CN106871365A - The progress control method of air-conditioner, device and air-conditioning system - Google Patents
The progress control method of air-conditioner, device and air-conditioning system Download PDFInfo
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- CN106871365A CN106871365A CN201710138702.XA CN201710138702A CN106871365A CN 106871365 A CN106871365 A CN 106871365A CN 201710138702 A CN201710138702 A CN 201710138702A CN 106871365 A CN106871365 A CN 106871365A
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- air
- control parameter
- conditioner
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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
- F24F11/62—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
- F24F11/30—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
- F24F2120/00—Control inputs relating to users or occupants
- F24F2120/10—Occupancy
-
- 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
- F24F11/63—Electronic processing
- F24F11/64—Electronic processing using pre-stored data
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- Combustion & Propulsion (AREA)
- Mechanical Engineering (AREA)
- General Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Fuzzy Systems (AREA)
- Mathematical Physics (AREA)
- Signal Processing (AREA)
- Air Conditioning Control Device (AREA)
Abstract
The present invention proposes a kind of progress control method of air-conditioner, device and air-conditioning system, wherein, air-conditioner includes outdoor shell, housing is surrounded by air inlet and air outlet, and the air channel of connection air inlet and air outlet, blower fan and heat exchanger are provided with air channel, progress control method is comprised the following steps：Collection uses the morphological image of the targeted customer of target air-conditioner, morphological image to targeted customer carries out image recognition, obtain the characteristic information of targeted customer, air-conditioner is respectively referred to in the range of target air-conditioner region, in the user using each reference air-conditioner, the reference user that inquiry is matched with characteristic information, according to reference to the history control parameter set by user, target control parameter is calculated, and then the target air-conditioner is controlled using the target control parameter.The method of the present invention, can simplify the control operation of air-conditioner, increase the property easy to use of air-conditioner.
Description
Technical field
The present invention relates to technical field of electric appliances, more particularly to a kind of progress control method of air-conditioner, device and air-conditioning system
System.
Background technology
Air-conditioner is a kind of commonplace electric equipment, in the prior art, remote control is clicked on generally by user
On control button so that remote control transmitting infrared signal, air-conditioner is remotely controlled.
For example：User using air-conditioner, it is necessary to when being remotely controlled to air-conditioner, it may be desirable to click on the temperature of remote control
Degree button, adjusts the temperature of air-conditioner；And then user it may also be desirable to click on the wind speed button of remote control, adjust the wind of air-conditioner
Speed；In addition, it is also possible to which air outlet angle, operation duration etc. are further controlled.
It can be seen that, user generally required to perform the operation of multiple steps before using air-conditioner, operated relatively complicated.
The content of the invention
The purpose of the present invention is intended at least solve one of above-mentioned technical problem to a certain extent.Therefore, the present invention is needed
A kind of progress control method of air-conditioner, device and air-conditioning system are proposed, to simplify the control operation of air-conditioner, increases air-conditioning
The property easy to use of device.
To solve the above problems, an aspect of of the present present invention embodiment proposes a kind of progress control method of air-conditioner, described
Air-conditioner includes outdoor shell, and the outdoor shell is surrounded by air inlet and air outlet, and connection air inlet and air-out
The air channel of mouth, is provided with blower fan and heat exchanger in the air channel, and the progress control method is comprised the following steps：
Collection uses the morphological image of the targeted customer of target air-conditioner；
Morphological image to the targeted customer carries out image recognition, obtains the characteristic information of the targeted customer；
Air-conditioner is respectively referred to in the range of the target air-conditioner region, in the use using each reference air-conditioner
In family, the reference user that inquiry is matched with the characteristic information；
History control parameter according to set by the reference user, calculates target control parameter；
The target air-conditioner is controlled using the target control parameter.
Alternatively, in one embodiment of the invention, the history control ginseng according to set by the reference user
Number, calculates target control parameter, including：
Frequency of usage is counted to the history control parameter set by the reference user；
Using frequency of usage highest history control parameter as the target control parameter.
Alternatively, in one embodiment of the invention, the history control ginseng according to set by the reference user
Number, calculates target control parameter, including：
Average value is calculated to the history control parameter set by the reference user；
The average value for obtaining will be calculated as the target control parameter.
Alternatively, in one embodiment of the invention, the morphological image to the targeted customer carries out image knowledge
Not, the characteristic information of the targeted customer is obtained, including：
The morphological image of the targeted customer is input into trained human face recognition model, obtains the targeted customer's
Characteristic information；The characteristic information includes：Age and/or sex.
Alternatively, in one embodiment of the invention, the collection uses the targeted customer's of the target air-conditioner
Morphological image, including：
When the targeted customer boots up to the air-conditioner, the morphological image of the targeted customer is gathered.
Alternatively, in one embodiment of the invention, the history control ginseng according to set by the reference user
Number, before calculating target control parameter, also includes：
Within the identical period with the morphological image for collecting the targeted customer, inquire about set by the reference user
History control parameter.
Another aspect of the present invention embodiment also proposes a kind of air-conditioning system, including：
Air-conditioner, the air-conditioner includes outdoor shell, and the outdoor shell is surrounded by air inlet and air outlet, with
And the air channel of connection air inlet and air outlet, blower fan and heat exchanger are provided with the air channel；And for gathering aspect graph
The morphological image collector of picture；
Cloud platform, the cloud platform obtains the morphological image of the targeted customer that target air-conditioner is collected；To the mesh
The morphological image for marking user carries out image recognition, obtains the characteristic information of the targeted customer；For the target air-conditioner institute
Interior at the regional level respectively to refer to air-conditioner, in the user using each reference air-conditioner, inquiry is matched with the characteristic information
Reference user；History control parameter according to set by the reference user, calculates target control parameter；Using the mesh
Mark control parameter is controlled to the target air-conditioner.
Alternatively, in one embodiment of the invention, the cloud platform includes image recognition server and data processing
Server；
Described image recognizes server, the morphological image for obtaining the targeted customer that target air-conditioner is collected；It is right
The morphological image of the targeted customer carries out image recognition, the characteristic information of the targeted customer that image recognition is obtained send to
The target air-conditioner, so that the target air-conditioner sends to the data processing clothes characteristic information of the targeted customer
Business device；
The data processing server, for respectively referring to air-conditioning in the range of the target air-conditioner region
Device, in the user using each reference air-conditioner, the reference user that inquiry is matched with the characteristic information；According to described with reference to use
History control parameter set by family, calculates target control parameter；Using the target control parameter to the target air-conditioning
Device is controlled.
Alternatively, in one embodiment of the invention, the data processing server is according to set by the reference user
Fixed history control parameter, calculates target control parameter, specifically includes：
Frequency of usage is counted to the history control parameter set by the reference user；
Using frequency of usage highest history control parameter as the target control parameter.
Alternatively, in one embodiment of the invention, the data processing server is according to set by the reference user
Fixed history control parameter, calculates target control parameter, specifically includes：
Duration is used to the history control parameter statistics set by the reference user；
Duration history control parameter most long as the target control parameter will be used.
Alternatively, in one embodiment of the invention, the data processing server is according to set by the reference user
Fixed history control parameter, calculates target control parameter, specifically includes：
Average value is calculated to the history control parameter set by the reference user；
The average value for obtaining will be calculated as the target control parameter.
Alternatively, in one embodiment of the invention, form of the described image identification server to the targeted customer
Image carries out image recognition, specifically includes：
The morphological image of the targeted customer is input into trained human face recognition model, obtains the targeted customer's
Characteristic information；The characteristic information includes：Age and/or sex.
Alternatively, in one embodiment of the invention, the morphological image collector of the air-conditioner, specifically for
When family boots up, the morphological image of user is gathered.
Alternatively, in one embodiment of the invention, the history control ginseng according to set by the reference user
Number, before calculating target control parameter, also includes：
Within the identical period with the morphological image for collecting the targeted customer, inquire about set by the reference user
History control parameter.
Another aspect of the present invention embodiment also proposes a kind of operating control device of air-conditioner, and the air-conditioner includes room
Outer cage body, the outdoor shell is surrounded by air inlet and air outlet, and connection air inlet and air outlet air channel, in institute
State and be provided with blower fan and heat exchanger in air channel, the operating control device includes：
Acquisition module, for gathering the morphological image using the targeted customer of target air-conditioner；
Identification module, the morphological image to the targeted customer carries out image recognition, obtains the feature of the targeted customer
Information；
Enquiry module, for respectively referring to air-conditioner in the range of the target air-conditioner region, using each
With reference in the user of air-conditioner, the reference user matched with the characteristic information is inquired about；
Computing module, for the history control parameter according to set by the reference user, calculates target control parameter；
Control module, for being controlled to the target air-conditioner using the target control parameter.
Alternatively, in one embodiment of the invention, the computing module, specifically for：
Frequency of usage is counted to the history control parameter set by the reference user；
Using frequency of usage highest history control parameter as the target control parameter.
Alternatively, in one embodiment of the invention, the computing module, specifically for：
Duration is used to the history control parameter statistics set by the reference user；
Duration history control parameter most long as the target control parameter will be used.
Alternatively, in one embodiment of the invention, the computing module, specifically for：
Average value is calculated to the history control parameter set by the reference user；
The average value for obtaining will be calculated as the target control parameter.
Alternatively, in one embodiment of the invention, the identification module, specifically for：
The morphological image of the targeted customer is input into trained human face recognition model, obtains the targeted customer's
Characteristic information；The characteristic information includes：Age and/or sex.
Alternatively, in one embodiment of the invention, the acquisition module, specifically for：
When the targeted customer boots up to the air-conditioner, the morphological image of the targeted customer is gathered.
Alternatively, in one embodiment of the invention, the computing module, is additionally operable to：
Within the identical period with the morphological image for collecting the targeted customer, inquire about set by the reference user
History control parameter.
The present invention proposes a kind of progress control method of air-conditioner, device and air-conditioning system, wherein, air-conditioner includes outdoor
Casing body, housing is surrounded by air inlet and air outlet, and connection air inlet and air outlet air channel, wind is provided with air channel
Machine and heat exchanger, progress control method are comprised the following steps：Collection uses the morphological image of the targeted customer of target air-conditioner, right
The morphological image of targeted customer carries out image recognition, obtains the characteristic information of targeted customer, for target air-conditioner region
In the range of respectively refer to air-conditioner, in the user using each reference air-conditioner, the reference user that is matched with characteristic information of inquiry,
History control parameter according to set by reference user, calculates target control parameter, and then utilize the target control parameter
The target air-conditioner is controlled.The method of the present invention, can simplify the control operation of air-conditioner, increase making for air-conditioner
Use convenience.
The additional aspect of the present invention and advantage will be set forth in part in the description, and will partly become from the following description
Obtain substantially, or recognized by practice of the invention.
Brief description of the drawings
The above-mentioned and/or additional aspect of the present invention and advantage will become from the following description of the accompanying drawings of embodiments
Substantially and be readily appreciated that, wherein：
A kind of schematic flow sheet of the progress control method of air-conditioner that Fig. 1 is provided by the embodiment of the present invention；
Fig. 2 is the block diagram of the air-conditioning system according to one embodiment of the present of invention；
Fig. 3 is the block diagram of the cloud platform according to one embodiment of the present of invention；
Fig. 4 is the interactive schematic diagram of the air-conditioning system according to one embodiment of the present of invention；
Fig. 5 is the operating control device of the air-conditioner according to one embodiment of the present of invention.
Reference
Air-conditioning system 100, air-conditioner 10 and cloud platform 20, sound identification server 21, data processing server 22 gather mould
Block 61, identification module 62, enquiry module 63, computing module 64 and control module 65.
Specific embodiment
Embodiments of the invention are described below in detail, the example of the embodiment is shown in the drawings, wherein from start to finish
Same or similar label represents same or similar element or the element with same or like function.Below with reference to attached
It is exemplary to scheme the embodiment of description, is only used for explaining the present invention, and is not construed as limiting the claims.
Following disclosure provides many different embodiments or example is used for realizing different structure of the invention.For letter
Change disclosure of the invention, hereinafter the part and setting to specific examples are described.Certainly, they are only merely illustrative, and
Purpose does not lie in the limitation present invention.Additionally, the present invention can in different examples repeat reference numerals and/or letter.It is this heavy
It is again the relation between itself not indicating discussed various embodiments and/or setting for purposes of simplicity and clarity.This
Outward, the invention provides various specific technique and material example, but those of ordinary skill in the art can be appreciated that
The use of the applicable property and/or other materials of other techniques.In addition, fisrt feature described below second feature it
" on " structure can include that the first and second features be formed as the embodiment of directly contact, it is also possible to including other feature shape
Into the embodiment between the first and second features, such first and second feature may not be directly contact.
In the description of the invention, it is necessary to explanation, unless otherwise prescribed and limit, term " installation ", " connected ",
" connection " should be interpreted broadly, for example, it may be mechanically connect or electrical connection, or two connections of element internal, can
Being to be joined directly together, it is also possible to be indirectly connected to by intermediary, for the ordinary skill in the art, can basis
Concrete condition understands the concrete meaning of above-mentioned term.
With reference to following description and accompanying drawing, it will be clear that these and other aspects of embodiments of the invention.In these descriptions
In accompanying drawing, specifically disclose some particular implementations in embodiments of the invention to represent implementation implementation of the invention
Some modes of the principle of example, but it is to be understood that the scope of embodiments of the invention is not limited.Conversely, of the invention
Embodiment includes all changes, modification and the equivalent that fall into the range of the spiritual and intension of attached claims.
Progress control method, device and the air-conditioning system of the air-conditioner of the embodiment of the present invention are described with reference to the accompanying drawings.
Progress control method first to the air-conditioner of the embodiment of the present invention is illustrated.Wherein, air-conditioner includes outdoor
Casing body, housing is surrounded by air inlet and air outlet, and connection air inlet and air outlet air channel, wind is provided with air channel
Machine and heat exchanger.A kind of schematic flow sheet of the progress control method of air-conditioner that Fig. 1 is provided by the embodiment of the present invention.
As shown in figure 1, the progress control method of the air-conditioner of the embodiment of the present invention is comprised the following steps：
Step 101, collection uses the morphological image of the targeted customer of target air-conditioner.
Specifically, the morphological image of targeted customer when targeted customer boots up to the air-conditioner, can be gathered, this
In form refer to profile and expression of user etc..Here morphological image is preferably the face image of user, also may be used certainly
Think that other can be used in the image of identifying user feature, such as hand or other body parts.
IMAQ relevant apparatus for carrying out gesture control are installed in advance due to air-conditioner, in the present embodiment
The IMAQ relevant apparatus that the air-conditioner can be applied to be installed in advance, the morphological image for gathering user is used to determine user's
The characteristic informations such as age, sex.
Due to new hardware need not be increased in the process, the New function of air-conditioner is realized, therefore, not only save into
This, and improve the experience of user.
Step 102, the morphological image to targeted customer carries out image recognition, obtains the characteristic information of targeted customer.
Specifically, on the basis of morphological image is facial image, the morphological image of the targeted customer is input into and is passed through
The human face recognition model of training, obtains the characteristic information of the targeted customer；The characteristic information includes：Age and/or sex.
Wherein, human face recognition model here be it is pre- first pass through training be used to carry out the model of image recognition.
As a kind of possible implementation, in the training process, can gather all age group, each sex and
The morphological image of regional people marks age, sex and the institute of upper person taken picture people to these morphological images as sample
Category region, forms training sample database.Human face recognition model is trained using this training sample database.
As alternatively possible implementation, in the training process, can use the user's of air-conditioner by gathering
Morphological image obtains age, sex and the affiliated area information of air-conditioner owning user as sample, and rower is entered to sample
Note.For example：Can by the social network services SNS of air-conditioner owning user (Social Networking Services,
That is social network services) community information or social network information obtain the log-on message of user, so that it is determined that going out the user's
Age, sex and affiliated area.
Step 103, air-conditioner is respectively referred to in the range of target air-conditioner region, is using each reference air-conditioner
User in, inquiry and the reference user of this feature information matches.
Specifically, because the weather conditions of regional scope, climatic characteristic are different, so as to result in regional it
Between, the parameter set by air-conditioner also has larger difference, accordingly, it would be desirable in air-conditioner owning user in the range of one's respective area really
Make and refer to user.
Except mentioned above, a dimension for determining air-conditioner having differences property of setup parameter is belonging to air-conditioner
The weather and climatic characteristic in region, another dimension that inventor has found to determine air-conditioner having differences property of setup parameter is sky
The characteristic information of device owning user is adjusted, characteristic information here can include age, sex, health etc..All ages and classes,
The user of the even different healths of different sexes is respectively provided with some differences when air-conditioner parameter is set.
Therefore, when the target air-conditioner for targeted customer carries out parameter setting, each reference air-conditioner should used
User in, the reference user that is matched with the characteristic information of targeted customer of inquiry.As a kind of possible implementation, can be with pin
Age bracket is divided into the age, same age bracket will be belonged to targeted customer, and sex identical user is used as referring to user.
It should be noted that due to having certain poor performance opposite sex between the air-conditioner of each model, in order to avoid this
The poor performance opposite sex is planted, therefore, it can preferably with reference to air-conditioner and target air-conditioner is same model.
Step 104, according to reference to the history control parameter set by user, calculates target control parameter.
Wherein, control parameter includes temperature and/or wind speed.
Specifically, air-conditioner in the process of running, records the phases such as used control parameter, operation duration, operating condition
The operation information of pass, meanwhile, air-conditioner can also record the characteristic information of the user of the currently used air-conditioner, by characteristic information and
Operation information is used as historical record.Air-conditioner is with prefixed time interval, such as the set time point of every day, or each week
These historical records are reported to server by set time point, so that server enters to the historical record that each air-conditioner is reported
Row collects, and is capable of determining that each history control parameter with reference to the reference user of air-conditioner.As the possible realization side of one kind
Formula, can inquire about set by the reference user within the identical period with the morphological image for collecting the targeted customer
History control parameter；According to the history control parameter, target control parameter is calculated.
And then, according to each with reference to the history control parameter of the reference user of air-conditioner, select conventional control parameter
As the target control parameter for being controlled to target air-conditioner.Specifically when target control parameter is calculated, can have many
Implementation is planted, for clear explanation calculating process in the present embodiment, several possible implementations, this area is listed below
Technical staff could be aware that, circular is not limited to following several, can realize the algorithm that conventional control parameter is calculated
Within the scope of the present embodiment.
As the first possible implementation, frequency of usage is counted to the history control parameter with reference to set by user；
Using frequency of usage highest history control parameter as the target control parameter.Specifically, the history control set by user
Parameter processed is respectively provided with certain use inertia, such as, in relatively short time interval, for example：One week, user last time institute
The history control parameter of use, the user can next time start shooting when be continuing with, the probability modified to control parameter compared with
It is small.Therefore so that the control parameter that user is comfortable on, user can repeatedly be used.Can be pushed into multiple users' with class
Situation, most of nonexpondable control parameters of user, other users can also there is a possibility that larger to be continuing with the control
Parameter.Therefore, it can statistics frequency of usage highest history control parameter as target control parameter.
As second possible implementation, when using the history control parameter statistics set by the reference user
It is long；Duration history control parameter most long as the target control parameter will be used.Specifically, user's body-sensing is enabled to
Comfortable control parameter, user can typically set air-conditioner long-play under the control parameter, such as, in user's short time
Frequently adjustment control parameter, then illustrate that the comfort level of the control parameter is not good, and the user proceeds adjustment to control parameter, directly
To stable operation under preferably control parameter, once it is determined that preferably control parameter, user modifies to control parameter
Probability be also just obviously reduced.Therefore so that the control parameter that user is comfortable on, user can be used for a long time.Can be with
Class is pushed into the situation with multiple users, the control parameter that most of users use for a long time, and other users can also exist larger
Possibility is continuing with the control parameter.Therefore, it can statistics and use duration history control parameter most long as target control
Parameter.
As the third possible implementation, average is calculated to the history control parameter set by the reference user
Value；The average value for obtaining will be calculated as the target control parameter.Specifically, user's body-sensing situation has certain subjectivity
Factor, therefore, it is possible to cause that the comfortable control parameter of user's body-sensing can have certain fluctuation situation within a period of time, than
Such as, in the case that outer temperature and humidity keeps constant indoors, user is after getting up and after meal, motion, scene of taking a shower etc.
Under, the demand for indoor temperature and demeanour can change, and in general, the room temperature set after getting up is of a relatively high, after meal
The room temperature of setting is relatively low, and takes a shower with moving scene, and set room temperature is relatively low and wind speed is relatively low.Although
In the presence of certain fluctuation, but this control parameter remains what is fluctuated around average value, that is to say, that average value is phase
To the value of stabilization.Situation with multiple users can be pushed into class, the average control parameter of most of users, other users also can
There is a possibility that larger to be continuing with the control parameter.Therefore, it can the average value of statistical history control parameter as target
Control parameter.
Further, after acquisition target control parameter is calculated, the history control parameter pair of targeted customer can also be utilized
Target control parameter is modified.As a kind of possible implementation, the history control parameter statistics mesh according to targeted customer
Mark user can have some relatively stable use habits, for example, counting the targeted customer setting for each control parameter
Determine threshold range, conventional control parameter in different periods etc..When target control parameter is not in the range of aforesaid threshold values, will
It is modified in threshold range and the closest value of the target control parameter.
As a kind of possible application scenarios, in the history control parameter set by targeted customer, for room temperature, set
Between 23 DEG C to 28 DEG C, never greater than 28 DEG C or less than 23 DEG C, and the obtained target control parameter of foregoing calculating is 22
DEG C, then it is 23 DEG C to the temperature adjustmemt.
Used as alternatively possible application scenarios, targeted customer is set in 26 DEG C for room temperature in the night sleep period,
Only a small number of history usage records for being not set to 26 DEG C, therefore, it can for target control parameter to be modified to 26 DEG C.
For the ease of citing, only to room temperature, a kind of this control parameter is described the above, and other control parameters can join
According to the setting means of this control parameter of room temperature, this is repeated no more in the present embodiment.
Step 105, is controlled using target control parameter to target air-conditioner.
In sum, collection uses the morphological image of the targeted customer of target air-conditioner, to the morphological image of targeted customer
Image recognition is carried out, the characteristic information of targeted customer is obtained, air-conditioning is respectively referred to in the range of target air-conditioner region
Device, in the user using each reference air-conditioner, the reference user that inquiry is matched with characteristic information, according to set by with reference to user
History control parameter, calculate target control parameter, and then the target air-conditioner is entered using the target control parameter
Row control.The method of the present invention, can simplify the control operation of air-conditioner, increase the property easy to use of air-conditioner.
A kind of air-conditioning system that embodiment is proposed according to another aspect of the present invention is described with reference to the accompanying drawings.
Fig. 2 is the block diagram of the air-conditioning system according to one embodiment of the present of invention.As shown in Fig. 2 the embodiment of the present invention
Air-conditioning system 100 includes air-conditioner 10, cloud platform 20.
Wherein, air-conditioner 10 includes the structure of existing air-conditioner, the air intake for for example being surrounded including outdoor shell, housing
Mouth, air outlet, and the air channel of air inlet and air outlet is connected, blower fan and heat exchanger are provided with air channel, also including control
Device；And for gathering the morphological image collector of morphological image.
For the ease of description, the air-conditioner 10 of control parameter to be set is labeled as target air-conditioner, by one's respective area scope
Interior each air-conditioner 10 is labeled as referring to air-conditioner.
Cloud platform 20 obtains the morphological image of the targeted customer that air-conditioner 10 is collected；To the morphological image of targeted customer
Image recognition is carried out, the characteristic information of the targeted customer is obtained；For each in the range of the target air-conditioner region
With reference to air-conditioner, in the user using each reference air-conditioner, the reference user that inquiry is matched with the characteristic information；According to institute
The history control parameter with reference to set by user is stated, target control parameter is calculated；Using the target control parameter to described
Target air-conditioner is controlled.
Wherein, control parameter includes temperature and/or wind speed.
It should be noted that due to having certain poor performance opposite sex between the air-conditioner of each model, in order to avoid this
The poor performance opposite sex is planted, therefore, it can preferably with reference to air-conditioner and target air-conditioner is same model.
A kind of the possible of air-conditioning system that embodiment is proposed in accordance with a further aspect of the present invention is described with reference to the accompanying drawings
Implementation.
Fig. 3 is the block diagram of the cloud platform according to one embodiment of the present of invention.As shown in figure 3, the cloud of the embodiment of the present invention
Platform 20 includes：Sound recognizes server 21 and data processing server 22.
Wherein, image recognition server 21, the morphological image for obtaining the targeted customer that target air-conditioner is collected；
Morphological image to the targeted customer carries out image recognition, and the characteristic information of the targeted customer that image recognition is obtained sends
To the target air-conditioner, so that the target air-conditioner sends to the data processing characteristic information of the targeted customer
Server.
Specifically, 21 pairs of morphological images of the targeted customer of image recognition server carry out image recognition, specifically include：
The morphological image of the targeted customer is input into trained human face recognition model, the feature letter of the targeted customer is obtained
Breath；The characteristic information includes：Age and/or sex.
Data processing server 22, for respectively referring to air-conditioner in the range of the target air-conditioner region,
In the user using each reference air-conditioner, the reference user that inquiry is matched with the characteristic information；According to the reference user
Set history control parameter, calculates target control parameter；Using the target control parameter to the target air-conditioner
It is controlled.
Specifically, data processing server 22 is within the identical period with the morphological image for collecting the targeted customer,
The history control parameter set by the reference user is inquired about, according to the history control parameter, target control parameter is calculated.
Specifically, the history control parameter according to set by the reference user, calculates target control parameter, can there is various realities
Existing mode, for clear explanation calculating process in the present embodiment, is listed below several possible implementations, art technology
Personnel could be aware that, circular is not limited to following several, can realize that the algorithm that conventional control parameter is calculated exists
Within the scope of the present embodiment.
As the first possible implementation, frequency of usage is counted to the history control parameter with reference to set by user；
Using frequency of usage highest history control parameter as the target control parameter.
As second possible implementation, when using the history control parameter statistics set by the reference user
It is long；Duration history control parameter most long as the target control parameter will be used.
As the third possible implementation, average is calculated to the history control parameter set by the reference user
Value；The average value for obtaining will be calculated as the target control parameter.
It can be seen that, in the present embodiment, by gathering the morphological image using the targeted customer of target air-conditioner, to targeted customer
Morphological image carry out image recognition, the characteristic information of targeted customer is obtained, in the range of target air-conditioner region
Air-conditioner is respectively referred to, in the user using each reference air-conditioner, the reference user that inquiry is matched with characteristic information, according to reference
History control parameter set by user, calculates target control parameter, and then using the target control parameter to the mesh
Mark air-conditioner is controlled.The method of the present invention, can simplify the control operation of air-conditioner, increase the easy to use of air-conditioner
Property.
For the air-conditioning system in clear explanation the present embodiment, the present embodiment additionally provides a kind of specific application scenarios.
For example：As shown in figure 4, when the male user that age is 60 years old controls air-conditioner 10 to start shooting using morphological image
When, air-conditioner 10 receives start-up command, gathers the morphological image of the user.The morphological image hair that air-conditioner 10 will be collected
Deliver to the image recognition server 21 in cloud platform 20.
Image recognition server 21 identifies that the characteristic information of the user is 61 years old age, sex male, by characteristic information
Return to air-conditioner 10.
The characteristic information that air-conditioner 10 will be received sends the data processing server 22 into cloud platform 20, by data
Reason server 22 obtains all 61 years old, the operation note of male of nearest 10 days same time periods, counts most standing fixed room
Gentle air speed value returns to air-conditioner 10 as target control parameter.
Air-conditioner 10 runs under the target control parameter.
A kind of operation control of air-conditioner that embodiment is proposed according to another aspect of the present invention is described with reference to the accompanying drawings
Device.
Fig. 5 is the operating control device of the air-conditioner according to one embodiment of the present of invention.Air-conditioner includes outdoor machine shell
Body, the outdoor shell is surrounded by air inlet and air outlet, and connection air inlet and air outlet air channel, in the air channel
In be provided with blower fan and heat exchanger, as shown in figure 5, operating control device includes：Acquisition module 61, identification module 62, inquiry mould
Block 63, computing module 64 and control module 65.
Acquisition module 61, for gathering the morphological image using the targeted customer of target air-conditioner.
Specifically, acquisition module 61, specifically for：When the targeted customer boots up to the air-conditioner, collection
The morphological image of the targeted customer.
Identification module 62, the morphological image to the targeted customer carries out image recognition, obtains the spy of the targeted customer
Reference ceases.
Specifically, identification module 62, specifically for：The morphological image of the targeted customer is input into trained face
Identification model, obtains the characteristic information of the targeted customer；The characteristic information includes：Age and/or sex.
Enquiry module 63, for respectively referring to air-conditioner in the range of the target air-conditioner region, is using
In each user with reference to air-conditioner, the reference user that inquiry is matched with the characteristic information.
Computing module 64, for the history control parameter according to set by the reference user, calculates target control ginseng
Number.
Wherein, control parameter includes temperature and/or wind speed.
Specifically, computing module 64, specifically in the identical period with the morphological image for collecting the targeted customer
It is interior, inquire about the history control parameter set by the reference user；According to the history control parameter, target control ginseng is calculated
Number.
Control module 65, for being controlled to the target air-conditioner using the target control parameter.
Wherein, as the first possible implementation, computing module 64 specifically for：To set by the reference user
History control parameter statistics frequency of usage；Using frequency of usage highest history control parameter as the target control parameter.
As the second possible implementation, computing module 64, specifically for：To the history set by the reference user
Control parameter statistics uses duration；Duration history control parameter most long as the target control parameter will be used.
As the 3rd possible implementation, computing module 64, specifically for：To the history set by the reference user
Control parameter calculates average value；The average value for obtaining will be calculated as the target control parameter.
Wherein, control parameter includes temperature and/or wind speed.
It should be noted that due to having certain poor performance opposite sex between the air-conditioner of each model, in order to avoid this
The poor performance opposite sex is planted, therefore, it can preferably with reference to air-conditioner and target air-conditioner is same model.
It can be seen that, in the present embodiment, by gathering the morphological image using the targeted customer of target air-conditioner, to targeted customer
Morphological image carry out image recognition, the characteristic information of targeted customer is obtained, in the range of target air-conditioner region
Air-conditioner is respectively referred to, in the user using each reference air-conditioner, the reference user that inquiry is matched with characteristic information, according to reference
History control parameter set by user, calculates target control parameter, and then using the target control parameter to the mesh
Mark air-conditioner is controlled.The method of the present invention, can simplify the control operation of air-conditioner, increase the easy to use of air-conditioner
Property.
Any process described otherwise above or method description in flow chart or herein is construed as, and expression includes
It is one or more for realizing specific logical function or process the step of the module of code of executable instruction, fragment or portion
Point, and the scope of the preferred embodiment of the present invention includes other realization, wherein can not press shown or discussion suitable
Sequence, including function involved by basis by it is basic simultaneously in the way of or in the opposite order, carry out perform function, this should be of the invention
Embodiment person of ordinary skill in the field understood.
Represent in flow charts or logic and/or step described otherwise above herein, for example, being considered use
In the order list of the executable instruction for realizing logic function, in may be embodied in any computer-readable medium, for
Instruction execution system, device or equipment (such as computer based system, including the system of processor or other can be held from instruction
The system of row system, device or equipment instruction fetch and execute instruction) use, or with reference to these instruction execution systems, device or set
It is standby and use.For the purpose of this specification, " computer-readable medium " can any can be included, store, communicate, propagate or pass
The dress that defeated program is used for instruction execution system, device or equipment or with reference to these instruction execution systems, device or equipment
Put.The more specifically example (non-exhaustive list) of computer-readable medium includes following：With the electricity that one or more are connected up
Connecting portion (electronic installation), portable computer diskette box (magnetic device), random access memory (RAM), read-only storage
(ROM), erasable edit read-only storage (EPROM or flash memory), fiber device, and portable optic disk is read-only deposits
Reservoir (CDROM).In addition, computer-readable medium can even is that the paper that can thereon print described program or other are suitable
Medium, because optical scanner for example can be carried out by paper or other media, then enters edlin, interpretation or if necessary with it
His suitable method is processed electronically to obtain described program, is then stored in computer storage.
It should be appreciated that each several part of the invention can be realized with hardware, software, firmware or combinations thereof.Above-mentioned
In implementation method, the software that multiple steps or method can in memory and by suitable instruction execution system be performed with storage
Or firmware is realized.If for example, realized with hardware, and in another embodiment, can be with well known in the art
Any one of row technology or their combination are realized：With the logic gates for realizing logic function to data-signal
Discrete logic, the application specific integrated circuit with suitable combinational logic gate circuit, programmable gate array (PGA), scene
Programmable gate array (FPGA) etc..
Those skilled in the art are appreciated that to realize all or part of step that above-described embodiment method is carried
The rapid hardware that can be by program to instruct correlation is completed, and described program can be stored in a kind of computer-readable storage medium
In matter, the program upon execution, including one or a combination set of the step of embodiment of the method.
Additionally, during each functional unit in each embodiment of the invention can be integrated in a processing module, it is also possible to
It is that unit is individually physically present, it is also possible to which two or more units are integrated in a module.Above-mentioned integrated mould
Block can both be realized in the form of hardware, it would however also be possible to employ the form of software function module is realized.The integrated module is such as
Fruit is to realize in the form of software function module and as independent production marketing or when using, it is also possible to which storage is in a computer
In read/write memory medium.
Storage medium mentioned above can be read-only storage, disk or CD etc..
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show
The description of example " or " some examples " etc. means to combine specific features, structure, material or spy that the embodiment or example are described
Point is contained at least one embodiment of the invention or example.In this manual, to the schematic representation of above-mentioned term not
Necessarily refer to identical embodiment or example.And, the specific features of description, structure, material or feature can be any
One or more embodiments or example in combine in an appropriate manner.
Although an embodiment of the present invention has been shown and described, for the ordinary skill in the art, can be with
Understanding can carry out various changes, modification, replacement to these embodiments without departing from the principles and spirit of the present invention
And modification, the scope of the present invention is by appended claims and its equivalent limits.
Claims (22)
1. a kind of progress control method of air-conditioner, it is characterised in that the air-conditioner includes outdoor shell, the outdoor unit
Housing is surrounded by air inlet and air outlet, and connection air inlet and air outlet air channel, be provided with blower fan in the air channel
And heat exchanger, the progress control method comprises the following steps：
Collection uses the morphological image of the targeted customer of target air-conditioner；
Morphological image to the targeted customer carries out image recognition, obtains the characteristic information of the targeted customer；
Air-conditioner is respectively referred to in the range of the target air-conditioner region, in the user using each reference air-conditioner
In, the reference user that inquiry is matched with the characteristic information；
History control parameter according to set by the reference user, calculates target control parameter；
The target air-conditioner is controlled using the target control parameter.
2. the progress control method of air-conditioner according to claim 1, it is characterised in that described according to the reference user
Set history control parameter, calculates target control parameter, including：
Frequency of usage is counted to the history control parameter set by the reference user；
Using frequency of usage highest history control parameter as the target control parameter.
3. the progress control method of air-conditioner according to claim 1, it is characterised in that described according to the reference user
Set history control parameter, calculates target control parameter, including：
Duration is used to the history control parameter statistics set by the reference user；
Duration history control parameter most long as the target control parameter will be used.
4. the progress control method of air-conditioner according to claim 1, it is characterised in that described according to the reference user
Set history control parameter, calculates target control parameter, including：
Average value is calculated to the history control parameter set by the reference user；
The average value for obtaining will be calculated as the target control parameter.
5. the progress control method of the air-conditioner according to claim any one of 1-4, it is characterised in that described to the mesh
The morphological image for marking user carries out image recognition, obtains the characteristic information of the targeted customer, including：
The morphological image of the targeted customer is input into trained human face recognition model, the feature of the targeted customer is obtained
Information；The characteristic information includes：Age and/or sex.
6. the progress control method of the air-conditioner according to claim any one of 1-4, it is characterised in that the collection is used
The morphological image of the targeted customer of the target air-conditioner, including：
When the targeted customer boots up to the air-conditioner, the morphological image of the targeted customer is gathered.
7. the progress control method of the air-conditioner according to claim any one of 1-4, it is characterised in that described in the basis
History control parameter with reference to set by user, before calculating target control parameter, also includes：
Within the identical period with the morphological image for collecting the targeted customer, the history set by the reference user is inquired about
Control parameter.
8. a kind of air-conditioning system, it is characterised in that including：
Air-conditioner, the air-conditioner includes outdoor shell, and the outdoor shell is surrounded by air inlet and air outlet, Yi Jilian
The air channel of logical air inlet and air outlet, is provided with blower fan and heat exchanger in the air channel；And for gathering morphological image
Morphological image collector；
Cloud platform, the cloud platform obtains the morphological image of the targeted customer that target air-conditioner is collected；The target is used
The morphological image at family carries out image recognition, obtains the characteristic information of the targeted customer；For the target air-conditioner location
Air-conditioner is respectively referred in the range of domain, in the user using each reference air-conditioner, the ginseng that inquiry is matched with the characteristic information
Examine user；History control parameter according to set by the reference user, calculates target control parameter；Using the target control
Parameter processed is controlled to the target air-conditioner.
9. air-conditioning system according to claim 8, it is characterised in that the cloud platform includes image recognition server sum
According to processing server；
Described image recognizes server, the morphological image for obtaining the targeted customer that target air-conditioner is collected；To described
The morphological image of targeted customer carries out image recognition, and the characteristic information of the targeted customer that image recognition is obtained is sent to described
Target air-conditioner, so that the target air-conditioner sends to the data processing service characteristic information of the targeted customer
Device；
The data processing server, for respectively referring to air-conditioner in the range of the target air-conditioner region,
In user using each reference air-conditioner, the reference user that inquiry is matched with the characteristic information；According to the reference user institute
The history control parameter of setting, calculates target control parameter；The target air-conditioner is entered using the target control parameter
Row control.
10. air-conditioning system according to claim 9, it is characterised in that the data processing server is according to the reference
History control parameter set by user, calculates target control parameter, specifically includes：
Frequency of usage is counted to the history control parameter set by the reference user；
Using frequency of usage highest history control parameter as the target control parameter.
11. air-conditioning systems according to claim 9, it is characterised in that the data processing server is according to the reference
History control parameter set by user, calculates target control parameter, specifically includes：
Duration is used to the history control parameter statistics set by the reference user；
Duration history control parameter most long as the target control parameter will be used.
12. air-conditioning systems according to claim 9, it is characterised in that the data processing server is according to the reference
History control parameter set by user, calculates target control parameter, specifically includes：
Average value is calculated to the history control parameter set by the reference user；
The average value for obtaining will be calculated as the target control parameter.
13. air-conditioning system according to claim any one of 8-12, it is characterised in that described image recognizes server to institute
The morphological image for stating targeted customer carries out image recognition, specifically includes：
The morphological image of the targeted customer is input into trained human face recognition model, the feature of the targeted customer is obtained
Information；The characteristic information includes：Age and/or sex.
14. air-conditioning system according to claim any one of 8-12, it is characterised in that the morphological image of the air-conditioner is adopted
Storage, specifically for when user boots up, gathering the morphological image of user.
15. air-conditioning system according to claim any one of 8-12, it is characterised in that described according to the reference user institute
The history control parameter of setting, before calculating target control parameter, also includes：
Within the identical period with the morphological image for collecting the targeted customer, the history set by the reference user is inquired about
Control parameter.
16. a kind of operating control devices of air-conditioner, it is characterised in that the air-conditioner includes outdoor shell, the outdoor
Casing body is surrounded by air inlet and air outlet, and connection air inlet and air outlet air channel, be provided with wind in the air channel
Machine and heat exchanger, the operating control device include：
Acquisition module, for gathering the morphological image using the targeted customer of target air-conditioner；
Identification module, the morphological image to the targeted customer carries out image recognition, obtains the characteristic information of the targeted customer；
Enquiry module, for respectively referring to air-conditioner in the range of the target air-conditioner region, is using each reference
In the user of air-conditioner, the reference user that inquiry is matched with the characteristic information；
Computing module, for the history control parameter according to set by the reference user, calculates target control parameter；
Control module, for being controlled to the target air-conditioner using the target control parameter.
The operating control device of 17. air-conditioners according to claim 16, it is characterised in that the computing module, specifically
For：
Frequency of usage is counted to the history control parameter set by the reference user；
Using frequency of usage highest history control parameter as the target control parameter.
The operating control device of 18. air-conditioners according to claim 16, it is characterised in that the computing module, specifically
For：
Duration is used to the history control parameter statistics set by the reference user；
Duration history control parameter most long as the target control parameter will be used.
The operating control device of 19. air-conditioners according to claim 16, it is characterised in that the computing module, specifically
For：
Average value is calculated to the history control parameter set by the reference user；
The average value for obtaining will be calculated as the target control parameter.
The operating control device of 20. air-conditioner according to claim any one of 16-19, it is characterised in that the identification
Module, specifically for：
The morphological image of the targeted customer is input into trained human face recognition model, the feature of the targeted customer is obtained
Information；The characteristic information includes：Age and/or sex.
The operating control device of 21. air-conditioner according to claim any one of 16-19, it is characterised in that the collection
Module, specifically for：
When the targeted customer boots up to the air-conditioner, the morphological image of the targeted customer is gathered.
The operating control device of 22. air-conditioner according to claim any one of 16-19, it is characterised in that the calculating
Module is additionally operable to：
Within the identical period with the morphological image for collecting the targeted customer, the history set by the reference user is inquired about
Control parameter.
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