CN110736232A - Air conditioner control method and device - Google Patents
Air conditioner control method and device Download PDFInfo
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- CN110736232A CN110736232A CN201911040318.1A CN201911040318A CN110736232A CN 110736232 A CN110736232 A CN 110736232A CN 201911040318 A CN201911040318 A CN 201911040318A CN 110736232 A CN110736232 A CN 110736232A
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/62—Control or safety arrangements characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
- F24F11/63—Electronic processing
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/50—Control or safety arrangements characterised by user interfaces or communication
- F24F11/61—Control or safety arrangements characterised by user interfaces or communication using timers
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F11/00—Control or safety arrangements
- F24F11/70—Control systems characterised by their outputs; Constructional details thereof
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F2120/00—Control inputs relating to users or occupants
- F24F2120/10—Occupancy
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F2120/00—Control inputs relating to users or occupants
- F24F2120/10—Occupancy
- F24F2120/12—Position of occupants
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F2120/00—Control inputs relating to users or occupants
- F24F2120/10—Occupancy
- F24F2120/14—Activity of occupants
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- F—MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
- F24—HEATING; RANGES; VENTILATING
- F24F—AIR-CONDITIONING; AIR-HUMIDIFICATION; VENTILATION; USE OF AIR CURRENTS FOR SCREENING
- F24F2120/00—Control inputs relating to users or occupants
- F24F2120/20—Feedback from users
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- Fuzzy Systems (AREA)
- Mathematical Physics (AREA)
- Human Computer Interaction (AREA)
- Air Conditioning Control Device (AREA)
Abstract
The invention discloses air conditioner control methods and devices, wherein the method comprises the steps of receiving user information sent by a user terminal of a user outside a space where an air conditioner is located, inputting the user information into an execution model, and outputting an execution target of an actuator of the air conditioner by the execution model, wherein the execution model is formed by training a plurality of groups of training data, each group of training data comprises the input user information and the output corresponding execution target, and controlling the actuator of the air conditioner to execute the execution target so as to achieve an environment target parameter required by the user when the user enters the space where the air conditioner is located and control the environment parameter of the space where the air conditioner is located.
Description
Technical Field
The invention relates to the field of air conditioners, in particular to a control method and device for air conditioners.
Background
In the related art, the air conditioner control is generally controlled in real time within a short distance of the space where the air conditioner is located, and is usually controlled by a controller or control software, and in the related art, voice control is also used, however, the air conditioner needs processes to adjust the environmental parameters of the space, that is, when the air conditioner is turned on, the air conditioner needs to be adjusted for periods of time to reach the desired temperature, which is relatively low in intelligence degree, and it is difficult to create a comfortable indoor environment in advance for the user who has not yet come home.
In view of the above problems, no effective solution has been proposed.
Disclosure of Invention
The embodiment of the invention provides air conditioner control methods and devices, which at least solve the technical problems that the traditional air conditioner control method in the related art is low in intelligence degree and cannot create comfortable indoor environment for users in advance.
According to aspects of the embodiment of the invention, a air conditioner control method is provided, which comprises the steps of receiving user information sent by a user terminal of a user outside a space where an air conditioner is located, inputting the user information into an execution model, and outputting an execution target of an actuator of the air conditioner by the execution model, wherein the execution model is formed by training multiple groups of training data, each group of training data comprises the input user information and the output corresponding execution target, and controlling the actuator of the air conditioner to execute the execution target, so that when the user enters the space where the air conditioner is located, environmental parameters of the space where the air conditioner is located reach the environmental target parameters required by the user.
Optionally, inputting the user information into an execution model, and outputting, by the execution model, an execution target of an actuator of the air conditioner includes: determining the air conditioner use requirement of the user according to the user information, wherein the air conditioner use requirement comprises the following steps: the running time of the air conditioner and the environmental target parameters of the space where the air conditioner is located; and determining an execution target of an actuator of the air conditioner through an execution model according to the use requirement of the air conditioner.
Optionally, the user information includes at least of a user location, a user activity status, a user physiological parameter, an outdoor environment parameter.
Optionally, determining the air conditioner use requirement of the user according to the user information includes: determining the running time of the air conditioner according to the user position and the user activity state; and determining an environment target parameter of the space where the air conditioner is located according to the user physiological parameter and the outdoor environment parameter.
Optionally, the actuator comprises at least of a switch, an inner fan, an air deflector, an outer fan, a compressor, and an expansion valve.
Optionally, the execution target of the actuator includes at least , where the execution target of the switch is an opening and closing time of the air conditioner, the execution target of the inner fan is an inner fan rotating speed, the execution target of the air deflector is an air deflector state or an air deflector position, the execution target of the outer fan is an outer fan rotating speed, the execution target of the compressor is a compressor frequency, and the execution target of the expansion valve is an expansion valve opening degree.
Optionally, the method further includes: receiving evaluation feedback information of the user; and feeding back to the execution model according to the evaluation feedback information to adjust the execution model.
According to another aspect of the embodiment of the invention, the air conditioner control device is further provided and comprises a receiving module, a determining module and a control module, wherein the receiving module is used for receiving user information sent by a user terminal of a user outside a space where an air conditioner is located, the determining module is used for inputting the user information into an execution model, and the execution model outputs an execution target of an actuator of the air conditioner, the execution model is formed by training multiple sets of training data, each set of training data comprises the input user information and the output corresponding execution target, and the control module is used for controlling the actuator of the air conditioner to execute the execution target, so that when the user enters the space where the air conditioner is located, environmental parameters of the space where the air conditioner is located reach environmental target parameters required by the user.
According to another aspect of the embodiments of the present invention, there is also provided storage media including a stored program, wherein the program, when executed, controls an apparatus in which the storage media is located to perform the method of any of above.
According to another aspect of an embodiment of the present invention, there is also provided processors configured to execute a program, wherein the program when executed performs the method of any above.
In the embodiment of the invention, the user information sent by the user terminal of the user outside the space where the air conditioner is located is received; inputting user information into an execution model, and outputting an execution target of an actuator of the air conditioner by the execution model, wherein the execution model is formed by training a plurality of groups of training data, and each group of training data comprises the input user information and an output corresponding execution target; the actuator of the air conditioner is controlled to execute the execution target, so that when a user enters the space of the air conditioner, the environmental parameters of the space of the air conditioner reach the environmental target parameters required by the user, the physical state of the user when the user reaches the space of the air conditioner and the state of the space of the air conditioner are predicted by receiving user information sent by a user terminal, then the air conditioner is pertinently started in advance, and the actuator of the air conditioner is controlled to execute the execution target, so that the actuator of the air conditioner can meet the requirement for adjusting the user to enter the space, the aim of intelligently starting the air conditioner in advance is fulfilled, the user has better experience when entering the space of the air conditioner, the technical effect of building a comfortable indoor environment for the user in advance is achieved, and the problem that the intelligent degree of a traditional air conditioner control method in the related technology is low is solved, the technical problem that a comfortable indoor environment cannot be created for a user in advance.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and constitute a part of this application , illustrate embodiments of the invention and together with the description serve to explain the invention without limiting it.
Fig. 1 is a flowchart of air conditioner control methods according to an embodiment of the present invention;
fig. 2 is a schematic flow chart of controlling an air conditioner according to a wearable device according to an embodiment of the present invention;
FIG. 3 is a schematic diagram of an intelligent algorithm determining execution targets based on user information according to an embodiment of the present invention;
FIG. 4 is a schematic flow chart according to user feedback according to an embodiment of the present invention;
fig. 5 is a schematic diagram of air conditioner control devices according to an embodiment of the invention.
Detailed Description
For those skilled in the art to better understand the technical solution of the present invention, the technical solution in the embodiment of the present invention will be clearly and completely described below with reference to the drawings in the embodiment of the present invention, and it is obvious that the described embodiment is only a partial embodiment of of the present invention, rather than a complete embodiment.
Furthermore, the terms "comprises" and "comprising," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a series of steps or elements of is not necessarily limited to the expressly listed steps or elements, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
In accordance with an embodiment of the present invention, there are provided method embodiments of an air conditioning control method, it should be noted that the steps illustrated in the flowchart of the accompanying drawings may be performed in a computer system such as sets of computer executable instructions, and that while a logical order is illustrated in the flowchart, in some cases the steps illustrated or described may be performed in an order different than here.
Fig. 1 is a flowchart of air conditioner control methods according to an embodiment of the present invention, as shown in fig. 1, the method includes the following steps:
step S102, receiving user information sent by a user terminal of a user outside a space where an air conditioner is located;
step S104, inputting user information into an execution model, and outputting an execution target of an actuator of the air conditioner by the execution model, wherein the execution model is formed by training a plurality of groups of training data, and each group of training data comprises the input user information and the output corresponding execution target;
and step S106, controlling an actuator of the air conditioner to execute the execution target, so that when the user enters the space where the air conditioner is located, the environmental parameters of the space where the air conditioner is located reach the environmental target parameters required by the user.
Through the steps, user information sent by a user terminal of a user outside a space where the air conditioner is located is received; inputting user information into an execution model, and outputting an execution target of an actuator of the air conditioner by the execution model, wherein the execution model is formed by training a plurality of groups of training data, and each group of training data comprises the input user information and an output corresponding execution target; the actuator of the air conditioner is controlled to execute the execution target, so that when a user enters the space of the air conditioner, the environmental parameters of the space of the air conditioner reach the environmental target parameters required by the user, the physical state of the user when the user reaches the space of the air conditioner and the state of the space of the air conditioner are predicted by receiving user information sent by a user terminal, then the air conditioner is pertinently started in advance, and the actuator of the air conditioner is controlled to execute the execution target, so that the actuator of the air conditioner can meet the requirement for adjusting the user to enter the space, the aim of intelligently starting the air conditioner in advance is fulfilled, the user has better experience when entering the space of the air conditioner, the technical effect of building a comfortable indoor environment for the user in advance is achieved, and the problem that the intelligent degree of a traditional air conditioner control method in the related technology is low is solved, the technical problem that a comfortable indoor environment cannot be created for a user in advance.
The space where the air conditioner is located can be a closed space, for example, the space where the air conditioner is located can be a user's home, can be a user's company and the like, the user outside the space where the air conditioner is located can be a space where the air conditioner is not located but the user is going to go, for example, the user goes home and the user goes to the company, the user outside the space where the air conditioner is located can be outside the space where the air conditioner adjusts the environmental parameters, but the user enters the space after the air conditioner adjusts the parameters of the space where the air conditioner is located, and times of entering the space are used for adjusting the environmental parameters of controls which the user is going to reach in advance according to the user requirements, so that a comfortable environment is created for.
The user terminal can be a smart phone, a smart watch, a mobile computer, a tablet computer, an intelligent wearable device and the like. The user terminal can send user information to the air conditioner through a communication network or a wireless network, the air conditioner is in data connection with the server, the server is provided with an execution model, the user information received by the air conditioner is input into the execution model, and the execution model outputs an execution target of an actuator of the air conditioner, wherein the actuator of the air conditioner can be a working component of the air conditioner, such as a master switch, a wind shield, a fan, a compressor, a motor and the like. The execution target may be a target parameter of the operation of the air conditioner actuator. The server can be a cloud server or a local server arranged at the local part of the air conditioner.
As an alternative , in the case that the space where the air conditioner is located is the home of the user, the user may send user information to the server through the mobile phone before returning home, for example, the gender and age, and the server determines an execution target of the air conditioner actuator according to the user information, sends the execution target to the air conditioner at home, and controls the air conditioner to operate, wherein the air conditioner operates according to the execution target, so that the user may have a comfortable experience after returning home, thereby achieving the effect of creating a comfortable environment for the user in advance.
The execution model may include a neural network model algorithm, and may be a deep learning model or a machine learning model, and the execution model is trained by multiple sets of training data, and after the execution model is established, the multiple sets of training data are used for training convergence, so that user information may be input, and the execution model outputs an execution target of an actuator of the air conditioner. Each set of the training data may include input user information and output corresponding execution targets. For example, the age of the user and the execution target corresponding to the age of the user, under the execution target of the actuator of the air conditioner, the environmental parameter of the space where the air conditioner is located can be set to the comfortable environmental parameter required by the user at the age of the user within the preset time. The environmental parameter may be an environmental temperature, an environmental humidity, or the like. For example, a temperature of 25 degrees celsius.
The air conditioner comprises an air conditioner, an actuator, an air conditioner and a controller, wherein the air conditioner comprises an execution target and an environment target parameter setting unit, the execution target is executed by the actuator, so that when a user enters a space where the air conditioner is located, the environment parameter of the space where the air conditioner is located reaches the environment target parameter required by the user, namely, the actuator of the air conditioner operates according to the execution target, when the user enters the space where the air conditioner is located, the environment parameter of the space where the air conditioner is located reaches the environment target parameter required by the user, the environment target parameter can be determined by user information of the user, the capacity of the air conditioner for changing the environment parameter of the space where the air conditioner is located and the size of the space where the air conditioner is located can be determined according to the execution target temperature of the user, wherein the user information can be the age of the user, for example, the user is too old or too small, the tolerance to environmental difference is reduced, so that the target temperature in the environment target parameter can be relatively reduced, the capacity of the space where the air conditioner is located can be the cooling capacity, the dehumidification capacity or the heating capacity of the air conditioner is higher, for reducing the environmental parameter of the air conditioner.
Optionally, inputting the user information into the execution model, and outputting the execution target of the actuator of the air conditioner by the execution model includes: determining the air conditioner use requirement of a user according to the user information, wherein the air conditioner use requirement comprises the following steps: the running time of the air conditioner and the environmental target parameters of the space where the air conditioner is located; and determining an execution target of an actuator of the air conditioner through the execution model according to the use requirement of the air conditioner.
The usage requirement of the air conditioner may actually be that after a user enters a space, the environmental parameters of the space are the same as the environmental target parameters, but in order to achieve the purpose, the air conditioner needs to operate with the operation parameters for time, and the space where the air conditioner is located can achieve the purpose, therefore, the time required by the air conditioner is the operation time of the air conditioner, the environmental parameters of the space when the user enters the space are the environmental target parameters, and the operation parameters that the air conditioner needs to operate are the execution targets of the actuators of the air conditioner, which are determined by the execution model.
Optionally, the user information includes at least of a user location, a user activity status, a user physiological parameter, an outdoor environment parameter.
The user information may include a user location for determining a distance between the user and a space where the air conditioner is located, and a path that the user may take, and may be used to determine a time when the user reaches the space where the air conditioner is located, and the user activity state may be an activity state of the user, such as walking, running, cycling, driving, sitting on a bus, and the like, and an activity state may be used to determine a time when the user reaches the space where the air conditioner is located, so that the operation time of the air conditioner may be determined according to the time when the user reaches the space where the air conditioner is located. It should be noted that, when the operation time of the air conditioner is finished, the environmental parameter of the space where the air conditioner is located reaches the environmental target parameter, which is necessarily earlier than the time when the user reaches the space where the air conditioner is located, and the air conditioner needs to maintain the environmental parameter of the space where the air conditioner is located, and continues to be the environmental target parameter until the user reaches the space where the air conditioner is located, the feedback of the user is received, and the latter controls to perform the adjustment operation.
The user information includes user physiological parameters, such as heartbeat, pulse and blood pressure of the user, and can determine whether the user is in a body state of being cold or hot, and whether the user needs a lower temperature or a higher temperature. As another example, the age of the user, at which the user is comfortable with temperature or humidity may be determined. Can be used to determine the environmental target parameters of the space where the air conditioner is located when the user arrives. The outdoor environment parameter can be used for determining an environment target parameter of a space where the air conditioner is located when a user arrives, the feeling of the user is changed due to the difference between the outdoor environment parameter and the indoor environment parameter, and the more the difference between the outdoor environment parameter and the indoor environment parameter is, the more obvious the feeling of the user is, and the poorer the comfort level is; the larger the difference between the outdoor environment parameter and the indoor environment parameter is, the less obvious the user feels, and the better the comfort level is.
Optionally, determining the air conditioner use requirement of the user according to the user information includes: determining the running time of the air conditioner according to the position of the user and the activity state of the user; and determining the environment target parameter of the space where the air conditioner is located according to the physiological parameter and the outdoor environment parameter of the user.
Optionally, the actuator comprises at least of a switch, an inner fan, an air deflector, an outer fan, a compressor and an expansion valve, wherein the execution target of the actuator comprises at least of the execution target of the switch is the opening and closing time of the air conditioner, the execution target of the inner fan is the rotating speed of the inner fan, the execution target of the air deflector is the state of the air deflector or the position of the air deflector, the execution target of the outer fan is the rotating speed of the outer fan, the execution target of the compressor is the frequency of the compressor, and the execution target of the expansion valve is the opening degree of the expansion valve.
The actuators can execute the respective execution targets through the respective actuators so as to enable the air conditioner to reach the target operation parameters, so that the environmental parameters of the space where the air conditioner is located are changed, and when a user arrives at the space where the air conditioner is located, the space can have the environmental target parameters required by the user. Thereby realizing the effect of creating a comfortable environment for the user in advance.
The execution target of the wind deflector is the state or the position of the wind deflector, and the state of the wind deflector is divided into a wind swinging state and a static state, so that the operation parameters of the wind deflector in the wind swinging state can be the wind swinging speed, the wind swinging direction and the like. When the wind deflector is in a static state, the operation parameter of the wind deflector can be a static direction, namely a static position.
Optionally, the method further includes: receiving evaluation feedback information of a user; and feeding back to the execution model according to the evaluation feedback information, and adjusting the execution model.
It should be noted that the execution model is trained by a plurality of sets of training data, after the user performs feedback, the current input and output data may be used as a correction training sample to perform correction training on the execution model, for example, if the user feedback is positive evaluation such as better, and very good, the current input and output data may be used as a positive sample to train the execution model, if the user feedback is negative evaluation such as worse, and very bad, the current input and output data may be used as a negative sample to train the execution model, so as to achieve continuous correction of the capability of the execution model according to the user feedback and continuous improvement of the accuracy, thereby improving accuracy by , providing more comfortable experience for the user, and creating a more comfortable environment for the user in advance.
It should be noted that alternative embodiments are also provided in the present application, and the detailed description of the embodiments is provided below.
In the embodiment, parameters such as user positions and user activity states are acquired through devices such as mobile phone apps or wearable equipment and are sent to the air conditioner, the air conditioner automatically judges the on/off time and the specific operation scheme, and the indoor environment is adjusted to the user target setting state; the air conditioner user can have a satisfactory indoor environment when coming home, so that the user experience is improved, and the comfort requirement of the user is met;
in the embodiment, the air conditioner adjusts the opening time and the specific control scheme in real time according to the distance (speed) from the user to home, indoor and outdoor environments, the activity state of the user, physiological parameters and the like.
Fig. 2 is a schematic flow chart illustrating the control of the air conditioner according to the wearable device according to the embodiment of the present invention, and as shown in fig. 2, the air conditioner obtains user information through an app or the wearable device, transmits the user information to the intelligent algorithm module of the air conditioner through the WiFi module, outputs a target control value to the air conditioner actuator module, and controls the air conditioner actuator.
FIG. 3 is a schematic diagram of an intelligent algorithm according to an embodiment of the present invention, wherein an execution target is determined according to user information, as shown in FIG. 3, parameters such as information fed back by an air conditioner and indoor and outdoor environments (temperature and humidity) are transmitted through a WiFi module, and the like, the obtained parameters are input to an air conditioner internal calculation module, and a neural network algorithm is adopted to perform neural network algorithm processing on the processed data through linear processing such as normalization and nonlinear processing such as logarithmic transformation, square root transformation, cubic root, and the like, wherein types of neural network algorithm structure models include network structure models of input layer, hidden layer, and output layer structures, and another types of neural network algorithm model include an output actuator optimal target value.
Each actuator acquires an optimal target value, and controls the compressor frequency, the outer fan rotating speed, the inner fan rotating speed, the opening degree of the expansion valve, the air deflector state (stopping at a certain angle or a wind sweeping state) and the like.
Fig. 4 is a schematic flowchart of a process according to user feedback according to an embodiment of the present invention, and as shown in fig. 4, a user may perform satisfaction evaluation on feedback information, for example, arriving at home, and adjust an air conditioner intelligent algorithm model.
Fig. 5 is a schematic diagram of air conditioner control devices according to an embodiment of the present invention, and as shown in fig. 5, according to another aspect of the embodiment of the present invention, air conditioner control devices are further provided, which include a receiving module 52, a determining module 54 and a control module 56.
A receiving module 52, configured to receive user information sent by a user terminal of a user outside a space where the air conditioner is located; a determining module 54, connected to the receiving module 52, for inputting the user information into an execution model, and outputting an execution target of an actuator of the air conditioner by the execution model, wherein the execution model is formed by training a plurality of sets of training data, and each set of training data includes the input user information and the output corresponding execution target; and the control module 56 is connected with the determination module 54 and is used for controlling the actuator of the air conditioner to execute the execution target, so that when the user enters the space where the air conditioner is located, the environmental parameters of the space where the air conditioner is located reach the environmental target parameters required by the user.
By the device, the receiving module 52 is adopted to receive the user information sent by the user terminal of the user outside the space where the air conditioner is located; the determining module 54 inputs the user information into an execution model, and outputs an execution target of an actuator of the air conditioner by the execution model, wherein the execution model is formed by training a plurality of groups of training data, and each group of training data comprises the input user information and the output corresponding execution target; the control module 56 controls the actuator of the air conditioner to execute the execution target, so that when a user enters the space where the air conditioner is located, the environmental parameters of the space where the air conditioner is located reach the environmental target parameters required by the user, the physical state of the user when the user reaches the space where the air conditioner is located and the state of the space where the air conditioner is located are predicted by receiving user information sent by the user terminal, then the air conditioner is pertinently and pre-started, and the actuator of the air conditioner is controlled to execute the execution target, so that the actuator of the air conditioner achieves the requested change of the execution target, the space where the air conditioner is located can meet the requirement for adjusting the space where the user enters, the intelligent pre-starting of the air conditioner is achieved, and therefore, the user has a better experience when entering the space where the air conditioner is located, the technical effect of creating a comfortable indoor environment for the user in advance is achieved, and the problem that the intelligent degree, the technical problem that a comfortable indoor environment cannot be created for a user in advance.
According to another aspect of the embodiments of the present invention, there is also provided storage media including a stored program, wherein the program, when executed, controls an apparatus in which the storage media is located to perform the method of any of above.
According to another aspect of an embodiment of the present invention, there is also provided processors configured to execute the program, wherein the program when executed performs the method of any above.
The above-mentioned serial numbers of the embodiments of the present invention are merely for description and do not represent the merits of the embodiments.
In the above embodiments of the present invention, the descriptions of the respective embodiments have respective emphasis, and for parts that are not described in detail in a certain embodiment, reference may be made to related descriptions of other embodiments.
In the several embodiments provided in this application, it should be understood that the disclosed technology can be implemented in other manners, wherein the above-described device embodiments are merely illustrative, for example, the division of the units can be logical function divisions, and other divisions can be realized in practice, for example, multiple units or components can be combined or integrated into another systems, or features can be omitted or not executed, in another point, the shown or discussed coupling or direct coupling or communication connection between each other can be through interfaces, indirect coupling or communication connection of units or modules, and can be electric or other forms.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, that is, may be located in places, or may also be distributed on multiple units.
In addition, the functional units in the embodiments of the present invention may be integrated into processing units, or each unit may exist alone physically, or two or more units are integrated into units.
Based on the understanding, the technical solution of the present invention, which is essentially or partially contributed to by the prior art, or all or part of the technical solution, may be embodied in the form of a software product stored in storage media, which includes several instructions for making computer devices (which may be personal computers, servers, or network devices) execute all or part of the steps of the methods described in the embodiments of the present invention.
The foregoing is only a preferred embodiment of the present invention, and it should be noted that, for those skilled in the art, various modifications and decorations can be made without departing from the principle of the present invention, and these modifications and decorations should also be regarded as the protection scope of the present invention.
Claims (10)
1, air conditioner control method, characterized by comprising:
receiving user information sent by a user terminal of a user outside a space where an air conditioner is located;
inputting the user information into an execution model, and outputting an execution target of an actuator of the air conditioner by the execution model, wherein the execution model is formed by training a plurality of groups of training data, and each group of training data comprises the input user information and the output corresponding execution target;
and controlling an actuator of the air conditioner to execute the execution target so that when a user enters a space where the air conditioner is located, the environmental parameters of the space where the air conditioner is located reach the environmental target parameters required by the user.
2. The method of claim 1, wherein inputting the user information into an execution model, outputting an execution target of an actuator of the air conditioner by the execution model comprises:
determining the air conditioner use requirement of the user according to the user information, wherein the air conditioner use requirement comprises the following steps: the running time of the air conditioner and the environmental target parameters of the space where the air conditioner is located;
and determining an execution target of an actuator of the air conditioner through an execution model according to the use requirement of the air conditioner.
3. The method of claim 2, wherein the user information comprises at least of:
user location, user activity status, user physiological parameters, outdoor environmental parameters.
4. The method of claim 3, wherein determining the air conditioning usage demand of the user based on the user information comprises:
determining the running time of the air conditioner according to the user position and the user activity state;
and determining an environment target parameter of the space where the air conditioner is located according to the user physiological parameter and the outdoor environment parameter.
5. The method of claim 4, wherein the actuator comprises at least of:
switch, interior fan, aviation baffle, outer fan, compressor, expansion valve.
6. The method of claim 5, wherein the actuator's execution goals include at least :
the execution target of the switch is the on-off time of the air conditioner;
the execution target of the inner fan is the rotating speed of the inner fan;
the execution target of the air deflector is the air deflector state or the air deflector position;
the execution target of the outer fan is the rotating speed of the outer fan;
the execution target of the compressor is the compressor frequency;
the expansion valve is executed with the expansion valve opening degree as a target.
7. The method of any of , further comprising:
receiving evaluation feedback information of the user;
and feeding back to the execution model according to the evaluation feedback information to adjust the execution model.
8, air conditioner control device, characterized by that, includes:
the receiving module is used for receiving user information sent by a user terminal of a user outside the space where the air conditioner is located;
the determining module is used for inputting the user information into an execution model and outputting an execution target of an actuator of the air conditioner by the execution model, wherein the execution model is formed by training a plurality of groups of training data, and each group of training data comprises the input user information and the output corresponding execution target;
and the control module is used for controlling the actuator of the air conditioner to execute the execution target so that when a user enters the space where the air conditioner is located, the environmental parameters of the space where the air conditioner is located reach the environmental target parameters required by the user.
A storage medium , wherein the storage medium comprises a stored program, and wherein the program, when executed, controls an apparatus in which the storage medium is located to perform the method of any of claims 1 to 7.
A processor of , wherein the processor is configured to run a program, and wherein the program when run performs the method of any of claims 1 to 7.
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Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN113237199A (en) * | 2021-06-07 | 2021-08-10 | 青岛海尔空调电子有限公司 | Control method, computer-readable storage medium, and control device for air conditioner |
| WO2021179958A1 (en) * | 2020-03-09 | 2021-09-16 | 青岛海尔空调器有限总公司 | Intelligent control method for air conditioner, and intelligent control device for air conditioner |
| WO2022073307A1 (en) * | 2020-10-10 | 2022-04-14 | 上海美控智慧建筑有限公司 | Pre-start time control method and apparatus for air conditioner, device, and non-volatile storage medium |
| WO2023024517A1 (en) * | 2021-08-26 | 2023-03-02 | 青岛海尔空调器有限总公司 | Air conditioner control method, control apparatus, and air conditioner |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106322661A (en) * | 2016-08-24 | 2017-01-11 | 刘勇 | Temperature control method for air conditioner and air conditioner |
| 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 |
| CN107860101A (en) * | 2017-09-30 | 2018-03-30 | 珠海格力电器股份有限公司 | Parameter regulation means and device, the air-conditioning equipment of air-conditioning equipment |
| CN108181837A (en) * | 2017-11-28 | 2018-06-19 | 珠海格力电器股份有限公司 | Control method and control device |
| JP2019086226A (en) * | 2017-11-08 | 2019-06-06 | 株式会社コロナ | Air conditioner |
-
2019
- 2019-10-29 CN CN201911040318.1A patent/CN110736232A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106322661A (en) * | 2016-08-24 | 2017-01-11 | 刘勇 | Temperature control method for air conditioner and air conditioner |
| 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 |
| CN107860101A (en) * | 2017-09-30 | 2018-03-30 | 珠海格力电器股份有限公司 | Parameter regulation means and device, the air-conditioning equipment of air-conditioning equipment |
| JP2019086226A (en) * | 2017-11-08 | 2019-06-06 | 株式会社コロナ | Air conditioner |
| CN108181837A (en) * | 2017-11-28 | 2018-06-19 | 珠海格力电器股份有限公司 | Control method and control device |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2021179958A1 (en) * | 2020-03-09 | 2021-09-16 | 青岛海尔空调器有限总公司 | Intelligent control method for air conditioner, and intelligent control device for air conditioner |
| WO2022073307A1 (en) * | 2020-10-10 | 2022-04-14 | 上海美控智慧建筑有限公司 | Pre-start time control method and apparatus for air conditioner, device, and non-volatile storage medium |
| CN113237199A (en) * | 2021-06-07 | 2021-08-10 | 青岛海尔空调电子有限公司 | Control method, computer-readable storage medium, and control device for air conditioner |
| WO2023024517A1 (en) * | 2021-08-26 | 2023-03-02 | 青岛海尔空调器有限总公司 | Air conditioner control method, control apparatus, and air conditioner |
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