CN104864558A - Air conditioner control method, device and terminal - Google Patents
Air conditioner control method, device and terminal Download PDFInfo
- Publication number
- CN104864558A CN104864558A CN201510218830.6A CN201510218830A CN104864558A CN 104864558 A CN104864558 A CN 104864558A CN 201510218830 A CN201510218830 A CN 201510218830A CN 104864558 A CN104864558 A CN 104864558A
- Authority
- CN
- China
- Prior art keywords
- air
- user
- conditioning
- parameter
- movable 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
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
- F24F11/30—Control or safety arrangements for purposes related to the operation of the system, e.g. for safety or monitoring
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F2120/00—Control inputs relating to users or occupants
- F24F2120/10—Occupancy
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F2120/00—Control inputs relating to users or occupants
- F24F2120/10—Occupancy
- F24F2120/14—Activity of occupants
Landscapes
- Engineering & Computer Science (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 an air conditioner control method which comprises that a user's motion information is acquired; air conditioner adjustment parameters corresponding to the motion information are determined; and operational parameters of an air conditioner are adjusted according to the air conditioner adjustment parameters. The invention also discloses an air conditioner control device and a terminal. The invention provides a manner of adjusting the air conditioner parameters based on the user's conditions in order to increase accuracy and comfort in adjustment of the operational parameters of the air conditioner.
Description
Technical field
The present invention relates to air-conditioning technical field, particularly relate to air conditioning control method, device and terminal.
Background technology
Along with the development of intellectual technology, increasing smart machine enters in daily life and work.For air-conditioner, in the use procedure of air-conditioner, current air-conditioner can have no user existence to adjust air force according to user near the distance or air-conditioner of air-conditioner, the angle of wind deflector, closedown or unlatching etc., make the combustion adjustment of air-conditioner become convenient and intelligent.
But be only confined to the distance of user from air-conditioning to adjust air-conditioning parameter to the adjustment of the operational factor of air-conditioner at present, the situation do not related to based on user self adjusts air-conditioner parameter, cause the operational factor Adjusting accuracy of air-conditioner and comfort level poor.
Foregoing, only for auxiliary understanding technical scheme of the present invention, does not represent and admits that foregoing is prior art.
Summary of the invention
Main purpose of the present invention is to provide a kind of air conditioning control method, device and terminal, be intended to solve and at present the distance of user from air-conditioning be only confined to adjust air-conditioning parameter to the adjustment of the operational factor of air-conditioner, the situation do not related to based on user self adjusts air-conditioner parameter, causes the operational factor Adjusting accuracy of air-conditioner and the problem of comfort level difference.
For achieving the above object, a kind of air conditioning control method that the embodiment of the present invention provides, comprising:
Obtain the movable information of user;
Determine the air-conditioning adjustment parameter that described movable information is corresponding;
According to the operational factor of air-conditioning described in described air-conditioning adjustment parameter adjustment.
Preferably, the step that the described air-conditioning determining that described movable information is corresponding adjusts parameter comprises:
Determine the kinematic parameter that described movable information is corresponding, described kinematic parameter comprises motion state, type of sports and exercise intensity;
Determine the air-conditioning adjustment parameter that described kinematic parameter is corresponding.
Preferably, the step that the described air-conditioning determining that described kinematic parameter is corresponding adjusts parameter comprises:
Determine the movement code that described kinematic parameter is corresponding;
Corresponding air-conditioning adjustment parameter is determined according to described movement code.
Preferably, the step of the movable information of described acquisition user comprises:
The heart rate value of described user in Preset Time is detected by wearable device;
The movable information of described user is obtained, to determine the kinematic parameter of described user according to described heart rate value.
Preferably, describedly determine that the step of the kinematic parameter that described movable information is corresponding comprises:
Identify the identity information of described user, and determine the generation time of described heart rate;
Determine corresponding kinematic parameter according to described identity information, described heart rate value and described generation time according to predetermined manner, described predetermined manner comprises preset rules, statistics probability, Mathematical Modeling.
In addition, for achieving the above object, the embodiment of the present invention also provides a kind of air conditioning control device, comprising:
Acquisition module, for obtaining the movable information of user;
Determination module, for determining the air-conditioning adjustment parameter that described movable information is corresponding;
Adjusting module, for the operational factor according to air-conditioning described in described air-conditioning adjustment parameter adjustment.
Preferably, described determination module, also for determining the kinematic parameter that described movable information is corresponding, described kinematic parameter comprises motion state, type of sports and exercise intensity; Also for determining the air-conditioning adjustment parameter that described kinematic parameter is corresponding.
Preferably, described determination module, also for determining the movement code that described kinematic parameter is corresponding; Also for determining corresponding air-conditioning adjustment parameter according to described movement code.
Preferably, described acquisition module comprises:
Detecting unit, for detecting the heart rate value of described user in Preset Time by wearable device;
Acquiring unit, for obtaining the movable information of described user according to described heart rate value, to determine the kinematic parameter of described user.
Preferably, described determination module comprises:
Recognition unit, for identifying the identity information of described user;
Determining unit, for determining the generation time of described heart rate; Also for determining corresponding kinematic parameter according to described identity information, described heart rate value and described generation time according to predetermined manner, described predetermined manner comprises preset rules, statistics probability, Mathematical Modeling.
In addition, for achieving the above object, the embodiment of the present invention also provides a kind of terminal, comprises processor, and described processor is for obtaining the movable information of user; Determine the air-conditioning adjustment parameter that described movable information is corresponding; According to the operational factor of air-conditioning described in described air-conditioning adjustment parameter adjustment.
The present invention, by obtaining the movable information of user, controls adjustment air conditioner operation parameters according to user movement information.Effectively avoid only being confined to the distance of user from air-conditioning to adjust air-conditioning parameter to the adjustment of the operational factor of air-conditioner at present, the situation do not related to based on user self adjusts air-conditioner parameter, causes the operational factor Adjusting accuracy of air-conditioner and the problem of comfort level difference.There is provided a kind of situation based on user self to adjust the mode of air-conditioner parameter, improve the degree of accuracy and the comfort level of the adjustment of air-conditioner operational factor.
Accompanying drawing explanation
Fig. 1 is the schematic flow sheet of the preferred embodiment of air conditioning control method of the present invention;
Fig. 2 is the schematic flow sheet that the present invention determines air-conditioning adjustment parameter one embodiment that described movable information is corresponding;
Fig. 3 is the schematic flow sheet that the present invention determines air-conditioning adjustment parameter one embodiment that described kinematic parameter is corresponding;
Fig. 4 is the schematic flow sheet of motion state air-conditioning of the present invention adjustment flow process one embodiment;
Fig. 5 is the Organization Chart of air-conditioner control system one embodiment of the present invention;
Fig. 6 is the high-level schematic functional block diagram of the preferred embodiment of terminal language setting device of the present invention;
Fig. 7 is the refinement high-level schematic functional block diagram of acquisition module one embodiment in Fig. 6.
The realization of the object of the invention, functional characteristics and advantage will in conjunction with the embodiments, are described further with reference to accompanying drawing.
Detailed description of the invention
Should be appreciated that specific embodiment described herein only in order to explain the present invention, be not intended to limit the present invention.
The primary solutions of the embodiment of the present invention is: the movable information obtaining user; Determine the air-conditioning adjustment parameter that described movable information is corresponding; According to the operational factor of air-conditioning described in described air-conditioning adjustment parameter adjustment.By obtaining the movable information of user, control adjustment air conditioner operation parameters according to user movement information.Effectively avoid only being confined to the distance of user from air-conditioning to adjust air-conditioning parameter to the adjustment of the operational factor of air-conditioner at present, the situation do not related to based on user self adjusts air-conditioner parameter, causes the operational factor Adjusting accuracy of air-conditioner and the problem of comfort level difference.There is provided a kind of situation based on user self to adjust the mode of air-conditioner parameter, improve the degree of accuracy and the comfort level of the adjustment of air-conditioner operational factor.
Only be confined to the distance of user from air-conditioning to adjust air-conditioning parameter to the adjustment of the operational factor of air-conditioner at present, the situation do not related to based on user self adjusts air-conditioner parameter, causes operational factor Adjusting accuracy and the comfort level difference problem of air-conditioner.
Based on the problems referred to above, the invention provides a kind of air conditioning control method.
With reference to the schematic flow sheet that Fig. 1, Fig. 1 are the preferred embodiment of air conditioning control method of the present invention.
In one embodiment, described air conditioning control method comprises:
Step S10, obtains the movable information of user;
In the present embodiment, described movable information comprises user and whether is in motion, the situation etc. of motion, such as, jogs, hurries up or warm body etc.Described movable information can be obtained by Wearable device.Described Wearable device includes but not limited to bracelet, Apple Watch, MIO Fuse etc.Described movable information comprises the operation information of at least one user.After getting user movement information by Wearable device, described movable information is obtained from described Wearable device by wired or wireless mode, such as, by 3G/4G network savvy, directly can return data, Wearable device can pass through bluetooth connect by motion information transmission to air-conditioning control equipment, also first movable information can be sent to connected terminal, such as mobile phone, pad etc., then be sent to air-conditioning control equipment by terminal.
After air-conditioning is opened, obtain the operation information of user.Air conditioning control method of the present invention is preferably applied to fitness center, namely has the public place that a large number of users moves.Also can also be family, workplace etc.
Step S20, determines the air-conditioning adjustment parameter that described movable information is corresponding;
In the present embodiment, when after the operation information getting user, determine the air-conditioning adjustment parameter that described movable information is corresponding.Described air-conditioning adjustment parameter can be the parameter needing adjustment relative to air-conditioning current operating parameter, or the air conditioner operation parameters that described movable information is directly corresponding.
Concrete, with reference to figure 2, the step that the described air-conditioning determining that described movable information is corresponding adjusts parameter comprises:
Step S21, determines the kinematic parameter that described movable information is corresponding, and described kinematic parameter comprises motion state, type of sports and exercise intensity;
Detected the heart rate value of described user in Preset Time by wearable device, obtain the movable information of described user according to described heart rate value, to determine the kinematic parameter of described user.Described Preset Time is 5 minutes, 10 minutes etc., arranges according to user's actual needs.Prestore in advance kinematic parameter corresponding to each user and air-conditioning adjusts the mapping relations of parameter, can embody in the form of a list.After determining the kinematic parameter of user, carry out the deterministic process of air-conditioning adjustment parameter.Concrete, identify the identity information of described user, and determine the generation time of described heart rate, determine corresponding kinematic parameter according to described identity information, described heart rate value and described generation time according to predetermined manner, described predetermined manner comprises preset rules, statistics probability or Mathematical Modeling.Such as, read in Preset Time or the heart rate value of the described user of specific quantity, and according to rule, the data model adding up probability or other arbitrary forms or algorithm, calculate the kinematic parameter of described user.The kinematic parameter of described user comprise do not move, description that warm body, stable, fatigue, recovery etc. can distinguish described user movement intensity or health.
Step S22, determines the air-conditioning adjustment parameter that described kinematic parameter is corresponding.
After the kinematic parameter determining described user, determine the air-conditioning adjustment parameter that described kinematic parameter is corresponding.Concrete, with reference to figure 3, the described air-conditioning adjustment parameter determining that described kinematic parameter is corresponding comprises:
Step S221, determines the movement code that described kinematic parameter is corresponding;
Step S222, determines corresponding air-conditioning adjustment parameter according to described movement code.
Read the movement code of described user, described movement code can be optional sign, represent the exercise intensity (slightly, moderate, strenuous exercise) of described user, type of sports (aerobic exercise, anaerobic exercise), present motion state (without motion, warm body, stable motion, fatigue, recovery).One of them embodiment, as shown in the table:
| Movement code | 0 | 1 | 2 | 3 | 4 |
| Motion state | Without motion | Warm body | Stable motion | Tired out | Recover |
In one embodiment, the recognizer of motion state comprises:
Input: the heart rate of nearest 30 seconds;
Output: motion state code (0: without motion, 1: warm body, 2: stable motion, 3: tired out, 4: recover);
BPMn: the recently average heart rate of n second;
BRm: the recently heart rate fluctuations amplitude (Beat Range) of m second;
IF(BPM30>60and BPM30<80)Output:0；
IF(BPM30>90and BR30>20)Output:1；
IF(BPM30>120and BR20<15)Output:2；
IF(BPM30>110and BR30<15)Output:3；
IF(BPM30<90and BR30>20)Output:4。
Step S30, according to the operational factor of air-conditioning described in described air-conditioning adjustment parameter adjustment.
In the present embodiment, read described user movement code, according to described user movement state, the air-conditioner temperature of the applicable described user of adjustment, humidity, wind intensity, wind-force angle obtain other running state of air conditioner being conducive to described user.The process of concrete adjustment is exemplified below:
1, when user is general daily life state, adjustment is not needed;
2, when user is when carrying out warm exercise, suitable increase temperature stimulates circulation, and increases comfort during warm body;
3, when user's stable motion, suitable reduction temperature, can make user comfortable, make the heart rate of its long term maintenance active strength, the efficiency of the fat that increases consumption;
4, when user needs to enhance metabolism, can temperature be increased, promote pore perspire;
5, when user is in frazzle, can air-conditioning air volume be increased, oxygen content in air is increased, sense tired out is reduced;
6, when user be in return to form time, air-conditioning will be adjusted to the initial temperature state before motion set by user gradually;
7, when user is in time returning to form, also can increase air humidity, make skin pore keep certain humidity at contraction process, avoid skin contraction to cause dry itching.
Actual adjustment temperature, wind-force, the amplitude of humidity determines when being concrete enforcement, for adjustable air conditioner operation parameters, in the temperature determining to export according to preset rules, air quantity, after humidity, namely corresponding airconditioning control instruction is exported, except the adjustment operation of air conditioner of formal style, also Mathematical Modeling or mathematical expression can be utilized, user movement state and optimal air conditioner operation parameters (temperature are described, wind-force, humidity) between relevance, make system when obtaining user movement state, can according to Mathematical Modeling, calculate the air conditioner operation parameters of this motion state applicable.During founding mathematical models, need to obtain the running status in user's past and the air conditioner operation parameters manually set at that time, understand individual user or user group, under different motion state, the air-conditioning setting liked.Motion state and air-conditioning are at that time set as the data of training, user habit model is set up for motion state and air-conditioning parameter.
Because the heartbeat between moving period and air-conditioning are set as continuous print time series numerical value, therefore when founding mathematical models, common embodiment comprises: use the consecutive variations models such as Hidden Markov Model or ConditionalRandom Fields, after having set up the Mathematical Modeling of motion state and air conditioner operation parameters, the air conditioner surroundings of the most applicable user movement custom can be adjusted to according to the motion state of user, export corresponding airconditioning control instruction, control air-conditioning adjust operation parameter.
Operation of air conditioner adjustment algorithm embodiment is as follows:
Input: movement code S.(0: without motion, 1: warm body, 2: stable motion, 3: tired out, 4: recover);
Output: air conditioner operation parameters P.(T: temperature, W: air quantity, H: humidity);
The initial operating state of air-conditioning before motion is P0=[T0, W0, H0], wherein T representation temperature, and unit is Celsius, and W represents wind intensity, and 0 ~ 100, H represents humidity, is 0 ~ 100%;
IF(S＝0)Output:[T0,W0,H0]
IF(S＝1)Output:[T1＝T0+3,W1＝W0,H1＝H0]
IF(S＝2)Output:[T2＝T1-4,W2＝W0,H2＝H0]
IF(S＝3)Output:[T3＝T2,W3＝W2+20,H3＝H2]
IF(S＝4)Output:[T4＝T0,W4＝W0,H4＝H0+20]。
Concrete, with reference to figure 4, described motion state air-conditioning adjustment flow process is:
The heart rate of a, a period of time or quantity;
B, pass through HR=[UIDn ' HRn ' TSn] carry out motion state judgement;
C, running status comprise daily, warm body, stable, tired, recovery, generate operation of air conditioner adjustment (temperature, humidity, wind-force) according to combustion adjustment algorithm;
D, air-conditioning instruction produce, and airconditioning control instruction is sent to air-conditioner controller, to have controlled air conditioner operation parameters adjustment.
With reference to figure 5, the embodiment of the present invention provides a kind of air-conditioner control system:
This air-conditioner control system is motion state adjusting module, and its input data are heart rate, and exporting data is airconditioning control instruction;
The generation source of heart rate is Wearable device or any device measuring user's heartbeat, user's heart rate data that Wearable device measures by HR values through the communication module of arbitrary form or equipment, can be sent to the data transmit-receive communication module in motion state air-conditioning adjusting module by this device.
Motion state air-conditioning adjusting module main task is: analyze user's heart rate, infers whether user moves, and produces the airconditioning control instruction of various motion state.Motion state air-conditioning adjusting module comprises data transmit-receive communication module, data storage module, motion state recognition module, operation of air conditioner adjusting module, air-conditioning command generation module.
Data transmit-receive communication module, major function for: receive the heart rate data that produces of Wearable, with the instruction of transmission airconditioning control.Concrete transmission standard and communications protocol are according to different time System Implementation (Implementation).Data memory module (Digital Storage Module), be a module can depositing numerical data (Digital Data), deposit user's identity code (identifier), heart rate (heart rate), be enough to pick out the information of motion state with heart rate generation time (Timestamp) etc.
Motion state recognition module, major function is: read a period of time, or specific user's heartbeat of specific quantity, and according to rule (Rule-based), the Mathematical Modeling of adding up probability or other arbitrary forms or algorithm, releases user's motion state.User's motion state can be, and does not move, and warm body, stable, fatigue, recovery etc. can the descriptions of identification user exercise intensity or condition.
Operation of air conditioner adjusting module, major function is: read user movement code, according to user movement state, parameter required when exporting the operation of air conditioner such as air-conditioner temperature, humidity or the wind intensity being applicable to user.
Air-conditioning instruction produces module, by the parameter given according to operation of air conditioner adjustment module, exports airconditioning control instruction.After the instruction of generation airconditioning control, airconditioning control instruction through data transmit-receive module, will be sent to the air-conditioning command reception module of air-conditioning equipment by system, change the operational factor of air-conditioning.
The present embodiment, by obtaining the movable information of user, controls adjustment air conditioner operation parameters according to user movement information.Effectively avoid only being confined to the distance of user from air-conditioning to adjust air-conditioning parameter to the adjustment of the operational factor of air-conditioner at present, the situation do not related to based on user self adjusts air-conditioner parameter, causes the operational factor Adjusting accuracy of air-conditioner and the problem of comfort level difference.There is provided a kind of situation based on user self to adjust the mode of air-conditioner parameter, improve the degree of accuracy and the comfort level of the adjustment of air-conditioner operational factor.
The executive agent of the air conditioning control method of above-described embodiment can be all terminal.Further, this air conditioning control method can be realized by the client air-conditioning control program be arranged in terminal, and wherein, this terminal can comprise air-conditioner, mobile phone, pad, notebook computer etc.
Accordingly, based on above-mentioned terminal language method to set up, the present invention further provides a kind of terminal language setting device.
With reference to the high-level schematic functional block diagram that Fig. 6, Fig. 6 are the preferred embodiment of terminal language setting device of the present invention.
In one embodiment, described terminal language setting device comprises: acquisition module 10, determination module 20 and adjusting module 30.
Described acquisition module 10, for obtaining the movable information of user;
In the present embodiment, described movable information comprises user and whether is in motion, the situation etc. of motion, such as, jogs, hurries up or warm body etc.Described movable information can be obtained by Wearable device.Described Wearable device includes but not limited to bracelet, Apple Watch, MIO Fuse etc.Described movable information comprises the operation information of at least one user.After getting user movement information by Wearable device, described movable information is obtained from described Wearable device by wired or wireless mode, such as, by 3G/4G network savvy, directly can return data, Wearable device can pass through bluetooth connect by motion information transmission to air-conditioning control equipment, also first movable information can be sent to connected terminal, such as mobile phone, pad etc., then be sent to air-conditioning control equipment by terminal.
After air-conditioning is opened, obtain the operation information of user.Air conditioning control method of the present invention is preferably applied to fitness center, namely has the public place that a large number of users moves.Also can also be family, workplace etc.
Described determination module 20, for determining the air-conditioning adjustment parameter that described movable information is corresponding;
In the present embodiment, when after the operation information getting user, determine the air-conditioning adjustment parameter that described movable information is corresponding.Described air-conditioning adjustment parameter can be the parameter needing adjustment relative to air-conditioning current operating parameter, or the air conditioner operation parameters that described movable information is directly corresponding.
Described determination module 20, also for determining the kinematic parameter that described movable information is corresponding, described kinematic parameter comprises motion state, type of sports and exercise intensity;
With reference to figure 7, described acquisition module 10 comprises detecting unit 11 and acquiring unit 12,
Described detecting unit 11, for being detected the heart rate value of described user in Preset Time by wearable device, described acquiring unit 12, for obtaining the movable information of described user according to described heart rate value, to determine the kinematic parameter of described user.Described Preset Time is 5 minutes, 10 minutes etc., arranges according to user's actual needs.Prestore in advance kinematic parameter corresponding to each user and air-conditioning adjusts the mapping relations of parameter, can embody in the form of a list.After determining the kinematic parameter of user, carry out the deterministic process of air-conditioning adjustment parameter.Concrete, identify the identity information of described user, and determine the generation time of described heart rate, determine corresponding kinematic parameter according to described identity information, described heart rate value and described generation time according to predetermined manner, described predetermined manner comprises preset rules, statistics probability or Mathematical Modeling.Such as, read in Preset Time or the heart rate value of the described user of specific quantity, and according to rule, the data model adding up probability or other arbitrary forms or algorithm, calculate the kinematic parameter of described user.The kinematic parameter of described user comprise do not move, description that warm body, stable, fatigue, recovery etc. can distinguish described user movement intensity or health.
Described determination module 20, also for determining the air-conditioning adjustment parameter that described kinematic parameter is corresponding.
After the kinematic parameter determining described user, determine the air-conditioning adjustment parameter that described kinematic parameter is corresponding.Concrete, described determination module 20, also for determining the movement code that described kinematic parameter is corresponding; Also for determining corresponding air-conditioning adjustment parameter according to described movement code.
Read the movement code of described user, described movement code can be optional sign, represent the exercise intensity (slightly, moderate, strenuous exercise) of described user, type of sports (aerobic exercise, anaerobic exercise), present motion state (without motion, warm body, stable motion, fatigue, recovery).One of them embodiment, as shown in the table:
| Movement code | 0 | 1 | 2 | 3 | 4 |
| Motion state | Without motion | Warm body | Stable motion | Tired out | Recover |
In one embodiment, the recognizer of motion state comprises:
Input: the heart rate of nearest 30 seconds;
Output: motion state code (0: without motion, 1: warm body, 2: stable motion, 3: tired out, 4: recover);
BPMn: the recently average heart rate of n second;
BRm: the recently heart rate fluctuations amplitude (Beat Range) of m second;
IF(BPM30>60and BPM30<80)Output:0；
IF(BPM30>90and BR30>20)Output:1；
IF(BPM30>120and BR20<15)Output:2；
IF(BPM30>110and BR30<15)Output:3；
IF(BPM30<90and BR30>20)Output:4。
Described adjusting module 30, for the operational factor according to air-conditioning described in described air-conditioning adjustment parameter adjustment.
In the present embodiment, read described user movement code, according to described user movement state, the air-conditioner temperature of the applicable described user of adjustment, humidity, wind intensity, wind-force angle obtain other running state of air conditioner being conducive to described user.The process of concrete adjustment is exemplified below:
1, when user is general daily life state, adjustment is not needed;
2, when user is when carrying out warm exercise, suitable increase temperature stimulates circulation, and increases comfort during warm body;
3, when user's stable motion, suitable reduction temperature, can make user comfortable, make the heart rate of its long term maintenance active strength, the efficiency of the fat that increases consumption;
4, when user needs to enhance metabolism, can temperature be increased, promote pore perspire;
5, when user is in frazzle, can air-conditioning air volume be increased, oxygen content in air is increased, sense tired out is reduced;
6, when user be in return to form time, air-conditioning will be adjusted to the initial temperature state before motion set by user gradually;
7, when user is in time returning to form, also can increase air humidity, make skin pore keep certain humidity at contraction process, avoid skin contraction to cause dry itching.
Actual adjustment temperature, wind-force, the amplitude of humidity determines when being concrete enforcement, for adjustable air conditioner operation parameters, in the temperature determining to export according to preset rules, air quantity, after humidity, namely corresponding airconditioning control instruction is exported, except the adjustment operation of air conditioner of formal style, also Mathematical Modeling or mathematical expression can be utilized, user movement state and optimal air conditioner operation parameters (temperature are described, wind-force, humidity) between relevance, make system when obtaining user movement state, can according to Mathematical Modeling, calculate the air conditioner operation parameters of this motion state applicable.During founding mathematical models, need to obtain the running status in user's past and the air conditioner operation parameters manually set at that time, understand individual user or user group, under different motion state, the air-conditioning setting liked.Motion state and air-conditioning are at that time set as the data of training, user habit model is set up for motion state and air-conditioning parameter.
Because the heartbeat between moving period and air-conditioning are set as continuous print time series numerical value, therefore when founding mathematical models, common embodiment comprises: use the consecutive variations models such as Hidden Markov Model or ConditionalRandom Fields, after having set up the Mathematical Modeling of motion state and air conditioner operation parameters, the air conditioner surroundings of the most applicable user movement custom can be adjusted to according to the motion state of user, export corresponding airconditioning control instruction, control air-conditioning adjust operation parameter.
Operation of air conditioner adjustment algorithm embodiment is as follows:
Input: movement code S.(0: without motion, 1: warm body, 2: stable motion, 3: tired out, 4: recover);
Output: air conditioner operation parameters P.(T: temperature, W: air quantity, H: humidity);
The initial operating state of air-conditioning before motion is P0=[T0, W0, H0], wherein T representation temperature, and unit is Celsius, and W represents wind intensity, and 0 ~ 100, H represents humidity, is 0 ~ 100%;
IF(S＝0)Output:[T0,W0,H0]
IF(S＝1)Output:[T1＝T0+3,W1＝W0,H1＝H0]
IF(S＝2)Output:[T2＝T1-4,W2＝W0,H2＝H0]
IF(S＝3)Output:[T3＝T2,W3＝W2+20,H3＝H2]
IF(S＝4)Output:[T4＝T0,W4＝W0,H4＝H0+20]。
Concrete, with reference to figure 4, described motion state air-conditioning adjustment flow process is:
The heart rate of a, a period of time or quantity;
B, pass through HR=[UIDn ' HRn ' TSn] carry out motion state judgement;
C, running status comprise daily, warm body, stable, tired, recovery, generate operation of air conditioner adjustment (temperature, humidity, wind-force) according to combustion adjustment algorithm;
D, air-conditioning instruction produce, and airconditioning control instruction is sent to air-conditioner controller, to have controlled air conditioner operation parameters adjustment.
With reference to figure 5, the embodiment of the present invention provides a kind of air-conditioner control system:
This air-conditioner control system is motion state adjusting module, and its input data are heart rate, and exporting data is airconditioning control instruction;
The generation source of heart rate is Wearable device or any device measuring user's heartbeat, user's heart rate data that Wearable device measures by HR values through the communication module of arbitrary form or equipment, can be sent to the data transmit-receive communication module in motion state air-conditioning adjusting module by this device.
Motion state air-conditioning adjusting module main task is: analyze user's heart rate, infers whether user moves, and produces the airconditioning control instruction of various motion state.Motion state air-conditioning adjusting module comprises data transmit-receive communication module, data storage module, motion state recognition module, operation of air conditioner adjusting module, air-conditioning command generation module.
Data transmit-receive communication module, major function for: receive the heart rate data that produces of Wearable, with the instruction of transmission airconditioning control.Concrete transmission standard and communications protocol are according to different time System Implementation (Implementation).Data memory module (Digital Storage Module), be a module can depositing numerical data (Digital Data), deposit user's identity code (identifier), heart rate (heart rate), be enough to pick out the information of motion state with heart rate generation time (Timestamp) etc.
Motion state recognition module, major function is: read a period of time, or specific user's heartbeat of specific quantity, and according to rule (Rule-based), the Mathematical Modeling of adding up probability or other arbitrary forms or algorithm, releases user's motion state.User's motion state can be, and does not move, and warm body, stable, fatigue, recovery etc. can the descriptions of identification user exercise intensity or condition.
Operation of air conditioner adjusting module, major function is: read user movement code, according to user movement state, parameter required when exporting the operation of air conditioner such as air-conditioner temperature, humidity or the wind intensity being applicable to user.
Air-conditioning instruction produces module, by the parameter given according to operation of air conditioner adjustment module, exports airconditioning control instruction.After the instruction of generation airconditioning control, airconditioning control instruction through data transmit-receive module, will be sent to the air-conditioning command reception module of air-conditioning equipment by system, change the operational factor of air-conditioning.
The present embodiment, by obtaining the movable information of user, controls adjustment air conditioner operation parameters according to user movement information.Effectively avoid only being confined to the distance of user from air-conditioning to adjust air-conditioning parameter to the adjustment of the operational factor of air-conditioner at present, the situation do not related to based on user self adjusts air-conditioner parameter, causes the operational factor Adjusting accuracy of air-conditioner and the problem of comfort level difference.There is provided a kind of situation based on user self to adjust the mode of air-conditioner parameter, improve the degree of accuracy and the comfort level of the adjustment of air-conditioner operational factor.
The present invention also proposes a kind of terminal, and described terminal comprises processor, and described processor is for obtaining the movable information of user; Determine the air-conditioning adjustment parameter that described movable information is corresponding; According to the operational factor of air-conditioning described in described air-conditioning adjustment parameter adjustment.
The terminal of the present embodiment, by obtaining the movable information of user, controls adjustment air conditioner operation parameters according to user movement information.Effectively avoid only being confined to the distance of user from air-conditioning to adjust air-conditioning parameter to the adjustment of the operational factor of air-conditioner at present, the situation do not related to based on user self adjusts air-conditioner parameter, causes the operational factor Adjusting accuracy of air-conditioner and the problem of comfort level difference.There is provided a kind of situation based on user self to adjust the mode of air-conditioner parameter, improve the degree of accuracy and the comfort level of the adjustment of air-conditioner operational factor.
The present invention also provides a kind of memory further, described memory is for storing described air-conditioning control program, described memory is connected with the processor of described terminal, and the processor of described terminal calls the described air-conditioning control program execution following steps of described memory storage:
Obtain the movable information of user;
Determine the air-conditioning adjustment parameter that described movable information is corresponding;
According to the operational factor of air-conditioning described in described air-conditioning adjustment parameter adjustment.
Further, in one embodiment, processor calls the described air-conditioning control program stored in memory and can perform following operation:
Determine the kinematic parameter that described movable information is corresponding, described kinematic parameter comprises motion state, type of sports and exercise intensity;
Determine the air-conditioning adjustment parameter that described kinematic parameter is corresponding.
Further, in one embodiment, processor calls the described air-conditioning control program stored in memory and can perform following operation:
Determine the movement code that described kinematic parameter is corresponding;
Corresponding air-conditioning adjustment parameter is determined according to described movement code.
Further, in one embodiment, processor calls the described air-conditioning control program stored in memory and can perform following operation:
The heart rate value of described user in Preset Time is detected by wearable device;
The movable information of described user is obtained, to determine the kinematic parameter of described user according to described heart rate value.
Further, in one embodiment, processor calls the described air-conditioning control program stored in memory and can perform following operation:
Identify the identity information of described user, and determine the generation time of described heart rate;
Determine corresponding kinematic parameter according to described identity information, described heart rate value and described generation time according to predetermined manner, described predetermined manner comprises preset rules, statistics probability, Mathematical Modeling.
Above embodiment, by obtaining the movable information of user, controls adjustment air conditioner operation parameters according to user movement information.Effectively avoid only being confined to the distance of user from air-conditioning to adjust air-conditioning parameter to the adjustment of the operational factor of air-conditioner at present, the situation do not related to based on user self adjusts air-conditioner parameter, causes the operational factor Adjusting accuracy of air-conditioner and the problem of comfort level difference.There is provided a kind of situation based on user self to adjust the mode of air-conditioner parameter, improve the degree of accuracy and the comfort level of the adjustment of air-conditioner operational factor.
Through the above description of the embodiments, those skilled in the art can be well understood to the mode that above-described embodiment method can add required general hardware platform by software and realize, hardware can certainly be passed through, but in a lot of situation, the former is better embodiment.Based on such understanding, technical scheme of the present invention can embody with the form of software product the part that prior art contributes in essence in other words, this computer software product is stored in a storage medium (as ROM/RAM, magnetic disc, CD), comprising some instructions in order to make a station terminal equipment (can be mobile phone, computer, server, terminal, or the network equipment etc.) perform method described in each embodiment of the present invention.
These are only the preferred embodiments of the present invention; not thereby the scope of the claims of the present invention is limited; every utilize description of the present invention and accompanying drawing content to do equivalent structure or equivalent flow process conversion; or be directly or indirectly used in other relevant technical fields, be all in like manner included in scope of patent protection of the present invention.
Claims (11)
1. an air conditioning control method, is characterized in that, comprising:
Obtain the movable information of user;
Determine the air-conditioning adjustment parameter that described movable information is corresponding;
According to the operational factor of air-conditioning described in described air-conditioning adjustment parameter adjustment.
2. air conditioning control method as claimed in claim 1, is characterized in that, the step that the described air-conditioning determining that described movable information is corresponding adjusts parameter comprises:
Determine the kinematic parameter that described movable information is corresponding, described kinematic parameter comprises motion state, type of sports and exercise intensity;
Determine the air-conditioning adjustment parameter that described kinematic parameter is corresponding.
3. air conditioning control method as claimed in claim 2, is characterized in that, the step that the described air-conditioning determining that described kinematic parameter is corresponding adjusts parameter comprises:
Determine the movement code that described kinematic parameter is corresponding;
Corresponding air-conditioning adjustment parameter is determined according to described movement code.
4. the air conditioning control method as described in any one of claims 1 to 3, is characterized in that, the step of the movable information of described acquisition user comprises:
The heart rate value of described user in Preset Time is detected by wearable device;
The movable information of described user is obtained, to determine the kinematic parameter of described user according to described heart rate value.
5. air conditioning control method as claimed in claim 4, is characterized in that, describedly determines that the step of the kinematic parameter that described movable information is corresponding comprises:
Identify the identity information of described user, and determine the generation time of described heart rate;
Determine corresponding kinematic parameter according to described identity information, described heart rate value and described generation time according to predetermined manner, described predetermined manner comprises preset rules, statistics probability, Mathematical Modeling.
6. an air conditioning control device, is characterized in that, comprising:
Acquisition module, for obtaining the movable information of user;
Determination module, for determining the air-conditioning adjustment parameter that described movable information is corresponding;
Adjusting module, for the operational factor according to air-conditioning described in described air-conditioning adjustment parameter adjustment.
7. air conditioning control device as claimed in claim 6, it is characterized in that, described determination module, also for determining the kinematic parameter that described movable information is corresponding, described kinematic parameter comprises motion state, type of sports and exercise intensity; Also for determining the air-conditioning adjustment parameter that described kinematic parameter is corresponding.
8. air conditioning control device as claimed in claim 7, is characterized in that, described determination module, also for determining the movement code that described kinematic parameter is corresponding; Also for determining corresponding air-conditioning adjustment parameter according to described movement code.
9. the air conditioning control device as described in any one of claim 6 to 8, is characterized in that, described acquisition module comprises:
Detecting unit, for detecting the heart rate value of described user in Preset Time by wearable device;
Acquiring unit, for obtaining the movable information of described user according to described heart rate value, to determine the kinematic parameter of described user.
10. air conditioning control device as claimed in claim 9, it is characterized in that, described determination module comprises:
Recognition unit, for identifying the identity information of described user;
Determining unit, for determining the generation time of described heart rate; Also for determining corresponding kinematic parameter according to described identity information, described heart rate value and described generation time according to predetermined manner, described predetermined manner comprises preset rules, statistics probability, Mathematical Modeling.
11. 1 kinds of terminals, is characterized in that, comprise processor, and described processor is for obtaining the movable information of user; Determine the air-conditioning adjustment parameter that described movable information is corresponding; According to the operational factor of air-conditioning described in described air-conditioning adjustment parameter adjustment.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201510218830.6A CN104864558A (en) | 2015-04-30 | 2015-04-30 | Air conditioner control method, device and terminal |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201510218830.6A CN104864558A (en) | 2015-04-30 | 2015-04-30 | Air conditioner control method, device and terminal |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN104864558A true CN104864558A (en) | 2015-08-26 |
Family
ID=53910572
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201510218830.6A Pending CN104864558A (en) | 2015-04-30 | 2015-04-30 | Air conditioner control method, device and terminal |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN104864558A (en) |
Cited By (21)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105222274A (en) * | 2015-09-22 | 2016-01-06 | 天津大学 | According to the method for operation of air conditioner in human physiological reaction control room |
| CN105444365A (en) * | 2015-12-31 | 2016-03-30 | 美的集团股份有限公司 | Control method and device of air conditioner, and air conditioner |
| CN105700368A (en) * | 2016-01-29 | 2016-06-22 | 宇龙计算机通信科技(深圳)有限公司 | Intelligent home control method and device |
| CN105867177A (en) * | 2016-03-24 | 2016-08-17 | 天脉聚源(北京)传媒科技有限公司 | Operation method and device for intelligent equipment |
| CN105972750A (en) * | 2015-10-30 | 2016-09-28 | 广东美的制冷设备有限公司 | Air conditioner control method and system based on medical information |
| CN106440239A (en) * | 2016-10-31 | 2017-02-22 | 广东美的制冷设备有限公司 | Food preference recommendation method and system based on air conditioner |
| CN106440244A (en) * | 2016-10-31 | 2017-02-22 | 广东美的制冷设备有限公司 | Air conditioner based itinerary recommendation method and system |
| CN107463124A (en) * | 2017-07-07 | 2017-12-12 | 广东美的制冷设备有限公司 | Intelligent air equipment and its control method, device, server, storage medium |
| CN107883535A (en) * | 2017-10-24 | 2018-04-06 | 珠海格力电器股份有限公司 | Air conditioner control method and device |
| CN109084441A (en) * | 2018-07-26 | 2018-12-25 | 青岛海尔（胶州）空调器有限公司 | A kind of air conditioning control method and device, air-conditioning |
| CN109683644A (en) * | 2017-10-19 | 2019-04-26 | 聂怀军 | A kind of closed basket-shooting machine and basket-shooting machine system |
| CN110406347A (en) * | 2018-04-26 | 2019-11-05 | 上海博泰悦臻网络技术服务有限公司 | A kind of control method and system of on-board air conditioner |
| CN110779167A (en) * | 2019-11-14 | 2020-02-11 | 宁波奥克斯电气股份有限公司 | Method for controlling air conditioner based on motion state, detection control device, air conditioner, controller and storage medium |
| CN111355992A (en) * | 2020-03-11 | 2020-06-30 | 珠海格力电器股份有限公司 | Control method and device of air-conditioning television, air-conditioning television and storage medium |
| CN111637610A (en) * | 2020-06-24 | 2020-09-08 | 山东建筑大学 | Indoor environment health degree adjusting method and system based on machine vision |
| CN112161388A (en) * | 2020-09-04 | 2021-01-01 | 珠海格力电器股份有限公司 | Control method and device of air conditioner |
| CN112484229A (en) * | 2020-11-30 | 2021-03-12 | 珠海格力电器股份有限公司 | Air conditioner control method and device, electronic equipment and readable storage medium |
| CN112944639A (en) * | 2021-03-05 | 2021-06-11 | 珠海格力电器股份有限公司 | Air conditioner control method and device, medium and equipment for fitness |
| CN113566396A (en) * | 2021-09-24 | 2021-10-29 | 南通嘉蒂体育用品有限公司 | Gymnasium temperature control and adjustment method based on data identification |
| CN113587413A (en) * | 2021-06-29 | 2021-11-02 | 重庆海尔空调器有限公司 | Control method and device for air conditioner and air conditioner |
| CN113639438A (en) * | 2021-08-09 | 2021-11-12 | 青岛海尔空调器有限总公司 | Method and device for controlling air conditioner and air conditioner |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20030096572A1 (en) * | 2001-11-19 | 2003-05-22 | Koninklijke Philips Electronics N.V. | Space-conditioning control employing image-based detection of occupancy and use |
| CN102162664A (en) * | 2010-02-24 | 2011-08-24 | 株式会社东芝 | Air conditioning control system and air conditioning control method |
| CN104197470A (en) * | 2014-09-01 | 2014-12-10 | 上海摩软通讯技术有限公司 | Wearing device, and system and operation method for controlling intelligent household electrical appliances by means of wearing device |
| CN104566829A (en) * | 2015-01-16 | 2015-04-29 | 广东美的制冷设备有限公司 | Air conditioner control method and system |
-
2015
- 2015-04-30 CN CN201510218830.6A patent/CN104864558A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20030096572A1 (en) * | 2001-11-19 | 2003-05-22 | Koninklijke Philips Electronics N.V. | Space-conditioning control employing image-based detection of occupancy and use |
| CN102162664A (en) * | 2010-02-24 | 2011-08-24 | 株式会社东芝 | Air conditioning control system and air conditioning control method |
| CN104197470A (en) * | 2014-09-01 | 2014-12-10 | 上海摩软通讯技术有限公司 | Wearing device, and system and operation method for controlling intelligent household electrical appliances by means of wearing device |
| CN104566829A (en) * | 2015-01-16 | 2015-04-29 | 广东美的制冷设备有限公司 | Air conditioner control method and system |
Cited By (27)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN105222274A (en) * | 2015-09-22 | 2016-01-06 | 天津大学 | According to the method for operation of air conditioner in human physiological reaction control room |
| CN105222274B (en) * | 2015-09-22 | 2017-09-19 | 天津大学 | According to the method for operation of air conditioner in human physiological reaction control room |
| CN105972750A (en) * | 2015-10-30 | 2016-09-28 | 广东美的制冷设备有限公司 | Air conditioner control method and system based on medical information |
| CN105444365A (en) * | 2015-12-31 | 2016-03-30 | 美的集团股份有限公司 | Control method and device of air conditioner, and air conditioner |
| CN105444365B (en) * | 2015-12-31 | 2018-03-27 | 美的集团股份有限公司 | Control method, device and the air conditioner of air conditioner |
| CN105700368A (en) * | 2016-01-29 | 2016-06-22 | 宇龙计算机通信科技(深圳)有限公司 | Intelligent home control method and device |
| CN105867177A (en) * | 2016-03-24 | 2016-08-17 | 天脉聚源(北京)传媒科技有限公司 | Operation method and device for intelligent equipment |
| CN106440239A (en) * | 2016-10-31 | 2017-02-22 | 广东美的制冷设备有限公司 | Food preference recommendation method and system based on air conditioner |
| CN106440244A (en) * | 2016-10-31 | 2017-02-22 | 广东美的制冷设备有限公司 | Air conditioner based itinerary recommendation method and system |
| CN107463124A (en) * | 2017-07-07 | 2017-12-12 | 广东美的制冷设备有限公司 | Intelligent air equipment and its control method, device, server, storage medium |
| CN109683644A (en) * | 2017-10-19 | 2019-04-26 | 聂怀军 | A kind of closed basket-shooting machine and basket-shooting machine system |
| CN107883535A (en) * | 2017-10-24 | 2018-04-06 | 珠海格力电器股份有限公司 | Air conditioner control method and device |
| CN110406347A (en) * | 2018-04-26 | 2019-11-05 | 上海博泰悦臻网络技术服务有限公司 | A kind of control method and system of on-board air conditioner |
| CN109084441A (en) * | 2018-07-26 | 2018-12-25 | 青岛海尔（胶州）空调器有限公司 | A kind of air conditioning control method and device, air-conditioning |
| CN110779167A (en) * | 2019-11-14 | 2020-02-11 | 宁波奥克斯电气股份有限公司 | Method for controlling air conditioner based on motion state, detection control device, air conditioner, controller and storage medium |
| CN111355992A (en) * | 2020-03-11 | 2020-06-30 | 珠海格力电器股份有限公司 | Control method and device of air-conditioning television, air-conditioning television and storage medium |
| CN111637610B (en) * | 2020-06-24 | 2022-04-01 | 山东建筑大学 | Indoor environment health degree adjusting method and system based on machine vision |
| CN111637610A (en) * | 2020-06-24 | 2020-09-08 | 山东建筑大学 | Indoor environment health degree adjusting method and system based on machine vision |
| CN112161388A (en) * | 2020-09-04 | 2021-01-01 | 珠海格力电器股份有限公司 | Control method and device of air conditioner |
| CN112484229A (en) * | 2020-11-30 | 2021-03-12 | 珠海格力电器股份有限公司 | Air conditioner control method and device, electronic equipment and readable storage medium |
| CN112944639A (en) * | 2021-03-05 | 2021-06-11 | 珠海格力电器股份有限公司 | Air conditioner control method and device, medium and equipment for fitness |
| CN113587413A (en) * | 2021-06-29 | 2021-11-02 | 重庆海尔空调器有限公司 | Control method and device for air conditioner and air conditioner |
| WO2023273654A1 (en) * | 2021-06-29 | 2023-01-05 | 青岛海尔空调器有限总公司 | Control method and device for air conditioner, and air conditioner |
| CN113587413B (en) * | 2021-06-29 | 2023-01-13 | 重庆海尔空调器有限公司 | Control method and device for air conditioner and air conditioner |
| CN113639438A (en) * | 2021-08-09 | 2021-11-12 | 青岛海尔空调器有限总公司 | Method and device for controlling air conditioner and air conditioner |
| CN113566396B (en) * | 2021-09-24 | 2021-12-10 | 南通嘉蒂体育用品有限公司 | Gymnasium temperature control and adjustment method based on data identification |
| CN113566396A (en) * | 2021-09-24 | 2021-10-29 | 南通嘉蒂体育用品有限公司 | Gymnasium temperature control and adjustment method based on data identification |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN104864558A (en) | Air conditioner control method, device and terminal | |
| CN107943583B (en) | Application processing method and device, storage medium and electronic equipment | |
| CN109044272A (en) | Sleep state monitoring and sleep environment parameter regulation method, system and terminal device | |
| CN113587413B (en) | Control method and device for air conditioner and air conditioner | |
| CN104820905A (en) | Space trajectory big data analysis-based person management and control method and system | |
| CN102218212A (en) | Virtual private sport coach device and service system | |
| CN106537939A (en) | Method of optimizing parameters in a hearing aid system and a hearing aid system | |
| CN103970873A (en) | Music recommending method and system | |
| WO2023273661A1 (en) | Motion data detection-based air conditioner control method and apparatus, air conditioner, and storage medium | |
| CN107280693A (en) | Psychoanalysis System and method based on VR interactive electronic sand tables | |
| CN110135497A (en) | Method, the method and device of Facial action unit intensity estimation of model training | |
| CN113587400B (en) | Air conditioner control method and device for setting temperature adjustment and air conditioner | |
| CN112004172A (en) | Earphone control method, earphone and computer readable storage medium | |
| CN106779601A (en) | Wearable device task scheduling method of adjustment and equipment | |
| CN108063701B (en) | Method and device for controlling intelligent equipment | |
| CN118211268A (en) | Heterogeneous federal learning privacy protection method and system based on diffusion model | |
| CN107728772B (en) | Application processing method and device, storage medium and electronic equipment | |
| CN104572268B (en) | A kind of high-efficiency dynamic Method for HW/SW partitioning | |
| CN110925936A (en) | Air conditioner control method and device, computer equipment and storage medium | |
| CN118350051B (en) | Privacy improving method, system, device and medium based on federal learning | |
| CN114817177A (en) | Industrial internet data storage method, system, storage medium and electronic equipment | |
| CN113055423B (en) | Policy pushing method, policy execution method, device, equipment and medium | |
| CN118170040A (en) | Intelligent home control system, method and computing equipment based on Internet of things technology | |
| CN118645246B (en) | Work and rest health monitoring and early warning method, system and medium based on intelligent watch | |
| CN111128392B (en) | Data processing method, device, equipment and storage medium for identifying diseases based on small samples |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| EXSB | Decision made by sipo to initiate 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: 20150826 |