CN109442685A - A kind of human comfort control system based on Android intelligent terminal - Google Patents
A kind of human comfort control system based on Android intelligent terminal Download PDFInfo
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- CN109442685A CN109442685A CN201811253844.1A CN201811253844A CN109442685A CN 109442685 A CN109442685 A CN 109442685A CN 201811253844 A CN201811253844 A CN 201811253844A CN 109442685 A CN109442685 A CN 109442685A
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/50—Control or safety arrangements characterised by user interfaces or communication
- F24F11/56—Remote control
- F24F11/58—Remote control using Internet communication
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/30—Control or safety arrangements for purposes related to the operation of the system, e.g. for safety or monitoring
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/62—Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/89—Arrangement or mounting of control or safety devices
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F2110/00—Control inputs relating to air properties
- F24F2110/10—Temperature
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F2110/00—Control inputs relating to air properties
- F24F2110/10—Temperature
- F24F2110/12—Temperature of the outside air
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F2110/00—Control inputs relating to air properties
- F24F2110/20—Humidity
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F2110/00—Control inputs relating to air properties
- F24F2110/20—Humidity
- F24F2110/22—Humidity of the outside air
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- Engineering & Computer Science (AREA)
- Chemical & Material Sciences (AREA)
- Combustion & Propulsion (AREA)
- Mechanical Engineering (AREA)
- General Engineering & Computer Science (AREA)
- Human Computer Interaction (AREA)
- Physics & Mathematics (AREA)
- Fuzzy Systems (AREA)
- Mathematical Physics (AREA)
- Signal Processing (AREA)
- Air Conditioning Control Device (AREA)
Abstract
The invention belongs to Smart Home technical fields, a kind of human comfort control system based on Android intelligent terminal is disclosed, control system includes data acquisition module, data processing module, data setup module, infrared control module, wireless communication module, center regulation module, power management module, alarm module.The influence of combining environmental parameters on human comfort level of the present invention, current environment parameter is acquired and is uploaded to center regulation module, data are handled, Android intelligent terminal obtains data and artificially carries out data processing with the comfort quantity of setting by Android intelligent terminal and corresponding control parameter is uploaded to center regulation module, control parameter is issued to infrared control module by center regulation module, infrared control module controls family's air-conditioning according to control parameter and environment is adjusted, achieve the purpose that carry out environment adjusting according to default human comfort.
Description
Technical field
The invention belongs to Smart Home technical field more particularly to a kind of human comforts based on Android intelligent terminal
Spend control system.
Background technique
With the rapid development of information technology, the combination of smart phone and smart home is provided to the future life of people
More intelligentized adventure in daily life.A kind of operating system of the android system as open source, with powerful application layer API and
Sensor-based system abundant, open platform provide the exploitation to intelligent terminal personalized service.
The control to air-conditioning equipment based on android system is also widely applied, however above-mentioned control mode can only
One-sided input control instruction, adjusts air-conditioning relevant parameter, can not intelligently obtain environmental parameter and be fed back.Currently, domestic
Occurred it is some for human comfort control air-conditioning systems, but the system can only based on the parameter regulation of air-conditioning itself,
Environmental parameter can not be shown by intelligent terminal and effectively be controlled.Therefore human comfort index is combined
Android intelligent terminal is more in line with intelligence, the comfortableization experience of smart home future life, has market significance.
Problem of the existing technology is in summary:
Can only unilaterally input control instruct to the control system of air-conditioning equipment based on android system, adjusts air-conditioning
Relevant parameter can not intelligently obtain environmental parameter and be fed back.
The data-handling capacity of the prior art is poor.It is poor that effect is adjusted to family's air conditioner surroundings.
Summary of the invention
In view of the problems of the existing technology, the present invention provides a kind of human comforts based on Android intelligent terminal
Spend control system.
The invention is realized in this way a kind of human comfort control system based on Android intelligent terminal, the base
Include: in the human comfort control system of Android intelligent terminal
It is integrated in the data setup module at the end Android, for setting human comfort index, center is committed to index
Regulate and control module；
Center regulation module, for controlling, transmitting by data and be sent to data processing module；
Data processing module connect with center regulation module, handles the data of acquisition, and the data with setting
It is analyzed and is compareed；
Data acquisition module, with center regulation module connect, for in indoor and outdoors environment temperature and humidity into
Row Data Detection, acquisition；
Infrared control module is connect with center regulation module, the control instruction issued for executing center regulation module, right
Domestic air conditioning is regulated and controled.
Further, the human comfort control system based on Android intelligent terminal further comprises: data setting
Module, wireless communication module, power management module, alarm module；
Power management module is connect with center regulation module, and power management module is used to carry out the electricity in system real-time
Monitoring, and shown by terminal；
Alarm module is connect with center regulation module, and alarm module is used to carry out real-time monitoring to the operation conditions of system,
It is prompted if abnormal conditions occur and sounding an alarm.
Further, data acquisition module includes temperature sensor and humidity sensor, for indoor environment and outdoor ring
Temperature in border is detected with humidity, and the data of acquisition are transmitted to center regulation module.
Further, the data processing module includes:
Fuzzy cluster analysis module is connect, for the temperature in the indoor and outdoors environment to acquisition with center regulation module
Degree carries out data normalization, transformation with humidity data；
Fuzzy similarity matrix construct module, for number of applications product mode find out be classified object between similarity degree it is similar
Coefficient establishes fuzzy similarity matrix；
Fuzzy equivalence relation matrix constructs module, for seeking fuzzy equivalent matrix with least squares by fuzzy similarity matrix
Transitive closure；
Fuzzy clustering module, for taking different confidence levels, obtaining different classification feelings according to fuzzy equivalent matrix
Condition is gradually classified from fine to coarse as confidence value constantly reduces, and obtains cluster result.
Further, fuzzy cluster analysis module further comprises:
For carrying out the standard deviation transformation submodule of translation and standard deviation transformation；
For translating and the range transformation submodule of range transformation.
Further, power management module includes:
Dynamic power management module, for carrying out dynamic power management by the system power model of circuit.
Further, center regulation module, comprising:
The conspicuousness model building module of temperature and humidity data, for obtaining the temperature according to the conspicuousness model
With the prospect sample point and background sample point in humidity data；According to the conspicuousness model, the temperature and humidity number are calculated
The significance value of each back end in；The significance value of each back end is normalized；It will be aobvious after normalization
The back end that work property value is greater than predetermined prospect threshold value is determined as the prospect sample point；Significance value after normalization is less than
The back end of predetermined background threshold is determined as the background sample point；Wherein, the predetermined prospect threshold value is greater than described predetermined
Background threshold, each saliency value after normalization are respectively positioned in (0,1)；
According to the conspicuousness model and the prospect sample point and background sample point, background class mould before establishing
Type；The preceding background class model includes foreground classification model and background class model, it is described according to the conspicuousness model with
And the prospect sample point and background sample point, background class model before establishing, comprising: built according to the prospect sample point
Vertical foreground color likelihood model；Background data likelihood model is established according to the background sample point；By the conspicuousness model with
The foreground color likelihood model is multiplied, and obtains the foreground classification model, and the foreground classification model is used for characterize data section
Point is the probability of prospect；The conspicuousness model is multiplied with the background data likelihood model, obtains the background class mould
Type, the background class model are the probability of background for characterize data node；
Temperature and humidity data divide module, are used for according to predetermined partitioning scheme to the predetermined partitioning scheme, described pre-
Determine figure and cuts algorithm using the marginal information between the preceding background class model and back end to the temperature and humidity number
According to predetermined segmentation；
Predetermined partitioning scheme calculates the temperature using the foreground classification model in temperature and the predetermined segmentation of humidity data
The prospect similarity of degree and each back end in humidity data；
The context similarity of each back end in the temperature and humidity data is calculated using the background class model；
Obtain the similarity in the temperature and humidity data between adjacent data node；
Utilize the prospect similarity of each back end, the context similarity of each back end and adjacent data node
Between similarity, construct non-directed graph needed for the predetermined figure cuts algorithm；
The non-directed graph is split using the predetermined partitioning algorithm, completion divides the temperature and humidity data
It cuts；
Central controller divides mould with the conspicuousness model building module of temperature and humidity data, temperature and humidity data
Block connection, for setting a temperature and humidity critical value；
Judge that a maximum can handle load capacity according to temperature and humidity critical value；
Multiple first tasks are combined into one first continuous work task according to platform power administrative skill is collected；
Judge whether a load capacity of the first continuous work task is greater than maximum and can handle load capacity；
It, will be in the first continuous work task when the load capacity of the first continuous work task, which is greater than maximum, to handle load capacity
One of overload part the first task remove the first continuous work task；
When receiving the first continuous work task, central controller is switched into an operation mode by a suspend mode,
And the first continuous work task of processing；And after the completion of the processing of the first continuous work task, central controller is set as stopping
Sleep mode；
The operating frequency of central controller has a normal operating frequency under general operation, is appointed according to the first continuous work
The load capacity and temperature threshold value of business determine one first operating frequency；
When central controller switches to operation mode, the operating frequency of central controller is promoted by normal operating frequency
The first continuous work task is handled to the first operating frequency, and by the first operating frequency；
Wherein the working frequency of the first operating frequency is higher than the working frequency of normal operating frequency；
It is electric according to platform is collected after the processing of the first continuous work task is completed and central controller enters suspend mode
First task of multiple second tasks and part of overloading is combined into one second continuous work and appointed by source control technology
Business；
When receiving the second continuous work task, central controller is switched into operation mode by suspend mode；
The operating frequency of central processing unit is promoted to one second operating frequency by normal operating frequency, passes through the second behaviour
Working frequency handles the second continuous work task；And after the completion of the processing of the second continuous work task, central processing unit is set
For suspend mode；
Wherein the working frequency of the first operating frequency is higher than the working frequency of normal operating frequency；
First continuous work task is handled the time point completed and starts to connect by central controller using the first operating frequency
Receiving had for one first interval time between the time point of the second continuous work task, and used normal frequency by the first continuous work
Make task processing to complete and receive with one second interval time between the second continuous work task, wherein the first interval time
Less than the second interval time.
Further, data acquisition module, comprising:
Awareness apparatus, for being acquired within the independent sampling period to echo signal, and with A/D mode to signal into
Row digital quantization；
Dimensionality reduction module, for carrying out dimensionality reduction to the signal after quantization；Signal after quantization is filtered by finite impulse response (FIR)
Wave device constructs Teoplitz calculation matrix, solves optimization problem to reconstruct original signal；
Sorting module is reconstructed with to the signal after dimensionality reduction, and is the signal sequence after quantization.
Further, central controller includes rectifier, protector, filter；The rectifier be separately connected temperature with
Conspicuousness model building module, temperature and the humidity data of humidity data divide module, and the protector is connected to rectifier
Between filter, the downside of rectifier is arranged in the filter；
It includes three-phase diode bridge, converter and controller that the rectification implement body, which uses, and controller is whole for obtaining
The input voltage, input current, the output voltage that flow device conversion section obtains the amplitude and 6 times of power frequencies of desired alternating current
Sinusoidal voltage, rectifier means pass through at its upper end and radiator, transformer part of lower end respectively, are pacified by two
Dress seat is fixed in protection shell, and filter part is fixed on a heat sink, and rectifier means pass through busbar and transformer portion
Part connection has the radiator fan being fixed in protection shell left side plate, the right side in transformer part on the left of rectifier means
There are the terminal box being fixed in protection shell right end plate and electric connector in side, is fixed with temperature sensor, left side plate on radiator
Surface be fixed with fan mounting base；
The protector mainly includes mosaic piece, protector main body and shielding cover, mosaic piece have it is substantially tubular, with right
At least one bellows that at least partly covering is held in electric wire between mosaic piece is kept, mosaic piece include one or
Two ribs, bellowss, a pair of of rib include upright end, and upright end is curved to, setting axis close to each other along the groove of bellows
One or more supporting shaft portions that line extends along the longitudinal direction of mosaic piece, are arranged at the cardinal extremity of the upright end of rib or attached
Closely and/or rib is mutually continuous by the peripheral wall of supporting shaft portion and one or two mosaic piece, and mosaic piece can be online with installation
At least one bellows on beam engages, and installation groove, expansion plate, engagement legs and elastic plate, expansion plate is arranged in mosaic piece
With basic square, engagement legs include at least one protrusion, when expansion plate is at least partially inserted into accommodating portion,
It can mutually cooperate with expansion plate and sandwich guide plate, multiple protruding portion point mutually cooperates with expansion plate and sandwiches guide plate, elastic plate
Extend at the interior location of mosaic piece substantially along the peripheral surface of mosaic piece, the surface of elastic plate is provided with surface outstanding
With the outer surface of branch portion flush each other substantially protector main body with mosaic piece, bottom wall, spaced walls and from the bottom wall erect
As a pair of upstanding wall relative to each other, the inner surface of bottom wall and the inner surface of a pair of upstanding wall form accommodating groove, in accommodating groove
In be accommodated with one or more cable, shielding cover is engaged with protector main body to cover accommodating groove, and protector main body also has
Protuberant bar, protuberant bar is prominent from the inner surface of bottom wall towards shielding cover, is formed between the pair of vertical wall so as to edge and a pair
The direction of vertical wall intersection extends, and in the boundary part between each of protuberant bar and a pair of upstanding wall, protuberant bar exists
The inner surface of bottom wall is extended across in discharge direction, discharge direction is with the cloth set direction of one or more cable and perpendicular to laying
The intersection of each of the direction in direction direction, spaced walls are erect from bottom wall, and are arranged between the pair of vertical wall, with one
Opposite to vertical wall, protuberant bar has first protuberant bar between vertical wall and spaced walls being formed in a pair of upstanding wall
The second protuberant bar between another vertical wall being formed in a pair of upstanding wall and spaced walls, it is every in the first protuberant bar
In one boundary part and the first protuberant bar adjacent with vertical wall boundary part adjacent with spaced walls.
Another object of the present invention is to provide a kind of terminal, the terminal is at least carried and is based on for realizing described
The controller of the human comfort control system function of Android intelligent terminal.
Advantages of the present invention and good effect are as follows:
The influence of combining environmental parameters on human comfort level of the present invention is carried out by data acquisition module current environment parameter
Center regulation module is acquired and uploaded to, data are handled, Android intelligent terminal obtains data and passes through
Android intelligent terminal artificially carries out data processing with the comfort quantity of setting and corresponding control parameter is uploaded to center
Regulate and control module, control parameter is issued to infrared control module by center regulation module, and infrared control module is according to control parameter control
Environment is adjusted in family's air-conditioning processed, and then realizes issuing and holding for the acquisitions of data, upload, processing and control instruction
Row achievees the purpose that carry out environment adjusting according to default human comfort.
Regulation module control household electrical appliances in center make it make corresponding change, and response results are back to center regulation mould
Response results are returned to terminal, are presented to the user by terminal by block, center regulation module.
Central controller of the invention, with the conspicuousness model building module of temperature and humidity data, temperature and humidity number
According to segmentation module connection, for setting a temperature and humidity critical value；Judge that a maximum can be located with humidity critical value according to temperature
Manage load capacity；
Multiple first tasks are combined into one first continuous work task according to platform power administrative skill is collected；Sentence
Whether one load capacity of disconnected first continuous work task, which is greater than maximum, can handle load capacity；When the load of the first continuous work task
Amount is greater than maximum when can handle load capacity, and the first task of one of first continuous work task overload part is removed the
One continuous work task；When receiving the first continuous work task, central controller is switched into a behaviour by a suspend mode
Operation mode, and the first continuous work task of processing；And after the completion of the processing of the first continuous work task, by central controller
It is set as suspend mode；Intelligent control can be achieved, and control the PLC control mode that speed is higher than the prior art.
The awareness apparatus of data acquisition module of the present invention, for being adopted within the independent sampling period to echo signal
Collection, and digital quantization is carried out to signal with A/D mode；
Dimensionality reduction module, for carrying out dimensionality reduction to the signal after quantization；Signal after quantization is filtered by finite impulse response (FIR)
Wave device constructs Teoplitz calculation matrix, solves optimization problem to reconstruct original signal；
Sorting module is reconstructed with to the signal after dimensionality reduction, and is the signal sequence after quantization.It can guarantee environment numerical value
Accurate acquisition.
Central controller of the invention includes rectifier, protector, filter；The rectifier be separately connected temperature with
Conspicuousness model building module, temperature and the humidity data of humidity data divide module, and the protector is connected to rectifier
Between filter, the downside of rectifier is arranged in the filter；The safe operation that ensure that equipment, compared to existing skill
The safety structure of art improves very big superiority.
Detailed description of the invention
Fig. 1 is the human comfort control system schematic diagram provided in an embodiment of the present invention based on Android intelligent terminal；
Fig. 2 is data processing module schematic diagram provided in an embodiment of the present invention.
Fig. 3 is fuzzy cluster analysis module diagram provided in an embodiment of the present invention.
Fig. 4 is central controller schematic diagram provided in an embodiment of the present invention.
Fig. 5 is data acquisition module schematic diagram provided in an embodiment of the present invention.
In figure: 1, data acquisition module；1-1, temperature sensor；1-2, humidity sensor；1-3, awareness apparatus；1-4, drop
Tie up module；1-5, sorting module；2, data processing module；2-1, fuzzy cluster analysis module；2-1-1, standard deviation convert submodule
Block；2-2-2, range transformation submodule；2-2, fuzzy similarity matrix construct module；2-3, fuzzy equivalence relation matrix construct module；
2-4, fuzzy clustering module；3, data setup module；4, infrared control module；5, wireless communication module；6, center regulation module；
The conspicuousness model building module of 6-1, temperature and humidity data；6-2, temperature and humidity data divide module；6-3, center control
Device processed；6-3-1, rectifier；6-3-2, protector；6-3-3；7, power management module；8, alarm module.
Specific embodiment
In order to make the objectives, technical solutions, and advantages of the present invention clearer, with reference to embodiments, to the present invention
It is further elaborated.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, it is not used to
Limit the present invention.
Application principle of the invention is further described with reference to the accompanying drawing.
Human comfort control system provided by the invention based on Android intelligent terminal, comprising:
Human comfort index is manually set in data setup module 3 at the end Android, is committed to central regulation to index
Module 6, center regulation module send data to data processing module；
Data acquisition module 1 carries out data acquisition to the environment of indoor and outdoors, and the data of acquisition are transmitted to central tune
Control module 6, center regulation module 6 by data transmit in data processing module 2；
The data of 2 pairs of data processing module acquisitions are handled, and are analyzed and compareed with the data of setting, will be tied
Fruit is transmitted to center regulation module 6；
Center regulation module 6 issues corresponding control instruction to infrared control module 4 for data, carries out to domestic air conditioning
Regulation.
It specifically includes: data acquisition module 1, data processing module 2, data setup module 3, infrared control module 4, wireless
Communication module 5, center regulation module 6, power management module 7, alarm module 8.
Data acquisition module 1 is connect with center regulation module 6, and data acquisition module 1 is main including temperature sensor and wet
Sensor is spent, for being detected to the temperature in indoor environment and outdoor environment with humidity, and the data of acquisition are transmitted to
Center regulation module 6；
Data processing module 2 is connect with center regulation module 6, and data processing module 2 mainly includes data classification and data
Analysis, the data for acquiring to data acquisition module 1 are classified and are analyzed, and processing result is transmitted to center regulation mould
Block 6；
Data setup module 3 is connect with center regulation module 6, for comfort quantity to be manually set, by the comfortable of setting
Degree parameter is transmitted to center regulation module 6；
Infrared control module 4 is connect with center regulation module 6, and infrared control module 4 is used for after reception instruction according to control
Environment is adjusted in state modulator family air-conditioning；
Power management module 7 is connect with center regulation module 6, and power management module 7 is used to carry out the electricity in system
Real-time monitoring, and shown by terminal；
Alarm module 8 is connect with center regulation module 6, and alarm module 8 for supervising the operation conditions of system in real time
It surveys, is prompted if abnormal conditions occur and sounding an alarm；
Center regulation module 6 and data acquisition module 1, data processing module 2, data setup module 3, infrared control module
4, wireless communication module 5, power management module 7, alarm module 8 connect, for regulating and controlling to each module.
Such as Fig. 2, data processing module 2 includes:
Fuzzy cluster analysis module 2-1 is connect, in the indoor and outdoors environment to acquisition with center regulation module 6
Temperature and humidity data carry out data normalization, transformation；
Fuzzy similarity matrix constructs module 2-2, and similarity degree between being classified object is found out for number of applications product mode
Similarity factor establishes fuzzy similarity matrix；
Fuzzy equivalence relation matrix constructs module 2-3, for seeking fuzzy equivalence square with least squares by fuzzy similarity matrix
The transitive closure of battle array；
Fuzzy clustering module 2-4, for taking different confidence levels, obtaining different classification according to fuzzy equivalent matrix
Situation is gradually classified from fine to coarse as confidence value constantly reduces, and obtains cluster result.
Such as Fig. 3, fuzzy cluster analysis module 2-1 further comprises:
For carrying out the standard deviation transformation submodule 2-1-1 of translation and standard deviation transformation；
For translating and the range transformation submodule 2-1-2 of range transformation.
Power management module includes:
Dynamic power management module, for carrying out dynamic power management by the system power model of circuit.
Such as Fig. 4, center regulation module 6, comprising:
The conspicuousness model building module 6-1 of temperature and humidity data, for according to conspicuousness model acquisition
Prospect sample point and background sample point in temperature and humidity data；According to the conspicuousness model, calculate the temperature with it is wet
The significance value of degree each back end in；The significance value of each back end is normalized；After normalizing
Significance value be greater than predetermined prospect threshold value back end be determined as the prospect sample point；By the significance value after normalization
It is determined as the background sample point less than the back end of predetermined background threshold；Wherein, the predetermined prospect threshold value is greater than described
Predetermined background threshold, each saliency value after normalization are respectively positioned in (0,1)；
According to the conspicuousness model and the prospect sample point and background sample point, background class mould before establishing
Type；The preceding background class model includes foreground classification model and background class model, it is described according to the conspicuousness model with
And the prospect sample point and background sample point, background class model before establishing, comprising: built according to the prospect sample point
Vertical foreground color likelihood model；Background data likelihood model is established according to the background sample point；By the conspicuousness model with
The foreground color likelihood model is multiplied, and obtains the foreground classification model, and the foreground classification model is used for characterize data section
Point is the probability of prospect；The conspicuousness model is multiplied with the background data likelihood model, obtains the background class mould
Type, the background class model are the probability of background for characterize data node；
Temperature and humidity data divide module 6-2, are used for according to predetermined partitioning scheme to the predetermined partitioning scheme, described
Predetermined figure cuts algorithm using the marginal information between the preceding background class model and back end to the temperature and humidity
The predetermined segmentation of data；
Predetermined partitioning scheme calculates the temperature using the foreground classification model in temperature and the predetermined segmentation of humidity data
The prospect similarity of degree and each back end in humidity data；
The context similarity of each back end in the temperature and humidity data is calculated using the background class model；
Obtain the similarity in the temperature and humidity data between adjacent data node；
Utilize the prospect similarity of each back end, the context similarity of each back end and adjacent data node
Between similarity, construct non-directed graph needed for the predetermined figure cuts algorithm；
The non-directed graph is split using the predetermined partitioning algorithm, completion divides the temperature and humidity data
It cuts；
Central controller 6-3 is divided with the conspicuousness model building module of temperature and humidity data, temperature and humidity data
Module connection, for setting a temperature and humidity critical value；
Judge that a maximum can handle load capacity according to temperature and humidity critical value；
Multiple first tasks are combined into one first continuous work task according to platform power administrative skill is collected；
Judge whether a load capacity of the first continuous work task is greater than maximum and can handle load capacity；
It, will be in the first continuous work task when the load capacity of the first continuous work task, which is greater than maximum, to handle load capacity
One of overload part the first task remove the first continuous work task；
When receiving the first continuous work task, central controller is switched into an operation mode by a suspend mode,
And the first continuous work task of processing；And after the completion of the processing of the first continuous work task, central controller is set as stopping
Sleep mode；
The operating frequency of central controller has a normal operating frequency under general operation, is appointed according to the first continuous work
The load capacity and temperature threshold value of business determine one first operating frequency；
When central controller switches to operation mode, the operating frequency of central controller is promoted by normal operating frequency
The first continuous work task is handled to the first operating frequency, and by the first operating frequency；
Wherein the working frequency of the first operating frequency is higher than the working frequency of normal operating frequency；
It is electric according to platform is collected after the processing of the first continuous work task is completed and central controller enters suspend mode
First task of multiple second tasks and part of overloading is combined into one second continuous work and appointed by source control technology
Business；
When receiving the second continuous work task, central controller is switched into operation mode by suspend mode；
The operating frequency of central processing unit is promoted to one second operating frequency by normal operating frequency, passes through the second behaviour
Working frequency handles the second continuous work task；And after the completion of the processing of the second continuous work task, central processing unit is set
For suspend mode；
Wherein the working frequency of the first operating frequency is higher than the working frequency of normal operating frequency；
First continuous work task is handled the time point completed and starts to connect by central controller using the first operating frequency
Receiving had for one first interval time between the time point of the second continuous work task, and used normal frequency by the first continuous work
Make task processing to complete and receive with one second interval time between the second continuous work task, wherein the first interval time
Less than the second interval time.
Central controller 6-3 includes rectifier 6-3-1, protector 6-3-2, filter 6-3-3；The rectifier difference
Conspicuousness model building module, temperature and the humidity data for connecting temperature and humidity data divide module, and the protector connects
It connects between rectifier and filter, the downside of rectifier is arranged in the filter；
It includes three-phase diode bridge, converter and controller that the rectification implement body, which uses, and controller is whole for obtaining
The input voltage, input current, the output voltage that flow device conversion section obtains the amplitude and 6 times of power frequencies of desired alternating current
Sinusoidal voltage, rectifier means pass through at its upper end and radiator, transformer part of lower end respectively, are pacified by two
Dress seat is fixed in protection shell, and filter part is fixed on a heat sink, and rectifier means pass through busbar and transformer portion
Part connection has the radiator fan being fixed in protection shell left side plate, the right side in transformer part on the left of rectifier means
There are the terminal box being fixed in protection shell right end plate and electric connector in side, is fixed with temperature sensor, left side plate on radiator
Surface be fixed with fan mounting base；
The protector mainly includes mosaic piece, protector main body and shielding cover, mosaic piece have it is substantially tubular, with right
At least one bellows that at least partly covering is held in electric wire between mosaic piece is kept, mosaic piece include one or
Two ribs, bellowss, a pair of of rib include upright end, and upright end is curved to, setting axis close to each other along the groove of bellows
One or more supporting shaft portions that line extends along the longitudinal direction of mosaic piece, are arranged at the cardinal extremity of the upright end of rib or attached
Closely and/or rib is mutually continuous by the peripheral wall of supporting shaft portion and one or two mosaic piece, and mosaic piece can be online with installation
At least one bellows on beam engages, and installation groove, expansion plate, engagement legs and elastic plate, expansion plate is arranged in mosaic piece
With basic square, engagement legs include at least one protrusion, when expansion plate is at least partially inserted into accommodating portion,
It can mutually cooperate with expansion plate and sandwich guide plate, multiple protruding portion point mutually cooperates with expansion plate and sandwiches guide plate, elastic plate
Extend at the interior location of mosaic piece substantially along the peripheral surface of mosaic piece, the surface of elastic plate is provided with surface outstanding
With the outer surface of branch portion flush each other substantially protector main body with mosaic piece, bottom wall, spaced walls and from the bottom wall erect
As a pair of upstanding wall relative to each other, the inner surface of bottom wall and the inner surface of a pair of upstanding wall form accommodating groove, in accommodating groove
In be accommodated with one or more cable, shielding cover is engaged with protector main body to cover accommodating groove, and protector main body also has
Protuberant bar, protuberant bar is prominent from the inner surface of bottom wall towards shielding cover, is formed between the pair of vertical wall so as to edge and a pair
The direction of vertical wall intersection extends, and in the boundary part between each of protuberant bar and a pair of upstanding wall, protuberant bar exists
The inner surface of bottom wall is extended across in discharge direction, discharge direction is with the cloth set direction of one or more cable and perpendicular to laying
The intersection of each of the direction in direction direction, spaced walls are erect from bottom wall, and are arranged between the pair of vertical wall, with one
Opposite to vertical wall, protuberant bar has first protuberant bar between vertical wall and spaced walls being formed in a pair of upstanding wall
The second protuberant bar between another vertical wall being formed in a pair of upstanding wall and spaced walls, it is every in the first protuberant bar
In one boundary part and the first protuberant bar adjacent with vertical wall boundary part adjacent with spaced walls.
Such as Fig. 5, data acquisition module, 1, including temperature sensor 1-1 and humidity sensor 1-2, for indoor environment and
Temperature in outdoor environment is detected with humidity, and the data of acquisition are transmitted to center regulation module；
Further include:
Awareness apparatus 1-3, for being acquired within the independent sampling period to echo signal, and with A/D mode to letter
Number carry out digital quantization；
Dimensionality reduction module 1-4, for carrying out dimensionality reduction to the signal after quantization；Finite impulse response (FIR) is passed through to the signal after quantization
Filter constructs Teoplitz calculation matrix, solves optimization problem to reconstruct original signal；
Sorting module 1-5 is reconstructed with to the signal after dimensionality reduction, and is the signal sequence after quantization.
The influence of combining environmental parameters on human comfort level of the present invention solves the air conditioner intelligent tune for meeting human comfort
Control, and current environment parameter and comfort environmental parameter can be shown in intelligent terminal, improve Intelligent life quality.
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the invention, all in essence of the invention
Made any modifications, equivalent replacements, and improvements etc., should all be included in the protection scope of the present invention within mind and principle.
Claims (10)
1. a kind of human comfort control system based on Android intelligent terminal, which is characterized in that described to be based on Android
The human comfort control system of intelligent terminal includes:
It is integrated in the data setup module at the end Android, for setting human comfort index, central regulation is committed to index
Module；
Center regulation module, for controlling, transmitting by data and be sent to data processing module；
Data processing module connect with center regulation module, handles the data of acquisition, and carries out with the data of setting
It analyzes and compares；
Data acquisition module is connect, for counting to the temperature in indoor and outdoors environment with humidity with center regulation module
According to detection, acquisition；
Infrared control module is connect with center regulation module, the control instruction issued for executing center regulation module, to household
Air-conditioning is regulated and controled.
2. the human comfort control system based on Android intelligent terminal as described in claim 1, which is characterized in that described
Human comfort control system based on Android intelligent terminal further comprises: data setup module, wireless communication module,
Power management module, alarm module；
Power management module is connect with center regulation module, and power management module for supervising the electricity in system in real time
It surveys, and is shown by terminal；
Alarm module is connect with center regulation module, and alarm module is used to carry out real-time monitoring to the operation conditions of system, if going out
Existing abnormal conditions, which sound an alarm, to be prompted.
3. the human comfort control system based on Android intelligent terminal as described in claim 1, which is characterized in that data
Acquisition module includes temperature sensor and humidity sensor, for the temperature and humidity progress in indoor environment and outdoor environment
Detection, and the data of acquisition are transmitted to center regulation module.
4. the human comfort control system based on Android intelligent terminal as described in claim 1, which is characterized in that described
Data processing module includes:
Fuzzy cluster analysis module, with center regulation module connect, in the indoor and outdoors environment to acquisition temperature and
Humidity data carries out data normalization, transformation；
Fuzzy similarity matrix constructs module, and the similar system of similarity degree between being classified object is found out for number of applications product mode
Number, establishes fuzzy similarity matrix；
Fuzzy equivalence relation matrix constructs module, for seeking the biography of fuzzy equivalent matrix with least squares by fuzzy similarity matrix
Pass closure；
Fuzzy clustering module, for taking different confidence levels, obtaining different classification situations according to fuzzy equivalent matrix, with
Confidence value constantly reduce, gradually classify from fine to coarse, obtain cluster result.
5. the human comfort control system based on Android intelligent terminal as claimed in claim 4, which is characterized in that fuzzy
Cluster Analysis module further comprises:
For carrying out the standard deviation transformation submodule of translation and standard deviation transformation；
For translating and the range transformation submodule of range transformation.
6. the human comfort control system based on Android intelligent terminal as claimed in claim 2, which is characterized in that power supply
Management module includes:
Dynamic power management module, for carrying out dynamic power management by the system power model of circuit.
7. the human comfort control system described in claim 1 based on Android intelligent terminal, which is characterized in that adjust in center
Control module, comprising:
The conspicuousness model building module of temperature and humidity data, for according to the conspicuousness model obtain the temperature with it is wet
Prospect sample point and background sample point of the degree in；According to the conspicuousness model, calculate in the temperature and humidity data
The significance value of each back end；The significance value of each back end is normalized；By the conspicuousness after normalization
The back end that value is greater than predetermined prospect threshold value is determined as the prospect sample point；Significance value after normalization is less than predetermined
The back end of background threshold is determined as the background sample point；Wherein, the predetermined prospect threshold value is greater than the predetermined background
Threshold value, each saliency value after normalization are respectively positioned in (0,1)；
According to the conspicuousness model and the prospect sample point and background sample point, background class model before establishing；
The preceding background class model includes foreground classification model and background class model, described according to the conspicuousness model and institute
Prospect sample point and background sample point are stated, background class model before establishing, comprising: before establishing according to the prospect sample point
Scape color likelihood model；Background data likelihood model is established according to the background sample point；By the conspicuousness model with it is described
Foreground color likelihood model is multiplied, and obtains the foreground classification model, and the foreground classification model is for characterize data node
The probability of prospect；The conspicuousness model is multiplied with the background data likelihood model, obtains the background class model, institute
State probability of the background class model for characterize data node for background；
Temperature and humidity data divide module, are used for according to predetermined partitioning scheme to the predetermined partitioning scheme, the predetermined figure
It is pre- to the temperature and humidity data using the marginal information between the preceding background class model and back end to cut algorithm
Fixed segmentation；
Predetermined partitioning scheme in the predetermined segmentation of temperature and humidity data, using the foreground classification model calculate the temperature with
The prospect similarity of each back end in humidity data；
The context similarity of each back end in the temperature and humidity data is calculated using the background class model；
Obtain the similarity in the temperature and humidity data between adjacent data node；
Using between the prospect similarity of each back end, the context similarity of each back end and adjacent data node
Similarity, construct non-directed graph needed for the predetermined figure cuts algorithm；
The non-directed graph is split using the predetermined partitioning algorithm, completes the segmentation to the temperature and humidity data；
Central controller connects with the conspicuousness model building module of temperature and humidity data, temperature and humidity data segmentation module
It connects, for setting a temperature and humidity critical value；
Judge that a maximum can handle load capacity according to temperature and humidity critical value；
Multiple first tasks are combined into one first continuous work task according to platform power administrative skill is collected；
Judge whether a load capacity of the first continuous work task is greater than maximum and can handle load capacity；
When the load capacity of the first continuous work task, which is greater than maximum, to handle load capacity, by one of first continuous work task
First task of overload part removes the first continuous work task；
When receiving the first continuous work task, central controller is switched into an operation mode by a suspend mode, and
Handle the first continuous work task；And after the completion of the processing of the first continuous work task, central controller is set as suspend mode mould
Formula；
The operating frequency of central controller has a normal operating frequency under general operation, according to the first continuous work task
Load capacity and temperature threshold value determine one first operating frequency；
When central controller switches to operation mode, the operating frequency of central controller is promoted to by normal operating frequency
One operating frequency, and the first continuous work task is handled by the first operating frequency；
Wherein the working frequency of the first operating frequency is higher than the working frequency of normal operating frequency；
After the processing of the first continuous work task is completed and central controller enters suspend mode, according to collecting platform power pipe
First task of multiple second tasks and part of overloading is combined into one second continuous work task by reason technology；
When receiving the second continuous work task, central controller is switched into operation mode by suspend mode；
The operating frequency of central processing unit is promoted to one second operating frequency by normal operating frequency, passes through the second operation frequency
Rate handles the second continuous work task；And after the completion of the processing of the second continuous work task, central processing unit is set as stopping
Sleep mode；
Wherein the working frequency of the first operating frequency is higher than the working frequency of normal operating frequency；
First continuous work task is handled the time point completed and initially received by central controller using the first operating frequency
There is one first interval time between the time point of second continuous work task, and normal frequency is used to appoint the first continuous work
Business processing, which is completed and received, had for one second interval time between the second continuous work task, wherein the first interval time was less than
Second interval time.
8. the human comfort control system described in claim 1 based on Android intelligent terminal, which is characterized in that data are adopted
Collect module, comprising:
Awareness apparatus for being acquired within the independent sampling period to echo signal, and counts signal with A/D mode
Word quantization；
Dimensionality reduction module, for carrying out dimensionality reduction to the signal after quantization；Finite impulse response filter is passed through to the signal after quantization
Teoplitz calculation matrix is constructed, solves optimization problem to reconstruct original signal；
Sorting module is reconstructed with to the signal after dimensionality reduction, and is the signal sequence after quantization.
9. the human comfort control system described in claim 7 based on Android intelligent terminal, which is characterized in that center control
Device processed includes rectifier, protector, filter；The rectifier is separately connected temperature and the conspicuousness model of humidity data is built
Formwork erection block, temperature and humidity data divide module, and the protector is connected between rectifier and filter, the filtering
The downside of rectifier is arranged in device；
It includes three-phase diode bridge, converter and controller that the rectification implement body, which uses, and controller is for obtaining rectifier
Input voltage, input current, the output voltage of conversion section obtain the amplitude of desired alternating current and the sine of 6 times of power frequencies
Alternating voltage, rectifier means pass through at its upper end and radiator, transformer part of lower end respectively, pass through two mounting bases
It is fixed in protection shell, filter part is fixed on a heat sink, and rectifier means are connected by busbar and transformer part
It connects, has the radiator fan being fixed in protection shell left side plate on the left of rectifier means, has on the right side of transformer part
It is fixed on the terminal box and electric connector protected in shell right end plate, is fixed with temperature sensor, the table of left side plate on radiator
Face is fixed with fan mounting base；
The protector mainly includes mosaic piece, protector main body and shielding cover, mosaic piece have it is substantially tubular, at least
At least one bellows that part covering is held in the electric wire between mosaic piece is kept, and mosaic piece includes one or two
Rib, bellows, a pair of of rib include upright end, and upright end is curved to, setting axis edge close to each other along the groove of bellows
Mosaic piece longitudinal direction extend one or more supporting shaft portions, be arranged at or near the cardinal extremity of the upright end of rib,
And/or rib is mutually continuous by the peripheral wall of supporting shaft portion and one or two mosaic piece, mosaic piece can be mounted on harness
On at least one bellows engage, installation groove, expansion plate, engagement legs and elastic plate, expansion plate tool is arranged in mosaic piece
There is basic square, engagement legs include at least one protrusion, when expansion plate is at least partially inserted into accommodating portion, energy
Enough mutually to cooperate with expansion plate and sandwich guide plate, multiple protruding portion point mutually cooperates with expansion plate and sandwiches guide plate, and elastic plate exists
At the interior location of mosaic piece substantially along mosaic piece peripheral surface extend, the surface of elastic plate be provided with surface outstanding and
The outer surface of branch portion flushes protector main body with mosaic piece, bottom wall, spaced walls each other substantially and is erected into from the bottom wall
For a pair of upstanding wall relative to each other, the inner surface of bottom wall and the inner surface of a pair of upstanding wall form accommodating groove, in accommodating groove
It is accommodated with one or more cable, shielding cover is engaged with protector main body to cover accommodating groove, and protector main body also has prominent
Item is played, protuberant bar is prominent from the inner surface of bottom wall towards shielding cover, is formed between the pair of vertical wall so as to along perpendicular with a pair
The direction of wall intersection extends, and in the boundary part between each of protuberant bar and a pair of upstanding wall, protuberant bar is being arranged
The inner surface of bottom wall is extended across on direction out, discharge direction is with the cloth set direction of one or more cable and perpendicular to laying side
To each of direction direction intersect, spaced walls are erect from bottom wall, and are arranged between the pair of vertical wall, with a pair
Vertical wall is opposite, protuberant bar have be formed in a pair of upstanding wall one the first protuberant bar between vertical wall and spaced walls and
It is formed in another vertical wall in a pair of upstanding wall and the second protuberant bar between spaced walls, it is each in the first protuberant bar
In a boundary part and the first protuberant bar adjacent with a vertical wall boundary part adjacent with spaced walls.
10. a kind of terminal, which is characterized in that the terminal is at least carried for realizing base described in claim 1~9 any one
In the controller of the human comfort control system function of Android intelligent terminal.
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