CN105430091A - Cloud storage based remote equipment health management method and system using same - Google Patents

Cloud storage based remote equipment health management method and system using same Download PDF

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Publication number
CN105430091A
CN105430091A CN201510929607.2A CN201510929607A CN105430091A CN 105430091 A CN105430091 A CN 105430091A CN 201510929607 A CN201510929607 A CN 201510929607A CN 105430091 A CN105430091 A CN 105430091A
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China
Prior art keywords
server
clouds
data
cloud
data acquisition
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Inventor
包继华
姜雪
陈丹
王文波
马德盛
李宁
宋晓
张国冉
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Shandong Keda Electrical Technology Co Ltd
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Shandong Keda Electrical Technology Co Ltd
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Priority to CN201510929607.2A priority Critical patent/CN105430091A/en
Publication of CN105430091A publication Critical patent/CN105430091A/en
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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
    • H04L67/10Protocols in which an application is distributed across nodes in the network
    • H04L67/1097Protocols in which an application is distributed across nodes in the network for distributed storage of data in networks, e.g. transport arrangements for network file system [NFS], storage area networks [SAN] or network attached storage [NAS]
    • 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
    • H04L67/02Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
    • H04L67/025Protocols based on web technology, e.g. hypertext transfer protocol [HTTP] for remote control or remote monitoring of applications
    • 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
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/50Network services
    • H04L67/55Push-based network services

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  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Health & Medical Sciences (AREA)
  • Computing Systems (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Debugging And Monitoring (AREA)

Abstract

The invention discloses a cloud storage based remote equipment health management method and a system using the same, and belongs to the technical field of remote management. The cloud storage based remote equipment health management method comprises the steps of acquiring equipment information of at least a terminal device in an LAN (Local Area Netwrk) in real time; uploading the equipment information to a cloud-end server in a public network; providing a data receiving service and a data storing service by the cloud-end server; storing the equipment information intensively, wherein the coding for the equipment information has uniqueness; providing a calculation engine service for received data; and showing a result to a user terminal. Through the cloud storage based remote equipment health management method and the system using the same, remote storage of multipoint big data can be realized, diagnosis early warning can be carried out for faults which have happened or will happen, statistical summary can be carried out for health data of the terminal equipment, the purpose of remote real-time monitoring can be realized, a user can know and maintain the health condition of the terminal equipment in time and conveniently, and safe operation of the terminal equipment can be guaranteed.

Description

The system of the remote equipment health control method stored based on cloud and use the method
Technical field
The present invention relates to the system of a kind of remote equipment health control method based on cloud storage and use the method, belong to remote management technologies field.
Background technology
1999, the rise of Global Internet drove close to direction, the Internet of industrial automation industry.The international configuration software Webaccess software of Broadwin company of U.S. research and development, has started the beginning that configuration software product changes from the network architecture of client/server (C/S model) to browser/server (B/S pattern).
Along with the continuing of China's economic, stable development and following Asian-Pacific area infrastructure construction vast potential for future development, the bulk cargo carrying conveying capacity in the fields such as mining, port and pier, electric power, building materials, iron and steel, Tunnel Engineering will continue to increase, modern bulk material conveying equipment will welcome the wide market demand capacity, the development of science and technology, promote bulk material conveying equipment to large conveying quantity, long distance, high-power, multifunctional direction develops.
Reliable in order to ensure conveying equipment running, most importantly Timeliness coverage and the contingent fault of eliminating, operating personnel must observe the working condition of conveying equipment at any time for this reason, should process in time as noted abnormalities, mechanic answers periodical inspection and checks any situation about should be noted that or parts, a such as carrying roller, do not seem very important, but the high-speed conveyer belt of conveying wearing and tearing material may very soon worn out for its shell, there is a blade, this blade just seriously may damage an expensive conveyer belt, trained workman or the imminent accident of experienced staff energy Timeliness coverage, and prevent trouble before it happens, in order to reduce the expense changed and keep in repair conveying equipment, must pay attention to carrying out the operation of conveying equipment and the training of Knowledge of Maintenance to operating personnel and maintenance personal, this will increase the input of human and material resources greatly.
Traditional method for remote management and system, especially mining, its function is simple, is generally divided into three kinds of situations:
The telemanagement of the many locking terminals equipment in local area network (LAN), this telemanagement is confined to, in independent local area network (LAN), in time data summarization to be transferred to public network.
Specify the telemanagement of a set of terminal equipment in the public network of static IP, need the public network IP with fixed address, public network IP resource is less, application and maintenance cost high, be not easy to user use, for the industry of the network IP resources centralized management such as electric power, oil, chemical industry, acquisition and the use of server public network IP are very restricted.
Data storage is restricted, and can not realize the store and management of mass data, and a large amount of various dissimilar terminal equipment does not gather by application software.
These three kinds of situations have certain limitation, can not realize the telemanagement in the public network of many locking terminals equipment.
Cloud storage is in the conceptive extension of cloud computing and the new concept of development out one, it is a kind of emerging Network storage technology, cloud storage realizes based on cloud server, various dissimilar terminal equipment a large amount of in network is gathered collaborative work by application software by cloud server, the common data that externally provide store and Operational Visit function, and the core of cloud server computing and process is the store and management of mass data.
Summary of the invention
The object of the present invention is to provide the system of a kind of remote equipment health control method based on cloud storage and use the method, do not require that terminal equipment provides fixing IP and management machine room, only need the netting twine that can be connected into public network of any IP or can be covered by wireless telecommunications signal of communication, the facility information of terminal equipment just can be made to transmit, store, conclude and analyze, fault point is eliminated in bud, to ensure that the safe, efficient, healthy of terminal equipment runs.
The remote equipment health control method stored based on cloud of the present invention, comprises the steps:
(1) facility information of at least one station terminal equipment in Real-time Collection local area network (LAN);
(2) described facility information is uploaded to the cloud server in public network;
(3) the high in the clouds data acquisition storage server in cloud server provides the service of reception and store-service, described facility information is concentrated and stores, to facility information coding, there is uniqueness, and by the facility information received according to pushing to high in the clouds algorithm process server;
(4) algorithm process server in high in the clouds provides computing engines service to receiving facility information, and showing interactive server with high in the clouds data acquisition storage server and high in the clouds realizes data communication simultaneously, high in the clouds data acquisition storage server and high in the clouds show interactive server and realize data communication;
(5) facility information after the service of high in the clouds algorithm process server computing engines stores by high in the clouds data acquisition storage server, and the facility information that high in the clouds display interactive server reads storage in high in the clouds data acquisition storage server is presented to user terminal.
By the data acquisition unit in local area network (LAN), Real-time Collection is carried out to the facility information of terminal equipment, data acquisition unit can automatic acquisition IP the arbitrary target IP that may have access on local area network (LAN) kernel and public network, and cloud server facility information transferred in public network, high in the clouds data acquisition storage server in cloud server provides the service of reception and store-service, form real-time storage data storehouse, facility information is sent to high in the clouds algorithm process server simultaneously, high in the clouds algorithm process server provides computing engines service to the facility information received, after analyzing and processing completes, facility information is sent to high in the clouds data acquisition storage server, facility information stores by high in the clouds data acquisition storage server, the facility information that high in the clouds display interactive server reads in high in the clouds data acquisition storage server is presented to user terminal by Web application service or mobile phone A PP.
In described step (4), high in the clouds algorithm process server provides computing engines service, comprising:
In conjunction with the custom service model of related terminal device, carry out trend screening, rule judgment, 3 screenings and matching screening by information fusion, complete modeling;
In conjunction with historical data, carry out forecast model training, Exception Model training and scoring model training, in data acquisition storage server, form the equipment working condition knowledge base with terminal equipment self-character beyond the clouds.
Described carry out forecast model training, Exception Model training and scoring model training in conjunction with historical data, formed to have after terminal establishes the equipment working condition knowledge base of self-character in high in the clouds data acquisition storage server and also comprise:
To real time data, carry out On-Line Dynamic Monitoring analysis, draw information of forecasting, abnormal information and score information, form Web display data, abnormal notice and statistical report form respectively and store in data acquisition storage server beyond the clouds and be presented to user terminal by high in the clouds display interactive server.
Described user terminal can be applied by Web or mobile phone A PP accesses cloud server, keeper carries out management maintenance by real time database management instrument to cloud server, user terminal carries out the access of data and application according to authorization conditions, user terminal directly can not access stored data base, can only pass through Web application access, keeper carries out management maintenance by management tool to cloud server.
Remote equipment based on cloud storage of the present invention is health management system arranged, comprise: the data acquisition unit in local area network (LAN), cloud server in public network and user terminal, user terminal realizes data communication by the cloud server in public network and the data acquisition unit in local area network (LAN), in local area network (LAN), data acquisition unit comprises: at least one for carrying out the local control device of Real-time Collection to the every data of terminal equipment, at least one for reading the data transmission module of the data that local control device collects, data transmission module connects local control device, one end and the data transmission module of the cloud server in public network realize data communication, the other end and the user terminal of the cloud server in public network realize data communication.
Device based on local control device, conventional Automated condtrol is carried out to terminal equipment, and Real-time Collection is carried out to the items of equipment information of terminal equipment, communication is carried out by PORT COM and data transmission module, data transmission module is responsible for reading the facility information that collects of local control device and directly uploading to cloud server, when local area network (LAN) is abnormal, the items of equipment information that all right buffer memory local control device of data transmission module gathers, cloud server is uploaded to after network restoration, cloud server stores facility information, after computing, with real-time parameter, panel board, data sheet, the forms such as curve form are presented to user terminal.
Described data acquisition unit also comprises the concentrator that at least one is gathered the facility information that each data transmission module is uploaded in local area network (LAN), and concentrator connects the data transmission module, and realizes data communication with the cloud server in public network.
When the terminal equipment in local area network (LAN) is more, data transmission module is responsible for the facility information that reading local control device collects, and be uploaded to concentrator, when local area network (LAN) is abnormal, the items of equipment information that all right buffer memory local control device of data transmission module gathers, concentrator is uploaded to after network restoration, concentrator gathers the items of equipment information that the data transmission module in local area network (LAN) is uploaded, and the cloud server uploaded in public network, if Network Abnormal, the facility information that buffer memory gathers, uploads to cloud server in public network after network restoration.
Described concentrator comprises main control chip, memory modules, Ethernet interface and USB interface, concentrator in a local area network (LAN) comprises two, a concentrator is for the Data Collection in local area network (LAN) and transmission, and another concentrator only remains on line states as subsequent use.
The main control chip of concentrator adopts technical grade ARM chip I MX6, normally can work in the scope of-40 ~ 105 degrees Celsius, concentrator adopts the scheduling strategy of " the using and the reserved ", under normal circumstances, A concentrator is responsible for Data Collection in local area network (LAN) and transmission, B concentrator only remains on line states, when A concentrator breaks down, B concentrator replaces the work of A concentrator, now staff can overhaul A concentrator, the burden of cloud server can be alleviated, the efficiency of management of system can be improved again, each coverage only needs to maintain one or two network linkings with cloud server, the work load of cloud server can be alleviated greatly, cloud server only needs unified management concentrator, and do not need to pay close attention to concrete local control device, the management of local control device is responsible for by concentrator, powerful data buffer storage ability, is furnished with 2G internal memory, Ethernet interface, the conventional peripheral hardware such as USB interface, can also by SD card or hard disk extension storage space, there are enough data buffer storage abilities, when public network is normal, the facility information of the data transmission module collected directly can be uploaded to cloud server by concentrator, when public network is abnormal, concentrator can by the data buffer storage of data transmission module collected to extended menory, cloud server is uploaded to after network restoration, simultaneously, cloud server can detect the abnormal behaviour of concentrator, and corresponding director can be notified by specific communication mode, the public network transfer of data of safety.Concentrator carries stable (SuSE) Linux OS of increasing income, and supports complete network protocol stack, can be communicated by the connected mode of SSL, HTTPS safety with cloud server, effectively can prevent other people malice data falsification, improve service quality; Powerful parallel, concurrent processing ability, concentrator builds holds multi-process, multithreading cooperation, can process the multi-task simultaneously.
Described data transmission module comprises unifies the serial communication module of connection management, wireless communication module, ethernet module and SD card module by nucleus module, and data transmission module supports DHCP agreement.
Data transmission module can automatic acquisition IP the arbitrary target IP that may have access on local area network (LAN) kernel and public network; Support standard ethernet communication protocol, as TCP, UDP and other common protocol; Support mobile radio communication agreement; Rational encipherment scheme can be selected to be encrypted data, as SSL, HTTPS; There is data buffer storage function, the facility information that buffer memory local control device collects when local area network (LAN) blocks, after network recovery, the facility information of buffer memory is sent to concentrator or cloud server, and ensure that data are not lost; Can according to field demand unrestricted choice networking mode, for the situation that on-site terminal equipment is less, the facility information that local control device collects by data transmission module is directly sent to cloud server.
Described cloud server comprises high in the clouds data acquisition storage server, high in the clouds algorithm process server and high in the clouds display interactive server, communication is interconnected between each server, high in the clouds data acquisition storage server and data acquisition unit realize data communication, and high in the clouds display interactive server and user terminal realize data communication.
The data acquisition storage server data acquisition unit be responsible in collection storage area network in high in the clouds is sent to the facility information in public network, high in the clouds algorithm process server is used for carrying out operational analysis to facility information, to to occur or imminent fault proposes the diagnosis of expert level, early warning, statistical summaries is carried out to the health data of terminal equipment, form the forms such as real-time parameter, panel board, data sheet, curve form, high in the clouds display interactive server is used for the result presentation of analyzing and processing to user terminal.
Described high in the clouds data acquisition storage server, high in the clouds algorithm process server and high in the clouds display interactive server adopt LNMP combination.
Cloud server needs long-time running and processes a large amount of data, consider the stability on backstage, performance and operation cost, high in the clouds data acquisition storage server, high in the clouds algorithm process server and high in the clouds display interactive server adopt ripe LNMP combination, reach the remote storage of the large data of multiple spot, to occurring or imminent diagnosing malfunction, early warning, statistical summaries is carried out to the health data of terminal equipment, and be supplied to client, reach fault point to predict in advance and the expansion avoiding fault, the object of remote real-time monitoring can be realized, the health status of user to terminal equipment is facilitated to understand in time, safeguard and ensure the safe operation of terminal equipment.
Described user terminal comprises keeper's account terminal and user account terminal, keeper's account terminal comprises Web application and mobile phone A PP, by " keeper's account " login system in above-mentioned instrument, management maintenance is carried out to system, user account terminal comprises Web application and mobile phone A PP, by " user account " login system in above-mentioned instrument, check the running status of the related terminal device under oneself authority.
Keeper uses PC as the Web application in desktop computer, notebook computer and palmtop PC or mobile phone or mobile phone A PP, by " keeper's account " login system, manage every terminal equipment of system, various accounts etc., configure, " keeper's account " is unique, user uses PC as desktop computer, Web application in notebook computer and palmtop PC or mobile phone or mobile phone A PP, " user account " login system of being distributed by " keeper's account ", check the running status etc. of the related terminal device under oneself authority, simultaneously, system will to occur or after imminent failure diagnosis, send early warning information, and on the mobile phone being sent to chief leading cadre by SMS or Email or PC, reach fault point to predict in advance and the expansion avoiding fault, realize the object of long-distance real-time management, the health status of user to terminal equipment is facilitated to understand in time, safeguard and ensure the safe operation of terminal equipment.
The present invention compared with prior art, has following beneficial effect:
The system of a kind of remote equipment health control method based on cloud storage and use the method is provided, do not require that terminal equipment provides fixing IP and management machine room, only need the netting twine that can be connected into public network of any IP or can be covered by wireless telecommunications signal of communication, just can by terminal equipment transfer of data to cloud server, cloud server stores parameter, after concluding and analyzing, expert diagnosis is proposed, fault point is eliminated in bud, to ensure the safety of terminal equipment, efficiently, healthy operation, by the development of the method and system, realize the telemanagement in many locking terminals equipment public network, the remote storage of the large data of multiple spot can be reached, to occurring or imminent diagnosing malfunction, early warning, statistical summaries is carried out to the health data of terminal equipment, and be supplied to client, reach fault point to predict in advance and the expansion avoiding fault, the object of remote real-time monitoring can be realized, user can be at any time, Anywhere, access data on cloud server is connected to by any web-enabled device, the health status of user to terminal equipment is facilitated to understand in time, safeguard and ensure the safe operation of terminal equipment, the running state monitoring really overcome in the market for conveying equipment and terminal equipment is not comprehensive, and can not analyze timely and effectively for the fault occurred and thus avoid the present situation of the aspects such as the generation of major break down, mining can be widely used in, port and pier, electric power, building materials, iron and steel, the fields such as Tunnel Engineering.
Accompanying drawing explanation
Fig. 1 is the FB(flow block) based on the remote equipment health control method of cloud storage in the embodiment of the present invention 1;
Fig. 2 is the flow chart of data processing figure of cloud server in the embodiment of the present invention 1;
Fig. 3 is the overall connection block diagram of system in the embodiment of the present invention 2;
Fig. 4 is the connection block diagram of system in the embodiment of the present invention 3;
In figure: 1, terminal equipment; 2, data acquisition unit; 3, cloud server; 4, user terminal; 21, local control device; 22, data transmission module; 23, concentrator; 31, high in the clouds data acquisition storage server; 32, high in the clouds algorithm process server; 33, high in the clouds display interactive server; 41, keeper's account terminal; 42, user account terminal.
Embodiment
Below in conjunction with drawings and Examples, the present invention is further illustrated:
Embodiment 1:
As shown in Figure 1, the remote equipment health control method stored based on cloud of the present invention, comprises the steps:
(1) facility information of at least one station terminal equipment 1 in Real-time Collection local area network (LAN);
(2) described facility information is uploaded to the cloud server 3 in public network;
(3) the high in the clouds data acquisition storage server 31 in cloud server 3 provides the service of reception and store-service, described facility information is concentrated and stores, to facility information coding, there is uniqueness, and by the facility information received according to pushing to high in the clouds algorithm process server 32;
(4) high in the clouds algorithm process server 32 provides computing engines service to receiving facility information, and showing interactive server 33 with high in the clouds data acquisition storage server 31 and high in the clouds realizes data communication simultaneously, high in the clouds data acquisition storage server 31 and high in the clouds show interactive server 33 and realize data communication;
(5) facility information after the service of high in the clouds algorithm process server 32 computing engines stores by high in the clouds data acquisition storage server 31, and high in the clouds display interactive server 33 reads the facility information stored in high in the clouds data acquisition storage server 31 and is presented to user terminal 4.
Real-time Collection is carried out by the facility information of the data acquisition unit 2 pairs of terminal equipments 1 in local area network (LAN), data acquisition unit 2 can automatic acquisition IP the arbitrary target IP that may have access on local area network (LAN) kernel and public network, and the cloud server 3 facility information transferred in public network, in cloud server, the high in the clouds data acquisition storage server 31 of 3 provides the service of reception and store-service, form real-time storage data storehouse, facility information is sent to high in the clouds algorithm process server 32 simultaneously, high in the clouds algorithm process server 32 provides computing engines service to the facility information received, after analyzing and processing completes, facility information is sent to high in the clouds data acquisition storage server 31, facility information stores by high in the clouds data acquisition storage server 31, the facility information that high in the clouds display interactive server 33 reads in high in the clouds data acquisition storage server 31 is presented to user terminal 4 by Web application service or mobile phone A PP.
For further illustrating embodiment 1, as shown in Figure 2, in step (4), high in the clouds algorithm process server 32 provides computing engines service, comprising:
In conjunction with the custom service model of related terminal device 1, carry out trend screening, rule judgment, 3 screenings and matching screening by information fusion, complete modeling;
In conjunction with historical data, carry out forecast model training, Exception Model training and scoring model training, form the equipment working condition knowledge base with terminal equipment 1 self-character in data acquisition storage server 31 beyond the clouds.
To real time data, carry out On-Line Dynamic Monitoring analysis, draw information of forecasting, abnormal information and score information, form Web display data, abnormal notice and statistical report form respectively and store in data acquisition storage server 31 beyond the clouds and be presented to user terminal 4 by high in the clouds display interactive server 33.
In order to further illustrate embodiment 1, user terminal 4 can be applied by Web or mobile phone A PP accesses cloud server 3, and keeper carries out management maintenance by management tool to cloud server 3.
Embodiment 2:
As shown in Figure 3, remote equipment based on cloud storage of the present invention is health management system arranged, comprise: the data acquisition unit 2 in local area network (LAN), cloud server 3 in public network and user terminal 4, user terminal 4 realizes data communication by the cloud server 3 in public network with data acquisition unit 2 in local area network (LAN), data acquisition unit 2 for acquisition terminal equipment 1 facility information and be sent to public network, facility information is carried out remote storage by the cloud server 3 in public network, diagnosis, early warning, user terminal 4 is sent to after statistical summaries is carried out to the health data of terminal equipment 1, in local area network (LAN), data acquisition unit 2 comprises: at least one for carrying out the local control device 21 of Real-time Collection to the facility information of terminal equipment 1, at least one for reading the data transmission module 22 of the facility information that local control device 21 collects, device based on local control device 21, conventional Automated condtrol is carried out to terminal equipment 1, and Real-time Collection is carried out to every data parameters of terminal equipment 1, communication is carried out by PORT COM and data transmission module 22, data transmission module 22 and local control device 21 realize data communication, one end of cloud server 3 in public network realizes data communication with data transmission module 22 simultaneously, the other end and the user terminal 4 of the cloud server 3 in public network realize data communication, data transmission module 22 is responsible for the data that reading local control device 21 collects, and the cloud server 3 be uploaded in public network, when local area network (LAN) is abnormal, every data that transfer of data mould 22 buffer memory local control device 21 gathers, the cloud server 3 in public network is uploaded to again after network recovery, cloud server 3 pairs of facility informations store, after computing, with real-time parameter, panel board, data sheet, the forms such as curve form are presented to user terminal 4.
In order to further illustrate embodiment 2, when terminal equipment 1 is more, data acquisition unit 2 also comprises the concentrator 23 that at least one is gathered the facility information that each data transmission module 22 is uploaded in local area network (LAN), concentrator 23 connects the data transmission module 22, and realizes data communication with the cloud server 3 in public network.
Can according to field demand unrestricted choice networking mode, for the situation that terminal equipment 1 is more, concentrator 23 gathers the facility information that the data transmission module 22 in local area network (LAN) is uploaded, and upload to cloud server 3, if Network Abnormal, the facility information that buffer memory gathers, uploads to cloud server 3 after network restoration.
In order to further illustrate embodiment 2, concentrator 23 comprises main control chip, memory modules, Ethernet interface and USB interface, concentrator 23 comprises two, a concentrator 23 is for the Data Collection in local area network (LAN) and transmission, another concentrator 23 only remains on line states as subsequent use, the main control chip of concentrator adopts technical grade ARM chip I MX6, normally can work in the scope of-40 ~ 105 degrees Celsius; Concentrator adopts the scheduling strategy of " the using and the reserved ", under normal circumstances, A concentrator is responsible for Data Collection in local area network (LAN) and transmission, B concentrator only remains on line states, when A concentrator breaks down, B concentrator replaces the work of A concentrator, now staff can overhaul A concentrator, the burden on cloud server expert level backstage can be alleviated, the efficiency of management of system can be improved again, each coverage only needs to maintain one or two network linkings with cloud server 3, can alleviate the work load of cloud server 3 greatly.Cloud server 3 only needs unified management concentrator 23, and does not need to pay close attention to concrete local control device 21, and the management of local control device 21 is responsible for by concentrator 23; Powerful data buffer storage ability, there are enough data buffer storage abilities, when public network is normal, the data of the data transmission module 22 collected can directly be uploaded to cloud server 3 by concentrator 23, when public network is abnormal, concentrator 23 can by the data buffer storage of data transmission module 22 collected to extended menory, cloud server 3 is uploaded to after network restoration, simultaneously, cloud server 3 can detect the abnormal behaviour of concentrator 23, and can notify corresponding director by specific communication mode; The public network transfer of data of safety, concentrator 23 carries stable (SuSE) Linux OS of increasing income, and supports complete network protocol stack, can be communicated by the connected mode of the safety such as SSL, HTTPS with cloud server, effectively can prevent other people malice data falsification, improve service quality; Powerful parallel, concurrent processing ability, supports multi-process, multithreading cooperation, can process the multi-task simultaneously.
In order to further illustrate embodiment 2, data transmission module 22 comprises unifies the serial communication module of connection management, wireless communication module, ethernet module and SD card module by nucleus module, data transmission module 22 supports DHCP agreement, and data transmission module 22 can automatic acquisition IP the arbitrary target IP that may have access on local area network (LAN) kernel and public network; Support standard ethernet communication protocol; Support mobile radio communication agreement; Rational encipherment scheme can be selected to be encrypted data; There is data buffer storage function, the data that buffer memory local control device 21 collects when local area network (LAN) blocks, after network recovery, the data of buffer memory are sent to concentrator 23 or cloud server 3, and ensure that data are not lost.
In order to further illustrate embodiment 2, cloud server 3 comprises high in the clouds data acquisition storage server 31, high in the clouds algorithm process server 32 and high in the clouds display interactive server 33, communication is interconnected between each server, high in the clouds data acquisition storage server 31 and data acquisition unit 2 realize data communication, and high in the clouds display interactive server 33 realizes data communication with user terminal 4.
High in the clouds data acquisition storage server 31 data acquisition unit 2 be responsible in collection storage area network is sent to the facility information in public network, high in the clouds algorithm process server 32 is for carrying out operational analysis to facility information, to to occur or imminent fault proposes the diagnosis of expert level, early warning, carry out statistical summaries to the health data of terminal equipment 1, high in the clouds display interactive server 33 is for being presented to user terminal 4 by analysis processing result with forms such as real-time parameter, panel board, data sheet, curve forms.
High in the clouds data acquisition storage server 31, high in the clouds algorithm process server 32 and high in the clouds display interactive server 33 adopt LNMP to combine, cloud server 3 needs long-time running and processes a large amount of data, consider the stability on backstage, performance and operation cost, high in the clouds data acquisition storage server 31, high in the clouds algorithm process server 32 and high in the clouds display interactive server 33 adopt ripe LNMP combination, reach the remote storage of the large data of multiple spot, to occurring or imminent diagnosing malfunction, early warning, statistical summaries is carried out to the health data of terminal equipment 1, and be supplied to user terminal 4, reach fault point to predict in advance and the expansion avoiding fault, the object of remote real-time monitoring can be realized, the health status of user to terminal equipment 1 is facilitated to understand in time, safeguard and ensure the safe operation of terminal equipment 1.
User terminal 4 comprises keeper's account terminal 41 and user account terminal 42, keeper's account terminal 41 comprises Web application and mobile phone A PP, by " keeper's account " login system in above-mentioned instrument, management maintenance is carried out to system, user account terminal 42 comprises Web application and mobile phone A PP, by " user account " login system in above-mentioned instrument, check the running status of the related terminal device 1 under oneself authority.
Keeper uses PC as the Web application in desktop computer, notebook computer and palmtop PC or mobile phone or mobile phone A PP, by " keeper's account " login system, manage each terminal equipment 1 of system, various accounts etc., configure, " keeper's account " is unique, user uses PC as desktop computer, Web application in notebook computer and palmtop PC or mobile phone or mobile phone A PP, " user account " login system of being distributed by " keeper's account ", check the running status etc. of the related terminal device 1 under oneself authority, simultaneously, system will to occur or after imminent failure diagnosis, send early warning information, on the mobile phone being sent to chief leading cadre by SMS or Email or PC, reach fault point to predict in advance and the expansion avoiding fault, realize the object of long-distance real-time management, the health status of user to terminal equipment 1 is facilitated to understand in time, safeguard and ensure the safe operation of terminal equipment 1.
Embodiment 3:
As shown in Figure 4, corresponding n station terminal device A 1-An, n round numbers and n >=1, data acquisition unit 2 in a local area network (LAN) is provided with n platform local control device A1-An, local control device A1-An and data transmission module A1-An realizes data communication, each data transmission module 22 possesses 3 PORT COM, 1 data transmission module 22 can simultaneously and multiple local control device 21 realize data communication, effectively can reduce the quantity of data transmission module 22, local control device A1-An carries out conventional Automated condtrol to terminal equipment A1-An, and Real-time Collection is carried out to every data parameters of terminal equipment A1-An, local control device A1-An carries out communication by PORT COM and data transmission module A1-An, data transmission module A1-An can automatic acquisition IP the arbitrary target IP that may have access on local area network (LAN) kernel and public network, data transmission module A1-An reads the data that local control device A1-An collects, and upload to concentrator A1, in particular cases can directly upload to cloud server 3, concentrator A1 is responsible for Data Collection in local area network (LAN) and transmission, concentrator A2 only remains on line states, when concentrator A1 breaks down, concentrator A2 replaces the work of concentrator A1, now staff can overhaul concentrator A1, the burden of cloud server 3 can be alleviated, the efficiency of management of system can be improved again, cloud server 3 only needs unified management concentrator A1-A2, and do not need to pay close attention to concrete local control device A1-An, concentrator A1-A2 is responsible for the management of local control device A1-An, data after gathering are sent to the cloud server 3 in public network by concentrator A1, concentrator A1 in the responsible collection storage area network of high in the clouds data acquisition storage server 31 or data transmission module A1-An is sent to the data in public network, high in the clouds algorithm process server 32 is for carrying out operational analysis to data, to occurring or the diagnosis of imminent fault proposition expert level, early warning, statistical summaries is carried out to the health data of terminal equipment A1-An, high in the clouds display interactive server 33 for by result with real-time parameter, panel board, data sheet, the forms such as curve form are presented to user terminal 4, user terminal 4 comprises keeper's account terminal 41 and user account terminal 42, keeper's account terminal 41 comprises Web application and mobile phone A PP, by " keeper's account " login system in above-mentioned instrument, management maintenance is carried out to system, user account terminal 42 comprises Web application and mobile phone A PP, by " user account " login system in above-mentioned instrument, check the running status of the related terminal device A1-An under oneself authority, simultaneously, system can will occur or imminent diagnosing malfunction, early warning, and on the mobile phone being sent to chief leading cadre by note or Email or PC, reach fault point to predict in advance and the expansion avoiding fault, realize the object of long-distance real-time management, the health status of user to terminal equipment A1-An is facilitated to understand in time, safeguard and ensure the safe operation of terminal equipment A1-An.
Native system can manage the n station terminal equipment N1-Nn in another local area network (LAN) simultaneously, n round numbers and n >=1, principle is consistent with above-mentioned, cloud server 3 needs long-time running and processes a large amount of data, consider the stability on backstage, performance and operation cost, high in the clouds data acquisition storage server 31, high in the clouds algorithm process server 32 adopts ripe LNMP combination, reach the remote storage of the large data of multiple spot, to occurring or imminent diagnosing malfunction, early warning, statistical summaries is carried out to the health data of terminal equipment A1-An and terminal equipment N1-Nn, and be supplied to user terminal 4, user can be applied by Web or mobile phone A PP accesses cloud server 3, system manager safeguards the real-time storage data base administration in cloud server 3 by real time database management instrument, user terminal 4 can be at any time, Anywhere, access data is easily connected on cloud server 3 through any web-enabled device, reach fault point to predict in advance and the expansion avoiding fault, the object of remote real-time monitoring can be realized, the health status of user to terminal equipment A1-An and terminal equipment N1-Nn is facilitated to understand in time, safeguard and ensure the safe operation of terminal equipment A1-An and terminal equipment N1-Nn.
Adopt the remote equipment health control method based on cloud storage of the above embodiments of the invention described by reference to the accompanying drawings and use the system of the method, the object of remote real-time monitoring can be realized, the health status of user to terminal equipment 1 is facilitated to understand in time, safeguard and ensure the safe operation of terminal equipment 1, the monitoring really overcome in the market for the running status of conveying equipment and terminal equipment 1 is not comprehensive, and can not analyze timely and effectively for the fault occurred and thus avoid the present situation of the aspects such as the generation of major break down, but the present invention is not limited to described execution mode.These changes carried out execution mode, amendment, replacement and distortion still fall within the scope of protection of the present invention without departing from the principles and spirit of the present invention.

Claims (11)

1., based on the remote equipment health control method that cloud stores, it is characterized in that: comprise the steps:
(1) facility information of at least one station terminal equipment (1) in Real-time Collection local area network (LAN);
(2) described facility information is uploaded to the cloud server (3) in public network;
(3) the high in the clouds data acquisition storage server (31) in cloud server (3) provides the service of reception and store-service, described facility information is concentrated and stores, to facility information coding, there is uniqueness, and by the facility information received according to pushing to high in the clouds algorithm process server (32);
(4) high in the clouds algorithm process server (32) provides computing engines service to receiving facility information, and showing interactive server (33) with high in the clouds data acquisition storage server (31) and high in the clouds realizes data communication simultaneously, high in the clouds data acquisition storage server (31) and high in the clouds show interactive server (33) and realize data communication;
(5) facility information after the service of high in the clouds algorithm process server (32) computing engines stores by high in the clouds data acquisition storage server (31), and the facility information that storage in high in the clouds data acquisition storage server (31) is read in high in the clouds display interactive server (33) is presented to user terminal (4).
2. the remote equipment health control method stored based on cloud according to claim 1, is characterized in that: in described step (4), high in the clouds algorithm process server (32) provides computing engines service, comprising:
In conjunction with the custom service model of related terminal device (1), carry out trend screening, rule judgment, 3 screenings and matching screening by information fusion, complete modeling;
In conjunction with historical data, carry out forecast model training, Exception Model training and scoring model training, in data acquisition storage server (31), form the equipment working condition knowledge base with terminal equipment (1) self-character beyond the clouds.
3. the remote equipment health control method stored based on cloud according to claim 2, it is characterized in that: described in conjunction with historical data, carry out forecast model training, Exception Model training and scoring model training, formed in high in the clouds data acquisition storage server (31) after there is the equipment working condition knowledge base of terminal equipment (1) self-character and also comprise:
To real time data, carry out On-Line Dynamic Monitoring analysis, draw information of forecasting, abnormal information and score information, form Web display data, abnormal notice and statistical report form respectively and store and show interactive server (33) by high in the clouds in data acquisition storage server (31) beyond the clouds and be presented to user terminal (4).
4. the remote equipment health control method stored based on cloud according to claim 1, it is characterized in that: described user terminal (4) can be applied by Web or mobile phone A PP accesses cloud server (3), and keeper carries out management maintenance by management tool to cloud server (3).
5. one kind based on cloud store remote equipment health management system arranged, it is characterized in that: comprise the data acquisition unit (2) in local area network (LAN), cloud server (3) in public network and user terminal (4), user terminal (4) realizes data communication by the cloud server (3) in public network and the data acquisition unit (2) in local area network (LAN), in described local area network (LAN), data acquisition unit (2) comprising: at least one for carrying out the local control device (21) of Real-time Collection to the facility information of terminal equipment (1), at least one the data transmission module (22) collecting facility information for reading local control device (21), data transmission module (22) connects local control device (21), one end and the data transmission module (22) of the cloud server (3) in described public network realize data communication, the other end and the user terminal (4) of the cloud server (3) in public network realize data communication.
6. the remote equipment based on cloud storage according to claim 5 is health management system arranged, it is characterized in that: described data acquisition unit (2) also comprises the concentrator (23) that at least one is gathered the facility information that each data transmission module (22) is uploaded in local area network (LAN), concentrator (23) connects the data transmission module (22), and realizes data communication with the cloud server (3) in public network.
7. the remote equipment based on cloud storage according to claim 6 is health management system arranged, it is characterized in that: described concentrator (23) comprises main control chip, memory modules, Ethernet interface and USB interface, concentrator (23) in a local area network (LAN) comprises two, a concentrator (23) is for the Data Collection in local area network (LAN) and transmission, and another concentrator (23) only remains on line states as subsequent use.
8. the remote equipment based on cloud storage according to claim 5 is health management system arranged, it is characterized in that: described data transmission module (22) comprises unifies the serial communication module of connection management, wireless communication module, ethernet module and SD card module by nucleus module, and data transmission module (22) supports DHCP agreement.
9. the remote equipment based on cloud storage according to claim 5 is health management system arranged, it is characterized in that: described cloud server (3) comprises high in the clouds data acquisition storage server (31), high in the clouds algorithm process server (32) and high in the clouds display interactive server (33), communication is interconnected between each server, high in the clouds data acquisition storage server (31) and data acquisition unit (2) realize data communication, and high in the clouds display interactive server (33) and user terminal (4) realize data communication.
10. the remote equipment based on cloud storage according to claim 9 is health management system arranged, it is characterized in that: described high in the clouds data acquisition storage server (31), high in the clouds algorithm process server (32) and high in the clouds display interactive server (33) adopt LNMP combination.
11. remote equipments based on cloud storage according to claim 5 are health management system arranged, it is characterized in that: described user terminal (4) comprises keeper's account terminal (41) and user account terminal (42), keeper's account terminal (41) comprises Web application and mobile phone A PP, by " keeper's account " login system in above-mentioned instrument, management maintenance is carried out to system, user account terminal (42) comprises Web application and mobile phone A PP, by " user account " login system in above-mentioned instrument, check the running status of the related terminal device (1) under oneself authority.
CN201510929607.2A 2015-12-11 2015-12-11 Cloud storage based remote equipment health management method and system using same Pending CN105430091A (en)

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Publication number Priority date Publication date Assignee Title
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Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102591297A (en) * 2012-02-29 2012-07-18 贵州盘江煤层气开发利用有限责任公司 Remote management system and method of gas generator set
CN102890486A (en) * 2012-09-20 2013-01-23 荏原电产(青岛)科技有限公司 Center boiler remote monitoring system and control method thereof
CN204129507U (en) * 2014-08-29 2015-01-28 浪潮集团有限公司 A kind of Intelligent dynamic environment monitoring system stored based on cloud
CN105025112A (en) * 2015-08-18 2015-11-04 上海冰点机电工程技术有限公司 Remote monitoring system for air conditioning equipment and control method thereof
CN205249280U (en) * 2015-12-11 2016-05-18 山东科大机电科技股份有限公司 Healthy management system of remote equipment based on cloud storage

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102591297A (en) * 2012-02-29 2012-07-18 贵州盘江煤层气开发利用有限责任公司 Remote management system and method of gas generator set
CN102890486A (en) * 2012-09-20 2013-01-23 荏原电产(青岛)科技有限公司 Center boiler remote monitoring system and control method thereof
CN204129507U (en) * 2014-08-29 2015-01-28 浪潮集团有限公司 A kind of Intelligent dynamic environment monitoring system stored based on cloud
CN105025112A (en) * 2015-08-18 2015-11-04 上海冰点机电工程技术有限公司 Remote monitoring system for air conditioning equipment and control method thereof
CN205249280U (en) * 2015-12-11 2016-05-18 山东科大机电科技股份有限公司 Healthy management system of remote equipment based on cloud storage

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CN114374890A (en) * 2021-12-31 2022-04-19 贵州电网有限责任公司 Power equipment data acquisition platform based on big data
CN116260816A (en) * 2023-05-16 2023-06-13 中科融信科技有限公司 Data interaction system and method based on IT and CT

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