CN108873729A - Artificial intelligence domestic environment management system based on big data - Google Patents
Artificial intelligence domestic environment management system based on big data Download PDFInfo
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- CN108873729A CN108873729A CN201810986817.9A CN201810986817A CN108873729A CN 108873729 A CN108873729 A CN 108873729A CN 201810986817 A CN201810986817 A CN 201810986817A CN 108873729 A CN108873729 A CN 108873729A
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- 238000007726 management method Methods 0.000 claims description 86
- 238000010438 heat treatment Methods 0.000 claims description 76
- 238000005057 refrigeration Methods 0.000 claims description 47
- 238000005516 engineering process Methods 0.000 claims description 32
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- 230000005611 electricity Effects 0.000 claims description 7
- 230000036541 health Effects 0.000 claims description 7
- 239000000126 substance Substances 0.000 claims description 7
- 239000012080 ambient air Substances 0.000 claims description 6
- 230000002452 interceptive effect Effects 0.000 claims description 6
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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
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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
- 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]
- G05B19/4183—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 data acquisition, e.g. workpiece identification
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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
- 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
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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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Abstract
The artificial intelligence domestic environment management system based on big data that the invention discloses a kind of, by identification system, intelligent integrated communication system, sensing system, domestic environment terminal system, artificial intelligence operation management system and cloud central processing unit composition, after the identification system identification inhabitation people information, the data analysis layer inhabitation people environmental data that sensing system is collected being uploaded to by intelligent integrated communication system in artificial intelligence operation management system, to establish exclusive " temperature-humidity " model of inhabitation people in the model layer in artificial intelligence operation management system, using a kind of artificial intelligence domestic environment management system based on big data disclosed by the invention, improve comfort level when user lives；The air quality safety for ensuring house space, can greatly save the energy expenditure in domestic environment equipment use process.
Description
Technical field
The present invention relates to a kind of artificial intelligence domestic environment management systems, in particular to a kind of based on the artificial of big data
Smart home environment management system.
Background technique
Smart home develops since the U.S. in the 1980s, it is to utilize comprehensive wiring using house as platform
Technology, network communication technology, security precautions technology, automatic control technology, Audiotechnica integrate the related facility of home life,
The management system of efficient housing facilities Yu family's schedule things is constructed, house security, convenience, comfort, art are promoted
Property, and realize the living environment of environmental protection and energy saving.In recent years, with the rapid development of network communication technology and technology of Internet of things, intelligence
Household can be changed and obtained quick development, but intelligent residence is more wide in range, including domestic environment management, security protection pipeline, joy
Major systems such as happy relationship, light management, energy management, domestic water management, it is related that these systems have different producers to provide
Equipment and control, operate relatively complicated.Domestic environment management system is most basic one of people's life living space
A system, it includes temperature, humidity and air quality, it not only decides the comfort level of living environment, has an effect on inhabitation people
Health, the equipment of domestic environment system mainly includes refrigerating and heating systems, fresh air system and except haze dust pelletizing system, at present
Technology there is drawback：1) refrigerating and heating systems, fresh air system and the equipment except haze dust pelletizing system are provided by different manufacturers,
Although these producers are all proposed terminal and long-range APP control accordingly, respective system require a controlling terminal into
Row operation, uses relatively complicated, and living space needs to install controlling terminal or mobile terminal one by one and needs to install not homology
The APP of system, user need that the time is spent to regulate and control each branch system, and user experience is excessively poor；2) traditional equipment manufacturer
More focus on the promotion of equipment performance, and ignore the user experience of control terminal, this has resulted in user and has needed to pacify in living space
Corresponding controlling terminal is filled, although mobile terminal APP is rapidly developed in recent years, the APP of these mobile terminals is mostly
The service that integration of equipments quotient provides, and these movement end control systems are mostly because that can not obtain the corresponding equipment source code of device manufacturer
And it is only capable of pass hull closure terminal, and occur that terminal is closed accordingly and device Host is also being run, it is according to incompletely statistics, integrated at present
The intelligent residence of control or long-range APP control intelligent residence cannot achieve to the control of device Host account for about 85% with
On, the consequence that device Host can not close is exactly only to close the operation of device end, and device Host is especially as refrigerated medium
The host of hot systems still works normally and the circular flow in blower main pipeline, causes great energy waste.
Chinese patent publication No. CN205318121U discloses a kind of artificial intelligence house system comprising environmental monitoring mould
Block is that network information module connect with Internet network and remotely led to control by computer by Internet network first
Machine 1 is controlled, and network information module includes bluetooth port, the port WiFi and mobile communication port, mobile phone, PAD and electricity
Brain can be connect with control host by bluetooth port, the port WiFi and mobile communication port and carry out home equipment and device
Control, mobile communication port connect with GSM communication network with the APP of control home equipment and device on smart phone,
User can send a command to control host by APP, the control of home equipment and device be carried out by host, in addition also
Text region chip is connect with control host, and Text region chip can be used for identifying the character message information that mobile phone is sent, from
And the control of home equipment and device is carried out by control host according to literal order.Although the patent name is " artificial intelligence
Energy house system ", but it is the long-range control being accomplished that smart home, that is, is accomplished that the symmetrical of point-to-point information, and
Can not artificial intelligence technology to the human-computer interaction of smart home and analysis, thinking and the decision of artificial intelligence, and such as aforementioned institute
It says, and the unresolved long-range control to each integrated equipment host.
Chinese patent publication No. CN103604198A discloses Intelligent air conditioner control system, it by intelligent control box respectively with
Indoor unit and outdoor unit connection, indoor unit detect indoor environment parameters for transmission to intelligent control box, outdoor unit sensing chamber outer ring
Border parameters for transmission is to intelligent control box；What the indoor environment parameter and outdoor unit of intelligent control box reception indoor unit transmission were transmitted
Outdoor Air Parameters carry out the configuration of optimal case according to running Optimization criterion and human comfort's type criterion, adjust control
Whole system configures the operation of indoor unit and outdoor unit.The program is only capable of carrying out air-conditioning system manual intelligent control, and family
Habitat environment system includes refrigerating and heating systems, fresh air system and removes haze dust pelletizing system, and the program does not solve house fundamentally
The manual intelligent of habitat environment controls.
Chinese patent publication No. CN105867158A disclose intelligent home furnishing control method based on artificial intelligence, device and
System determines the current status information of user first according to the location information and temporal information of the mobile terminal of acquisition；Then
Obtain the environmental parameter of smart home corresponding with the user；It is determining again to join with the current status information of the user and environment
The corresponding control strategy of number；Determining control strategy is finally sent to smart home corresponding with the user, so that described
Smart home adjusts working condition according to the control strategy.Hereby it is achieved that according to the position of user, time and smart home
Environment, control the working condition of smart home, so that the control of smart home is more acurrate, be more able to satisfy user's needs, and control
Process processed is manually operated without user, alleviates user's operation, improves efficiency and user experience.This method is obtaining user's shifting
After the location information of moved end, the control strategy to smart home environment is determined according to customer position information and environmental parameter, however
It wants mobile device to keep running background by GPS positioning module, wifi module and/or cellular mobile network, increases mobile device
Power consumption, also, the positioning such as GPS can deviate, and lead to the user information obtained inaccuracy.Just with it is described in specification
" user may correspond to multiple smart homes, for example, there are two residence or the corresponding smart homes of a user by user
Including dwellings and office, at this point, as same user can not appear in different intelligent household simultaneously where environment in, from
And when obtaining the environmental parameter of smart home corresponding to the user, it can also be determined corresponding according to the status information of user
The environmental parameter of smart home.", and environmental unit either cooling in summer or winter heating, ideal shape is reached from operation
The comfortable environment temperature of state needs the time, and the certain artificial intelligence in residence that user lives is determined according to the positioning of user, but
It is that environment can usually occur when user is to family a home from home ideally, environment temperature after getting home such as summer is not achieved
High, humidity height, PM2.5 high, temperature is low after winter gets home, humidity is low, PM2.5 high.Although the program uses artificial intelligence
Method controls domestic environment, but is not able to satisfy user to the comfortable and healthy primary demand of domestic environment.
In view of the above problems, the artificial intelligence domestic environment management system based on big data that the invention discloses a kind of,
It is existing to solve the problems, such as with technical characteristic as described below.
Summary of the invention
The main object of the present invention provides a kind of based on the artificial of big data aiming at the problem present on and limitation
Smart home environment management system.
To achieve the goals above, the invention discloses a kind of artificial intelligence domestic environment management system based on big data
System, by identification system, intelligent integrated communication system, sensing system, domestic environment terminal system, artificial intelligence operation pipe
Reason system and cloud central processing unit composition receive sensing system after the identification system identifies inhabitation people information
The inhabitation people environmental data of collection is uploaded to the analysis of the data in artificial intelligence operation management system by intelligent integrated communication system
Layer, so that exclusive " temperature-humidity " model of inhabitation people is established in the model layer in artificial intelligence operation management system, it is described
Artificial intelligence operation management system in real time will data analysis layer analysis conclusion import cloud central processing unit in carry out depth
Study upgrading, and household is assigned to domestic environment terminal system by artificial intelligence operation management system from cloud central processing unit
Environment " temperature-humidity " and air quality management operation reserve.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein：The inhabitation people information includes occupying
The firmly identity of people and the rule of life of inhabitation people, the identification system are set using biometric apparatus or mobile communication
Standby, the identification system binds mobile communication number after acquiring the biological data of each inhabitation people and corresponding each inhabitation people occupies
Solitary space firmly, the biometric apparatus are distributed in gate inhibition end and each living space end, the biology at the gate inhibition end
Fingerprint identification device, face recognition device, iris identification equipment, application on voiceprint recognition equipment, the gate inhibition can be used in identification equipment
The biometric apparatus at end can also be used in household safety-protection, and the identification system at each living space end uses human body infrared
Sensing identification equipment, inhabitation people stops or leaves the identification system at each living space end for identification, described
The mobile communication equipment of identification system uses with cellular mobile network and includes GPS positioning module or Beidou positioning module
Mobile device or wearable device.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein the intelligent integrated communication system
System is made of intelligent integrated control device and network communicating system, and the intelligent integrated control device executes sensing system number
According to upload, cloud central processing unit to domestic environment terminal system assign operation reserve order, the network communicating system
For the communication between identification system, sensing system and domestic environment terminal and cloud central processing unit, the net
Cable communicating technology or wireless communication technique can be used in network communication system, and the wireless communication technique can be used more mature
Wireless local area network technology, mobile communication technology, bluetooth technology with low power consumption or ZigBee technology, the identification system pass
Communication between sensor system and domestic environment terminal system uses wireless communication technique, the intelligent integrated communication system with
Communication between the central processing unit of cloud is parallel using cable communicating technology and wireless communication technique.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein the sensing system to
Real-time collecting environmental data, the environmental data include temperature, humidity, PM2.5, concentration of formaldehyde, CO2Concentration, the biography
Sensor system includes temperature sensor, humidity sensor, dust particles sensor, concentration of formaldehyde sensor and CO2Concentration sensing
Device, each sensor in the sensing system can be integrated by sensor combinations formulas more than any two or by each sensors
Central combination is integrated to be formed.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein the domestic environment terminal system
System is made of domestic environment terminal device system and domestic environment terminal control system, the domestic environment terminal device system
Including refrigeration/heating terminal system, central dust suction terminal system, fresh air except haze dehumidifying terminal system composition.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein the refrigeration/heating terminal system
System is according to the replacement in season and the demand of user provides refrigeration and heating, the refrigeration/heating terminal system can be used air-cooled
Heat pump refrigerating/heating all-in-one machine, earth source heat pump refrigeration/heating all-in-one machine, central air-conditioning refrigeration and low-temperature hot water floor radiant are adopted
Heating system combination, central air-conditioning refrigeration and electricity floor heating system in combination, the air-cooled heat pump refrigeration/heating all-in-one machine and ground source heat
Pump refrigeration/heating all-in-one machine realizes refrigeration by being mounted on the fan coil offer refrigerant in each home environment room, described
Air-cooled heat pump refrigeration/heating all-in-one machine and earth source heat pump refrigeration/heating all-in-one machine are pre-buried by each home environment room by hot water
The grounding heat coil tube of low-temperature hot water floor radiation heating realize heating, the central air-conditioning refrigeration is by being mounted on each residence
The fan coil of family's ambient room provides refrigerant to realize refrigeration, and the low-temperature hot water floor radiation heating system is to pass through pot
Stove heating hot water simultaneously passes through the grounding heat coil tube of the pre-buried low-temperature hot water floor radiation heating in each home environment room by hot water circuit
Realize heating, the electricity floor heating system is by using electric energy as the energy, the heating cable by being embedded in each home environment room
Or Electric radiant Heating Film is generated heat in energization to realize heating.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein the central dust suction terminal system
The more mature central dust absorbing system of technology can be used in system.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein the fresh air is whole except haze dehumidifying
End system is the central fresh air system with PM2.5 cleaning module and dehumidification function, and the blower of the central fresh air system is pacified
Room loaded on each home environment.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein the domestic environment terminal control
System processed receives the operating instruction that intelligent integrated control device is assigned and sets instruction issuing to being distributed in each domestic environment terminal
Standby system goes to execute, and the domestic environment terminal control system is fixed type environmental terminal control mechanism or has APP program
Mobile device, the fixed type environmental terminal control mechanism includes fixed type environmental terminal control mechanism communication module and family
Habitat environment terminal system communication module composition, the fixed type environmental terminal control mechanism are mounted on each living space end, institute
APP is voluntarily mounted on its mobile device end by kinsfolk by the mobile device with APP program stated according to actual needs.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein the fixed type environmental terminal
Control device communication module includes that refrigeration/heating terminal system communication module, central dust suction terminal system communication module, fresh air are removed
Haze dehumidifying terminal system communication module composition, the domestic environment terminal system communication module includes refrigeration/heating terminal system
Communication module, central dust suction terminal system communication module, fresh air except haze dehumidifying terminal system communication module and are respectively arranged in pair
On the domestic environment terminal device answered, the fixed type environmental terminal control mechanism communication module receives set interface or intelligence
Operating instruction that integrated control device is assigned simultaneously makes instruction issuing to the corresponding communication module of domestic environment terminal system
Corresponding domestic environment terminal device executes instruction.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein the fixed type environmental terminal
Control device further includes set interface module with the mobile device with APP program, and the set interface module includes operation
Setting, environmental parameter setting, user can complete corresponding operation in set interface module.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein the cloud central processing unit
Using more mature public cloud or self-built cloud.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein the artificial intelligence runs pipe
Reason system is made of smart home environment system data layer, model analysis layer, operation application layer and intelligent Service layer.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein the smart home environment system
System data Layer includes meteorological data module, user's habit data module, user's " temperature-humidity " data module and user's air matter
Data module composition is measured, the meteorological data module is the local meteorological data that central processing unit access in cloud obtains authorization,
Including current weather data, 2-36 hours future meteorological data, the meteorological data includes temperature data, humidity data, day
Gas status data and air quality data, it is that identification system acquires and uploads to cloud that the user, which is accustomed to data module,
The living habit data of each kinsfolk of central processing unit processing, including：Each member to family time, be away from home when
Between, time for resting on living space end public domain, the time for resting on independent living space end, user's " temperature-
The data of humidity " data module are：The corresponding living space end that user is arranged by domestic environment terminal control system
Temperature data, humidity data；User living space end sensor is uploaded to the temperature of cloud central processing unit, humidity data, institute
The user's air quality data module stated includes air quality standard data terminal and air quality sensor detection data end, described
Air quality standard data terminal use standard GB/T/T18883-2002《Indoor Air Quality standards》And GB3095-2012
《Ambient air quality》Specified in the various physics related with human health of room air, biology, chemistry and radioactivity
The parameter and index of substance, including following parameter and index：PM2.5 concentration limit is not higher than 30 μ g/m3/ h, concentration of formaldehyde limit value
Not higher than 0.1mg/m3/h、CO2Concentration limit is not higher than 0.1mg/m3/ h, TVOC concentration limit is not higher than 0.6mg/m3/ h, it is described
Air quality sensor detection data end be sensing system real-time monitoring and be uploaded to each inhabitation of cloud central processing unit
Vacant terminal PM2.5, formaldehyde, TVOC and CO2Concentration air quality data.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein the model analysis layer by with
It is accustomed to model module, user " temperature-humidity " model module, atmospheric quality models module and air quality standard data model in family
Module composition.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein the user is accustomed to pattern die
Root tuber is established according to the data analysis result that the user of domestic environment system data layer is accustomed to module, including each kinsfolk is per thoughtful
Family's time, the time of leaving home, public domain activity time, separate space activity time, the user " temperature-humidity " pattern die
Block is composed of user's residential space environment temperature, ambient humidity, and the user " temperature-humidity " model module includes using
Family " temperature-humidity " model running data terminal and user " temperature-humidity " model running end composition, " temperature-is wet by the user
Degree " model running data terminal is that operation " temperature-humidity " data that operation hours reaches under different environmental conditions refer to
Mark, the user " temperature-humidity " model running end include each kinsfolk's separate space " temperature-humidity " model and public
Regional temperature-Humidity Model, the atmospheric quality models module are according to the air quality in domestic environment system data layer
Each living space end PM2.5, formaldehyde, TVOC and the CO at sensor detection data end2Concentration air quality data is simultaneously calculated per small
When each air quality in substance and parameter, the air quality standard data model module include user's air quality standard
Data model operation data end and user's air quality standard data model operation end composition, user's air quality standard
Data model operation data end is the operation air quality standard data that operation hours reaches under different environmental conditions
Index, user's air quality standard data model operation end are the air quality standard in domestic environment system data layer
Substance and parameter in each air quality of data terminal.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein the operation application layer by with
Family application module and the automatic application module composition of intelligence.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein user's application module is
The operational management program being mounted on the fixed type environmental terminal control mechanism or mobile device of domestic environment terminal control system.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein user's application module by
Current environment display end and environment setting end form, and the current environment display end shows the meteorological letter in active user location
Breath and user's domestic environment information, the weather information in the active user location are that central processing unit access in cloud is awarded
The local meteorological data of power, the weather information in the active user location, including：It is state of weather, Current Temperatures, current wet
The weather advisory information of degree, current air mass and 3-72 hours future, user's domestic environment information are sensor system
The inhabitation people's environmental data for real-time collecting of uniting, user's domestic environment information include that user's household public domain and user are only
The environmental information in vertical region, including domestic environment：Temperature, humidity, air quality, the environment setting end includes user family
The setting of habitat environment public domain and user's isolated area environmental parameter and runing time, the environmental parameter setting include：
The setting of temperature, humidity, air quality, the setting of the runing time include the starting time of domestic environment system and shut down
The setting of time.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein the intelligence applies mould automatically
For block in artificial intelligence operation management system running background, the automatic application module of the intelligence includes user's domestic environment model
End, user's intelligent operation end, user's auto upgrading study end and intelligent recognition failure end composition, user's intelligent operation end
It executes the operation data at user's domestic environment model end and operation is assigned to domestic environment terminal by cloud central processing unit and refer to
Enable, described user's auto upgrading study end periodically read the data of domestic environment system data layer and data are counted,
User domestic environment model end is sent to for the upgrading at user's domestic environment model end after analysis, combing.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein user's domestic environment mould
Type end model module, user " temperature-humidity " model module, atmospheric quality models module are accustomed to by user using model analysis layer
With the user public domain space of the model foundation of air quality standard data model module or the domestic environment fortune in solitary space
Row model, including：User's residence time and environment " temperature-humidity " dimension, user's residence time and ambient air quality dimension,
Current environment " temperature-humidity " and reach user's living environment " temperature-humidity " time dimension and current environment air quality with
Reach user's living environment air quality time dimension.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein user's intelligent operation end
The user at the combination domestic environment model end positioned according to mobile communication equipment in user identity identification system is accustomed to model module
Determine that user reaches the time of living space, so that user environment parameter model is by cloud central processing unit to intelligent integrated
Intelligent integrated control device in communication system assigns instruction, and instruction is assigned to user's household by intelligent integrated control device respectively
Environment terminal control system simultaneously executes relevant instruction by domestic environment terminal device, and user's intelligent operation end is being run
During, the data for reading sensing system acquisition in real time and uploading, user's intelligent operation end reads sensing system
When environmental data reaches user's domestic environment model end gauage definite value, pass is assigned to intelligent integrated control device in user's intelligent operation end
Stop instruction；It is fixed that the environmental data that user's intelligent operation end reads sensing system reaches more than user's domestic environment model end gauage
When value, operating instruction is assigned to intelligent integrated control device in user's intelligent operation end.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein user's auto upgrading
End is practised periodically to read the data of domestic environment system data layer and formed after carrying out multi dimensional analysis and send user's household ring to
Upgrading of the border model end for user's domestic environment model end.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein the intelligent recognition failure end
By standard operation port, currently operation port, failure automatic detecting port and fault alarm port form, the standard operation
Port is the environment terminal device runing time obtained according to domestic environment system data layer analysis and reaches set environment data
Between relationship, the current operation port be in real time read sensing system upload ambient parameter data, the event
Hinder automatic detecting port and whether just the data judging ambient condition of port is run according to the data reference standard of current operation port
Often, the failure automatic detecting port continuously determines that the current data for running port and the data of standard operation port are different three times
Often it is failure, fault alarm port can be communicated information to immediately when affiliated failure automatic detecting Port detecting is to failure,
And fault message is issued from fault alarm port to domestic environment terminal control system and domestic environment device service quotient.
The above-mentioned artificial intelligence domestic environment management system based on big data, wherein the intelligent Service layer is people
Machine interactive service module, the human-computer interaction module are the fixed type environmental terminal for being mounted on domestic environment terminal control system
Operational management program on control device or mobile device, the human-computer interaction module are that interactive voice or PUSH message are handed over
Mutually, the human-computer interaction module executes the operation data at user's domestic environment model end at user's intelligent operation end and passes through cloud
End central processing unit first issues the user with inquiry after assigning operating instruction to domestic environment terminal, and preferentially according to the instruction of user
To execute the operation reserve of domestic environment terminal system.
The present invention is based on the artificial intelligence domestic environment management systems of big data as the above scheme is adopted, is allowed to and existing
There is technology to compare, has the following advantages that and positive technical effect：
1) by refrigerating and heating systems, fresh air system and except being integrated together for haze dust pelletizing system constitutes domestic environment system,
By grabbing the living habit data and ambient parameter data of user, drawn using the method for the modeling of big data to each user
The label of domestic environment greatly improves comfort level when user lives；
2) in the present solution, therefore being taken far air quality because air quality is directly concerning the human health for arriving inhabitation people
Guarantee the air quality of home environment lower than the core index parameter of national standard, it is ensured that the air quality safety in house space；
3) this programme can be improved greatly pair in such a way that user's living habit and mobile communication equipment positioning combine
The accuracy rate of user's living habit assigns mistake to domestic environment terminal in the case of avoiding simple positioning that position is caused to deviate
Operating instruction accidentally；
4) this programme manages the environmental unit of home room in such a way that big data and artificial intelligence combine, and is protecting
In the case that card user is comfortable and safe, it is able to achieve and environmental unit is precisely controlled, improve control efficiency, meanwhile, it uses
This programme can greatly save the energy in domestic environment equipment use process compared to traditional independent control and long-range control
In general expense at least saves the energy 15% or so.
Detailed description of the invention
Fig. 1 is the structural schematic diagram of the artificial intelligence domestic environment management system the present invention is based on big data.
Specific embodiment
Referring to Figure 1, the artificial intelligence domestic environment management system of the invention based on big data, by identification system
1, intelligent integrated communication system 2, sensing system 3, domestic environment terminal system 4, artificial intelligence operation management system 5 and cloud
Central processing unit 6 forms, after the identification system 1 identifies inhabitation people information, inhabitation people that sensing system 3 is collected
Environmental data is uploaded to the data analysis layer in artificial intelligence operation management system 5 by intelligent integrated communication system 2, thus
Exclusive " temperature-humidity " model of inhabitation people, the artificial intelligence are established in model layer in artificial intelligence operation management system 5
Energy operation management system 5 will carry out deep learning liter in the analysis conclusion importing cloud central processing unit 6 of data analysis layer in real time
Grade, and household ring is assigned to domestic environment terminal system 4 by artificial intelligence operation management system 5 from cloud central processing unit 6
Border " temperature-humidity " and air quality management operation reserve.
The inhabitation people information includes that the identity of inhabitation people and the rule of life of inhabitation people, the identification system are adopted
With biometric apparatus or mobile communication equipment, the identification system is acquired to bind after the biological data of each inhabitation people and be moved
The solitary space that dynamic communicating number and corresponding each inhabitation people live, the biometric apparatus are distributed in gate inhibition end and each inhabitation
Vacant terminal, the biometric apparatus at the gate inhibition end can be used fingerprint identification device, face recognition device, iris recognition and set
Standby, application on voiceprint recognition equipment, the identification system at the gate inhibition end can also be used in household safety-protection, each living space end
Identification system equipment is identified using human-body infrared sensing, the identification system at each living space end is for knowing
Inhabitation people does not stop or leaves, and the mobile communication equipment of the identification system uses with cellular mobile network and includes
The mobile device or wearable device of GPS positioning module or Beidou positioning module.
The intelligent integrated communication system 2 is made of intelligent integrated control device and network communicating system, the intelligence
Energy integrated control device executes the upload of sensing system data, cloud central processing unit 6 is assigned to 4 system of domestic environment terminal
Operation reserve order, the network communicating system are used for identification system 1, sensing system 3 and domestic environment terminal system
Cable communicating technology or wireless communication can be used in communication between system 4 and cloud central processing unit 6, the network communicating system
More mature wireless local area network technology, mobile communication technology, low-power consumption bluetooth can be used in technology, the wireless communication technique
Technology or ZigBee technology, the communication between the identification system 1, sensing system 3 and domestic environment terminal system 4
Using wireless communication technique, the communication between the intelligent integrated communication system 2 and cloud central processing unit 6 uses cable modem
Letter technology and wireless communication technique are parallel.
The sensing system 3 to real-time collecting environmental data, the environmental data include temperature, humidity,
PM2.5, concentration of formaldehyde, CO2Concentration, the sensing system include temperature sensor, humidity sensor, dust particles sensing
Device, concentration of formaldehyde sensor and CO2Concentration sensor.Each sensor in the sensing system can be by any two more than
Sensor combinations formula it is integrated or form each sensor central combination is integrated.
The domestic environment terminal system 4 is by domestic environment terminal device system and domestic environment terminal control system group
At affiliated domestic environment terminal device system includes refrigeration/heating terminal system, central dust suction terminal system, fresh air except haze
The terminal system that dehumidifies composition.
The refrigeration/heating terminal system provides refrigeration and heating according to the replacement in season and the demand of user, described
Refrigeration/heating terminal system air-cooled heat pump refrigeration/heating all-in-one machine, earth source heat pump refrigeration/heating all-in-one machine, center can be used
Air conditioner refrigerating and low-temperature hot water floor radiation heating system combination, central air-conditioning refrigeration and electricity floor heating system in combination.The wind
Cold-heat pump refrigeration/heating all-in-one machine and earth source heat pump refrigeration/heating all-in-one machine are by being mounted on each home environment room in refrigeration
Between fan coil provide refrigerant to realize refrigeration, the air-cooled heat pump refrigeration/heating all-in-one machine and earth source heat pump freeze/adopts
Warm all-in-one machine heating be by hot water by the grounding heat coil tube of the pre-buried low-temperature hot water floor radiation heating in each home environment room come
Realize heating.The central air-conditioning refrigeration is to provide refrigerant by the fan coil by being mounted on each home environment room come real
Now freeze, the low-temperature hot water floor radiation heating system heating is passed through respectively by boiler heat hot water and by hot water circuit
The grounding heat coil tube of the pre-buried low-temperature hot water floor radiation heating in home environment room realizes heating, and the electricity floor heating system adopts
It is warm be by using electric energy as the energy, by being embedded in each home environment room heating cable or Electric radiant Heating Film generate heat in energization Lai
Realize heating.
The more mature central dust absorbing system of technology can be used in the central dust suction terminal system.The fresh air removes haze
Dehumidifying terminal system is the central fresh air system with PM2.5 cleaning module and dehumidification function, the central fresh air system
Assembling is in the room of each home environment.
The domestic environment terminal control system receives the operating instruction that intelligent integrated control device is assigned and will instruction
It is assigned to and is distributed in each domestic environment terminal device system and goes to execute.The domestic environment terminal control system is fixed ring
Border terminal control mechanism or mobile device with APP program, the fixed type environmental terminal control mechanism includes fixed
Environment terminal control mechanism communication module and domestic environment terminal system communication module composition, the fixed type environmental terminal control
Device processed is mounted on each living space end, and the mobile device with APP program according to actual needs will by kinsfolk
APP is voluntarily mounted on its mobile device end.
The fixed type environmental terminal control mechanism communication module include refrigeration/heating terminal system communication module, in
Entreat dust suction terminal system communication module, fresh air except haze dehumidifying terminal system communication module composition, the domestic environment terminal system
Communication module includes refrigeration/heating terminal system communication module, central dust suction terminal system communication module, fresh air except haze dehumidifying is whole
End system communication module is simultaneously respectively arranged on corresponding domestic environment terminal device.The fixed type environmental terminal control dress
Set the operating instruction that communication module receives set interface or intelligent integrated control device is assigned and by instruction issuing to domestic environment
The corresponding communication module of terminal system is to make corresponding domestic environment terminal device execute instruction.
The fixed type environmental terminal control mechanism further includes set interface mould with the mobile device with APP program
Block, the set interface module include operation setting, environmental parameter setting, and user can complete accordingly in set interface module
Operation.Domestic environment terminal control system in early period mainly for user according to oneself needing that comfortable living environment is arranged, and work as
User's dwell time is longer, and the environmental data of the user of accumulation is more, also just mentions for artificial intelligent operation domestic environment system
Most basic operation data is supplied.In general, a living environment is run 2 to 3 months, and the user data obtained adds people
The deep learning of work intelligence can meet the full manual intelligent operation of system.
The cloud central processing unit 6 uses more mature public cloud or self-built cloud.
The artificial intelligence operation management system 5 is answered by smart home environment system data layer, model analysis layer, operation
It is formed with layer and service layer.
The smart home environment system data layer includes meteorological data module, user's habit data module, user's " temperature
Degree-humidity " data module and user's air quality data module composition.The meteorological data module is cloud server access
Obtain the local meteorological data of authorization, including current weather data, 2-36 hours future meteorological data, the meteorological data packet
Include temperature data, humidity data, weather condition data and air quality data.The user is accustomed to data module as identity knowledge
Other system acquisition and upload to cloud server each kinsfolk living habit data, including：Each member to family when
Between, time for being away from home, the time for resting on living space end public domain, the time for resting on independent living space end.Institute
The data of user " temperature-humidity " data module stated are：It is right with it that user is arranged by domestic environment terminal control system
Living space end temperature data, the humidity data answered；User living space end sensor is uploaded to the temperature, wet of cloud server
Degree evidence.User's air quality data module includes air quality standard data terminal and air quality sensor testing number
According to end, the air quality standard data terminal uses standard GB/T/T18883-2002《Indoor Air Quality standards》With
GB3095-2012《Ambient air quality》Specified in the various physics related with human health of room air, biology, change
Learn the parameter and index with radioactive substance, including following parameter and index：PM2.5 concentration limit is not higher than 30 μ g/m3/ h, first
Aldehyde concentration limit value is not higher than 0.1mg/m3/h、CO2Concentration limit is not higher than 0.1mg/m3/ h, TVOC concentration limit is not higher than
0.6mg/m3/ h, the air quality sensor detection data end are sensing system real-time monitoring and are uploaded to cloud service
Each living space end PM2.5, formaldehyde, TVOC and the CO of device2Concentration air quality data.
The model analysis layer is accustomed to model module, user " temperature-humidity " model module, air quality mould by user
Pattern block and air quality standard data model module composition.
The user is accustomed to model module and is analyzed according to the data that the user of domestic environment system data layer is accustomed to module
As a result establish, including each kinsfolk get home weekly time, the time of leaving home, public domain activity time, separate space activity when
Between.User's " temperature-humidity " model module is composed of user's residential space environment temperature, ambient humidity, described
User " temperature-humidity " model module include user's " temperature-humidity " model running data terminal and user " temperature-humidity " mould
Type operation end composition, the user " temperature-humidity " model running data terminal are the operation of equipment under different environmental conditions
Operation " temperature-humidity " data target that time reaches, the user " temperature-humidity " model running end include each family at
Member's separate space " temperature-humidity " model and public domain temperature-humidity model.According to the atmospheric quality models module
Each living space end PM2.5 at the air quality sensor detection data end in domestic environment system data layer, formaldehyde, TVOC and
CO2Concentration air quality data simultaneously calculates substance and parameter in each air quality per hour.The air quality standard number
It include user's air quality standard data model operation data end and user's air quality standard data model fortune according to model module
Row end composition, user's air quality standard data model operation data end are the operation of equipment under different environmental conditions
The operation air quality standard data target that time reaches, user's air quality standard data model operation end are household
Substance and parameter in each air quality of air quality standard data terminal in environmental system data Layer.Home environment is come
It says, although the living habit of each kinsfolk is different, everyone living habit and the demand to home environment are rule
Rule property, the data model of model analysis layer is built upon on the basis of user's domestic environment system data layer through analysis
It gets, is that a fixed kinsfolk lives for solitary Spatial General 6 R, is established by user's domestic environment system data layer
The solitary space inhabitation people " temperature-humidity " model analysis be it is relatively objective, such as；In summer, a certain solitary space
Be by the spatial user model that environmental system data Layer is established：User's habit is the morning 9：00 leaves home, and arrives for 7 points at night
Family；User's living environment is 25 DEG C of temperature, humidity 45%, residence time and temperature-humidity mould in the solitary space domestic environment
The associative combination of type is：Domestic environment system user model is evening on the same day 7：Morning 9 00 to next day：00, environment temperature is temperature
Spend 25 DEG C, humidity 45%.And for public domain such as parlor, also carried out according to the habit of all kinsfolks, e.g., family at
It is that afternoon 5 that member first, which gets home,：00, the last one kinsfolk for leaving parlor at night is 11：00, morning next day
The time of one kinsfolk using parlor is 6：30, the last one kinsfolk to leave home is 9：30, then the operation in parlor
Time model is evening on the same day 5：00 to 11：00, morning 6 next day：30 to 9：30, running environment model reference precedent.For occupying
The air quality of family, PM2.5, formaldehyde and TVO etc. in surrounding air directly influence the health of innings director, therefore this programme
Indoor air quality index that meet national standards and parameter are used in air quality, guarantee that the air quality items in room refer to
Mark, which is in, meets safe range.
The operation application layer is made of user's application module and the automatic application module of intelligence.Artificial intelligence is built upon
On the basis of the data grabber of user's living habit and user behavior, thus the effect of user's application module be it is considerable,
It is the operation basis of subsequent artificial intelligence setup module, passes through the analysis to user's living habit and the data of user behavior
And combing, in addition the continuous self-teaching of artificial intelligence management system, the operation accuracy rate of the automatic application module of intelligence is higher,
With the operation of system, user's application module provides continuous self-teaching and upgrading for the automatic application module of intelligence, thus real
The now operation of intelligent automatic module artificial intelligence.
User's application module is the fixed type environmental terminal control dress for being mounted on domestic environment terminal control system
Set or mobile device on operational management program.
User's application module is made of current environment display end and environment setting end.The current environment is shown
The weather information and user's domestic environment information in end display active user location.The meteorological letter in the active user location
Local meteorological data of the breath for cloud server access acquisition authorization, the weather information in the active user location, including：
The weather advisory information of state of weather, Current Temperatures, current humidity, current air mass and 3-72 hours future.The use
Family domestic environment information is inhabitation people's environmental data of sensing system real-time collecting, and user's domestic environment information includes
The environmental information of user's household public domain and user's isolated area, including domestic environment：Temperature, humidity, air quality.Institute
The environment setting end stated includes the setting of user's domestic environment public domain and user's isolated area environmental parameter and runing time,
The environmental parameter is arranged：The setting of temperature, humidity, air quality, the setting of the runing time include household
The starting time of environmental system and the setting for shutting down the time.
The automatic application module of the intelligence in artificial intelligence operation management system running background, answer automatically by the intelligence
It include user's domestic environment model end, user's intelligent operation end, user's auto upgrading study end and intelligent recognition failure with module
End composition.User's intelligent operation end execute the operation data at user's domestic environment model end and by cloud server to
Domestic environment terminal assigns operating instruction, and domestic environment system data layer is periodically read at user's auto upgrading study end
Data and data are counted, are analyzed, comb after send user domestic environment model end to for user's domestic environment model end
Upgrading.
The user domestic environment model end uses model analysis layer to be accustomed to by user, and model module, " temperature-is wet by user
The user public area of the model foundation of degree " model module, atmospheric quality models module and air quality standard data model module
Domain space or the domestic environment moving model in solitary space, including：User's residence time and environment " temperature-humidity " dimension, use
Family residence time and ambient air quality dimension, current environment " temperature-humidity " and reach user's living environment " temperature-humidity "
Time dimension and current environment air quality and reach user's living environment air quality time dimension.
The combination household that user's intelligent operation end is positioned according to mobile communication equipment in user identity identification system
The user at environmental model end is accustomed to model module to determine that user reaches the time of living space, thus user environment parameter model
Instruction, intelligent integrated control are assigned by intelligent integrated control device of the cloud central processing unit into intelligent integrated communication system
Instruction is assigned to user's domestic environment terminal control system respectively and executes relevant finger by domestic environment terminal device by device
It enables.In the process of running, the data of sensing system acquisition and upload, user are read in real time in user's intelligent operation end
When the environmental data that intelligent operation end reads sensing system reaches user's domestic environment model end gauage definite value, user is intelligently transported
Row end is assigned to intelligent integrated control device shuts down instruction；The environmental data that user's intelligent operation end reads sensing system reaches
To when being more than user's domestic environment model end gauage definite value, user's intelligent operation end is assigned operation to intelligent integrated control device and is referred to
It enables.
It periodically reads the data of domestic environment system data layer and carries out various dimensions in user's auto upgrading study end
It is being formed after analysis and send user domestic environment model end to for the upgrading at user's domestic environment model end.
The intelligent recognition failure end is by standard operation port, currently operation port, failure automatic detecting port and event
Barrier alarm port composition, the standard operation port is to be set according to the environment terminal that domestic environment system data layer analysis obtains
For runing time and reach the relationship between set environment data, the current operation port is to read sensing system in real time
The ambient parameter data of upload, the failure automatic detecting port is according to the current data reference standard operation end for running port
Whether the data judging ambient condition of mouth is normal, and the failure automatic detecting port continuously determines current operation port three times
Data and the data exception of standard operation port are failure, can be immediately when affiliated failure automatic detecting Port detecting is to failure
Communicate information to fault alarm port, and from fault alarm port to domestic environment terminal control system and domestic environment equipment
Service provider issues fault message.
The intelligent Service layer is man-machine interactive service module, and the human-computer interaction module is to be mounted on domestic environment
Operational management program on the fixed type environmental terminal control mechanism or mobile device of terminal control system, the human-computer interaction
Module is that interactive voice or PUSH message interaction, the human-computer interaction module execute user's household ring at user's intelligent operation end
The operation data at border model end is simultaneously first sent out to user after assigning operating instruction to domestic environment terminal by cloud central processing unit
It inquires out, and preferentially executes the operation reserve of domestic environment terminal system according to the instruction of user.
The present invention is based on the artificial intelligence domestic environment management systems of big data as the above scheme is adopted, is allowed to and existing
There is technology to compare, has the following advantages that and positive technical effect：
1) by refrigerating and heating systems, fresh air system and except being integrated together for haze dust pelletizing system constitutes domestic environment system,
By grabbing the living habit data and ambient parameter data of user, drawn using the method for the modeling of big data to each user
The label of domestic environment greatly improves comfort level when user lives；
2) in the present solution, therefore being taken far air quality because air quality is directly concerning the human health for arriving inhabitation people
Guarantee the air quality of home environment lower than the core index parameter of national standard, it is ensured that the air quality safety in house space；
3) this programme can be improved greatly pair in such a way that user's living habit and mobile communication equipment positioning combine
The accuracy rate of user's living habit assigns mistake to domestic environment terminal in the case of avoiding simple positioning that position is caused to deviate
Operating instruction accidentally；
4) this programme manages the environmental unit of home room in such a way that big data and artificial intelligence combine, and is protecting
In the case that card user is comfortable and safe, it is able to achieve and environmental unit is precisely controlled, improve control efficiency, meanwhile, it uses
This programme can greatly save the energy in domestic environment equipment use process compared to traditional independent control and long-range control
In general expense at least saves the energy 15% or so.
Specific embodiments of the present invention are described in detail above, but the present invention is not limited to described above specific
Embodiment, it is merely an example.To those skilled in the art, it is any for the system carry out equivalent modifications and replace
In generation, is also all among scope of the invention.Therefore, the equal transformation made without departing from the spirit and scope of the invention and
Modification, all should be contained within the scope of the invention.
Claims (25)
1. a kind of artificial intelligence domestic environment management system based on big data, it is characterised in that：By identification system, intelligence
Integrated communication system, sensing system, domestic environment terminal system, artificial intelligence operation management system and cloud central processing unit
After the identification system identifies inhabitation people information, inhabitation people's environmental data that sensing system is collected is passed through for composition
Intelligent integrated communication system is uploaded to the data analysis layer in artificial intelligence operation management system, manages to run in artificial intelligence
Exclusive " temperature-humidity " model of inhabitation people, the artificial intelligence operation management system are established in model layer in reason system
The analysis conclusion of data analysis layer is imported in real time and carries out deep learning upgrading in the central processing unit of cloud, and by cloud centre
It manages device and domestic environment " temperature-humidity " and air matter is assigned to domestic environment terminal system by artificial intelligence operation management system
Buret manages operation reserve.
2. the artificial intelligence domestic environment management system according to claim 1 based on big data, it is characterised in that：It is described
Inhabitation people's information includes the identity of inhabitation people and the rule of life of inhabitation people, and the identification system is biometric apparatus
Or mobile communication equipment, the identification system acquire and bind mobile communication number and right after the biological data of each inhabitation people
The solitary space that the people that should respectively live lives, the biometric apparatus is distributed in gate inhibition end and each living space end, described
The biometric apparatus at gate inhibition end can be used fingerprint identification device, face recognition device, iris identification equipment, Application on Voiceprint Recognition and set
Standby, the biometric apparatus at the gate inhibition end is also used to household safety-protection, the identification system at each living space end
Using human-body infrared sensing identify equipment, the identification system at each living space end for identification inhabitation people stop or
Leave, the mobile communication equipment of the identification system use with cellular mobile network and include GPS positioning module or
The mobile device or wearable device of Beidou positioning module.
3. the artificial intelligence domestic environment management system according to claim 1 based on big data, it is characterised in that：It is described
Intelligent integrated communication system be made of intelligent integrated control device and network communicating system, the intelligent integrated control device
It executes the uploads of sensing system data, cloud central processing unit and assigns operation reserve order, institute to domestic environment terminal system
The network communicating system stated is between identification system, sensing system and domestic environment terminal and cloud central processing unit
Communication, cable communicating technology or wireless communication technique, the wireless communication technique can be used in the network communicating system
More mature wireless local area network technology, mobile communication technology, bluetooth technology with low power consumption or ZigBee technology can be used, it is described
Communication between identification system, sensing system and domestic environment terminal system uses wireless communication technique, the intelligence
Communication between energy integrated communication system and cloud central processing unit is parallel using cable communicating technology and wireless communication technique.
4. the artificial intelligence domestic environment management system according to claim 1 based on big data, it is characterised in that：It is described
Sensing system to real-time collecting environmental data, the environmental data include temperature, humidity, PM2.5, concentration of formaldehyde,
CO2Concentration, the sensing system include temperature sensor, humidity sensor, dust particles sensor, concentration of formaldehyde sensing
Device and CO2Concentration sensor, each sensor in the sensing system can be by sensor combinations formulas more than any two
Composition forms each sensor central combination.
5. the artificial intelligence domestic environment management system according to claim 3 based on big data, it is characterised in that：It is described
Domestic environment terminal system be made of domestic environment terminal device system and domestic environment terminal control system, the household
Environment terminal device system includes refrigeration/heating terminal system, central dust suction terminal system, fresh air except haze dehumidifying terminal system group
At.
6. the artificial intelligence domestic environment management system according to claim 5 based on big data, it is characterised in that：It is described
Refrigeration/heating terminal system provide refrigeration and heating according to the demand of the replacement in season and user, the refrigeration/heating is whole
End system can be used air-cooled heat pump refrigeration/heating all-in-one machine, earth source heat pump refrigeration/heating all-in-one machine, central air-conditioning refrigeration and it is low
The combination of warm water's radiant floor heating system, central air-conditioning refrigeration and electricity floor heating system in combination, the air-cooled heat pump freeze/adopt
Warm all-in-one machine and earth source heat pump refrigeration/heating all-in-one machine by be mounted on the fan coil in each home environment room provide refrigerant come
Realize that refrigeration, the air-cooled heat pump refrigeration/heating all-in-one machine and earth source heat pump refrigeration/heating all-in-one machine pass through each residence by hot water
The grounding heat coil tube of the pre-buried low-temperature hot water floor radiation heating of family's ambient room realizes heating, and the central air-conditioning refrigeration is
Fan coil by being mounted on each home environment room provides refrigerant to realize refrigeration, and the low-temperature hot water floor radiant is adopted
Heating system is low-temperature hot water floor radiant by boiler heat hot water and pre-buried by each home environment room by hot water circuit
The grounding heat coil tube of heating realizes heating, the electricity floor heating system be by using electric energy as the energy, by being embedded in each home environment
The heating cable or Electric radiant Heating Film in room generate heat in energization to realize heating.
7. the artificial intelligence domestic environment management system according to claim 5 based on big data, it is characterised in that：It is described
Central dust suction terminal system the more mature central dust absorbing system of technology can be used.
8. the artificial intelligence domestic environment management system according to claim 5 based on big data, it is characterised in that：It is described
Fresh air except haze dehumidifying terminal system be the central fresh air system with PM2.5 cleaning module and dehumidification function, the center
The assembling of fresh air system is in the room of each home environment.
9. the artificial intelligence domestic environment management system according to claim 5 based on big data, it is characterised in that：It is described
Domestic environment terminal control system receive operating instruction that intelligent integrated control device is assigned and by instruction issuing to being distributed in
Each domestic environment terminal device system goes to execute, and the domestic environment terminal control system is fixed type environmental terminal control dress
It sets or the mobile device with APP program, the fixed type environmental terminal control mechanism includes fixed type environmental terminal control
Device communication module and domestic environment terminal system communication module composition, the fixed type environmental terminal control mechanism are mounted on
APP is voluntarily mounted on by each living space end, the mobile device with APP program according to actual needs by kinsfolk
Its mobile device end.
10. the artificial intelligence domestic environment management system according to claim 9 based on big data, it is characterised in that：Institute
The fixed type environmental terminal control mechanism communication module stated includes refrigeration/heating terminal system communication module, central dust suction terminal
System communication module, fresh air are except haze dehumidifying terminal system communication module composition, the domestic environment terminal system communication module packet
Refrigeration/heating terminal system communication module, central dust suction terminal system communication module, fresh air are included except haze dehumidifying terminal system communication
Module is simultaneously respectively arranged on corresponding domestic environment terminal device, the fixed type environmental terminal control mechanism communication module
Receive set interface or operating instruction that intelligent integrated control device is assigned and gives instruction issuing to domestic environment terminal system pair
The communication module answered is to make corresponding domestic environment terminal device execute instruction.
11. the artificial intelligence domestic environment management system according to claim 10 based on big data, it is characterised in that：Institute
The fixed type environmental terminal control mechanism stated further includes set interface module with the mobile device with APP program, and described sets
Setting interface module includes operation setting, environmental parameter setting, and user can complete corresponding operation in set interface module.
12. the artificial intelligence domestic environment management system according to claim 1 based on big data, it is characterised in that：Institute
The cloud central processing unit stated uses public cloud or self-built cloud.
13. the artificial intelligence domestic environment management system according to claim 1 based on big data, it is characterised in that：Institute
The artificial intelligence operation management system stated is by smart home environment system data layer, model analysis layer, operation application layer and intelligence
Service layer's composition.
14. the artificial intelligence domestic environment management system according to claim 13 based on big data, it is characterised in that：Institute
The smart home environment system data layer stated includes meteorological data module, user is accustomed to data module, user's " temperature-humidity " counts
It is formed according to module and user's air quality data module, the meteorological data module is that central processing unit access in cloud is awarded
The local meteorological data of power, including current weather data, 2-36 hours future meteorological data, the meteorological data includes temperature
Data, humidity data, weather condition data and air quality data, it is identification system that the user, which is accustomed to data module,
The living habit data of each kinsfolk of cloud central processing unit processing are acquired and upload to, including：Each member arrives house
Time, the time being away from home, the time for resting on living space end public domain, the time for resting on independent living space end,
The data of described user " temperature-humidity " data module are：It is that user is arranged by domestic environment terminal control system and its
Corresponding living space end temperature data, humidity data；User living space end sensor is uploaded to cloud central processing unit
Temperature, humidity data, user's air quality data module include air quality standard data terminal and air quality sensing
Device detection data end, the air quality standard data terminal use standard GB/T/T18883-2002《Indoor air quality
Standard》And GB3095-2012《Ambient air quality》Specified in the various physics related with human health of room air,
The parameter and index of biology, chemistry and radioactive substance, including following parameter and index：PM2.5 concentration limit is not higher than 30 μ g/
m3/ h, concentration of formaldehyde limit value are not higher than 0.1mg/m3/h、CO2Concentration limit is not higher than 0.1mg/m3/ h, TVOC concentration limit is not high
In 0.6mg/m3/ h, the air quality sensor detection data end are sensing system real-time monitoring and are uploaded in cloud
Each living space end PM2.5, formaldehyde, TVOC and the CO of central processor2Concentration air quality data.
15. the artificial intelligence domestic environment management system according to claim 13 based on big data, it is characterised in that：Institute
The model analysis layer stated is accustomed to model module, user " temperature-humidity " model module, atmospheric quality models module and sky by user
Makings amount normal data model module composition.
16. the artificial intelligence domestic environment management system according to claim 15 based on big data, it is characterised in that：Institute
The user stated is accustomed to model module and is established according to the data analysis result that the user of domestic environment system data layer is accustomed to module, packet
It includes each kinsfolk to get home weekly time, the time of leaving home, public domain activity time, separate space activity time, the use
Family " temperature-humidity " model module is composed of user's residential space environment temperature, ambient humidity, user's " temperature-
Humidity " model module includes user's " temperature-humidity " model running data terminal and user's " temperature-humidity " model running end group
At operation hours reaches the user " temperature-humidity " model running data terminal under different environmental conditions
" temperature-humidity " data target is run, the user " temperature-humidity " model running end includes each kinsfolk's separate space
" temperature-humidity " model and public domain temperature-humidity model, the atmospheric quality models module are according to domestic environment system
Each living space end PM2.5, formaldehyde, TVOC and the CO at the air quality sensor detection data end in system data Layer2Concentration is empty
Gas qualitative data simultaneously calculates substance and parameter in each air quality per hour, the air quality standard data model module
It is formed including user's air quality standard data model operation data end and user's air quality standard data model operation end, institute
Operation hours reaches under different environmental conditions at the user's air quality standard data model operation data end stated
Air quality standard data target is run, user's air quality standard data model operation end is domestic environment system number
According to the substance and parameter in each air quality of the air quality standard data terminal in layer.
17. the artificial intelligence domestic environment management system according to claim 13 based on big data, it is characterised in that：Institute
The operation application layer stated is made of user's application module and the automatic application module of intelligence.
18. the artificial intelligence domestic environment management system according to claim 17 based on big data, it is characterised in that：Institute
The user's application module stated is that the fixed type environmental terminal control mechanism for being mounted on domestic environment terminal control system or movement are set
Standby upper operational management program.
19. the artificial intelligence domestic environment management system according to claim 18 based on big data, it is characterised in that：Institute
The user's application module stated is made of current environment display end and environment setting end, and the current environment display end is shown currently
The weather information and user's domestic environment information in user location, the weather information in the active user location are in cloud
The local meteorological data of central processor access acquisition authorization, the weather information in the active user location, including：It is vaporous
The weather advisory information of state, Current Temperatures, current humidity, current air mass and 3-72 hours future, user's household
Environmental information is inhabitation people's environmental data of sensing system real-time collecting, and user's domestic environment information includes user family
The environmental information for occupying public domain and user's isolated area, including domestic environment：Temperature, humidity, air quality, the ring
Border setting end includes the setting of user's domestic environment public domain and user's isolated area environmental parameter and runing time, described
Environmental parameter is arranged：The setting of temperature, humidity, air quality, the setting of the runing time include domestic environment system
The starting time of system and the setting for shutting down the time.
20. the artificial intelligence domestic environment management system according to claim 17 based on big data, it is characterised in that：Institute
The automatic application module of the intelligence stated is in artificial intelligence operation management system running background, and application module includes the intelligence automatically
User's domestic environment model end, user's intelligent operation end, user's auto upgrading study end and intelligent recognition failure end composition, it is described
User's intelligent operation end execute the operation data at user's domestic environment model end and by cloud central processing unit to household ring
Border terminal assigns operating instruction, and the data of domestic environment system data layer are periodically read simultaneously in user's auto upgrading study end
Data are counted, are analyzed, comb after send user domestic environment model end to for the upgrading at user's domestic environment model end.
21. the artificial intelligence domestic environment management system according to claim 20 based on big data, it is characterised in that：Institute
The user domestic environment model end stated model module, user " temperature-humidity " pattern die are accustomed to by user using model analysis layer
The user public domain space of the model foundation of block, atmospheric quality models module and air quality standard data model module is only
The domestic environment moving model in space is occupied, including：User's residence time and environment " temperature-humidity " dimension, user's residence time
With ambient air quality dimension, current environment " temperature-humidity " and reach user's living environment " temperature-humidity " time dimension and
Current environment air quality and reach user's living environment air quality time dimension.
22. the artificial intelligence domestic environment management system according to claim 20 based on big data, it is characterised in that：Institute
The combination domestic environment model end that the user's intelligent operation end stated is positioned according to mobile communication equipment in user identity identification system
User be accustomed to model module to determine that user reaches the time of living space, so that user environment parameter model is by cloud
Intelligent integrated control device of the central processor into intelligent integrated communication system assigns instruction, and intelligent integrated control device will instruct
It is assigned to user's domestic environment terminal control system respectively and relevant instruction, the use are executed by domestic environment terminal device
In the process of running, the data of sensing system acquisition and upload, user's intelligent operation end are read in real time in family intelligent operation end
When reading the environmental data of sensing system and reaching user's domestic environment model end gauage definite value, user's intelligent operation end is to intelligence
Integrated control device, which is assigned, shuts down instruction；The environmental data that user's intelligent operation end reads sensing system reaches more than user
When domestic environment model end gauage definite value, operating instruction is assigned to intelligent integrated control device in user's intelligent operation end.
23. the artificial intelligence domestic environment management system according to claim 20 based on big data, it is characterised in that：Institute
It periodically reads the data of domestic environment system data layer and is formed after carrying out multi dimensional analysis in the user's auto upgrading study end stated
And user domestic environment model end is sent to for the upgrading at user's domestic environment model end.
24. the artificial intelligence domestic environment management system according to claim 20 based on big data, it is characterised in that：Institute
The intelligent recognition failure end stated is by standard operation port, currently operation port, failure automatic detecting port and fault alarm port
Composition, the standard operation port is the environment terminal device runing time obtained according to domestic environment system data layer analysis
With the relationship between set environment data that reaches, the current operation port is the environment for reading sensing system in real time and uploading
Supplemental characteristic, the failure automatic detecting port are sentenced according to the data of the data reference standard operation port of current operation port
Determine whether ambient condition is normal, the failure automatic detecting port continuously determines the data and standard of current operation port three times
The data exception for running port is failure, can immediately be transmitted information when affiliated failure automatic detecting Port detecting is to failure
Fault alarm port is given, and is issued from fault alarm port to domestic environment terminal control system and domestic environment device service quotient
Fault message.
25. the artificial intelligence domestic environment management system according to claim 20 based on big data, it is characterised in that：Institute
The intelligent Service layer stated is man-machine interactive service module, and the human-computer interaction module is to be mounted on domestic environment terminal control system
Operational management program on the fixed type environmental terminal control mechanism or mobile device of system, the human-computer interaction module are voice
The interaction of interactive or PUSH message, the human-computer interaction module execute user's domestic environment model end at user's intelligent operation end
Operation data simultaneously first issues the user with inquiry after assigning operating instruction to domestic environment terminal by cloud central processing unit, and excellent
The operation reserve of domestic environment terminal system is first executed according to the instruction of user.
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| CN109828474A (en) * | 2019-01-15 | 2019-05-31 | 深圳旦倍科技有限公司 | Cloud intelligent environment management method and system based on big data |
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