CN107631416A - Air conditioning control method and device - Google Patents
Air conditioning control method and device Download PDFInfo
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- CN107631416A CN107631416A CN201710919553.0A CN201710919553A CN107631416A CN 107631416 A CN107631416 A CN 107631416A CN 201710919553 A CN201710919553 A CN 201710919553A CN 107631416 A CN107631416 A CN 107631416A
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Abstract
The invention discloses a kind of air conditioning control method and device.Wherein, this method includes：Obtain the application scenarios and/or application function of air-conditioning；By pattern recognition model, it is determined that the recognition mode that the application scenarios and/or application function for acquisition are identified, wherein, pattern recognition model trains to obtain using multi-group data by machine learning, and every group of data in multi-group data include：Application scenarios and/or application function, and include at least one of for the recognition mode that the application scenarios and/or application function are identified, recognition mode：ONLINE RECOGNITION, identified off-line；It is identified for the recognition mode of determination and is identified result, and air-conditioning is controlled according to recognition result.The present invention is solved in correlation technique based on technical problem not intelligent enough when being controlled offline with On-line funchon to air-conditioning.
Description
Technical field
The present invention relates to intelligent electric appliance field, in particular to a kind of air conditioning control method and device.
Background technology
At present, image recognition technology is existing in air-conditioning progressively uses, but image recognition technology is used in combination with air-conditioning
It is main to use offline or online mode.On the one hand, image recognition local identified off-line is ineffective, and many home scenarios can not be accurate
Really judge, such as room layout, cause application of function defect；And another aspect, online image recognition are then needed by network,
Being influenceed by network bandwidth etc., corresponding speed also may be lagged more, such as, gesture identification promptness requires higher, in wire body
Testing will be bad.
For in above-mentioned correlation technique based on it is not intelligent enough when being controlled offline with On-line funchon to air-conditioning the problem of,
Not yet propose effective solution at present.
The content of the invention
The embodiments of the invention provide a kind of air conditioning control method and device, with least solve in correlation technique based on from
Line technical problem not intelligent enough when being controlled with On-line funchon to air-conditioning.
One side according to embodiments of the present invention, there is provided a kind of air conditioning control method, including：Obtain the air-conditioning
Application scenarios and/or application function；By pattern recognition model, it is determined that application scenarios for acquisition and/or it is described should
The recognition mode being identified with function, wherein, the pattern recognition model is to be trained using multi-group data by machine learning
Obtain, every group of data in the multi-group data include：Application scenarios and/or application function, and for the application scenarios
And/or the recognition mode that application function is identified, the recognition mode include at least one of：ONLINE RECOGNITION, it is offline to know
Not；It is identified for the recognition mode of determination and is identified result, and the air-conditioning is entered according to the recognition result
Row control.
Alternatively, by the pattern recognition model, it is determined that the application scenarios and/or the application for acquisition
Before the recognition mode that function is identified, including：Obtain the air-conditioning the first historical data and with the air-conditioning type phase
Second historical data of same air-conditioning, wherein, first historical data and second historical data include：Application scenarios
And/or application function, and for recognition mode that the application scenarios and/or application function are identified；To described the of acquisition
One historical data and second historical data are trained, and obtain the pattern recognition model.
Alternatively, the recognition mode for determination is identified to obtain the recognition result and included：It is determined that institute
In the case of recognition mode is stated as identified off-line, it is identified to obtain the identification knot using the local identification module of the air-conditioning
Fruit；And/or it is determined that the recognition mode be ONLINE RECOGNITION in the case of, using Cloud Server be directed to the air-conditioning institute
State application scenarios and/or the application function is identified to obtain the recognition result.
Alternatively, being identified to obtain the recognition result using the local identification module of the air-conditioning includes：It is logical
The mode for imaging the human body in region residing for the air-conditioning is crossed to identify to obtain the recognition result of at least one of：The people
The orientation angles of body and the air-conditioning, the distance of the air-conditioning and the human body, the quantity of the human body, the hand of the human body
Gesture, the general layout in space residing for the human body, the household in space is controlled residing for the human body；The air-conditioning is directed to using Cloud Server
The application scenarios and/or the application function be identified to obtain the recognition result and include：To on the Cloud Server
Pass the scenario parameters of the air-conditioning, and receive result identified below that the Cloud Server is fed back according to the scenario parameters extremely
It is one of few：At the age of the human body in region residing for the air-conditioning, the sex of the human body, the expression of the human body, belong to the sky
There is unauthorized person in the predetermined scene region in region residing for tune, region residing for the air-conditioning, region residing for the air-conditioning is present
Need to perform the region of predetermined airconditioning control.
Another aspect according to embodiments of the present invention, additionally provides a kind of air conditioning control device, including：First obtains
Unit, for obtaining the application scenarios and/or application function of the air-conditioning；Determining unit, for by pattern recognition model, really
The recognition mode that the fixed application scenarios for obtaining and/or the application function are identified, wherein, the pattern-recognition
Model trains to obtain using multi-group data by machine learning, and every group of data in the multi-group data include：Using
Scene and/or application function, and for the recognition mode that the application scenarios and/or application function are identified, the identification mould
Formula includes at least one of：ONLINE RECOGNITION, identified off-line；Control unit, for the recognition mode progress for determination
Identification is identified result, and the air-conditioning is controlled according to the recognition result.
Alternatively, the air conditioning control device includes：Second acquisition unit, for by the pattern recognition model, really
Before the recognition mode that the fixed application scenarios for obtaining and/or the application function are identified, the air-conditioning is obtained
The first historical data and the second historical data with the air-conditioning type identical air-conditioning, wherein, first historical data
Include with second historical data：Application scenarios and/or application function, and for the application scenarios and/or application function
The recognition mode being identified；3rd acquiring unit, for first historical data to acquisition and the second history number
According to being trained, the pattern recognition model is obtained.
Alternatively, described control unit includes：First identification module, for it is determined that the recognition mode know to be offline
In the case of other, it is identified to obtain the recognition result using the local identification module of the air-conditioning；And/or second identification
Module, for it is determined that the recognition mode be ONLINE RECOGNITION in the case of, using Cloud Server be directed to the air-conditioning institute
State application scenarios and/or the application function is identified to obtain the recognition result.
Alternatively, first identification module includes：Submodule is identified, for passing through the people to region residing for the air-conditioning
The mode that body is imaged identifies to obtain the recognition result of at least one of：The orientation angles of the human body and the air-conditioning,
The distance of the air-conditioning and the human body, the quantity of the human body, the gesture of the human body, the lattice in space residing for the human body
Office, the household in space is controlled residing for the human body；Second identification module includes：The air-conditioning is uploaded to the Cloud Server
Scenario parameters, and receive at least one result identified below that the Cloud Server feeds back according to the scenario parameters：Institute
The age of the human body in region residing for air-conditioning is stated, the sex of the human body, the expression of the human body, belongs to region residing for the air-conditioning
In predetermined scene region, unauthorized person be present in region residing for the air-conditioning, region residing for the air-conditioning exist need to perform it is pre-
Determine the region of airconditioning control.
Another aspect according to embodiments of the present invention, additionally provides a kind of storage medium, it is characterised in that described to deposit
Storage media includes the program of storage, wherein, described program performs the air conditioning control method described in above-mentioned any one.
Another aspect according to embodiments of the present invention, additionally provides a kind of processor, it is characterised in that the processing
Device is used for operation program, wherein, described program performs the air conditioning control method described in above-mentioned any one when running.
In embodiments of the present invention, the application scenarios and/or application function of air-conditioning are obtained；By pattern recognition model, really
The recognition mode that fixed application scenarios and/or application function for obtaining are identified, wherein, pattern recognition model is more to use
Group data train what is obtained by machine learning, and every group of data in multi-group data include：Application scenarios and/or using work(
Can, and include at least one of for the recognition mode that the application scenarios and/or application function are identified, recognition mode：
ONLINE RECOGNITION, identified off-line；It is identified for the recognition mode of determination and is identified result, and according to recognition result to air-conditioning
It is controlled.Lower hardware platform can be realized when realizing online by air conditioning control method provided in an embodiment of the present invention
And more functions expandings, (that is to say, without network in the case of) still can be reached with the purpose of normal operation when offline
Having arrived can be according to application scenarios or application function, and automatically switch online or offline technique effect, and then solves phase
The body of user based on technical problem not intelligent enough when being controlled offline with On-line funchon to air-conditioning, is being improved in the technology of pass
Test.
Brief description of the drawings
Accompanying drawing described herein is used for providing a further understanding of the present invention, forms the part of the application, this hair
Bright schematic description and description is used to explain the present invention, does not form inappropriate limitation of the present invention.In the accompanying drawings：
Fig. 1 is the flow chart of air conditioning control method according to embodiments of the present invention；
Fig. 2 is the structure chart of air conditioning control method according to embodiments of the present invention；And
Fig. 3 is the schematic diagram of air conditioning control device according to embodiments of the present invention.
Embodiment
In order that those skilled in the art more fully understand the present invention program, below in conjunction with the embodiment of the present invention
Accompanying drawing, the technical scheme in the embodiment of the present invention is clearly and completely described, it is clear that described embodiment is only
The embodiment of a part of the invention, rather than whole embodiments.Based on the embodiment in the present invention, ordinary skill people
The every other embodiment that member is obtained under the premise of creative work is not made, it should all belong to the model that the present invention protects
Enclose.
It should be noted that term " first " in description and claims of this specification and above-mentioned accompanying drawing, "
Two " etc. be for distinguishing similar object, without for describing specific order or precedence.It should be appreciated that so use
Data can exchange in the appropriate case, so as to embodiments of the invention described herein can with except illustrating herein or
Order beyond those of description is implemented.In addition, term " comprising " and " having " and their any deformation, it is intended that cover
Cover it is non-exclusive include, be not necessarily limited to for example, containing the process of series of steps or unit, method, system, product or equipment
Those steps or unit clearly listed, but may include not list clearly or for these processes, method, product
Or the intrinsic other steps of equipment or unit.
First, herein it should be noted that technical scheme provided in an embodiment of the present invention has the requirement of some hardware：It is main
Include but is not limited to：Camera, image recognition module, WiFi module, Cloud Server etc..It is specifically described below.
Camera：Using glass, plastic cement or glass and the camera of plastics hybrid lenses, wherein, glass lens are more suitable
For security protection application, service life is longer, and weatherability is higher, and optical property is also more preferably.
Image recognition module：The picture that camera gathers can be analyzed, image is obtained with certain cycle, and can
With the image to collection, some simple, conventional Algorithm Analysis are done, realize that human body angle recognition, man-machine distance identification, number are known
Not, and promptness requires higher identification, such as gesture identification.
Wifi modules：Can be by wifi module realization and Cloud Server data interchange, by the image information of camera
Server is reached, result is returned after cloud identifying processing and be given to image recognition module by server.
Cloud Server：Carry out the data analysis in high in the clouds.
According to embodiments of the present invention, there is provided a kind of embodiment of the method for air conditioning control method is, it is necessary to illustrate, attached
The step of flow of figure illustrates can perform in the computer system of such as one group computer executable instructions, though also,
So logical order is shown in flow charts, but in some cases, can be with different from shown by order execution herein
Or the step of description.
Fig. 1 is the flow chart of air conditioning control method according to embodiments of the present invention, as shown in figure 1, this method is including as follows
Step：
Step S102, obtain the application scenarios and/or application function of air-conditioning.
In step s 102, the application scenarios of air-conditioning here can include but is not limited to：Dining room, Office Area, rest area,
Safety protection region etc., application function include but is not limited to：Recognition of face, human body angle, human body distance, human body quantity, sex
Identification, age identification, room layout identification, furnishings identification etc..
Step S104, by pattern recognition model, it is determined that being identified for the application scenarios and/or application function of acquisition
Recognition mode, wherein, pattern recognition model trains to obtain using multi-group data by machine learning, in multi-group data
Every group of data include：Application scenarios and/or application function, and be identified for the application scenarios and/or application function
Recognition mode, recognition mode include at least one of：ONLINE RECOGNITION, identified off-line.
Wherein, identified off-line refers to carry out local identification always；ONLINE RECOGNITION refers to fully rely on server ONLINE RECOGNITION,
If after going offline, local identification (that is to say above-mentioned, identified off-line) can be switched to automatically；It is of course also possible to carry out online with from
Knot closes identification：Part identified off-line can include but is not limited to：The identification of human body angle, distance and quantity；Part is online
Identification can include but is not limited to：Sex, age and room layout etc..
Step S106, it is identified for the recognition mode of determination and is identified result, and according to recognition result to air-conditioning
It is controlled.
In the above-described embodiments, in air-conditioning work, the application scenarios and/or application function of air-conditioning can be obtained, are passed through
Pattern recognition model, it is determined that the recognition mode that the application scenarios and/or application function for acquisition are identified, for determination
Recognition mode, which is identified, is identified result, and according to being that recognition result is controlled to air-conditioning.Pass through the embodiment of the present invention
The air conditioning control method of offer can realize lower hardware platform and more functions expandings when realizing online, offline
When (that is to say, without network in the case of) still can with the purpose of normal operation, reached can according to application scenarios or
Application function, automatically switch online or offline technique effect, so solve in correlation technique based on it is offline with it is online
Not intelligent enough technical problem when function is controlled to air-conditioning, improves the experience of user.
In an optional embodiment of the present invention, by pattern recognition model, it is determined that the application scenarios for acquisition
And/or before the recognition mode that is identified of application function, the air conditioning control method can include：Obtain the first history of air-conditioning
Data and the second historical data with air-conditioning type identical air-conditioning, wherein, the first historical data and the second historical data
With including：Application scenarios and/or application function, and for recognition mode that the application scenarios and/or application function are identified；
The first historical data and the second historical data of acquisition are trained, obtain pattern recognition model.
For example, the corresponding position of the first historical data and the second historical data in air-conditioning by air-conditioning is obtained can be passed through
Manage module or independently of input is used as in the server of air-conditioning, engineering is carried out in above-mentioned processing module or server
Practise, obtain pattern recognition model.
In the above-described embodiments, the recognition mode for determination, which is identified, is identified result and can include：It is determined that
Recognition mode be identified off-line in the case of, be identified using the local identification module of air-conditioning and be identified result；With/
Or, it is determined that recognition mode be ONLINE RECOGNITION in the case of, using Cloud Server for air-conditioning application scenarios and/or application
Function, which is identified, is identified result., so can be with it is of course also possible to ONLINE RECOGNITION and identified off-line are combined into use
Increase the applicability of above-mentioned air conditioning control method.
In an optional embodiment of the present invention, it is identified using the local identification module of air-conditioning and is identified result
It can include：Identify to obtain the identification knot of at least one of by way of imaging the human body in region residing for air-conditioning
Fruit：The distance of the orientation angles of human body and air-conditioning, air-conditioning and human body, the quantity of human body, the gesture of human body, space residing for human body
General layout, the household in space is controlled residing for human body；Known using application scenarios and/or application function of the Cloud Server for air-conditioning
Not being identified result includes：The scenario parameters of air-conditioning are uploaded to Cloud Server, and receive Cloud Server according to scenario parameters
At least one result identified below of feedback：The age of the human body in region residing for air-conditioning, the sex of human body, the expression of human body, category
There is unauthorized person in the predetermined scene region in region residing for air-conditioning, region residing for air-conditioning, region residing for air-conditioning has needs
Perform the region of predetermined airconditioning control.
Specifically, Fig. 2 is the structure chart of air conditioning control method according to embodiments of the present invention, as shown in Fig. 2 user can be with
Online or off-line mode is set, wherein, off-line mode can include but is not limited to：Human bioequivalence, angle recognition and gesture
Identification；ONLINE RECOGNITION can include but is not limited to：Age bracket identification, recognition of face, scene Recognition and room layout identification.
In the above-described embodiments, the recognition mode for using air-conditioning local be identified be identified result can also include with
Lower application of function：Intelligent air supply：Wind people, wind keep away people's vane that lives and blown around human body；Gesture control air-conditioning：It can control
Air-conditioning switch machine, temperature adjustment, wind speed regulation, mode tuning etc.；Gesture control analyzes people in real time based on image recognition module
Gesture state (for example, fist or palm), the track (such as wave, turn-take, moving up and down etc.) of gesture.
In addition, the application of ONLINE RECOGNITION air conditioning function can include but is not limited to：Self study is blown：By in the influence in room
Server is reached, judges user's conventional activity region, such as, sofa region, dining region etc., for area above intelligence
To the more refrigerating capacitys of user or heating capacity；Lay anti-monitoring：For example, after security protection pattern, detection someone's invasion, ONLINE RECOGNITION
It is by together with local, determines whether kinsfolk, and behavior detecting, pass through more accurate ONLINE RECOGNITION and service
Chartered kinsfolk's information is matched in device, if matching is unsuccessful, carries out invading prompting message etc.；Comfortably
Air-supply：Image in room can be uploaded onto the server, whether have old man or child, if detected if analyzing in scene
The air supply pattern of old man or child, then regulation to suitable old man or child.
Another aspect according to embodiments of the present invention, additionally provides a kind of air conditioning control device, Fig. 3 is according to this hair
The schematic diagram of the air conditioning control device of bright embodiment, as shown in figure 3, the air conditioning control device includes：First acquisition unit 31, really
Order member 33 and control unit 35.The air conditioning control device is described in detail below.
First acquisition unit 31, for obtaining the application scenarios and/or application function of air-conditioning.
Determining unit 33, it is connected with above-mentioned first acquisition unit 31, for by pattern recognition model, being obtained it is determined that being directed to
Application scenarios and/or the recognition mode that is identified of application function, wherein, pattern recognition model is passes through using multi-group data
Machine learning trains what is obtained, and every group of data in multi-group data include：Application scenarios and/or application function, and for this
The recognition mode that application scenarios and/or application function are identified, recognition mode include at least one of：ONLINE RECOGNITION, from
Line identifies.
Control unit 35, it is connected with above-mentioned determining unit 33, is known for being identified for the recognition mode of determination
Other result, and air-conditioning is controlled according to recognition result.
In above-described embodiment, in operation of air conditioner, first acquisition unit can be used, for obtaining the application scenarios of air-conditioning
And/or application function, then using determining unit, for by pattern recognition model, it is determined that application scenarios for acquisition and/
Or the recognition mode that application function is identified, wherein, pattern recognition model is to be trained using multi-group data by machine learning
Obtain, every group of data in multi-group data include：Application scenarios and/or application function, and for the application scenarios and/or
The recognition mode that application function is identified, recognition mode include at least one of：ONLINE RECOGNITION, identified off-line；Finally may be used
So that using control unit, result is identified for being identified for the recognition mode of determination, and according to recognition result to sky
Tune is controlled.It can realize that lower hardware is put down when realizing online by air conditioning control device provided in an embodiment of the present invention
Platform and more functions expandings, when offline (that is to say, without network in the case of) still can with the purpose of normal operation,
Having reached can be according to application scenarios or application function, and automatically switch online or offline technique effect, and then solves
Based on technical problem not intelligent enough when being controlled offline with On-line funchon to air-conditioning in correlation technique, improve user's
Experience.
In an optional embodiment of the present invention, the air conditioning control device includes：Second acquisition unit, for passing through
Pattern recognition model, it is determined that before the recognition mode that the application scenarios and/or application function for acquisition are identified, obtain empty
The first historical data adjusted and the second historical data with air-conditioning type identical air-conditioning, wherein, the first historical data and second
Historical data includes：Application scenarios and/or application function, and be identified for the application scenarios and/or application function
Recognition mode；3rd acquiring unit, it is trained for the first historical data to acquisition and the second historical data, obtains pattern
Identification model.
In an optional embodiment of the present invention, control unit includes：First identification module, for it is determined that identification
In the case that pattern is identified off-line, it is identified using the local identification module of air-conditioning and is identified result；And/or second
Identification module, for it is determined that recognition mode be ONLINE RECOGNITION in the case of, using Cloud Server be directed to air-conditioning applied field
Scape and/or application function, which are identified, is identified result.
In an optional embodiment of the present invention, the first identification module includes：Submodule is identified, for by air-conditioning
The mode that the human body in residing region is imaged identifies to obtain the recognition result of at least one of：The azimuth of human body and air-conditioning
The distance of degree, air-conditioning and human body, the quantity of human body, the gesture of human body, the general layout in space residing for human body, the family in space residing for human body
Control in residence；Second identification module includes：The scenario parameters of air-conditioning are uploaded to Cloud Server, and receive Cloud Server according to scene
At least one result identified below of parameter feedback：The age of the human body in region residing for air-conditioning, the sex of human body, the table of human body
There is unauthorized person in feelings, the predetermined scene region belonged in region residing for air-conditioning, region residing for air-conditioning, region residing for air-conditioning is present
Need to perform the region of predetermined airconditioning control.
Another aspect according to embodiments of the present invention, additionally provides a kind of storage medium, it is characterised in that storage is situated between
Matter includes the program of storage, wherein, program performs the air conditioning control method of above-mentioned any one.
Another aspect according to embodiments of the present invention, additionally provides a kind of processor, it is characterised in that processor is used
In operation program, wherein, program performs the air conditioning control method of above-mentioned any one when running.
The embodiments of the present invention are for illustration only, do not represent the quality of embodiment.
In the above embodiment of the present invention, the description to each embodiment all emphasizes particularly on different fields, and does not have in some embodiment
The part of detailed description, it may refer to the associated description of other embodiment.
In several embodiments provided herein, it should be understood that disclosed technology contents, others can be passed through
Mode is realized.Wherein, device embodiment described above is only schematical, such as the division of the unit, Ke Yiwei
A kind of division of logic function, can there is an other dividing mode when actually realizing, for example, multiple units or component can combine or
Person is desirably integrated into another system, or some features can be ignored, or does not perform.Another, shown or discussed is mutual
Between coupling or direct-coupling or communication connection can be INDIRECT COUPLING or communication link by some interfaces, unit or module
Connect, can be electrical or other forms.
The unit illustrated as separating component can be or may not be physically separate, show as unit
The part shown can be or may not be physical location, you can with positioned at a place, or can also be distributed to multiple
On unit.Some or all of unit therein can be selected to realize the purpose of this embodiment scheme according to the actual needs.
In addition, each functional unit in each embodiment of the present invention can be integrated in a processing unit, can also
That unit is individually physically present, can also two or more units it is integrated in a unit.Above-mentioned integrated list
Member can both be realized in the form of hardware, can also be realized in the form of SFU software functional unit.
If the integrated unit is realized in the form of SFU software functional unit and is used as independent production marketing or use
When, it can be stored in a computer read/write memory medium.Based on such understanding, technical scheme is substantially
The part to be contributed in other words to prior art or all or part of the technical scheme can be in the form of software products
Embody, the computer software product is stored in a storage medium, including some instructions are causing a computer
Equipment (can be personal computer, server or network equipment etc.) perform each embodiment methods described of the present invention whole or
Part steps.And foregoing storage medium includes：USB flash disk, read-only storage (ROM, Read-Only Memory), arbitrary access are deposited
Reservoir (RAM, Random Access Memory), mobile hard disk, magnetic disc or CD etc. are various can be with store program codes
Medium.
Described above is only the preferred embodiment of the present invention, it is noted that for the ordinary skill people of the art
For member, under the premise without departing from the principles of the invention, some improvements and modifications can also be made, these improvements and modifications also should
It is considered as protection scope of the present invention.
Claims (10)
- A kind of 1. air conditioning control method, it is characterised in that including：Obtain the application scenarios and/or application function of the air-conditioning；By pattern recognition model, it is determined that the knowledge that the application scenarios and/or the application function for acquisition are identified Other pattern, wherein, the pattern recognition model trains to obtain using multi-group data by machine learning, the multi-group data In every group of data include：Application scenarios and/or application function, and known for the application scenarios and/or application function Other recognition mode, the recognition mode include at least one of：ONLINE RECOGNITION, identified off-line；It is identified for the recognition mode of determination and is identified result, and the air-conditioning is entered according to the recognition result Row control.
- 2. according to the method for claim 1, it is characterised in that by the pattern recognition model, obtained it is determined that being directed to The application scenarios and/or the recognition mode that is identified of the application function before, including：The first historical data of the air-conditioning and the second historical data with the air-conditioning type identical air-conditioning are obtained, wherein, First historical data and second historical data include：Application scenarios and/or application function, and for the applied field The recognition mode that scape and/or application function are identified；First historical data and second historical data of acquisition are trained, obtain the pattern recognition model.
- 3. according to the method for claim 1, it is characterised in that be identified to obtain institute for the recognition mode of determination Stating recognition result includes：It is determined that the recognition mode be identified off-line in the case of, be identified using the local identification module of the air-conditioning Obtain the recognition result；And/orIt is determined that the recognition mode be ONLINE RECOGNITION in the case of, using Cloud Server be directed to the air-conditioning the application Scene and/or the application function are identified to obtain the recognition result.
- 4. according to the method for claim 3, it is characterised in thatBeing identified to obtain the recognition result using the local identification module of the air-conditioning includes：By to the air-conditioning The mode that the human body in residing region is imaged identifies to obtain the recognition result of at least one of：The human body and the air-conditioning Orientation angles, the distance of the air-conditioning and the human body, the quantity of the human body, the gesture of the human body, the human body institute Locate the general layout in space, the household in space is controlled residing for the human body；It is identified to obtain the knowledge for the application scenarios of the air-conditioning and/or the application function using Cloud Server Other result includes：The scenario parameters of the air-conditioning are uploaded to the Cloud Server, and receive the Cloud Server according to At least one result identified below of scenario parameters feedback：The age of the human body in region residing for the air-conditioning, the property of the human body Not, the expression of the human body, the predetermined scene region belonged in region residing for the air-conditioning, region residing for the air-conditioning exists non- Method personnel, region presence residing for the air-conditioning need to perform the region of predetermined airconditioning control.
- A kind of 5. air conditioning control device, it is characterised in that including：First acquisition unit, for obtaining the application scenarios and/or application function of the air-conditioning；Determining unit, for by pattern recognition model, it is determined that the application scenarios and/or the application function for acquisition The recognition mode being identified, wherein, the pattern recognition model trains to obtain using multi-group data by machine learning, Every group of data in the multi-group data include：Application scenarios and/or application function, and for the application scenarios and/or answer The recognition mode being identified with function, the recognition mode include at least one of：ONLINE RECOGNITION, identified off-line；Control unit, result is identified for being identified for the recognition mode of determination, and is tied according to the identification Fruit is controlled to the air-conditioning.
- 6. device according to claim 5, it is characterised in that including：Second acquisition unit, for by the pattern recognition model, it is determined that the application scenarios and/or institute for acquisition Before stating the recognition mode that application function is identified, obtain the air-conditioning the first historical data and with the air-conditioning type phase Second historical data of same air-conditioning, wherein, first historical data and second historical data include：Application scenarios And/or application function, and for recognition mode that the application scenarios and/or application function are identified；3rd acquiring unit, it is trained, obtains for first historical data to acquisition and second historical data The pattern recognition model.
- 7. device according to claim 5, it is characterised in that described control unit includes：First identification module, for it is determined that the recognition mode be identified off-line in the case of, it is local using the air-conditioning Identification module be identified to obtain the recognition result；And/orSecond identification module, for it is determined that the recognition mode be ONLINE RECOGNITION in the case of, be directed to using Cloud Server The application scenarios and/or the application function of the air-conditioning are identified to obtain the recognition result.
- 8. device according to claim 7, it is characterised in thatFirst identification module includes：Submodule is identified, for by being imaged to the human body in region residing for the air-conditioning Mode identify to obtain the recognition result of at least one of：The orientation angles of the human body and the air-conditioning, the air-conditioning with The distance of the human body, the quantity of the human body, the gesture of the human body, the general layout in space residing for the human body, the human body The household in residing space is controlled；Second identification module includes：The scenario parameters of the air-conditioning are uploaded to the Cloud Server, and receive the cloud At least one result identified below that server feeds back according to the scenario parameters：The year of the human body in region residing for the air-conditioning Age, the sex of the human body, the expression of the human body, the predetermined scene region belonged in region residing for the air-conditioning, the sky There is unauthorized person in region residing for tune, region presence residing for the air-conditioning needs to perform the region of predetermined airconditioning control.
- A kind of 9. storage medium, it is characterised in that the storage medium includes the program of storage, wherein, described program right of execution Profit requires the air conditioning control method described in any one in 1 to 4.
- A kind of 10. processor, it is characterised in that the processor is used for operation program, wherein, right of execution when described program is run Profit requires the air conditioning control method described in any one in 1 to 4.
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Cited By (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108758994A (en) * | 2018-03-09 | 2018-11-06 | 珠海格力电器股份有限公司 | The control method and device of air-conditioning, storage medium and processor |
| WO2019228086A1 (en) * | 2018-05-31 | 2019-12-05 | Ge Gaoli | Key operation shielding type electric heater |
| CN110578994A (en) * | 2018-06-11 | 2019-12-17 | 珠海格力电器股份有限公司 | operation method and device |
| CN110793167A (en) * | 2018-08-01 | 2020-02-14 | 珠海格力电器股份有限公司 | Air conditioner control method and device |
| CN110793148A (en) * | 2018-08-03 | 2020-02-14 | 珠海格力电器股份有限公司 | Air conditioner control method and device |
| CN110793163A (en) * | 2018-08-01 | 2020-02-14 | 珠海格力电器股份有限公司 | Air conditioner configuration processing method and device |
| CN111121237A (en) * | 2019-12-27 | 2020-05-08 | 广东美的白色家电技术创新中心有限公司 | Air conditioner, control method thereof, server, and computer-readable storage medium |
| CN111895580A (en) * | 2020-08-03 | 2020-11-06 | 宁波奥克斯电气股份有限公司 | Air conditioner anti-disturbance control method and device and air conditioner |
| CN114216250A (en) * | 2021-11-11 | 2022-03-22 | 青岛海尔空调器有限总公司 | Method and device for controlling air conditioner and intelligent air conditioner |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN202792405U (en) * | 2012-09-11 | 2013-03-13 | 海尔集团公司 | Air conditioner control device and air conditioner using same |
| CN104899002A (en) * | 2015-05-29 | 2015-09-09 | 深圳市锐曼智能装备有限公司 | Conversation forecasting based online identification and offline identification switching method and system for robot |
| EP2941598A1 (en) * | 2012-10-11 | 2015-11-11 | Siemens Corporation | On-line optimization scheme for hvac demand response |
| CN105975079A (en) * | 2016-05-17 | 2016-09-28 | 珠海格力电器股份有限公司 | Air conditioner information processing method and device |
| CN106152408A (en) * | 2016-07-06 | 2016-11-23 | 北京地平线机器人技术研发有限公司 | Intelligent air conditioner controller, control method and air-conditioner |
-
2017
- 2017-09-30 CN CN201710919553.0A patent/CN107631416A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN202792405U (en) * | 2012-09-11 | 2013-03-13 | 海尔集团公司 | Air conditioner control device and air conditioner using same |
| EP2941598A1 (en) * | 2012-10-11 | 2015-11-11 | Siemens Corporation | On-line optimization scheme for hvac demand response |
| CN104899002A (en) * | 2015-05-29 | 2015-09-09 | 深圳市锐曼智能装备有限公司 | Conversation forecasting based online identification and offline identification switching method and system for robot |
| CN105975079A (en) * | 2016-05-17 | 2016-09-28 | 珠海格力电器股份有限公司 | Air conditioner information processing method and device |
| CN106152408A (en) * | 2016-07-06 | 2016-11-23 | 北京地平线机器人技术研发有限公司 | Intelligent air conditioner controller, control method and air-conditioner |
Cited By (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108758994A (en) * | 2018-03-09 | 2018-11-06 | 珠海格力电器股份有限公司 | The control method and device of air-conditioning, storage medium and processor |
| WO2019228086A1 (en) * | 2018-05-31 | 2019-12-05 | Ge Gaoli | Key operation shielding type electric heater |
| CN110578994A (en) * | 2018-06-11 | 2019-12-17 | 珠海格力电器股份有限公司 | operation method and device |
| CN110793167A (en) * | 2018-08-01 | 2020-02-14 | 珠海格力电器股份有限公司 | Air conditioner control method and device |
| CN110793163A (en) * | 2018-08-01 | 2020-02-14 | 珠海格力电器股份有限公司 | Air conditioner configuration processing method and device |
| CN110793167B (en) * | 2018-08-01 | 2021-06-29 | 珠海格力电器股份有限公司 | Air conditioner control method and device |
| CN110793148A (en) * | 2018-08-03 | 2020-02-14 | 珠海格力电器股份有限公司 | Air conditioner control method and device |
| CN111121237A (en) * | 2019-12-27 | 2020-05-08 | 广东美的白色家电技术创新中心有限公司 | Air conditioner, control method thereof, server, and computer-readable storage medium |
| CN111121237B (en) * | 2019-12-27 | 2021-08-10 | 广东美的白色家电技术创新中心有限公司 | Air conditioner, control method thereof, server, and computer-readable storage medium |
| CN111895580A (en) * | 2020-08-03 | 2020-11-06 | 宁波奥克斯电气股份有限公司 | Air conditioner anti-disturbance control method and device and air conditioner |
| CN114216250A (en) * | 2021-11-11 | 2022-03-22 | 青岛海尔空调器有限总公司 | Method and device for controlling air conditioner and intelligent air conditioner |
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