CN106713472A - Internet of Things monitoring system and method - Google Patents

Internet of Things monitoring system and method Download PDF

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Publication number
CN106713472A
CN106713472A CN201611252604.0A CN201611252604A CN106713472A CN 106713472 A CN106713472 A CN 106713472A CN 201611252604 A CN201611252604 A CN 201611252604A CN 106713472 A CN106713472 A CN 106713472A
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China
Prior art keywords
ambient parameter
parameter
internet
monitoring system
server
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CN201611252604.0A
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Chinese (zh)
Inventor
刘李成
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Chongqing Anmai Technology Co Ltd
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Chongqing Anmai Technology Co Ltd
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Priority to CN201611252604.0A priority Critical patent/CN106713472A/en
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01DMEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
    • G01D21/00Measuring or testing not otherwise provided for
    • G01D21/02Measuring two or more variables by means not covered by a single other subclass
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-control systems electric
    • G05B19/04Programme control other than numerical control, i.e. in sequence controllers or logic controllers
    • G05B19/048Monitoring; Safety
    • 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

Abstract

The invention provides an Internet of Things monitoring system and method. The system comprises: a collection terminal comprising detectors of a plurality of types and used for collecting current environmental parameters; a server used for converting the environmental parameters of different communication protocols according to different communication modes used by the detectors in the collection terminal, generating environmental parameters of preset specifications according to a standard and storing the environmental parameters, as well as detecting whether the environmental parameters are normal according to an expert diagnosis model, and when the environmental parameters are abnormal, marking the environmental parameters and performing early warning; and a terminal used for accessing the server according to an input condition to screen the environmental parameters related to the input condition, and performing preprocessing on the data in the collection terminal and the server to screen out abnormal data. The accuracy of data analysis of the whole monitoring system is improved.

Description

Monitoring system of internet of things and method
Technical field
The present invention relates to internet of things field, more particularly to a kind of monitoring system of internet of things and method.
Background technology
Internet of Things (Internet of Things) is one and is based on the information carriers such as internet, conventional telecommunications net, allows The network that all General Physics object implementatio8s that can be independently addressable interconnect.It has plain objects equipment, autonomy Terminal is interconnected and Pervasive Service 3 key characters of intellectuality.Or refer to all items by information sensing device and interconnection Net is coupled together, and enters row information exchange, i.e. thing thing mutually ceases, to realize Weigh sensor and management.
However, the networking mode of existing Internet of Things each collection terminal formation is single, it is impossible to according to the change of network environment And change, be not suitable for the use of complex network environment;Meanwhile, collection end detector is different because of its principle, causes acquisition parameter to be deposited In error;And the data that server is gathered to collection terminal cannot accurately judge whether it is abnormal so that divided by data Analysis is not accurate enough.
The content of the invention
The shortcoming of prior art in view of the above, it is an object of the invention to provide a kind of monitoring system of internet of things and side Method, all kinds of environment ginseng for solving the different communication protocol that monitoring system cannot be gathered by networking mode complexity in the prior art Number is processed, and is judged whether environment is abnormal and is directly processed, and causes the problem that data analysis is not accurate enough.
In order to achieve the above objects and other related objects, the present invention provides a kind of monitoring system of internet of things, including:
Collection terminal, comprising polytype detector, for gathering current ambient parameter;
Server, assists for the communication mode difference used according to each detector in the collection terminal to different communication The ambient parameter of view is converted, and the ambient parameter of default specification is converted into according to standardization, and the ambient parameter is carried out Storage;Whether to be normally additionally operable to according to expert diagnosis model inspection ambient parameter, when the ambient parameter is abnormal, mark should Ambient parameter simultaneously carries out early warning;Wherein, the expert diagnosis model is formed, the communication protocol for historical failure message sample Species it is corresponding with the networking mode that detector is used;
Terminal, for according to input condition access server, screening the ambient parameter related to input condition by it to scheme The mode in table and map orientation is shown.
Another object of the present invention is to provide a kind of Internet of Things monitoring method, including:
Corresponding ambient parameter is gathered using various detectors, wherein, the networking mode of the detector includes LORA groups One or more in net, WIFI networkings, mobile network's networking;
The ambient parameter of various different communication protocol forms is converted one by one according to default specification, consolidation form is generated Ambient parameter;Wherein, the consolidation form includes device class numbering, device name numbering, acquisition time, ambient parameter class Type;
It is whether normal according to expert diagnosis model inspection ambient parameter, when the ambient parameter is abnormal, mark the ring Border parameter simultaneously sends early warning signal;
The ambient parameter is carried out into classification storage;
According to input condition access server, the ambient parameter related to input condition is screened by it with chart and map side The mode of position is shown.
As described above, monitoring system of internet of things of the invention and method, have the advantages that:
By the collection terminal for combining various networking modes, it is unified rule that will gather all kinds of ambient parameters and carry out standard conversion The ambient parameter of lattice so that Internet of things system can simultaneously meet multiple network applied environment, meanwhile, by expert diagnosis model Detect whether each ambient parameter for receiving is normal, when detecting certain ambient parameter and being abnormal, mark the ambient parameter and right Early warning signal should be sent, before each ambient parameter is not processed, pre-detection is carried out to it, compared to data directly to gathering Treatment is analyzed, the accuracy of whole monitoring system of internet of things is improve.
Brief description of the drawings
Fig. 1 is shown as a kind of monitoring system of internet of things structured flowchart of present invention offer;
Fig. 2 is shown as a kind of complete structure block diagram of monitoring system of internet of things of present invention offer;
Fig. 3 is shown as a kind of Internet of Things monitoring method flow chart of present invention offer.
Component label instructions:
1 collection terminal
2 servers
3 terminals
21 data normalization modules
22 diagnostic modules
23 memory modules
24 analysis and processing modules
S1~S4 steps 1 are to step 4
Specific embodiment
Embodiments of the present invention are illustrated below by way of specific instantiation, those skilled in the art can be by this specification Disclosed content understands other advantages of the invention and effect easily.The present invention can also be by specific realities different in addition The mode of applying is embodied or practiced, the various details in this specification can also based on different viewpoints with application, without departing from Various modifications or alterations are carried out under spirit of the invention.It should be noted that, in the case where not conflicting, following examples and implementation Feature in example can be mutually combined.
It should be noted that the diagram provided in following examples only illustrates basic structure of the invention in a schematic way Think, component count, shape and size when only display is with relevant component in the present invention rather than according to actual implementation in schema then Draw, it is actual when the implementing kenel of each component, quantity and ratio can be a kind of random change, and its assembly layout kenel It is likely more complexity.
Embodiment 1
Fig. 1 is referred to, the present invention provides a kind of monitoring system of internet of things structured flowchart, including:
Collection terminal 1, comprising polytype detector, for gathering current ambient parameter;
Wherein, the polytype detector comprising temperature sensor, humidity sensor, Smoke Sensor, etc., can root The parameter type of collection is needed according to user's request selection, so that correspondence increases the type and quantity of detector.
Server 2, for the communication mode difference used according to each detector in the collection terminal and to different communication The ambient parameter of agreement is converted, and the ambient parameter of default specification is converted into according to standardization, and the ambient parameter is entered Row storage;Whether to be normally additionally operable to according to expert diagnosis model inspection ambient parameter, when the ambient parameter is abnormal, mark The ambient parameter simultaneously carries out early warning;Wherein, the expert diagnosis model is formed, the communication protocols for historical failure message sample The species of view is corresponding with the networking mode that detector is used;
Terminal 3, for according to input condition access server, screening the ambient parameter related to input condition by it to scheme The mode in table and map orientation is shown.
The terminal be computer, smart mobile phone, panel computer, palm PC or notebook in any one or a few, The terminal by install client or monitoring software can network attached server, wherein, the data preserved in server can lead to Cross terminal to be inquired about, the result of inquiry is shown in the way of chart and map orientation;Meanwhile, terminal can divide by by data Analysis result is shown.
In the present embodiment, the ambient parameter of various types of communication agreement of the server to gathering is converted one by one, by its turn It is the ambient parameter of unified default specification, is easy to statistical analysis;Meanwhile, also allow for storage;Can be examined according to expert diagnosis model Whether the ambient parameter for surveying the transmission of each detector is abnormal, when the ambient parameter is abnormal, early warning can be carried out, from service Device end optimizes the environmental data of collection, it is to avoid do a large amount of idle work data processings, also in a disguised form improves whole system data The accuracy for the treatment of.
Embodiment 2
On the basis of the embodiment, multiple detectors connect gateway device by LORA networkings, or, it is multiple The detector connects gateway device by WIFI networkings, or, multiple detectors connect net by mobile network's networking Pass equipment, wherein, the gateway device carries out information exchange by network attached server.
Wherein, the detector can integrated LORA modules, WIFI module, mobile network's module etc.;Specifically, server exists Its down direction can network connection multiple gateway devices, multiple gateway devices have can by WIFI networkings connect other detect Device, also can gateway LORA networkings connect other detectors, also can by mobile network (GPRS, 3/4/5G network) connect other visit Device is surveyed, for example, the mode such as Zigbee, bus can be also added in networking, in addition, the descending networking mode of gateway can mixed networking. Be combined by by the combination of different detectors and different detector network, can flexible networking, increase Internet of Things The scope of monitoring so that Internet of things system can simultaneously meet multiple network applied environment, with preferable generalization.
Embodiment 3
For compared to existing detector, each detector includes central processing unit in the application, and it is used for collection Parameter added up to judge whether it is disturbing signal, if accumulated value is zero in certain period of time, the parameter It is disturbing signal;If in certain period of time, the continuous parameters occur or its trend in augment direction (in certain time Interior continuous appearance, or, the Trend value presented to a direction is increasing), then the parameter is non-disturbing signal.To visit Survey device collection data carry out analog-to-digital conversion, using accumulation algorithm and judge flow judge one by one collection terminal collection various letters Whether number it is disturbing signal, disturbing signal is mostly the accidental change of component unstable properties, spread of voltage or monitoring parameter Change is caused, and when the signal for detecting collection is disturbing signal, i.e., the upload for gathering signal is not synchronized into server;Only when The signal for detecting collection is not disturbing signal, as normal signal.Used by each detector in collection terminal The pretreatment mode, greatly reduces the data volume of whole monitoring system, meanwhile, also improve the accurate of raw data acquisition Property.
In addition, it is (bent on temperature and output accuracy also to store Figaro temperature difference compensation curve in the central processing unit Line), when the ambient parameter of detector collection is detected, passed according to temperature in the detector with reference to sieve temperature difference compensation curve is added The real time temperature of sensor collection carries out digital compensation to the ambient parameter for gathering.Temperature sensor is provided with i.e. described detector (e.g., Honeywell type sensor), wherein, it is desirable to it at least has high accuracy, using temperature sensor precision according in real time The ambient parameter of collection is compensated according to Figaro temperature difference compensation curve, increases substantially the output accuracy of detector.
Embodiment 4
Fig. 2 is referred to, is a kind of complete structure block diagram of monitoring system of internet of things that the present invention is provided;Including:
The server 2 includes data normalization module 21, the ring of the various different communication protocol forms for that will receive Border parameter is converted one by one according to default specification, generates the ambient parameter of consolidation form, and the consolidation form includes equipment class Not Bian Hao, device name numbering, acquisition time, ambient parameter type;The server also includes diagnostic module 22, for basis Whether expert diagnosis model inspection ambient parameter is normal, when the ambient parameter is abnormal, marks the ambient parameter and sends Early warning signal is to terminal;Wherein, the database that the expert diagnosis model is formed for historical failure message sample, the expert Diagnostic module has the function of self-renewing and amendment;The server also includes memory module 23, for all kinds of according to gathering The type of ambient parameter is classified storage.
Specifically, for example, the ambient parameter of consolidation form is temperature sensor, 1,2016-12-27-15:20th, 40 DEG C, etc. Deng, wherein, expert diagnosis model is constituted for a large amount of historical failure message samples, can be based on deep learning model, using mark Note mode trains various ambient parameters, ensures that whether its ambient parameter for being able to detect that reception is abnormal, meanwhile, root According to substantial amounts of historical data fault message, (such as:Regardless of ambient parameter its to always to that should have corresponding value range, when not existing In the range of be then evident as exception) expert diagnosis model can be allowed to be updated and self-teaching, its recognition detection ability is protected Hold in higher level, such as accuracy rate more than 99%.To be stored by the ambient parameter of detection, storage mode can be distribution Storage, centralised storage, herein preferably centralised storage.
The server also includes analysis and processing module 24, and it is used to be responded according to the input condition of the terminal, Screening feeds back to terminal with input condition in the data of correlation by described in the ambient parameter of storage;Wherein, the input Condition be in device class numbering, device name numbering, acquisition time or ambient parameter type any one or a few.
In the present embodiment, the unification of all ambient parameters is switched into default specification, is easy to focus on, meanwhile, using special Family's diagnostic model detects each ambient parameter so that the data accuracy of analyzing and processing is greatly improved, and more conducively user accurately supervises Control each ambient parameter.
Embodiment 5
Fig. 3 is referred to, for the another object of invention is to provide a kind of Internet of Things monitoring method, including:
Step S1, corresponding ambient parameter is gathered using various detectors, wherein, the networking mode of the detector is included One or more in LORA networkings, WIFI networkings, mobile network's networking;
Step S2, the ambient parameter of various different communication protocol forms is converted one by one according to default specification, generation The ambient parameter of consolidation form;Wherein, the consolidation form includes device class numbering, device name numbering, acquisition time, ring Border parameter type;
Step S3, it is whether normal according to expert diagnosis model inspection ambient parameter, when the ambient parameter is abnormal, mark Remember the ambient parameter and send early warning signal;
Step S4, classification storage is carried out by the ambient parameter;
Step S5, according to input condition access server, screens the ambient parameter related to input condition by it with chart Mode with map orientation is shown.
In the present embodiment, first the ambient parameter of different communication protocol form is converted one by one, is changed into unified default The ambient parameter of specification, is easy to focus on, meanwhile, whether the ambient parameter to receiving detects judge it one by one It is abnormal data, when abnormal environment parameter (abnormal data) is filtered out, remaining normal data is carrying out statistical analysis, can improve The accuracy of whole monitoring mode.
On the basis of embodiment 5, the ambient parameter is before collection, it is necessary to the parameter to gathering is added up to sentence Breaking, whether it is disturbing signal, if accumulated value is zero in certain period of time, the parameter is disturbing signal;If one Fix time in section, the continuous parameters occur or its trend is in augment direction, then the parameter is sent to clothes for non-disturbing signal Business device.Being corresponded in each detector has disturbance to judge, the data equivalent to AD conversion carry out digital compensation, can avoid disturbance Signal improves the degree of accuracy of Monitoring Data as normal signal treatment.
In sum, the present invention is carried out all kinds of ambient parameters of collection by the collection terminal for combining various networking modes Standard conversion is the ambient parameter of unified specification so that Internet of things system can simultaneously meet multiple network applied environment, meanwhile, Whether each ambient parameter received by expert diagnosis model inspection is normal, when detecting certain ambient parameter and being abnormal, mark Remember the ambient parameter and correspondence sends early warning signal, before each ambient parameter is not processed, pre-detection is carried out to it, compare Treatment directly is analyzed to the data for gathering, the accuracy of whole monitoring system of internet of things is improve.So, the present invention is effectively Overcome various shortcoming of the prior art and have high industrial utilization.
The above-described embodiments merely illustrate the principles and effects of the present invention, not for the limitation present invention.It is any ripe The personage for knowing this technology all can carry out modifications and changes under without prejudice to spirit and scope of the invention to above-described embodiment.Cause This, those of ordinary skill in the art is complete with institute under technological thought without departing from disclosed spirit such as Into all equivalent modifications or change, should be covered by claim of the invention.

Claims (10)

1. a kind of monitoring system of internet of things, it is characterised in that including:
Collection terminal, comprising polytype detector, for gathering current ambient parameter;
Server, for the communication mode difference used according to each detector in the collection terminal and to different communication protocol Ambient parameter is converted, and the ambient parameter of default specification is converted into according to standardization, and the ambient parameter is stored; Whether it is additionally operable to according to expert diagnosis model inspection ambient parameter normally, when the ambient parameter is abnormal, mark the environment Parameter simultaneously carries out early warning;Wherein, the expert diagnosis model is formed, the kind of the communication protocol for historical failure message sample Class is corresponding with the networking mode that detector is used;
Terminal, for according to input condition access server, screen the ambient parameter related to input condition by it with chart and The mode in map orientation is shown.
2. monitoring system of internet of things according to claim 1, it is characterised in that the polytype detector includes temperature Sensor, humidity sensor, Smoke Sensor.
3. monitoring system of internet of things according to claim 1, it is characterised in that multiple detectors pass through LORA networkings Connection gateway device, or, multiple detectors connect gateway device by WIFI networkings, or, multiple detectors Gateway device is connected by mobile network's networking, wherein, the gateway device carries out information exchange by network attached server.
4. monitoring system of internet of things according to claim 1, it is characterised in that the detector includes central processing unit, It is used to that the parameter for gathering to be added up to judge whether it is disturbing signal, if accumulated value is in certain period of time Zero, then the parameter is disturbing signal;If in certain period of time, the continuous parameters occur or its trend is in increase side To then the parameter is non-disturbing signal.
5. monitoring system of internet of things according to claim 4, it is characterised in that the central processing unit also stores Figaro Temperature difference compensation curve, when the ambient parameter of detector collection is detected, reference plus sieve temperature difference compensation curve are according to the detection The real time temperature of temperature sensor collection carries out digital compensation to the ambient parameter for gathering in device.
6. monitoring system of internet of things according to claim 1, it is characterised in that the server includes data normalization mould Block, for the ambient parameter of the various different communication protocol forms for receiving to be converted one by one according to default specification, generation system The ambient parameter of one form, the consolidation form includes device class numbering, device name numbering, acquisition time, ambient parameter Type;Whether the server also includes diagnostic module, for normal according to expert diagnosis model inspection ambient parameter, when described When ambient parameter is abnormal, marks the ambient parameter and send early warning signal to terminal;Wherein, the expert diagnosis model is to go through History fault message sample and the database that is formed, the expert diagnosis module have the function of self-renewing and amendment;The clothes Business device also includes memory module, for storage of being classified according to the type for gathering all kinds of ambient parameters.
7. monitoring system of internet of things according to claim 1, it is characterised in that the server also includes analyzing and processing mould Block, it is used to be responded according to the input condition of the terminal, and screening and input condition are in phase in the ambient parameter of storage The data of closing property, terminal is fed back to by described;Wherein, the input condition is device class numbering, device name numbering, collection In time or ambient parameter type any one or a few.
8. monitoring system of internet of things according to claim 1, it is characterised in that the terminal be computer, smart mobile phone, In panel computer, palm PC or notebook any one or a few.
9. a kind of monitoring system of internet of things, it is characterised in that including:
Gather corresponding ambient parameter using various detectors, wherein, the networking mode of the detector comprising LORA networkings, One or more in WIFI networkings, mobile network's networking;
The ambient parameter of various different communication protocol forms is converted one by one according to default specification, the ring of consolidation form is generated Border parameter;Wherein, the consolidation form includes device class numbering, device name numbering, acquisition time, ambient parameter type;
It is whether normal according to expert diagnosis model inspection ambient parameter, when the ambient parameter is abnormal, mark the environment to join Count and send early warning signal;
The ambient parameter is carried out into classification storage;
According to input condition access server, the ambient parameter related to input condition is screened by it with chart and map orientation Mode is shown.
10. monitoring system of internet of things according to claim 9, it is characterised in that the detector is in collection ambient parameter Before, it is necessary to the parameter to gathering is added up to judge whether it is disturbing signal, if the accumulated value in certain period of time It is zero, then the parameter is disturbing signal;If in certain period of time, the continuous parameters occur or its trend is in increase side To then the parameter is sent to server for non-disturbing signal.
CN201611252604.0A 2016-12-30 2016-12-30 Internet of Things monitoring system and method Pending CN106713472A (en)

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CN107846459A (en) * 2017-10-31 2018-03-27 杭州电子科技大学 A kind of urban air-quality real-time monitoring system based on LoRa technologies
CN109752607A (en) * 2017-11-06 2019-05-14 株洲中车时代电气股份有限公司 A kind of method and system of traction converter failure diagnosis
CN108181886A (en) * 2017-12-30 2018-06-19 中国移动通信集团江苏有限公司 Intelligence rural area Internet of Things management method, device, equipment and medium
CN108597618A (en) * 2018-04-20 2018-09-28 杭州恒生数字设备科技有限公司 A kind of influenza prediction video camera with autolearn feature
CN108737982A (en) * 2018-05-10 2018-11-02 东北农业大学 A kind of low-power consumption poultry house wireless monitor network data fusion method
CN110535895A (en) * 2018-05-25 2019-12-03 武汉虹信技术服务有限责任公司 A kind of machine room monitoring system based on technology of Internet of things
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