CN109100951A - A kind of smart home system based on big data - Google Patents
A kind of smart home system based on big data Download PDFInfo
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- CN109100951A CN109100951A CN201811297112.2A CN201811297112A CN109100951A CN 109100951 A CN109100951 A CN 109100951A CN 201811297112 A CN201811297112 A CN 201811297112A CN 109100951 A CN109100951 A CN 109100951A
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- big data
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- smart home
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- 238000012545 processing Methods 0.000 claims abstract description 13
- 230000006870 function Effects 0.000 claims description 20
- 238000000605 extraction Methods 0.000 claims description 10
- 238000013507 mapping Methods 0.000 claims description 9
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 claims description 8
- 238000004378 air conditioning Methods 0.000 claims description 4
- 230000008859 change Effects 0.000 claims description 4
- 238000004140 cleaning Methods 0.000 claims description 4
- 239000000284 extract Substances 0.000 claims description 4
- 241001269238 Data Species 0.000 claims description 3
- 230000005540 biological transmission Effects 0.000 claims description 3
- 238000004364 calculation method Methods 0.000 claims description 3
- 238000006243 chemical reaction Methods 0.000 claims description 3
- 238000004891 communication Methods 0.000 claims description 3
- 238000013480 data collection Methods 0.000 claims description 3
- 238000012217 deletion Methods 0.000 claims description 3
- 230000037430 deletion Effects 0.000 claims description 3
- 230000000694 effects Effects 0.000 claims description 3
- 238000003780 insertion Methods 0.000 claims description 3
- 230000037431 insertion Effects 0.000 claims description 3
- 238000012163 sequencing technique Methods 0.000 claims description 3
- 238000013461 design Methods 0.000 abstract description 3
- 230000003925 brain function Effects 0.000 abstract description 2
- 239000011551 heat transfer agent Substances 0.000 abstract description 2
- 238000010586 diagram Methods 0.000 description 4
- 238000000034 method Methods 0.000 description 4
- 210000004556 brain Anatomy 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 3
- 239000000203 mixture Substances 0.000 description 3
- 230000008569 process Effects 0.000 description 3
- 230000005611 electricity Effects 0.000 description 2
- 238000005286 illumination Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000007405 data analysis Methods 0.000 description 1
- 230000007812 deficiency Effects 0.000 description 1
- 239000004744 fabric Substances 0.000 description 1
- 238000003973 irrigation Methods 0.000 description 1
- 230000002262 irrigation Effects 0.000 description 1
- 238000012360 testing method Methods 0.000 description 1
Classifications
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B15/00—Systems controlled by a computer
- G05B15/02—Systems controlled by a computer electric
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM]
- G05B19/4185—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM] characterised by the network communication
- G05B19/4186—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM] characterised by the network communication by protocol, e.g. MAP, TOP
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B2219/00—Program-control systems
- G05B2219/20—Pc systems
- G05B2219/26—Pc applications
- G05B2219/2642—Domotique, domestic, home control, automation, smart house
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- Engineering & Computer Science (AREA)
- General Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Automation & Control Theory (AREA)
- Manufacturing & Machinery (AREA)
- Quality & Reliability (AREA)
- Selective Calling Equipment (AREA)
Abstract
The present invention discloses a kind of smart home system based on big data, system design is carried out based on Intelligent housing is directed on the basis of big data cloud platform, intelligent appliance, central controller, big data cloud platform, mobile terminal interconnection are built, and since big data cloud platform has human brain function, distributed variable-frequencypump can be carried out to a large amount of heat transfer agents, and it is sent and is instructed to bottom household appliance according to processing result, to realize wisdom service, make people without any operation, it can easily to enjoy the living environment of the most comfortable.
Description
Technical field
The present invention relates to smart home field technologies, refer in particular to a kind of smart home system based on big data.
Background technique
Traditional smart home is that people are remotely controlled using mobile terminal, realizes that the control of household electrical appliances relies primarily on people
For interference, it is an open cycle system, can remotely controls, but the data of household electrical appliances cannot be obtained, cannot automatically control, uses
It is inconvenient.
Phase III, intelligent appliance system possess " brain ", have elaborative faculty, learning ability.Cloud platform collects intelligence
The data that household electrical appliances are fed back, as collected data are increasing, the raising of big data analysis technology, cloud platform can be learned
The use habit at family is commonly used, demand of " thinking " user under corresponding space-time carries out automatically controlling.Household electrical appliances manufacturer can analyze
Different zones user designs more diversification, the product being more suitable for using hobby.
Summary of the invention
In view of this, in view of the deficiencies of the prior art, the present invention aims to provide one kind to be based on big data
Smart home system, without people participate in can be realized various household electrical appliances intelligence adjust.
To achieve the above object, the present invention is using following technical solution:
A kind of smart home system based on big data, including intelligent appliance, central controller, big data cloud platform, movement are eventually
End, wherein intelligent appliance and central controller are interconnected by wired or wireless network, and central controller and big data cloud platform pass through internet
Interconnection, the big data cloud platform are interconnected by wired or wireless network and mobile terminal；
The intelligent appliance includes by RF wireless system, ZIGBEE network control system, WIFI network control system, red
At least one mode and household appliance and sensor of outer control system interconnect；
The central controller includes intelligent gateway, intelligent base, Intelligent flat, passes through RF wireless system, ZIGBEE net respectively
Network control system, WIFI network control system, infrared control system and each household electrical appliances interconnect；And the intelligent gateway, intelligent base,
Intelligent flat is connected by cable with router, realizes that data-signal and transmission, router are connected on big data by internet
Server of cloud platform；
Big data cloud processing system based on big data cloud platform, will clothes by the access service that server provides Web layers
The source data of business device is delivered to source database, in big data platform, extracts delta data using extraction tool, flat in big data
Platform realizes cleaning, conversion and the storage of data, and the computing cluster of big data has powerful calculation function, divides information
Cloth parallel processing, and the corresponding intelligent appliance of bottom is issued according to processing result and is instructed, to achieve the effect that intelligent control, together
When also by the state of various sensing datas and the corresponding intelligent appliance of bottom be written database；
Mobile terminal passes through related smart home APP system and accesses big data cloud platform database, each to check and control
The operating condition of intelligent appliance.
As a preferred embodiment, the framework of the big data cloud platform mainly by distributed file system and mapping/
Two, specification engine main sub-projects are constituted.
As a preferred embodiment, the mapping/specification engine is made of a host node and multiple child nodes, is a kind of
Typical master-slave architecture is shielded the labyrinth of bottom by host node, and provides convenient file directory to client and reflect
It penetrates；Host node stores the metadata of file system, these metadata include the name space of file system, and is responsible for management text
The service such as storage of part, but actual data and it is not stored in host node, but data are stored by child node, then by client
Data communication is directly established with child node in end.
As a preferred embodiment, the journal file in the extraction tool parsing source database, extracts primary data
And changed incremental data, extraction tool is not provided with the direct support to the computing cluster of big data, but is to provide
Trail file is resolved to the function of flat file, and flat file is can be identified by the computing cluster of big data；Source
The situation of change of data can be generally divided into three classes in database: the data of the data of insertion, the data of update and deletion.
As a preferred embodiment, the computing cluster of big data runs the large data collection on computer cluster distributed
It calculates, does parallel computing processing for mass data, the entire framework of the computing cluster of big data is by Map function, Reduce letter
Number, classification and sequencing unit composition, when program input one organizes key-value pair greatly, Map function automatically decouples the key assignments of script
At the key-value pair of multiple groups intermediary, then Reduce function remerges the pairing of the middle intermediate value with same keys, and abbreviation is at last defeated
Out as a result, output result enters in distributed data base.
As a preferred embodiment, the mobile terminal includes smart phone, tablet computer, laptop, desktop
At least one of brain.
As a preferred embodiment, the RF wireless system and human inductor, door sensor inductor, intelligent panel switch are mutual
Connection.
As a preferred embodiment, the ZIGBEE network control system and intelligent wall jack, bulb lamp, light bar, hang
Line lamp, Intelligent light sensing answer device to interconnect.
As a preferred embodiment, the WIFI network control system and intelligent portable socket, camera, air cleaning
Device, amusement audio-video system, intelligent door lock, the interconnection of net water dispenser.
As a preferred embodiment, the infrared control system and television set, electrically driven curtain, air-conditioning, water heater interconnect.
The present invention has obvious advantages and beneficial effects compared with the existing technology, specifically, by above-mentioned technical proposal
It is found that having built intelligent family the present invention is based on being directed to Intelligent housing on the basis of big data cloud platform to carry out system design
Electricity, central controller, big data cloud platform, mobile terminal interconnection, and since big data cloud platform has human brain function, it can be to big
It measures heat transfer agent and carries out distributed variable-frequencypump, and sent and instructed to bottom household appliance according to processing result, to realize wisdom
Change service, make people without any operation, it can easily enjoys the temperature, humidity, illumination etc. of the most comfortable.
In order to explain the structural features and functions of the invention more clearly, come with reference to the accompanying drawing with specific embodiment to this hair
It is bright to be described in detail.
Detailed description of the invention
Fig. 1 is the structure composition block diagram of embodiments of the present invention；
Fig. 2 is the wiring diagram of embodiments of the present invention.
Fig. 3 is the framework map of the big data cloud platform of embodiments of the present invention.
Fig. 4 is the working principle diagram of the big data cloud platform of embodiments of the present invention.
Fig. 5 is the working principle exemplary diagram of big data cloud platform in embodiments of the present invention.
Description of drawing identification:
10, intelligent appliance 11, RF wireless system
111, human inductor 112, door sensor inductor
113, intelligent panel switch 12, ZIGBEE network control system
121, intelligent wall jack 122, bulb lamp
123, light bar 124, Line lamp
125, Intelligent light sensing answers device 13, WIFI network control system
131, intelligent portable socket 132, camera
133, air purifier 134, amusement audio-video system
135, intelligent door lock 136, net water dispenser
14, infrared control system 141, television set
142, electrically driven curtain 143, air-conditioning
144, water heater 20, central controller
21, intelligent gateway 22, intelligent base
23, Intelligent flat 30, big data cloud platform
31, server 32, source database
33, extraction tool 34, big data computing cluster
35, distributed file system 36, mapping/specification engine
40, mobile terminal 41, smart home APP system
411, smart phone 412, tablet computer
413, laptop 414, desktop computer.
Specific embodiment
It please refers to shown in Fig. 1 to Fig. 5, that show the specific structures of the preferred embodiments of the invention, including intelligent family
Electric 10, central controller 20, big data cloud platform 30, mobile terminal 40, wherein intelligent appliance 10 and central controller 20 pass through wired or nothing
The line network interconnection, central controller 20 and big data cloud platform 30 are interconnected by internet, and the big data cloud platform 30 passes through wired
Or wireless network and mobile terminal 40 interconnect.
Wherein, the intelligent appliance 10 includes passing through RF wireless system 11, ZIGBEE network control system 12, WIFI network
Control system 13, at least one mode of infrared control system 14 and household appliance and sensor interconnection.For example, the RF is wireless
The interconnection such as system 11 and human inductor 111, door sensor inductor 112, intelligent panel switch 113.The ZIGBEE network-control
System 12 and intelligent wall jack 121, bulb lamp 122, light bar 123, Line lamp 124, Intelligent light sensing answer device 125 etc. to interconnect.Institute
State WIFI network control system 13 and intelligent portable socket 131, camera 132, air purifier 133, amusement audio-video system
134, intelligent door lock 135, net water dispenser 136 etc. interconnect.The infrared control system 14 and television set 141, electrically driven curtain 142,
The interconnection such as air-conditioning 142, water heater 144.
The central controller 20 includes one of intelligent gateway 21, intelligent base 22, Intelligent flat 23 or combination, passes through RF respectively
Wireless system 11, ZIGBEE network control system 12, WIFI network control system 13, infrared control system 14 and each household electrical appliances are mutual
Connection.And the intelligent gateway 21, intelligent base 22, Intelligent flat 23 are connected by cable with router, realization data-signal with
Transmission, router are connected on the server 31 of big data cloud platform 30 by internet.
Big data cloud processing system based on big data cloud platform 30 provides Web layers of access service by server 31
The source data of server 31 is delivered to source database 32, in big data platform, extracts delta data using extraction tool 33,
Cleaning, conversion and the storage of data are realized in big data platform, the computing cluster 34 of big data has powerful calculation function,
Distributed variable-frequencypump is carried out to information, and the corresponding intelligent appliance of bottom 10 is issued according to processing result and is instructed, to reach intelligence
The effect that can control, while database also is written into the state of various sensing datas and the corresponding intelligent appliance 10 of bottom.
The mobile terminal 40 accesses 30 database of big data cloud platform by correlation smart home APP system 41, to look into
See and control the operating condition of each intelligent appliance 10.In the present embodiment, the mobile terminal 40 includes smart phone 411, plate
At least one of computer 412, laptop 413, desktop computer 414.
As shown in figure 3, the framework of the big data cloud platform 30 is also by distributed file system 35 and mapping/specification engine
36 two main sub-projects are constituted.
The mapping/specification engine 36 is made of a host node and multiple child nodes, is a kind of typical master-slave mode frame
Structure is shielded the labyrinth of bottom by host node, and provides convenient file directory mapping to client；Host node stores
The metadata of file system, these metadata include the name space of file system, and the service such as storage for being responsible for management file,
But actual data are simultaneously not stored in host node, but data are stored by child node, then directly and child node by client
Establish data communication.
As shown in figure 4, the extraction tool 33 parses the journal file in source database 32, primary data and hair are extracted
The incremental data for changing, extraction tool 33 is not provided with the direct support to the computing cluster 34 of big data, but is to provide
Trail file is resolved to the function of flat file, and flat file is can be identified by the computing cluster 34 of big data；
The situation of change of data can be generally divided into three classes in source database 32: the data of the data of insertion, the data of update and deletion.
As shown in figure 4, the computing cluster 34 of big data runs distributed computing to the large data collection on computer cluster,
Do parallel computing processing for mass data, the entire framework of the computing cluster 34 of big data be by Map function, Reduce function,
Classification and sequencing unit composition, when program input one organizes key-value pair Key/Value greatly, Map function is automatically by the key of script
Value is split into the key-value pair of multiple groups intermediary, and then Reduce function remerges the pairing of the middle intermediate value with same keys, and abbreviation is at most
Output afterwards is as a result, output result enters in distributed data base.
The Map/Reduce calculating process concept that temperature value statistics program is run in one smart home system can be found in
Shown in Fig. 5.After three distributed file system 35Map function, classification and sequence, Reduce function step process, simplify number
According to output result.
Illustrate the operational process of the smart home system the present invention is based on big data with example below.
In lighting system, the light value that Intelligent light sensing answers device 125 will test is passed by ZIGBEE network control system 12
It is defeated by intelligent support or Intelligent flat 23, router is transferred to by intelligent gateway 21, signal is transported to big data by router
Cloud platform 30, big data cloud platform 30 are equivalent to intelligent brain, when light value within the critical value when, do not drive illumination family
Electricity.When light value is higher or lower than the critical value of setting, then by corresponding driving signal along road feedback to ZIGBEE network-control
System 12, such as control headlamp light, or closing curtain etc., remain light value within the critical value.
Similarly, the control principle of temperature and humidity system, access control system, security system, drip irrigation system etc. and lighting system are similar
Seemingly, various home wiring controls is made to become more to be easy and intelligence.
The above described is only a preferred embodiment of the present invention, be not intended to limit the scope of the present invention,
Therefore any subtle modifications, equivalent variations and modifications to the above embodiments according to the technical essence of the invention, still
Belong in the range of technical solution of the present invention.
Claims (10)
1. a kind of smart home system based on big data, including intelligent appliance, central controller, big data cloud platform, mobile terminal,
Wherein, intelligent appliance and central controller are interconnected by wired or wireless network, and central controller is mutual by internet with big data cloud platform
Connection, the big data cloud platform are interconnected by wired or wireless network and mobile terminal；It is characterized by:
The intelligent appliance includes passing through RF wireless system, ZIGBEE network control system, WIFI network control system, infrared control
At least one mode and household appliance and sensor of system processed interconnect；
The central controller includes intelligent gateway, intelligent base, Intelligent flat, passes through RF wireless system, ZIGBEE network control respectively
System, WIFI network control system, infrared control system and each household electrical appliances processed interconnect；And the intelligent gateway, intelligent base, intelligence
Plate is connected by cable with router, realizes data-signal and transmission, and router is connected on big data cloud by internet and puts down
The server of platform；
Big data cloud processing system based on big data cloud platform provides Web layers of access services for server by server
Source data be delivered to source database, in big data platform, using extraction tool extract delta data, big data platform reality
Cleaning, conversion and the storage of existing data, the computing cluster of big data have powerful calculation function, carry out to information distributed
Parallel processing, and the corresponding intelligent appliance of bottom is issued according to processing result and is instructed, to achieve the effect that intelligent control, simultaneously also
Database is written into the state of various sensing datas and the corresponding intelligent appliance of bottom；
Mobile terminal passes through related smart home APP system and accesses big data cloud platform database, to check and control each intelligence
The operating condition of household electrical appliances.
2. a kind of smart home system based on big data according to claim 1, it is characterised in that: the big data cloud
The framework of platform is mainly made of distributed file system and mapping/main sub-project of two, specification engine.
3. a kind of smart home system based on big data according to claim 2, it is characterised in that: the mapping/rule
About engine is made of a host node and multiple child nodes, is a kind of typical master-slave architecture, is shielded bottom by host node
Labyrinth, and provide the mapping of convenient file directory to client；Host node stores the metadata of file system, these
Metadata includes the name space of file system, and the service such as storage for being responsible for management file, but actual data are not stored
In host node, but data are stored by child node, data communication is directly then established with child node by client.
4. a kind of smart home system based on big data according to claim 1, it is characterised in that: the extraction tool
The journal file in source database is parsed, primary data is extracted and changed incremental data, extraction tool does not mention
For the direct support of the computing cluster to big data, but there is provided the functions that trail file is resolved to flat file, and put down
Face file is can be identified by the computing cluster of big data；The situation of change of data can be generally divided into three in source database
Class: the data of the data of insertion, the data of update and deletion.
5. a kind of smart home system based on big data according to claim 1, it is characterised in that: the calculating of big data
Cluster runs distributed computing to the large data collection on computer cluster, does parallel computing processing, big data for mass data
The entire framework of computing cluster be made of Map function, Reduce function, classification and sequencing unit, when program inputs one
When big group key-value pair, the key assignments of script is split into the key-value pair of multiple groups intermediary by Map function automatically, and then Reduce function closes again
And the middle intermediate value with same keys is matched, abbreviation is at last output as a result, output result enters in distributed data base.
6. a kind of smart home system based on big data according to claim 1, it is characterised in that: the mobile terminal
At least one including smart phone, tablet computer, laptop, desktop computer.
7. a kind of smart home system based on big data according to claim 1, it is characterised in that: the RF is without linear system
System is interconnected with human inductor, door sensor inductor, intelligent panel switch.
8. a kind of smart home system based on big data according to claim 1, it is characterised in that: the ZIGBEE net
Network control system answers device to interconnect with intelligent wall jack, bulb lamp, light bar, Line lamp, Intelligent light sensing.
9. a kind of smart home system based on big data according to claim 1, it is characterised in that: the WIFI network
Control system and intelligent portable socket, camera, air purifier, amusement audio-video system, intelligent door lock, net water dispenser are mutual
Connection.
10. a kind of smart home system based on big data according to claim 1, it is characterised in that: the infrared control
System processed and television set, electrically driven curtain, air-conditioning, water heater interconnect.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201811297112.2A CN109100951A (en) | 2018-11-01 | 2018-11-01 | A kind of smart home system based on big data |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
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| CN201811297112.2A CN109100951A (en) | 2018-11-01 | 2018-11-01 | A kind of smart home system based on big data |
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| Publication Number | Publication Date |
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| CN109100951A true CN109100951A (en) | 2018-12-28 |
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Application publication date: 20181228 |
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