CN108873729A - Artificial intelligence domestic environment management system based on big data - Google Patents

Artificial intelligence domestic environment management system based on big data Download PDF

Info

Publication number
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
Authority
CN
China
Prior art keywords
user
data
domestic environment
module
terminal
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201810986817.9A
Other languages
Chinese (zh)
Inventor
全俊成
郑军
谢宁
浦凯亮
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Shanghai Jingyou Environmental Management Co., Ltd
Original Assignee
Shanghai Shang Sheng Intelligent Technology Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Shanghai Shang Sheng Intelligent Technology Co Ltd filed Critical Shanghai Shang Sheng Intelligent Technology Co Ltd
Priority to CN201810986817.9A priority Critical patent/CN108873729A/en
Publication of CN108873729A publication Critical patent/CN108873729A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B15/00Systems controlled by a computer
    • G05B15/02Systems controlled by a computer electric
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-control systems electric
    • G05B19/418Total 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]
    • G05B19/4183Total 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
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-control systems electric
    • G05B19/418Total 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]
    • G05B19/4185Total 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
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00Program-control systems
    • G05B2219/20Pc systems
    • G05B2219/26Pc applications
    • G05B2219/2642Domotique, domestic, home control, automation, smart house

Landscapes

  • 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)
  • Air Conditioning Control Device (AREA)

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

Artificial intelligence domestic environment management system based on big data
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.
CN201810986817.9A 2018-08-28 2018-08-28 Artificial intelligence domestic environment management system based on big data Pending CN108873729A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201810986817.9A CN108873729A (en) 2018-08-28 2018-08-28 Artificial intelligence domestic environment management system based on big data

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201810986817.9A CN108873729A (en) 2018-08-28 2018-08-28 Artificial intelligence domestic environment management system based on big data

Publications (1)

Publication Number Publication Date
CN108873729A true CN108873729A (en) 2018-11-23

Family

ID=64322181

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201810986817.9A Pending CN108873729A (en) 2018-08-28 2018-08-28 Artificial intelligence domestic environment management system based on big data

Country Status (1)

Country Link
CN (1) CN108873729A (en)

Cited By (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
CN109905301A (en) * 2019-04-08 2019-06-18 湖南工学院 A kind of home wiring control cloud system shown based on mirror surface
CN110032096A (en) * 2019-03-13 2019-07-19 佛山市云米电器科技有限公司 Home intelligence scenery control system and its control method based on recognition of face
CN110455336A (en) * 2019-08-01 2019-11-15 四川省建筑科学研究院有限公司 A kind of indoor and outdoor surroundings monitoring system and its monitoring method
CN110673501A (en) * 2019-09-27 2020-01-10 浙江树人学院(浙江树人大学) Household environment control system based on artificial intelligence
CN111586180A (en) * 2020-05-10 2020-08-25 计雄昆 Artificial intelligence information feedback system
CN111859337A (en) * 2020-07-03 2020-10-30 北京金和网络股份有限公司 Boiler ignition safety control method, device and system
CN112445255A (en) * 2020-11-16 2021-03-05 珠海格力电器股份有限公司 Equipment control method and device
CN112594906A (en) * 2020-12-24 2021-04-02 三峡大学 Intelligent identification comfortable air conditioning system with memory function according to different persons and operation method
CN112650321A (en) * 2020-12-14 2021-04-13 合肥诺必达信息技术有限责任公司 Intelligent household indoor temperature regulation and control system based on cloud computing
CN112783530A (en) * 2021-01-26 2021-05-11 广东盈科电子有限公司 Software upgrading method and control device for intelligent shoe cabinet control device
CN113382047A (en) * 2021-05-27 2021-09-10 上海科信建筑智能化工程有限公司 Household community intelligent linkage response system and method based on personnel position information
CN117270412A (en) * 2023-11-23 2023-12-22 松原市何悦科技有限公司 Intelligent home control system based on wireless communication technology

Cited By (16)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
CN110032096A (en) * 2019-03-13 2019-07-19 佛山市云米电器科技有限公司 Home intelligence scenery control system and its control method based on recognition of face
CN109905301A (en) * 2019-04-08 2019-06-18 湖南工学院 A kind of home wiring control cloud system shown based on mirror surface
CN110455336A (en) * 2019-08-01 2019-11-15 四川省建筑科学研究院有限公司 A kind of indoor and outdoor surroundings monitoring system and its monitoring method
CN110673501A (en) * 2019-09-27 2020-01-10 浙江树人学院(浙江树人大学) Household environment control system based on artificial intelligence
CN111586180A (en) * 2020-05-10 2020-08-25 计雄昆 Artificial intelligence information feedback system
CN111859337A (en) * 2020-07-03 2020-10-30 北京金和网络股份有限公司 Boiler ignition safety control method, device and system
CN112445255A (en) * 2020-11-16 2021-03-05 珠海格力电器股份有限公司 Equipment control method and device
CN112650321B (en) * 2020-12-14 2022-09-06 科曼利(广东)电气有限公司 Intelligent household indoor temperature regulation and control system based on cloud computing
CN112650321A (en) * 2020-12-14 2021-04-13 合肥诺必达信息技术有限责任公司 Intelligent household indoor temperature regulation and control system based on cloud computing
CN112594906A (en) * 2020-12-24 2021-04-02 三峡大学 Intelligent identification comfortable air conditioning system with memory function according to different persons and operation method
CN112783530A (en) * 2021-01-26 2021-05-11 广东盈科电子有限公司 Software upgrading method and control device for intelligent shoe cabinet control device
CN113382047A (en) * 2021-05-27 2021-09-10 上海科信建筑智能化工程有限公司 Household community intelligent linkage response system and method based on personnel position information
CN113382047B (en) * 2021-05-27 2023-05-30 上海科信建筑智能化工程有限公司 Household district intelligent linkage response system and method based on personnel position information
CN117270412A (en) * 2023-11-23 2023-12-22 松原市何悦科技有限公司 Intelligent home control system based on wireless communication technology
CN117270412B (en) * 2023-11-23 2024-03-19 松原市何悦科技有限公司 Intelligent home control system based on wireless communication technology

Similar Documents

Publication Publication Date Title
CN108873729A (en) Artificial intelligence domestic environment management system based on big data
CN108829074A (en) A kind of artificial intelligence domestic environment system control method based on big data
KR102380397B1 (en) METHOD FOR MANAGING SMART BUILDING USING IoT SENSOR AND ARTIFICIAL INTELIGENCE
KR101972227B1 (en) Smart home controlling apparatus based intellect learning and method thereof
CN209086697U (en) Artificial intelligence domestic environment management system based on big data
CN101807072B (en) Intelligent family monitoring system
CN103262041B (en) Thermostat and between thermostat and thermostat management server communication data method
CN105892427A (en) Internet of Things intelligent control method and Internet of Things intelligent control system based on user perception
CN109945439A (en) A kind of indoor environment parameter control method and system
JP2006331372A (en) Agent device, management manager device, and environment energy management system
JP2019508654A (en) Electronic device and control method thereof
WO2011129025A1 (en) Energy conservation unit and system of a building by way of interactive learning
CN103413381A (en) Household energy management system and working method thereof
CN105938327A (en) Distributed smart home control system and method
CN104456834A (en) Intelligent temperature regulating and controlling system and method
CN109682043A (en) A kind of thermophilic suitable humidity environmental control system based on human thermal comfort mechanism
CN110736231A (en) Air conditioner control method and device, air conditioner, storage medium and processor
CN107438742A (en) For adaptively applying the apparatus and method of central HVAC system and independent HVAC system
CN111043733B (en) Air conditioner air supply mode control method based on spatial layout characteristics and air conditioner
CN107728678A (en) Door system and its method with ambient temperature and humidity Intelligent adjustment and purification of air
CN103529771B (en) A kind of home intelligent energy consumption regulator control system based on data analysis
CN214619993U (en) Intelligent control energy-saving system of air conditioner
KR101538016B1 (en) A smart automatic power control system customized for personal living space and the method thereof
KR20160097071A (en) Apparatus and Method for Managing Energy of Public Residence using Social Network
AU2020205651B2 (en) Carbon monoxide purge system for a property

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
TA01 Transfer of patent application right
TA01 Transfer of patent application right

Effective date of registration: 20200804

Address after: No. 465 Guohe Road, Yangpu District, Shanghai, 200438

Applicant after: Shanghai Jingyou Environmental Management Co., Ltd

Address before: 26th Floor, 828-838 Zhangyang Road, Shanghai Pudong New Area Free Trade Pilot Area, 200122

Applicant before: SHANGHAI SHANGPIN SHANGSHENG INTELLIGENT TECHNOLOGY Co.,Ltd.