CN108758994A - Control method and device of air conditioner, storage medium and processor - Google Patents
Control method and device of air conditioner, storage medium and processor Download PDFInfo
- Publication number
- CN108758994A CN108758994A CN201810195084.7A CN201810195084A CN108758994A CN 108758994 A CN108758994 A CN 108758994A CN 201810195084 A CN201810195084 A CN 201810195084A CN 108758994 A CN108758994 A CN 108758994A
- Authority
- CN
- China
- Prior art keywords
- conditioning
- air
- picture
- user
- characteristic information
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000000034 method Methods 0.000 title claims abstract description 49
- 238000004378 air conditioning Methods 0.000 claims description 99
- 238000012549 training Methods 0.000 claims description 35
- 238000004458 analytical method Methods 0.000 claims description 12
- 230000009471 action Effects 0.000 claims description 7
- 238000010801 machine learning Methods 0.000 claims description 6
- 230000008859 change Effects 0.000 claims description 5
- 238000005516 engineering process Methods 0.000 abstract description 10
- 230000003238 somatosensory effect Effects 0.000 abstract 3
- 230000035945 sensitivity Effects 0.000 description 7
- 238000013473 artificial intelligence Methods 0.000 description 5
- 230000000694 effects Effects 0.000 description 5
- 230000008569 process Effects 0.000 description 5
- 230000036760 body temperature Effects 0.000 description 4
- 238000010168 coupling process Methods 0.000 description 3
- 238000005859 coupling reaction Methods 0.000 description 3
- 206010016326 Feeling cold Diseases 0.000 description 2
- 238000012512 characterization method Methods 0.000 description 2
- 238000004891 communication Methods 0.000 description 2
- 230000008878 coupling Effects 0.000 description 2
- 238000010586 diagram Methods 0.000 description 2
- 230000007613 environmental effect Effects 0.000 description 2
- 230000006870 function Effects 0.000 description 2
- 238000010438 heat treatment Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 241000282326 Felis catus Species 0.000 description 1
- 206010037660 Pyrexia Diseases 0.000 description 1
- 230000001154 acute effect Effects 0.000 description 1
- 238000013459 approach Methods 0.000 description 1
- 238000001816 cooling Methods 0.000 description 1
- 238000000605 extraction Methods 0.000 description 1
- 238000003475 lamination Methods 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
- 238000005057 refrigeration Methods 0.000 description 1
- 230000035807 sensation Effects 0.000 description 1
Classifications
-
- 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
- F24F11/62—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
-
- 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
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F2110/00—Control inputs relating to air properties
- F24F2110/10—Temperature
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- 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
- F24F2120/00—Control inputs relating to users or occupants
- F24F2120/20—Feedback from users
Landscapes
- Engineering & Computer Science (AREA)
- Signal Processing (AREA)
- Physics & Mathematics (AREA)
- Fuzzy Systems (AREA)
- Mathematical Physics (AREA)
- Chemical & Material Sciences (AREA)
- Combustion & Propulsion (AREA)
- Mechanical Engineering (AREA)
- General Engineering & Computer Science (AREA)
- Air Conditioning Control Device (AREA)
Abstract
The invention discloses a control method and device of an air conditioner, a storage medium and a processor. Wherein, the method comprises the following steps: acquiring characteristic information of a user in a space where an air conditioner is located; determining somatosensory parameters according to the acquired characteristic information, wherein the somatosensory parameters are used for representing the subjective feeling of a user on the environment temperature in the space; and controlling the air conditioner according to the somatosensory parameters. The invention solves the technical problem that the air conditioner control method in the related technology is not intelligent enough.
Description
Technical field
The present invention relates to airconditioning control field, control method and device in particular to a kind of air-conditioning, storage mediums
And processor.
Background technology
Current air-conditioning can control air-conditioning by identifying the temperature of human body, for example, using infrared sensing skill
Art incudes the temperature of body surface, and the operating status of air-conditioning is adjusted according to the variation of body surface temperature.But this technology
Disadvantage is that the precision of infrared identification shell temperature is relatively low, and the warm-cold sensitivity of human body caused by the 1 DEG C of meeting of body surface temperature difference is complete
It is complete different；Moreover, allowing to accurately measure human body temperature, also it can not accurately judge whether user is comfortable on, because different
People feels it is different to cold and hot, in addition, controlling the operation of air-conditioning by human body temperature merely in some special circumstances
Serious consequence is may result in, for example, people, under cat fever state, body temperature can be higher by normal body temperature, if according to body surface
Temperature is higher to judge that user feels hotter, and then reinforces cooling-down effect, and the state of an illness that may result in user is more serious, effect
It runs counter to desire.
For the technical problem not smart enough of air conditioning control method in the related technology, effective solution is not yet proposed at present
Scheme.
Invention content
An embodiment of the present invention provides a kind of control method of air-conditioning and device, storage medium and processors, at least to solve
Air conditioning control method certainly in the related technology technical problem not smart enough.
One side according to the ... of the embodiment of the present invention, provides a kind of control method of air-conditioning, and this method includes：It obtains empty
Adjust the characteristic information of the user in residing space；Body-sensing parameter is determined according to the characteristic information got, wherein body-sensing parameter is used
In characterization user to the subjective feeling of the environment temperature in space；Air-conditioning is controlled according to body-sensing parameter.
Further, the characteristic information of the user in space residing for acquisition air-conditioning includes：It is acquired by the camera of air-conditioning
Picture in space；Picture is analyzed using training pattern, determines the characteristic information of the user carried in picture, wherein
Training pattern is trained using multi-group data by machine learning, and every group of data in multi-group data include：Training figure
Characteristic information corresponding to piece and training picture.
Further, the picture is analyzed using training pattern, determines the user carried in the picture
Characteristic information include：Picture is analyzed by least one training pattern, to obtain at least one characteristic information,
In, each training pattern for it is corresponding analysis picture in a kind of feature, at least one characteristic information be user with down toward
A kind of few information of feature：Expression, action, posture, clothing wear situation, gender, age.
Further, before being controlled air-conditioning according to body-sensing parameter, this method further includes：Determine the ring in space
Temperature change of the border temperature in preset duration is within preset range.
Further, carrying out control to air-conditioning according to body-sensing parameter includes：Obtain predetermined temperature；According to body-sensing parameter to pre-
Constant temperature degree is modified, and obtains correcting temperature；Air-conditioning is controlled to correct temperature as target temperature.
Further, according to body-sensing parameter to predetermined temperature be modified including：Determine that the corresponding temperature of body-sensing parameter is repaiied
Positive value；Predetermined temperature is modified according to temperature corrected value.
Another aspect according to the ... of the embodiment of the present invention, additionally provides a kind of control device of air-conditioning, which includes：It obtains
Unit, the characteristic information for obtaining the user in space residing for air-conditioning；Determination unit, for according to the characteristic information got
Determine body-sensing parameter, wherein the subjective feeling that body-sensing parameter is used to characterize user to the environment temperature in space；Control unit,
For being controlled air-conditioning according to body-sensing parameter.
Further, acquiring unit includes：Acquisition module, for acquiring the picture in space by the camera of air-conditioning；
Analysis module determines the characteristic information of the user carried in picture for being analyzed picture using training pattern, wherein
Training pattern is trained using multi-group data by machine learning, and every group of data in multi-group data include：Training figure
Characteristic information corresponding to piece and training picture.
Another aspect according to the ... of the embodiment of the present invention additionally provides a kind of storage medium, which includes storage
Program, wherein equipment executes the control method of the air-conditioning of the present invention where controlling storage medium when program is run.
Another aspect according to the ... of the embodiment of the present invention additionally provides a kind of processor, which is used to run program,
In, the control method of the air-conditioning of the present invention is executed when program is run.
In embodiments of the present invention, pass through the characteristic information of the user in space residing for acquisition air-conditioning；According to what is got
Characteristic information determines body-sensing parameter, wherein the subjective feeling that body-sensing parameter is used to characterize user to the environment temperature in space；Root
Air-conditioning is controlled according to body-sensing parameter, solves air conditioning control method in the related technology technical problem not smart enough, into
And realize the technique effect that can be adjusted to the control process of air-conditioning to the subjective feeling of environment temperature according to user.
Description of the drawings
Attached drawing described herein is used to provide further understanding of the present invention, and is constituted part of this application, this hair
Bright illustrative embodiments and their description are not constituted improper limitations of the present invention for explaining the present invention.In the accompanying drawings：
Fig. 1 is a kind of flow chart of the control method of optional air-conditioning according to the ... of the embodiment of the present invention；
Fig. 2 is the flow chart of the control method of another optional air-conditioning according to the ... of the embodiment of the present invention；
Fig. 3 is a kind of schematic diagram of the control device of optional air-conditioning according to the ... of the embodiment of the present invention.
Specific implementation mode
In order to enable those skilled in the art to better understand the solution of the present invention, below in conjunction in the embodiment of the present invention
Attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is only
The embodiment of a part of the invention, instead of all the embodiments.Based on the embodiments of the present invention, ordinary skill people
The every other embodiment that member is obtained without making creative work should all belong to the model that the present invention protects
It encloses.
It should be noted that term " first " in description and claims of this specification and above-mentioned attached drawing, "
Two " etc. be for distinguishing similar object, without being used to describe specific sequence or precedence.It should be appreciated that using in this way
Data can be interchanged in the appropriate case, so as to the embodiment of the present invention described herein can in addition to illustrating herein or
Sequence other than those of description is implemented.In addition, term " comprising " and " having " and their any deformation, it is intended that cover
It includes to be not necessarily limited to for example, containing the process of series of steps or unit, method, system, product or equipment to cover non-exclusive
Those of clearly list step or unit, but may include not listing clearly or for these processes, method, product
Or the other steps or unit that equipment is intrinsic.
This application provides a kind of embodiments of the control method of air-conditioning.
Fig. 1 is a kind of flow chart of the control method of optional air-conditioning according to the ... of the embodiment of the present invention, as shown in Figure 1, should
Method includes the following steps：
Step S101 obtains the characteristic information of the user in space residing for air-conditioning；
Step S102 determines body-sensing parameter according to the characteristic information got；
Step S103 controls air-conditioning according to body-sensing parameter.
User refers to the user being currently in space residing for air-conditioning in the embodiment.
The characteristic information of user is used for as the foundation for determining body-sensing parameter, wherein the feature of user can be user
Expression, action, posture, clothing wear situation, gender, age, etc..For example, being determined if wearing situation according to the clothing of user
The skin of user is exposed more at most to illustrate that user is hotter, alternatively, user is if fan pectinid if indicating that user is hotter, women ratio
Male is more cold, etc., user can be judged to current environment by the combination of any one or more characteristic informations of user
The impression of temperature.
The subjective feeling that body-sensing parameter then is used to characterize user to the environment temperature in space.Body-sensing parameter can pass through number
The mode of value indicates level of comfort of the user to temperature, for example, by -3~3 7 integer representation users to temperature sensation
Different brackets, -3 indicate terribly cold, and 3 indicate awfully hot.
Optionally, the mode for obtaining the characteristic information of the user in space residing for air-conditioning can be taken by camera acquisition
Picture with user's characteristic information uses training pattern specifically, acquiring the picture in space by the camera of air-conditioning
Picture is analyzed, determines the characteristic information of the user carried in picture, wherein training pattern is to be passed through using multi-group data
What machine learning trained, every group of data in multi-group data include：Feature letter corresponding to training picture and training picture
Breath.
Since manifold information may be carried in collected picture, the feature in extracting picture by training pattern
When information, one or more training pattern extractions may be used, each training pattern can be extracted one or more in picture
The information of feature.
Optionally, the picture is analyzed using training pattern, determines the user's carried in the picture
The step of characteristic information may include：Picture is analyzed by least one training pattern, to obtain at least one feature
Information, wherein each training pattern is user's for a kind of feature in corresponding analysis picture, at least one characteristic information
The information of following at least one feature：Expression, action, posture, clothing wear situation, gender, age.Further, according to obtaining
The characteristic information got determines that the step of body-sensing parameter includes determining body-sensing parameter by least one characteristic information.
The mode of the characteristic information of user in space residing for above-mentioned acquisition air-conditioning is by artificial intelligence (AI) method to figure
The characteristic information of user in piece is identified, and then it is currently right that the characteristic information of the user analyzed can be utilized to judge user
The body-sensing comfort level of temperature.Optionally, AI chips can be configured to air-conditioning, to be parsed to picture, and the feature that will be obtained
Information carries out comprehensive analysis.
After the characteristic information of the user in obtaining space residing for air-conditioning, body-sensing is determined according to the characteristic information got
Parameter, and further air-conditioning is controlled according to body-sensing parameter.Optionally, air-conditioning is being carried out according to body-sensing parameter to control it
Before, it is also necessary to determine temperature change of the environment temperature in space in preset duration within preset range.For example, exist
In the case of detecting that environment temperature in space is unstable, not according to body-sensing state modulator air-conditioning, for example, air-conditioning is switched on just
When, the temperature in space is in the state for being rapidly heated or cooling down, unstable, the temperature also miss the mark temperature in space,
It may be inaccurate to carry out control to air-conditioning to the comfort level of current environmental temperature according to user at this time, because indoor temperature is also
In acute variation；And detect the environment temperature in space it is stable for example, maintaining ± 0.5 DEG C in the case of, explanation
Air-conditioning has had reached target temperature, then by obtaining characteristic information and determining body-sensing parameter, further according to body-sensing parameter control
Air-conditioning processed.
Being controlled air-conditioning according to body-sensing parameter can be to the operating mode of air-conditioning (for example, heating mode, refrigeration mould
Formula etc.) and/or running parameter (for example, target temperature, wind speed scale etc.) be adjusted.According to body-sensing state modulator air-conditioning
When, adjustment repeatedly can be carried out, until the sendible temperature of user reaches scheduled numerical value.
For example, the target temperature of air-conditioning can be adjusted according to body-sensing parameter, specifically, can first obtain pre-
Constant temperature degree, predetermined temperature can the temperature that manually sets of the user, alternatively, the temperature determined according to the temperature of user's history setting
Degree, alternatively, according to the temperature that the environment temperature in the space and the environment temperature outside the space determine, it is predetermined getting
After temperature, predetermined temperature is modified according to body-sensing parameter, obtains correcting temperature, control air-conditioning is to correct temperature as target
Temperature is run.Further, can be that first determining body-sensing parameter corresponds to when being modified to predetermined temperature according to body-sensing parameter
Temperature corrected value, predetermined temperature is modified further according to temperature corrected value.
For example, determining that current body-sensing parameter is -1, illustrate that user feels colder, body-sensing parameter is that -1 corresponding temperature is repaiied
Positive value be+1 DEG C, by current predetermined temperature add 1 DEG C, and then air-conditioning enter heating mode heated it is indoor to increase
Temperature so that user feels warmer.When detecting temperature change of the environment temperature in space in preset duration pre-
In the case of within the scope of if, that is, the environment temperature in space reaches more stable state, current body-sensing is further determined that
Target temperature is further increased 1 DEG C by parameter if not yet -1, illustrating that user still feels colder, until determining the body-sensing of user
Parameter is 0.
The embodiment is true according to the characteristic information got by obtaining the characteristic information of the user residing for air-conditioning in space
Determine body-sensing parameter, air-conditioning is controlled according to body-sensing parameter, the air conditioning control method solved in the related technology is not smart enough
The technical issues of, and then realize and the subjective feeling of environment temperature can adjust the control process of air-conditioning according to user
Whole technique effect.
A kind of optional embodiment of above-described embodiment is described as follows with reference to Fig. 2：
1., may be there are two types of possible situation when air-conditioning is switched on and runs, one is using temperature set by user booting fortune
Row, can directly be determined as the target temperature T of air-conditioning according to temperature set by user at this timeSetting；Another situation is that user sets
Determine automatic mode booting, it is general the fact that air-conditioning can be automatically determined according to current inside and outside temperature conditions one setting
Temperature value is as TSetting；Either that situation, all can be there are one target temperature T after air-conditioning bootingSetting.Air-conditioning can be by TSettingAs
Target temperature is run.
2. (thinking if the continuous 30min changing values of room temperature are less than 0.5 DEG C after room temperature reaches stable state
Reach stable state), start to judge at this time the warm-cold sensitivity of user by.Air-conditioning acquired according to included camera user expression,
The information such as action, posture, situation of wearing the clothes (for example, thickness of wearing the clothes), gender, age, and using the algorithm of artificial intelligence, analyze
The current warm-cold sensitivity of user by；User's impression can be divided into " feeling cold ", " comfortable ", " sensible heat ", or can also be according to demand
It is divided into other grades.
If judging result is at this time " feeling cold ", to TSettingCarry out one+0.5 DEG C of amendment so that revised
TIt sets (after amendment)=TIt sets (before amendment)+0.5℃；If judging result is at this time " comfortable ", without correcting, still set as it is
Temperature is run；If judging result is at this time " sensible heat ", to TSettingCarry out one -0.5 DEG C of amendment so that revised
TIt sets (after amendment)=TIt sets (before amendment)-0.5℃。
According to TIt sets (after amendment)The operation of operation and then secondary repetition step 2., that is, waiting for air-conditioning (room stable again
Between temperature reach stable state) after, according to the warm-cold sensitivity of user by control air-conditioning, so recycle, the impression until reaching user
Until " comfortable ".
The embodiment shoots user's picture by the camera of air-conditioning, AI chips is then utilized, using artificial intelligence approach
Picture is parsed, to the information comprehensive analysis such as the expression of user, limb action, situation of wearing the clothes, age, gender in picture,
By to these information analysis come judge active user be experienced as it is hot and cold or comfortable, when obtain user warm-cold sensitivity by
Afterwards, the operating status for then adjusting air-conditioning accordingly prevents air-conditioning according only to preset until user is comfortable on
Temperature or the room temperature set point that an acquiescence is given according to environmental condition, it is likely that the most easypro of user experience can be deviateed
Thermophilic degree.Further, since space air, there are lamination problem, the room temperature that interior machine temperature sensing package detects can not represent practical room
Between temperature, therefore be difficult to meet the comfort requirement of user according to the room temperature detected, the air-conditioning of embodiment offer
Control method can accurately identify the warm-cold sensitivity of user by judging that user is to feel cold or hot, according to the user identified
Warm-cold sensitivity controls air-conditioning accordingly, the range that the room temperature control made is comfortable in user, in solution
The problem of stating.
It should be noted that attached drawing flow chart though it is shown that logical order, but in some cases, can be with
Shown or described step is executed different from sequence herein.
Present invention also provides a kind of embodiment of storage medium, the storage medium of the embodiment includes the program of storage,
Wherein, equipment executes the control method of the air-conditioning of the embodiment of the present invention where controlling storage medium when program is run.
Present invention also provides a kind of embodiment of processor, the processor of the embodiment is for running program, wherein journey
The control method of the air-conditioning of the embodiment of the present invention is executed when sort run.
Present invention also provides a kind of embodiments of the control device of air-conditioning.It should be noted that the embodiment provided
The control device of air-conditioning can be used for executing the control method of air-conditioning provided by the present application.
Fig. 3 is a kind of schematic diagram of the control device of optional air-conditioning according to the ... of the embodiment of the present invention, as shown in figure 3, should
Device includes acquiring unit 10, determination unit 20 and control unit 30, wherein acquiring unit is for obtaining in space residing for air-conditioning
User characteristic information；Determination unit is used to determine body-sensing parameter according to the characteristic information got, wherein body-sensing parameter is used
In characterization user to the subjective feeling of the environment temperature in space；Control unit is for controlling air-conditioning according to body-sensing parameter
System.
The embodiment obtains the characteristic information of the user in space residing for air-conditioning by acquiring unit, passes through determination unit root
Body-sensing parameter is determined according to the characteristic information got, and air-conditioning is controlled according to body-sensing parameter by control unit, is solved
Air conditioning control method in the related technology technical problem not smart enough, and then realizing can be according to user to environment temperature
Subjective feeling is come the technique effect that is adjusted to the control process of air-conditioning.
As an alternative embodiment, acquiring unit includes：Acquisition module, for being acquired by the camera of air-conditioning
Picture in space；Analysis module determines the spy of the user carried in picture for being analyzed picture using training pattern
Reference ceases, wherein training pattern is trained using multi-group data by machine learning, and every group of data in multi-group data are equal
Including：Characteristic information corresponding to training picture and training picture.
As an alternative embodiment, analysis module is additionally operable to divide picture by least one training pattern
Analysis, to obtain at least one characteristic information, wherein each training pattern is used for a kind of feature in corresponding analysis picture, until
A few characteristic information is the information of following at least one feature of user：Expression, action, posture, clothing wear situation, property
Not, the age.
As an alternative embodiment, determination unit is additionally operable to carried out controlling it to air-conditioning according to body-sensing parameter
Before, determine temperature change of the environment temperature in space in preset duration within preset range.
As an alternative embodiment, control unit is additionally operable to obtain predetermined temperature；According to body-sensing parameter to predetermined
Temperature is modified, and obtains correcting temperature；Air-conditioning is controlled to correct temperature as target temperature.
As an alternative embodiment, control unit according to body-sensing parameter to predetermined temperature be modified including：Really
Determine the corresponding temperature corrected value of body-sensing parameter；Predetermined temperature is modified according to temperature corrected value.
Above-mentioned device may include processor and memory, and said units can be stored in storage as program unit
In device, above procedure unit stored in memory is executed by processor to realize corresponding function.
Memory may include computer-readable medium in volatile memory, random access memory (RAM) and/
Or the forms such as Nonvolatile memory, if read-only memory (ROM) or flash memory (flash RAM), memory include at least one deposit
Store up chip.
The sequence of above-mentioned the embodiment of the present application can not represent the quality of embodiment.
In above-described embodiment of the application, all emphasizes particularly on different fields to the description of each embodiment, do not have in some embodiment
The part of detailed description may refer to the associated description of other embodiment.In several embodiments provided herein, it should be appreciated that
It arrives, disclosed technology contents can be realized by another way.
Wherein, the apparatus embodiments described above are merely exemplary, for example, the unit division, can be one
Kind of division of logic function, formula that in actual implementation, there may be another division manner, such as multiple units or component can combine or
It is desirably integrated into another system, or some features can be ignored or not executed.Another point, it is shown or discussed it is mutual it
Between coupling, direct-coupling or communication connection can be INDIRECT COUPLING or communication link by some interfaces, unit or module
It connects, can be electrical or other forms.
In addition, each functional unit in each embodiment of the application can be integrated in a processing unit, it can also
It is that each unit physically exists alone, it can also be during two or more units be integrated in one unit.Above-mentioned integrated list
The form that hardware had both may be used in member is realized, 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 sells or use as independent product
When, it can be stored in a computer read/write memory medium.Based on this understanding, the technical solution of the application is substantially
The all or part of the part that contributes to existing technology or the technical solution can be in the form of software products in other words
It embodies, which is stored in a storage medium, including some instructions are used so that a computer
Equipment (can be personal computer, server or network equipment etc.) execute each embodiment the method for the application whole or
Part steps.And storage medium above-mentioned includes：USB flash disk, read-only memory (ROM, Read-Only Memory), arbitrary access are deposited
Reservoir (RAM, Random Access Memory), mobile hard disk, magnetic disc or CD etc. are various can to store program code
Medium.
The above is only the preferred embodiment of the application, it is noted that for the ordinary skill people of the art
For member, under the premise of not departing from the application principle, several improvements and modifications can also be made, these improvements and modifications are also answered
It is considered as the protection domain of the application.
Claims (10)
1. a kind of control method of air-conditioning, which is characterized in that the method includes：
Obtain the characteristic information of the user in space residing for air-conditioning；
Body-sensing parameter is determined according to the characteristic information got, wherein the body-sensing parameter is for characterizing the user to described
The subjective feeling of environment temperature in space；
The air-conditioning is controlled according to the body-sensing parameter.
2. according to the method described in claim 1, it is characterized in that, obtaining the characteristic information packet of the user in space residing for air-conditioning
It includes：
The picture in the space is acquired by the camera of the air-conditioning；
The picture is analyzed using training pattern, determines the characteristic information of the user carried in the picture,
In, the training pattern is trained using multi-group data by machine learning, and every group of data in the multi-group data are equal
Including：Characteristic information corresponding to training picture and the trained picture.
3. according to the method described in claim 2, it is characterized in that, being analyzed the picture using training pattern, determination
The characteristic information of the user carried in the picture includes：
The picture is analyzed by least one training pattern, to obtain at least one characteristic information, wherein Mei Gexun
Practice model for a kind of feature in the corresponding analysis picture, at least one characteristic information is the following of the user
The information of at least one feature：Expression, action, posture, clothing wear situation, gender, age.
4. according to the method described in claim 1, it is characterized in that, being controlled the air-conditioning according to the body-sensing parameter
Before, the method further includes：
Determine temperature change of the environment temperature in the space in preset duration within preset range.
5. method according to any one of claims 1 to 4, which is characterized in that according to the body-sensing parameter to the air-conditioning
Carrying out control includes：
Obtain predetermined temperature；
The predetermined temperature is modified according to the body-sensing parameter, obtains correcting temperature；
The air-conditioning is controlled using the amendment temperature as target temperature.
6. according to the method described in claim 5, it is characterized in that, being repaiied to the predetermined temperature according to the body-sensing parameter
Just include：
Determine the corresponding temperature corrected value of the body-sensing parameter；
The predetermined temperature is modified according to the temperature corrected value.
7. a kind of control device of air-conditioning, which is characterized in that described device includes：
Acquiring unit, the characteristic information for obtaining the user in space residing for air-conditioning；
Determination unit, for determining body-sensing parameter according to the characteristic information got, wherein the body-sensing parameter is for characterizing institute
State subjective feeling of the user to the environment temperature in the space；
Control unit, for being controlled the air-conditioning according to the body-sensing parameter.
8. device according to claim 8, which is characterized in that the acquiring unit includes：
Acquisition module, for acquiring the picture in the space by the camera of the air-conditioning；
Analysis module determines the user carried in the picture for being analyzed the picture using training pattern
Characteristic information, wherein the training pattern is trained using multi-group data by machine learning, in the multi-group data
Every group of data include：Characteristic information corresponding to training picture and the trained picture.
9. a kind of storage medium, which is characterized in that the storage medium includes the program of storage, wherein run in described program
When control the storage medium where equipment perform claim require the control method of the air-conditioning described in 1 to 6 any one.
10. a kind of processor, which is characterized in that the processor is for running program, wherein right of execution when described program is run
Profit requires the control method of the air-conditioning described in 1 to 6 any one.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810195084.7A CN108758994A (en) | 2018-03-09 | 2018-03-09 | Control method and device of air conditioner, storage medium and processor |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810195084.7A CN108758994A (en) | 2018-03-09 | 2018-03-09 | Control method and device of air conditioner, storage medium and processor |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN108758994A true CN108758994A (en) | 2018-11-06 |
Family
ID=63980242
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201810195084.7A Pending CN108758994A (en) | 2018-03-09 | 2018-03-09 | Control method and device of air conditioner, storage medium and processor |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN108758994A (en) |
Cited By (16)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110160225A (en) * | 2019-05-08 | 2019-08-23 | 青岛海尔空调器有限总公司 | The control method and device of the apparatus of air conditioning, the apparatus of air conditioning |
| CN110567115A (en) * | 2019-08-20 | 2019-12-13 | 珠海格力电器股份有限公司 | control method and device of air conditioner, storage medium and air conditioner |
| CN110726212A (en) * | 2019-10-29 | 2020-01-24 | 珠海格力电器股份有限公司 | Control method and device of air conditioner and air conditioner equipment |
| CN110848902A (en) * | 2019-11-13 | 2020-02-28 | 珠海格力电器股份有限公司 | Air conditioner control method based on binocular camera and air conditioner |
| CN111207497A (en) * | 2018-11-22 | 2020-05-29 | 青岛海尔空调器有限总公司 | Control method for air conditioner |
| CN111648985A (en) * | 2020-04-30 | 2020-09-11 | 广州富港万嘉智能科技有限公司 | Computer readable storage medium and air supply equipment |
| CN111829131A (en) * | 2020-07-31 | 2020-10-27 | 重庆电子工程职业学院 | Intelligent air conditioner control system |
| CN112015094A (en) * | 2020-08-11 | 2020-12-01 | 青岛海尔科技有限公司 | Method and device for temperature regulation and storage medium |
| WO2020253463A1 (en) * | 2019-06-17 | 2020-12-24 | 青岛海尔空调器有限总公司 | Air conditioner control method and device, and air conditioner |
| CN113310202A (en) * | 2020-02-26 | 2021-08-27 | 株式会社东芝 | Information processing apparatus |
| CN113310182A (en) * | 2021-04-15 | 2021-08-27 | 青岛海尔空调器有限总公司 | Control method of temperature adjusting equipment and electronic equipment |
| CN113375308A (en) * | 2021-06-15 | 2021-09-10 | 青岛海尔空调器有限总公司 | Control method and device for air conditioner and air conditioner |
| CN113534671A (en) * | 2020-04-22 | 2021-10-22 | 阿里巴巴集团控股有限公司 | Equipment control method, space management system and Internet of things related equipment |
| CN113587401A (en) * | 2021-06-29 | 2021-11-02 | 重庆海尔空调器有限公司 | Air conditioner control method and device based on motion data detection, air conditioner and storage medium |
| CN114183892A (en) * | 2021-12-08 | 2022-03-15 | 珠海格力电器股份有限公司 | Intelligent adjusting method, device and system for indoor environment and storage medium |
| CN117346271A (en) * | 2023-12-04 | 2024-01-05 | 常州永佳软件技术有限公司 | Indoor environment management and control system and method based on visual ai deep learning |
Citations (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2016001974A1 (en) * | 2014-06-30 | 2016-01-07 | 三菱電機株式会社 | Air conditioning system |
| CN105674495A (en) * | 2016-02-01 | 2016-06-15 | 青岛海尔空调器有限总公司 | Adjustment method and device for operating state of air conditioner |
| CN105805890A (en) * | 2016-03-30 | 2016-07-27 | 深圳微自然创新科技有限公司 | Intelligent control method for starting temperature of air-conditioner and related device |
| CN106196491A (en) * | 2016-07-29 | 2016-12-07 | 广东美的制冷设备有限公司 | Temperature control method based on cold and hot inductance value and device |
| CN106372172A (en) * | 2016-08-30 | 2017-02-01 | 乐视控股（北京）有限公司 | Information notification method and information notification device based on felt air temperature |
| CN106403203A (en) * | 2016-11-24 | 2017-02-15 | 广东美的制冷设备有限公司 | Control method and control device of air conditioner and air conditioner |
| CN106766011A (en) * | 2017-02-28 | 2017-05-31 | 美的集团武汉制冷设备有限公司 | Air-conditioner control method and air-conditioner |
| CN106839289A (en) * | 2017-01-13 | 2017-06-13 | 广东美的制冷设备有限公司 | Air-conditioner control method, controller, air-conditioner and air conditioner control system |
| CN206648248U (en) * | 2017-02-23 | 2017-11-17 | 大金工业株式会社 | Air-conditioning system |
| CN107631416A (en) * | 2017-09-30 | 2018-01-26 | 珠海格力电器股份有限公司 | Air conditioner control method and device |
| CN107678291A (en) * | 2017-10-31 | 2018-02-09 | 珠海格力电器股份有限公司 | control method and device for indoor environment |
-
2018
- 2018-03-09 CN CN201810195084.7A patent/CN108758994A/en active Pending
Patent Citations (11)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2016001974A1 (en) * | 2014-06-30 | 2016-01-07 | 三菱電機株式会社 | Air conditioning system |
| CN105674495A (en) * | 2016-02-01 | 2016-06-15 | 青岛海尔空调器有限总公司 | Adjustment method and device for operating state of air conditioner |
| CN105805890A (en) * | 2016-03-30 | 2016-07-27 | 深圳微自然创新科技有限公司 | Intelligent control method for starting temperature of air-conditioner and related device |
| CN106196491A (en) * | 2016-07-29 | 2016-12-07 | 广东美的制冷设备有限公司 | Temperature control method based on cold and hot inductance value and device |
| CN106372172A (en) * | 2016-08-30 | 2017-02-01 | 乐视控股（北京）有限公司 | Information notification method and information notification device based on felt air temperature |
| CN106403203A (en) * | 2016-11-24 | 2017-02-15 | 广东美的制冷设备有限公司 | Control method and control device of air conditioner and air conditioner |
| CN106839289A (en) * | 2017-01-13 | 2017-06-13 | 广东美的制冷设备有限公司 | Air-conditioner control method, controller, air-conditioner and air conditioner control system |
| CN206648248U (en) * | 2017-02-23 | 2017-11-17 | 大金工业株式会社 | Air-conditioning system |
| CN106766011A (en) * | 2017-02-28 | 2017-05-31 | 美的集团武汉制冷设备有限公司 | Air-conditioner control method and air-conditioner |
| CN107631416A (en) * | 2017-09-30 | 2018-01-26 | 珠海格力电器股份有限公司 | Air conditioner control method and device |
| CN107678291A (en) * | 2017-10-31 | 2018-02-09 | 珠海格力电器股份有限公司 | control method and device for indoor environment |
Non-Patent Citations (1)
| Title |
|---|
| 张代胜: "《汽车理论》", 31 December 2011, 合肥工业大学出版社 * |
Cited By (21)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111207497A (en) * | 2018-11-22 | 2020-05-29 | 青岛海尔空调器有限总公司 | Control method for air conditioner |
| CN110160225A (en) * | 2019-05-08 | 2019-08-23 | 青岛海尔空调器有限总公司 | The control method and device of the apparatus of air conditioning, the apparatus of air conditioning |
| WO2020253463A1 (en) * | 2019-06-17 | 2020-12-24 | 青岛海尔空调器有限总公司 | Air conditioner control method and device, and air conditioner |
| CN110567115A (en) * | 2019-08-20 | 2019-12-13 | 珠海格力电器股份有限公司 | control method and device of air conditioner, storage medium and air conditioner |
| CN110726212A (en) * | 2019-10-29 | 2020-01-24 | 珠海格力电器股份有限公司 | Control method and device of air conditioner and air conditioner equipment |
| CN110848902A (en) * | 2019-11-13 | 2020-02-28 | 珠海格力电器股份有限公司 | Air conditioner control method based on binocular camera and air conditioner |
| CN110848902B (en) * | 2019-11-13 | 2020-09-25 | 珠海格力电器股份有限公司 | Air conditioner control method based on binocular camera and air conditioner |
| CN113310202A (en) * | 2020-02-26 | 2021-08-27 | 株式会社东芝 | Information processing apparatus |
| CN113534671A (en) * | 2020-04-22 | 2021-10-22 | 阿里巴巴集团控股有限公司 | Equipment control method, space management system and Internet of things related equipment |
| CN111648985A (en) * | 2020-04-30 | 2020-09-11 | 广州富港万嘉智能科技有限公司 | Computer readable storage medium and air supply equipment |
| CN111829131A (en) * | 2020-07-31 | 2020-10-27 | 重庆电子工程职业学院 | Intelligent air conditioner control system |
| CN112015094A (en) * | 2020-08-11 | 2020-12-01 | 青岛海尔科技有限公司 | Method and device for temperature regulation and storage medium |
| CN113310182A (en) * | 2021-04-15 | 2021-08-27 | 青岛海尔空调器有限总公司 | Control method of temperature adjusting equipment and electronic equipment |
| CN113375308A (en) * | 2021-06-15 | 2021-09-10 | 青岛海尔空调器有限总公司 | Control method and device for air conditioner and air conditioner |
| CN113375308B (en) * | 2021-06-15 | 2023-01-13 | 青岛海尔空调器有限总公司 | Control method and device for air conditioner and air conditioner |
| CN113587401A (en) * | 2021-06-29 | 2021-11-02 | 重庆海尔空调器有限公司 | Air conditioner control method and device based on motion data detection, air conditioner and storage medium |
| WO2023273661A1 (en) * | 2021-06-29 | 2023-01-05 | 青岛海尔空调器有限总公司 | Motion data detection-based air conditioner control method and apparatus, air conditioner, and storage medium |
| CN113587401B (en) * | 2021-06-29 | 2023-02-17 | 重庆海尔空调器有限公司 | Air conditioner control method and device based on motion data detection, air conditioner and storage medium |
| CN114183892A (en) * | 2021-12-08 | 2022-03-15 | 珠海格力电器股份有限公司 | Intelligent adjusting method, device and system for indoor environment and storage medium |
| CN117346271A (en) * | 2023-12-04 | 2024-01-05 | 常州永佳软件技术有限公司 | Indoor environment management and control system and method based on visual ai deep learning |
| CN117346271B (en) * | 2023-12-04 | 2024-02-02 | 常州永佳软件技术有限公司 | Indoor environment management and control system and method based on visual ai deep learning |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN108758994A (en) | Control method and device of air conditioner, storage medium and processor | |
| CN111720963B (en) | Air conditioning method and device in sleep environment and electronic equipment | |
| US10364996B2 (en) | Group dynamic environment control | |
| CN213501729U (en) | Thermal management system for a motor vehicle passenger compartment | |
| CN106016583B (en) | Control method and control device of air conditioning system and air conditioning system | |
| US20160320081A1 (en) | Method and System for Personalization of Heating, Ventilation, and Air Conditioning Services | |
| CN107781205A (en) | Fan and air outlet control method, device and system thereof | |
| CN107490154A (en) | Air conditioner and its control method, device and computer-readable recording medium | |
| CN107044712A (en) | Control method and device of air conditioner | |
| CN108413588B (en) | Personalized air conditioner control system and method based on thermal imaging and BP neural network | |
| CN107084795A (en) | Human body heat source identification method and device and equipment with device | |
| CN107725453A (en) | Fan and control method and system thereof | |
| CN110726222B (en) | Air conditioner control method and device, storage medium and processor | |
| CN112032985A (en) | Air conditioner adjusting method and system, intelligent terminal and storage medium | |
| CN107421070A (en) | Air supply method and control device of air conditioner and air conditioner with air supply method and control device | |
| WO2023015875A1 (en) | Method and apparatus for controlling air conditioner, and air conditioner | |
| CN108195031A (en) | Air conditioner control method and device | |
| CN112923537A (en) | Air conditioner control method, air conditioner and computer readable storage medium | |
| CN115067384B (en) | Method, device, air conditioning apparatus and storage medium for ripening fruits and vegetables | |
| CN110286600B (en) | Scene setting method and device of intelligent household operating system | |
| CN108317674A (en) | Air conditioner control method, device and system, storage medium and processor | |
| CN110410962A (en) | The method and device of airconditioning control, air-conditioning | |
| CN109373499B (en) | Air conditioner control method and device | |
| CN108489004A (en) | Control method and device of air conditioner, storage medium and processor | |
| CN109210678A (en) | Air conditioner control method and device, storage medium and air conditioner |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20181106 |