CN112781196A - Air conditioner control method and device, storage medium and air conditioner - Google Patents
Air conditioner control method and device, storage medium and air conditioner Download PDFInfo
- Publication number
- CN112781196A CN112781196A CN202011559464.8A CN202011559464A CN112781196A CN 112781196 A CN112781196 A CN 112781196A CN 202011559464 A CN202011559464 A CN 202011559464A CN 112781196 A CN112781196 A CN 112781196A
- Authority
- CN
- China
- Prior art keywords
- target user
- air conditioner
- time period
- user
- current
- 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 35
- 230000006399 behavior Effects 0.000 claims description 40
- 230000000694 effects Effects 0.000 claims description 35
- 230000008859 change Effects 0.000 claims description 23
- 238000005286 illumination Methods 0.000 claims description 23
- 230000006870 function Effects 0.000 claims description 15
- 238000003062 neural network model Methods 0.000 claims description 12
- 238000004378 air conditioning Methods 0.000 claims description 6
- 238000004590 computer program Methods 0.000 claims description 6
- 238000010586 diagram Methods 0.000 description 8
- 230000008569 process Effects 0.000 description 4
- 230000008878 coupling Effects 0.000 description 3
- 238000010168 coupling process Methods 0.000 description 3
- 238000005859 coupling reaction Methods 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 3
- 238000013473 artificial intelligence Methods 0.000 description 2
- 238000004891 communication Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000000630 rising effect Effects 0.000 description 2
- 230000036760 body temperature Effects 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 230000006386 memory function Effects 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 230000008667 sleep stage Effects 0.000 description 1
Images
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
- F24F11/63—Electronic processing
- F24F11/65—Electronic processing for selecting an operating mode
- F24F11/66—Sleep mode
-
- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/50—Control or safety arrangements characterised by user interfaces or communication
- F24F11/61—Control or safety arrangements characterised by user interfaces or communication using timers
-
- 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
- F24F2130/00—Control inputs relating to environmental factors not covered by group F24F2110/00
- F24F2130/30—Artificial light
Landscapes
- Engineering & Computer Science (AREA)
- Signal Processing (AREA)
- Chemical & Material Sciences (AREA)
- Combustion & Propulsion (AREA)
- Mechanical Engineering (AREA)
- General Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- Fuzzy Systems (AREA)
- Mathematical Physics (AREA)
- Human Computer Interaction (AREA)
- Air Conditioning Control Device (AREA)
Abstract
The invention provides an air conditioner control method, an air conditioner control device, a storage medium and an air conditioner, wherein the method comprises the following steps: after the timing operation function of the air conditioner is started, determining that the air conditioner enters a first timing operation mode or a second timing operation mode; if the first timing operation mode is determined to be entered, acquiring an operation parameter corresponding to each time period in more than one set continuous time period, and controlling the air conditioner to operate according to the operation parameter corresponding to each time period; and/or detecting the current sleep state of the target user if the second timing operation mode is determined to be entered, and controlling the air conditioner to operate according to the operation parameters corresponding to the detected sleep state. The scheme provided by the invention can realize multi-mode timing control of the air conditioner and improve the comfort of users.
Description
Technical Field
The invention relates to the field of control, in particular to an air conditioner control method and device, a storage medium and an air conditioner.
Background
The air conditioner is one of the necessary household appliances nowadays, and the main function is to provide a comfortable indoor room environment for users. Artificial Intelligence (AI) is an important driving force for a new revolution of science and technology and industrial evolution, is being gradually applied to various fields, and brings revolutionary innovation for various fields. Therefore, the reasonable combination of artificial intelligence and the air conditioner brings great leap to the effect of the air conditioner.
In the prior art, a user can only set one mode after a timing function adopted by an air conditioner remote control is started, and the mode is fixed and unchangeable in a timing period, however, the body temperature of a person is distinguished in the process of preparing to fall asleep to shallow sleep gradually to deep sleep, the corresponding temperature and air supply requirements for an air conditioner are different, but the continuous and unchangeable operation mode of the air conditioner in the sleep process cannot provide a comfortable environment for the user, and the use experience of the user is influenced.
Disclosure of Invention
The present invention is directed to overcome the above-mentioned drawbacks of the prior art, and provides an air conditioner control method, an air conditioner control device, a storage medium, and an air conditioner, so as to solve the problem that a continuous operation mode of the air conditioner cannot provide a comfortable environment for a user during a sleep mode in the prior art.
One aspect of the present invention provides an air conditioner control method, including: after the timing operation function of the air conditioner is started, determining that the air conditioner enters a first timing operation mode or a second timing operation mode; if the first timing operation mode is determined to be entered, acquiring an operation parameter corresponding to each time period in more than one set continuous time period, and controlling the air conditioner to operate according to the operation parameter corresponding to each time period; and/or detecting the current sleep state of the target user if the second timing operation mode is determined to be entered, and controlling the air conditioner to operate according to the operation parameters corresponding to the detected sleep state.
Optionally, the obtaining of the operating parameter corresponding to each set time period in more than one continuous time periods includes: receiving an operation parameter corresponding to each time period in more than one continuous time periods input by a user; and/or acquiring an operation parameter corresponding to each time period in more than one preset continuous time period; and/or receiving the operation parameter corresponding to each time period selected by a user from at least one group of operation parameters corresponding to each time period in more than one pre-stored continuous time periods.
Optionally, detecting a current sleep state of the target user includes: detecting the heart rate and the movement track and speed of body limbs of a target user to determine the current activity state of the target user according to the detected heart rate and the movement track and speed of the body limbs; detecting the illumination change condition in a current room to identify the current behavior type of a target user according to the illumination change condition; and determining the current sleep state of the target user according to the current activity state and behavior type of the target user and the heart rate of the target user.
Optionally, determining the current sleep state of the target user according to the current activity state and the behavior type of the target user and the heart rate of the target user includes: and inputting the current activity state, the behavior type and the heart rate of the target user into a pre-trained neural network model, and outputting the current sleep state of the target user.
Another aspect of the present invention provides an air conditioning control apparatus, including: the mode determining unit is used for determining that the air conditioner enters a first timing operation mode or a second timing operation mode after the timing operation function of the air conditioner is started; the first control unit is used for acquiring the operation parameter corresponding to each time period in more than one set continuous time period if the mode determining unit determines to enter the first timing operation mode, and controlling the air conditioner to operate according to the operation parameter corresponding to each time period; and/or the second control unit is used for detecting the current sleep state of the target user and controlling the air conditioner to operate according to the detected operation parameters corresponding to the sleep state if the mode determination unit determines to enter the second timing operation mode.
Optionally, the acquiring, by the first control unit, an operating parameter corresponding to each of one or more set consecutive time periods includes: receiving an operation parameter corresponding to each time period in more than one continuous time periods input by a user; and/or acquiring an operation parameter corresponding to each time period in more than one preset continuous time period; and/or receiving the operation parameter corresponding to each time period selected by a user from at least one group of operation parameters corresponding to each time period in more than one pre-stored continuous time periods.
Optionally, the detecting, by the second control unit, a current sleep state of the target user includes: detecting the heart rate and the movement track and speed of body limbs of a target user to determine the current activity state of the target user according to the detected heart rate and the movement track and speed of the body limbs; detecting the illumination change condition in a current room to identify the current behavior type of a target user according to the illumination change condition; and determining the current sleep state of the target user according to the current activity state and behavior type of the target user and the heart rate of the target user.
Optionally, the determining, by the second control unit, the current sleep state of the target user according to the current activity state and the behavior type of the target user and the heart rate of the target user includes: and inputting the current activity state, the behavior type and the heart rate of the target user into a pre-trained neural network model, and outputting the current sleep state of the target user.
A further aspect of the invention provides a storage medium having stored thereon a computer program which, when executed by a processor, carries out the steps of any of the methods described above.
Yet another aspect of the present invention provides an air conditioner comprising a processor, a memory, and a computer program stored on the memory and operable on the processor, wherein the processor implements the steps of any of the methods described above when executing the program.
In another aspect, the invention provides an air conditioner, which comprises the air conditioner control device.
According to the technical scheme of the invention, the multi-mode timing control of the air conditioner is realized, the air conditioner can operate according to the operation parameters of different time periods defined by a user during the timing period, and the operation parameters of the air conditioner can be intelligently adjusted according to the sleep state of the user, so that the comfort of the user is improved, the trouble that the air conditioner needs to be powered on again after power failure at night and the timing mode needs to be reset can be solved, and the intelligent degree of the air conditioner is improved.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the description serve to explain the invention and not to limit the invention. In the drawings:
FIG. 1 is a schematic diagram of an embodiment of an air conditioner control method according to the present invention;
FIG. 2 is a flowchart illustrating the steps of detecting a current sleep state of a target user;
FIG. 3 is a schematic diagram of an embodiment of a method for controlling an air conditioner according to the present invention;
fig. 4 is a block diagram of an embodiment of an air conditioning control apparatus according to the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, the technical solutions of the present invention will be clearly and completely described below with reference to the specific embodiments of the present invention and the accompanying drawings. It is to be understood that the described embodiments are merely exemplary of the invention, and not restrictive of the full scope of the invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
It should be noted that the terms "first," "second," and the like in the description and claims of the present invention and in the drawings described above are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used is interchangeable under appropriate circumstances such that the embodiments of the invention described herein are capable of operation in sequences other than those illustrated or described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
However, in the existing air conditioner control technology, the air conditioner cannot effectively sense the current state of the user and cannot predict the actual demand of the user. Therefore, the traditional timing function based on one mode can not meet the requirements of people, and the operation mode can not be adjusted in time according to the self requirements of users. In order to solve the technical problem, an intelligent control method of the air conditioner based on multi-mode sleep timing is provided, so that the requirements of a user on the operation mode and the target temperature of the air conditioner at different sleep degrees can be met.
Fig. 1 is a schematic method diagram of an embodiment of an air conditioner control method provided by the present invention.
As shown in fig. 1, according to an embodiment of the present invention, the control method includes at least step S110, step S120, and step S130.
Step S110, after the timing operation function of the air conditioner is started, determining that the air conditioner enters a first timing operation mode or a second timing operation mode.
The first timed mode of operation comprising: and controlling the air conditioner to operate according to the operating parameters corresponding to each set time period in more than one continuous time period. The operating parameters corresponding to each time period in more than one continuous time period can be set by a user in a self-defined mode.
The second timed mode of operation comprising: and controlling the air conditioner to operate according to the operation parameters corresponding to the current sleep state of the user. When the sleep state of the user changes, the corresponding operation parameters also change, so that the air conditioner can be controlled to operate according to different operation parameters when the user is in different sleep states.
The operation parameters in the first and second timing operation modes may specifically include temperature, humidity and/or air output. The air output of the air conditioner reaches the set air output by adjusting the frequency of the compressor and/or the rotating speed of the fan to enable the environment to reach the set temperature and humidity.
After the timing function is started by a user, the user can select to enter a first timing operation mode or a second timing operation mode, and the air conditioner is determined to enter the first timing operation mode or the second timing operation mode according to the selection of the user.
Step S120, if the first timing operation mode is determined to be entered, acquiring an operation parameter corresponding to each time period in more than one set continuous time period, and controlling the air conditioner to operate according to the operation parameter corresponding to each time period.
Optionally, the obtaining of the operating parameter corresponding to each set time period in more than one continuous time periods may include the following cases:
(1) and receiving the operating parameters corresponding to each time period in more than one continuous time periods input by a user.
Specifically, when the first timing operation mode is started, the user may set an operation parameter corresponding to each of more than one continuous time periods. For example, if the user has not set the operation parameters, the user is prompted to set the operation parameters if the user starts the first timing mode.
(2) And acquiring the corresponding operating parameters of each preset time period in more than one continuous time period.
The user may preset the operating parameters corresponding to each of the one or more consecutive time periods. For example, after the user has set the operation parameters last time, when the first timing operation mode is started next time, the operation parameters corresponding to each time period in one or more continuous time periods set last time by the user may be directly obtained.
(3) And receiving the operation parameters corresponding to each time period selected by a user from at least one group of operation parameters corresponding to each time period in more than one pre-stored continuous time periods.
Specifically, at least one set of operation parameters corresponding to each time period in one or more consecutive time periods set in the past may be saved, that is, at least one set of operation parameters corresponding to each time period in one or more consecutive time periods set multiple times may be saved, so that each time period corresponds to at least one set of operation parameters (the operation parameters set each time may be the same or different). When the user sets the operation parameters corresponding to each time slot in more than one continuous time slot, the operation parameters can be selected for each time slot from the operation parameters set in the past according to the needs of the user. Therefore, the user can directly call the operation parameters set by the user to plan and combine to form a set of theoretical mode operation suitable for the user.
And after the operation parameter corresponding to each time period in more than one set continuous time period is obtained, the operation of the air conditioner is controlled according to the operation parameter corresponding to each time period, namely the air conditioner is controlled to operate according to the operation parameter corresponding to the time period in each time period.
And step S130, if the second timing operation mode is determined to be entered, detecting the current sleep state of the target user, and controlling the air conditioner to operate according to the operation parameters corresponding to the detected sleep state.
Fig. 2 shows a flow diagram of the steps of detecting the current sleep state of a target user. As shown in fig. 2, in some embodiments, detecting the current sleep state of the target user may specifically include step S131, step S132, and step S133.
Step S131, detecting the heart rate and the movement track and speed of the limbs of the body of the target user, and determining the current activity state of the target user according to the detected heart rate and the movement track and speed of the limbs of the body.
The heart rate and the body extremity movement trajectory and speed of the target user may be detected, for example, by radar sensors (e.g., millimeter wave radar). The movement track and speed include, for example, a left-hand movement track and speed, a right-hand movement track and speed, a left-foot movement track and speed, a right-foot movement track and speed, and a body movement track and speed of the user, and the activity state (including, for example, lying down, rising up, and exercising) of the user can be preliminarily obtained according to the heart rate and the body limb movement track and speed of the user. For example, when the body movement track of the user is zero, the movement rate is not zero, and the user can be judged to be standing or lying according to the movement rate of limbs; when the body movement track of the user is zero, the movement rate is zero, and the user can be judged to be standing still or lying still according to the movement rate of the limbs; when the body movement track of the user is not zero, the movement rate is zero, and the limb movement rate and the movement track can judge that the user is getting up; when the body movement track of the user is not zero, the movement rate is not zero, and the movement rate and the movement track of the limbs can judge that the user moves.
Step S132, detecting the illumination change condition in the current room to identify the current behavior type of the target user according to the illumination change condition.
Specifically, an illumination change event in a current room can be detected through the sensor, and when the illumination change event is detected, a current behavior type of a user can be identified according to the change condition of illumination intensity, wherein the behavior type includes, for example, a light-on activity, a light-off mobile phone playing, a mobile phone turning off and sleeping. For example, an identification model for identifying the behavior type of the user is formed by acquiring the illumination intensity variation condition in different user behaviors in advance, and the detected illumination intensity variation condition is input into the identification model to identify the current behavior type of the target user.
Step S133, determining the current sleep state of the target user according to the current activity state and behavior type of the target user and the heart rate of the target user.
In some embodiments, the current activity state, the behavior type and the heart rate of the target user are input into a pre-trained neural network model, and the current sleep state of the target user is output.
Specifically, the neural network model is trained in advance according to the activity state, the behavior type and the heart rate of the user, and the neural network model used for identifying the sleep state of the user according to the activity state, the behavior type and the heart rate of the user is obtained. And inputting the current activity state, behavior type and heart rate of the target user into the neural network model, so as to output the current sleep state of the target user.
And after the current sleep state of the target user is detected, controlling the air conditioner to operate according to the operation parameters corresponding to the detected sleep state. When the sleep state of the user changes, the corresponding operation parameters also change, so that the air conditioner can be controlled to operate according to different operation parameters when the user is in different sleep states. The air conditioner can control the rotating speed, the frequency and the like of the working of the compressor in real time and adjust the temperature, the humidity and/or the air output corresponding to different sleep states, so that the operation mode of the air conditioner is automatically adjusted, the requirements of users are met without manual adjustment, and the intelligent degree of the air conditioner is further improved.
For clearly explaining the technical solution of the present invention, the following describes an execution flow of the air conditioner control method provided by the present invention with a specific embodiment.
Fig. 3 is a schematic method diagram of an embodiment of an air conditioner control method according to the present invention. As shown in fig. 3, after the timing function of the air conditioner is turned on, the user can select a custom timing mode (a first timing mode) or an intelligent timing mode (a second timing mode); after the user selects the self-defined timing mode, the user can define different operation parameters such as temperature and air output according to the sleep habit of the user, if the user-defined operation parameters are stored, the user can directly operate according to the stored operation parameters selected by the user, if the user-defined operation parameters are not stored, the user is reminded to set the operation parameters, when the user sets the operation parameters and confirms to store the current setting parameters, the user can select whether to rename the current setting operation parameters, if the user selects to rename, the set operation parameters are stored according to the user naming, if the user does not select to rename, the current setting parameters are defined and stored, the user can add the operation parameters of different time periods according to the sleep habit of the user to form a set of sleep timing mode of the user, the mode can be stored and memorized, and can be directly called after the air conditioner is started for timing next time, so that the convenience and the time saving are realized, the air conditioner is still used for executing corresponding operation parameters according to the time period after being powered on again after power failure at night, and the trouble that the timing mode needs to be reset after being powered on again is avoided. Similarly, since the historical operating parameters set by the user are stored, the user can directly combine different operating parameters to form different timing modes after the air conditioner is started for timing next time.
After the user selects the intelligent timing mode, the heart rate of the user and the movement tracks and the movement rates of the four limbs of the user are detected through the sensors, the activity state of the user is determined according to the acquired heart rate, the movement tracks and the movement rates of the four limbs and a sleep curve, the current behavior type of the target user is identified according to an indoor illumination change event, the sleep state of the user is obtained by combining the activity state, the behavior type and the heart rate of the user, the running frequency and the rotating speed of the compressor are adjusted in real time according to the sleep state of the user, the corresponding temperature, humidity and/or air output are output, and the user requirements are.
Fig. 4 is a block diagram of an embodiment of an air conditioning control apparatus according to the present invention. As shown in fig. 4, the control device 100 includes: a mode determination unit 110, a first control unit 120, and a second control unit 130.
The mode determination unit 110 is configured to determine that the air conditioner enters the first timing operation mode or the second timing operation mode after the timing operation function of the air conditioner is turned on.
The first timed mode of operation comprising: and controlling the air conditioner to operate according to the operating parameters corresponding to each set time period in more than one continuous time period. The operating parameters corresponding to each time period in more than one continuous time period can be set by a user in a self-defined mode.
The second timed mode of operation comprising: and controlling the air conditioner to operate according to the operation parameters corresponding to the current sleep state of the user. When the sleep state of the user changes, the corresponding operation parameters also change, so that the air conditioner can be controlled to operate according to different operation parameters when the user is in different sleep states.
The operation parameters in the first and second timing operation modes may specifically include temperature, humidity and/or air output. The air output of the air conditioner reaches the set air output by adjusting the frequency of the compressor and/or the rotating speed of the fan to enable the environment to reach the set temperature and humidity.
After the timing function is started by a user, the user can select to enter a first timing operation mode or a second timing operation mode, and the air conditioner is determined to enter the first timing operation mode or the second timing operation mode according to the selection of the user.
The first control unit 120 is configured to, if the mode determining unit 110 determines that the first timing operation mode is entered, obtain an operation parameter corresponding to each time period in one or more set consecutive time periods, and control the air conditioner to operate according to the operation parameter corresponding to each time period.
Optionally, the obtaining of the operating parameter corresponding to each set time period in more than one continuous time periods may include the following cases:
(1) and receiving the operating parameters corresponding to each time period in more than one continuous time periods input by a user.
Specifically, when the first timing operation mode is started, the user may set an operation parameter corresponding to each of more than one continuous time periods. For example, if the user has not set the operation parameters, the user is prompted to set the operation parameters if the user starts the first timing mode.
(2) And acquiring the corresponding operating parameters of each preset time period in more than one continuous time period.
The user may preset the operating parameters corresponding to each of the one or more consecutive time periods. For example, after the user has set the operation parameters last time, when the first timing operation mode is started next time, the operation parameters corresponding to each time period in one or more continuous time periods set last time by the user may be directly obtained.
(3) And receiving the operation parameters corresponding to each time period selected by a user from at least one group of operation parameters corresponding to each time period in more than one pre-stored continuous time periods.
Specifically, at least one set of operation parameters corresponding to each time period in one or more consecutive time periods set in the past may be saved, that is, at least one set of operation parameters corresponding to each time period in one or more consecutive time periods set multiple times may be saved, so that each time period corresponds to at least one set of operation parameters (the operation parameters set each time may be the same or different). When the user sets the operation parameters corresponding to each time slot in more than one continuous time slot, the operation parameters can be selected for each time slot from the operation parameters set in the past according to the needs of the user. Therefore, the user can directly call the operation parameters set by the user to plan and combine to form a set of theoretical mode operation suitable for the user.
After the first control unit 120 obtains the operation parameter corresponding to each time period in more than one set continuous time periods, the air conditioner is controlled to operate according to the operation parameter corresponding to each time period, that is, the air conditioner is controlled to operate according to the operation parameter corresponding to the time period in each time period. The multi-mode is realized, and different requirements of the user in different sleep stages can be met; the air conditioner can efficiently and quickly output the optimal operation frequency in different stages, and the reliability of the whole machine is improved; and the memory function of the traditional mode is kept, and the operation parameters set by the air conditioner each time can be memorized and stored, so that any mode set before can be directly called next time.
The second control unit 130 is configured to detect a current sleep state of the target user if the mode determination unit 110 determines to enter the second timing operation mode, and control the air conditioner to operate according to an operation parameter corresponding to the detected sleep state.
Fig. 2 shows a flow diagram of the steps of detecting the current sleep state of a target user. As shown in fig. 2, in some embodiments, the detecting, by the second control unit 130, the current sleep state of the target user may specifically include step S121, step S122, and step S123.
Step S131, detecting the heart rate and the movement track and speed of the limbs of the body of the target user, and determining the current activity state of the target user according to the detected heart rate and the movement track and speed of the limbs of the body.
The heart rate and the body limb movement trajectory and speed of the target user may be detected by, for example, radar sensors. The movement track and speed include, for example, a left-hand movement track and speed, a right-hand movement track and speed, a left-foot movement track and speed, a right-foot movement track and speed, and a body movement track and speed of the user, and the activity state (including, for example, lying down, rising up, and exercising) of the user can be preliminarily obtained according to the heart rate and the body limb movement track and speed of the user. For example, when the body movement track of the user is zero, the movement rate is not zero, and the user can be judged to be standing or lying according to the movement rate of limbs; when the body movement track of the user is zero, the movement rate is zero, and the user can be judged to be standing still or lying still according to the movement rate of the limbs; when the body movement track of the user is not zero, the movement rate is zero, and the limb movement rate and the movement track can judge that the user is getting up; when the body movement track of the user is not zero, the movement rate is not zero, and the movement rate and the movement track of the limbs can judge that the user moves.
Step S132, detecting the illumination change condition in the current room to identify the current behavior type of the target user according to the illumination change condition.
Specifically, an illumination change event in a current room can be detected through the sensor, and when the illumination change event is detected, a current behavior type of a user can be identified according to the change condition of illumination intensity, wherein the behavior type includes, for example, a light-on activity, a light-off mobile phone playing, a mobile phone turning off and sleeping. For example, an identification model for identifying the behavior type of the user is formed by acquiring the illumination intensity variation condition in different user behaviors in advance, and the detected illumination intensity variation condition is input into the identification model to identify the current behavior type of the target user.
Step S133, determining the current sleep state of the target user according to the current activity state and behavior type of the target user and the heart rate of the target user.
In some embodiments, the current activity state, the behavior type and the heart rate of the target user are input into a pre-trained neural network model, and the current sleep state of the target user is output.
Specifically, the neural network model is trained in advance according to the activity state, the behavior type and the heart rate of the user, and the neural network model used for identifying the sleep state of the user according to the activity state, the behavior type and the heart rate of the user is obtained. And inputting the current activity state, behavior type and heart rate of the target user into the neural network model, so as to output the current sleep state of the target user.
And after the current sleep state of the target user is detected, controlling the air conditioner to operate according to the operation parameters corresponding to the detected sleep state. When the sleep state of the user changes, the corresponding operation parameters also change, so that the air conditioner can be controlled to operate according to different operation parameters when the user is in different sleep states. The air conditioner can control the rotating speed, the frequency and the like of the working of the compressor in real time and adjust the temperature, the humidity and/or the air output corresponding to different sleep states, so that the operation mode of the air conditioner is automatically adjusted, the requirements of users are met without manual adjustment, and the intelligent degree of the air conditioner is further improved.
The present invention also provides a storage medium corresponding to the air conditioning control method, having a computer program stored thereon, which when executed by a processor, performs the steps of any of the aforementioned methods.
The invention also provides an air conditioner corresponding to the air conditioner control method, which comprises a processor, a memory and a computer program which is stored on the memory and can run on the processor, wherein the processor realizes the steps of any one of the methods when executing the program.
The invention also provides an air conditioner corresponding to the air conditioner control device, which comprises the air conditioner control device.
Therefore, the scheme provided by the invention realizes the multi-mode timing control of the air conditioner, can operate according to the operation parameters of different time periods defined by a user during the timing period, and also can intelligently adjust the operation parameters of the air conditioner according to the sleep state of the user, thereby improving the comfort of the user, solving the trouble that the air conditioner needs to reset the timing mode after being electrified again after power failure at night, and improving the intelligent degree of the air conditioner.
The functions described herein may be implemented in hardware, software executed by a processor, firmware, or any combination thereof. If implemented in software executed by a processor, the functions may be stored on or transmitted over as one or more instructions or code on a computer-readable medium. Other examples and implementations are within the scope and spirit of the invention and the following claims. For example, due to the nature of software, the functions described above may be implemented using software executed by a processor, hardware, firmware, hardwired, or a combination of any of these. In addition, each functional unit may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit.
In the embodiments provided in the present application, it should be understood that the disclosed technology can be implemented in other ways. The above-described embodiments of the apparatus are merely illustrative, and for example, the division of the units may be a logical division, and in actual implementation, there may be another division, for example, multiple units or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, units or modules, and may be in an electrical or other form.
The units described as separate parts may or may not be physically separate, and the parts serving as the control device may or may not be physical units, may be located in one place, or may be distributed on a plurality of units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
The integrated unit, if implemented in the form of a software functional unit and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a removable hard disk, a magnetic or optical disk, and other various media capable of storing program codes.
The above description is only an example of the present invention, and is not intended to limit the present invention, and it is obvious to those skilled in the art that various modifications and variations can be made in the present invention. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the scope of the claims of the present invention.
Claims (10)
1. An air conditioner control method, comprising:
after the timing operation function of the air conditioner is started, determining that the air conditioner enters a first timing operation mode or a second timing operation mode;
if the first timing operation mode is determined to be entered, acquiring an operation parameter corresponding to each time period in more than one set continuous time period, and controlling the air conditioner to operate according to the operation parameter corresponding to each time period; and/or the presence of a gas in the gas,
and if the second timing operation mode is determined to be entered, detecting the current sleep state of the target user, and controlling the air conditioner to operate according to the detected operation parameters corresponding to the sleep state.
2. The method of claim 1, wherein obtaining the operating parameter corresponding to each of the set one or more consecutive time periods comprises:
receiving an operation parameter corresponding to each time period in more than one continuous time periods input by a user;
and/or the presence of a gas in the gas,
acquiring an operation parameter corresponding to each time period in more than one preset continuous time period;
and/or the presence of a gas in the gas,
and receiving the operation parameters corresponding to each time period selected by a user from at least one group of operation parameters corresponding to each time period in more than one pre-stored continuous time periods.
3. The method of claim 1 or 2, wherein detecting the current sleep state of the target user comprises:
detecting the heart rate and the movement track and speed of body limbs of a target user to determine the current activity state of the target user according to the detected heart rate and the movement track and speed of the body limbs;
detecting the illumination change condition in a current room to identify the current behavior type of a target user according to the illumination change condition;
and determining the current sleep state of the target user according to the current activity state and behavior type of the target user and the heart rate of the target user.
4. The method of claim 3, wherein determining the target user's current sleep state based on the target user's current activity state, type of behavior, and the target user's heart rate comprises:
and inputting the current activity state, the behavior type and the heart rate of the target user into a pre-trained neural network model, and outputting the current sleep state of the target user.
5. An air conditioning control device, characterized by comprising:
the mode determining unit is used for determining that the air conditioner enters a first timing operation mode or a second timing operation mode after the timing operation function of the air conditioner is started;
the first control unit is used for acquiring the operation parameter corresponding to each time period in more than one set continuous time period if the mode determining unit determines to enter the first timing operation mode, and controlling the air conditioner to operate according to the operation parameter corresponding to each time period; and/or the presence of a gas in the gas,
and the second control unit is used for detecting the current sleep state of the target user and controlling the air conditioner to operate according to the operation parameters corresponding to the detected sleep state if the mode determination unit determines to enter the second timing operation mode.
6. The apparatus according to claim 5, wherein the first control unit acquires the operating parameter corresponding to each of the set one or more consecutive time periods, and includes:
receiving an operation parameter corresponding to each time period in more than one continuous time periods input by a user;
and/or the presence of a gas in the gas,
acquiring an operation parameter corresponding to each time period in more than one preset continuous time period;
and/or the presence of a gas in the gas,
and receiving the operation parameters corresponding to each time period selected by a user from at least one group of operation parameters corresponding to each time period in more than one pre-stored continuous time periods.
7. The apparatus according to claim 5 or 6, wherein the second control unit detects the current sleep state of the target user, and comprises:
detecting the heart rate and the movement track and speed of body limbs of a target user to determine the current activity state of the target user according to the detected heart rate and the movement track and speed of the body limbs;
detecting the illumination change condition in a current room to identify the current behavior type of a target user according to the illumination change condition;
and determining the current sleep state of the target user according to the current activity state and behavior type of the target user and the heart rate of the target user.
8. The apparatus of claim 7, wherein the second control unit determines the current sleep state of the target user according to the current activity state, the behavior type and the heart rate of the target user, and comprises:
and inputting the current activity state, the behavior type and the heart rate of the target user into a pre-trained neural network model, and outputting the current sleep state of the target user.
9. A storage medium, having stored thereon a computer program which, when being executed by a processor, carries out the steps of the method of any one of claims 1 to 4.
10. An air conditioner comprising a processor, a memory, and a computer program stored on the memory and operable on the processor, the processor implementing the steps of the method of any one of claims 1 to 4 when executing the program, or comprising the air conditioning control apparatus of any one of claims 5 to 8.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202011559464.8A CN112781196A (en) | 2020-12-25 | 2020-12-25 | Air conditioner control method and device, storage medium and air conditioner |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202011559464.8A CN112781196A (en) | 2020-12-25 | 2020-12-25 | Air conditioner control method and device, storage medium and air conditioner |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN112781196A true CN112781196A (en) | 2021-05-11 |
Family
ID=75752387
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202011559464.8A Pending CN112781196A (en) | 2020-12-25 | 2020-12-25 | Air conditioner control method and device, storage medium and air conditioner |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN112781196A (en) |
Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2001201136A (en) * | 2000-01-20 | 2001-07-27 | Fujitsu General Ltd | Control method for air conditioner |
| CN101033882A (en) * | 2007-04-28 | 2007-09-12 | 珠海格力电器股份有限公司 | Air conditioner operating according to custom curve and control method thereof |
| CN101691943A (en) * | 2009-10-14 | 2010-04-07 | 湖南省电力公司永州电业局 | Remote control device and method for realizing control by sleep parameters customized by user over operation of air conditioner |
| CN101813356A (en) * | 2010-03-09 | 2010-08-25 | 海信科龙电器股份有限公司 | Sleep running control method for air conditioner |
| CN103673194A (en) * | 2012-08-31 | 2014-03-26 | 珠海格力电器股份有限公司 | Air conditioner and control method thereof |
| CN104764137A (en) * | 2015-02-15 | 2015-07-08 | 青岛海尔空调器有限总公司 | Sleeping operation control method for air conditioner |
| CN111397114A (en) * | 2020-03-26 | 2020-07-10 | 珠海格力电器股份有限公司 | Air conditioner control method and device, storage medium and wearable device |
| CN111442477A (en) * | 2020-03-09 | 2020-07-24 | 青岛海尔空调器有限总公司 | Method for automatically adjusting operation mode of air conditioner based on illuminance and air conditioner |
| CN111442460A (en) * | 2020-03-17 | 2020-07-24 | 海信（山东）空调有限公司 | Air conditioner control method for sensing user activity state and air conditioner |
-
2020
- 2020-12-25 CN CN202011559464.8A patent/CN112781196A/en active Pending
Patent Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2001201136A (en) * | 2000-01-20 | 2001-07-27 | Fujitsu General Ltd | Control method for air conditioner |
| CN101033882A (en) * | 2007-04-28 | 2007-09-12 | 珠海格力电器股份有限公司 | Air conditioner operating according to custom curve and control method thereof |
| CN101691943A (en) * | 2009-10-14 | 2010-04-07 | 湖南省电力公司永州电业局 | Remote control device and method for realizing control by sleep parameters customized by user over operation of air conditioner |
| CN101813356A (en) * | 2010-03-09 | 2010-08-25 | 海信科龙电器股份有限公司 | Sleep running control method for air conditioner |
| CN103673194A (en) * | 2012-08-31 | 2014-03-26 | 珠海格力电器股份有限公司 | Air conditioner and control method thereof |
| CN104764137A (en) * | 2015-02-15 | 2015-07-08 | 青岛海尔空调器有限总公司 | Sleeping operation control method for air conditioner |
| CN111442477A (en) * | 2020-03-09 | 2020-07-24 | 青岛海尔空调器有限总公司 | Method for automatically adjusting operation mode of air conditioner based on illuminance and air conditioner |
| CN111442460A (en) * | 2020-03-17 | 2020-07-24 | 海信（山东）空调有限公司 | Air conditioner control method for sensing user activity state and air conditioner |
| CN111397114A (en) * | 2020-03-26 | 2020-07-10 | 珠海格力电器股份有限公司 | Air conditioner control method and device, storage medium and wearable device |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN105650815B (en) | Air-conditioning fan inter-linked controlling method, apparatus and system | |
| US20200068356A1 (en) | Gesture-based load control via wearable devices | |
| CN109974235B (en) | Method and device for controlling household appliance and household appliance | |
| CN111397114B (en) | Air conditioner control method and device, storage medium and wearable device | |
| CN110701756B (en) | Operation control method, operation control device, air conditioner, and storage medium | |
| CN112066528A (en) | Air conditioner control method and device, storage medium and air conditioner | |
| CN103123159A (en) | Air conditioner sleeping function control method based on cloud computing technology | |
| CN112178861B (en) | Control method and device of gymnasium air conditioner, controller and air conditioning system | |
| EP3425208B1 (en) | Fan, and control system and method therefor | |
| CN105674490A (en) | Control method, device and system for operating parameters of air conditioner | |
| CN106907813B (en) | Intelligent humidifier | |
| CN110895012A (en) | Air conditioner control method and device, storage medium and air conditioner | |
| CN112506070B (en) | Control method and device of intelligent household equipment | |
| CN110131846B (en) | Intelligent air conditioner control method and air conditioner | |
| CN105656679B (en) | Control method, control device and the smart home device of smart home device | |
| CN109031963A (en) | Control method and device of intelligent equipment | |
| CN103673194A (en) | Air conditioner and control method thereof | |
| CN113639449B (en) | Method and device for controlling air conditioner and air conditioner | |
| CN113819620B (en) | Method and device for controlling air conditioner, air conditioner and storage medium | |
| CN109283905A (en) | Control method, device and system | |
| CN105202705A (en) | Control method and device for air conditioner | |
| CN103673195A (en) | Air conditioner and control method thereof | |
| CN113819619A (en) | Method and device for controlling air conditioner, air conditioner and storage medium | |
| CN113932389A (en) | Method and device for controlling air conditioner, air conditioner and storage medium | |
| CN113932429A (en) | Control method and control device for household appliance, intelligent mattress and server |
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 |
Application publication date: 20210511 |
|
| RJ01 | Rejection of invention patent application after publication |