 2017-06-29 2017-11-03 广州御银金融服务有限公司 A kind of intelligent distribute leaflets maintenance system based on self-service device
CN107767294A (en) * 2017-10-12 2018-03-06 广东电网有限责任公司惠州供电局 A kind of outage information monitoring system
CN108572894A (en) * 2018-03-15 2018-09-25 北京雷石天地电子技术有限公司 A kind of equipment detection method and system
CN110519323A (en) * 2018-05-21 2019-11-29 极光物联科技(深圳)有限公司 Energy internet of things equipment, energy Internet of things system and its operating method
CN109409419A (en) * 2018-09-30 2019-03-01 北京字节跳动网络技术有限公司 Method and apparatus for handling data
CN109409419B (en) * 2018-09-30 2021-05-07 北京字节跳动网络技术有限公司 Method and apparatus for processing data
CN109409833A (en) * 2018-10-22 2019-03-01 广州力挚网络科技有限公司 A kind of defect handling method and device
CN111283474A (en) * 2020-03-06 2020-06-16 河北凯通信息技术服务有限公司 Numerical control automation equipment fault detection system based on big data

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