CN111306700A - Air conditioner control method and device and computer storage medium - Google Patents
Air conditioner control method and device and computer storage medium Download PDFInfo
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- CN111306700A CN111306700A CN202010162171.XA CN202010162171A CN111306700A CN 111306700 A CN111306700 A CN 111306700A CN 202010162171 A CN202010162171 A CN 202010162171A CN 111306700 A CN111306700 A CN 111306700A
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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
- F24F11/30—Control or safety arrangements for purposes related to the operation of the system, e.g. for safety or monitoring
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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
- F24F11/56—Remote control
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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
- F24F11/64—Electronic processing using pre-stored data
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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
- F24F11/65—Electronic processing for selecting an operating mode
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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
- F24F11/00—Control or safety arrangements
- F24F11/88—Electrical aspects, e.g. circuits
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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
- F24F2110/00—Control inputs relating to air properties
- F24F2110/10—Temperature
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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
- F24F2110/00—Control inputs relating to air properties
- F24F2110/20—Humidity
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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
Abstract
The invention discloses an air conditioner control method, an air conditioner control device and a computer storage medium, wherein the air conditioner control method comprises the following steps: acquiring an identity of a user and an environmental parameter of a space where the user is currently located; inquiring a corresponding relation between the stored user identity and historical air conditioner use data according to the user identity, and acquiring historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is located; the historical air conditioner use data comprises environmental parameters of a historical space and corresponding historical air conditioner operation parameters; and controlling the air conditioner according to the historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is located. The air conditioner control method, the air conditioner control device and the computer storage medium provided by the invention can accurately control the air conditioner according to the environmental parameters of the current space where the user is located, are intelligent in operation and improve the user experience.
Description
Technical Field
The present invention relates to the field of control, and in particular, to a method and an apparatus for controlling an air conditioner, and a computer storage medium.
Background
With the rapid development of internet technology and information technology, there is an increasing demand for automatic control of air conditioners. In the related art, the current operating parameters of the air conditioner, such as temperature, wind speed and the like, can be automatically set for the user according to the previous adjustment or use condition of the user on the operating parameters of the air conditioner. However, the same user is in different environments when the air conditioner is used at different times, for example, the external temperature of the user when the user uses the air conditioner last time may be higher than the external temperature of the user when the user uses the air conditioner currently, and if the user directly calls the last air conditioner use data, the user experience is affected because the air conditioner cannot be accurately controlled.
Disclosure of Invention
The invention aims to provide an air conditioner control method, an air conditioner control device and a computer storage medium, which can accurately control an air conditioner according to the environmental parameters of the current space where a user is located, are intelligent in operation and improve the use experience of the user.
In order to achieve the purpose, the technical scheme of the invention is realized as follows:
in a first aspect, an embodiment of the present invention provides an air conditioner control method, where the method includes:
acquiring an identity of a user and an environmental parameter of a space where the user is currently located;
inquiring a corresponding relation between the stored user identity and historical air conditioner use data according to the user identity, and acquiring historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is located; the historical air conditioner use data comprises environmental parameters of a historical space and corresponding historical air conditioner operation parameters;
and controlling the air conditioner according to the historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is located.
As an embodiment, the obtaining the identity of the user includes:
acquiring a facial image of a user acquired by a camera, and determining an identity of the user according to the facial image of the user; alternatively, the first and second electrodes may be,
acquiring resident identification card information of a user, and determining an identification of the user according to the resident identification card information of the user.
As one embodiment, the environment parameter of the located space includes an environment parameter inside or outside the located space when the air conditioner is turned on and/or off, and the air conditioner operation parameter includes an operation parameter of a corresponding air conditioner when the air conditioner is turned off.
As one embodiment, the environmental parameter of the located space specifically includes at least one of the following parameters: the temperature inside or outside the space, the humidity inside or outside the space, the temperature difference between the inside and the outside of the space, the humidity difference between the inside and the outside of the space, and time information;
the air conditioner operation parameters include at least one of the following parameters: temperature setting, operating mode, wind speed, wind direction.
As an embodiment, the querying, according to the identity of the current user, a stored correspondence between the identity of the user and historical air conditioner usage data to obtain historical air conditioner operating parameters corresponding to environmental parameters of a space where the user is currently located includes:
taking the environmental parameters of the space where the user is currently located as the input of an air conditioner operation model to obtain the air conditioner operation parameters corresponding to the environmental parameters of the space where the user is currently located; the air conditioner operation model is obtained by training based on the environmental parameters of the space where the user history is located and the corresponding historical air conditioner operation parameters.
The identification includes at least one of name, user name, login account number, biometric information, gender and age.
As an embodiment, if the number of the users is multiple, the controlling the air conditioner according to the historical air conditioner operation parameter corresponding to the environmental parameter of the space where the user is currently located further includes:
obtaining external state features of each user, wherein the external state features comprise at least one of the following features: gender type, age type, type of wear;
and adjusting the historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is currently located according to the external state characteristics of each user, and controlling the air conditioner according to the adjusted air conditioner operation parameters.
As an embodiment, the adjusting the historical air conditioner operation parameter corresponding to the environmental parameter of the space where the user is currently located according to the external state feature of each user includes:
inquiring the corresponding relation between the set external state features of the users and the change values of the corresponding air conditioner operation parameters according to the external state features of the users, and determining the change values of the air conditioner operation parameters corresponding to the external state features of the users;
and adjusting the historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is currently located according to the variation values of the air conditioner operation parameters corresponding to the external state characteristics of the users.
In a second aspect, an embodiment of the present invention provides an air conditioner control device, which includes a memory, a processor, and a computer program stored in the memory and executable on the processor, and the processor implements the steps of the air conditioner control method according to the first aspect when executing the computer program.
In a third aspect, an embodiment of the present invention provides a computer storage medium, where a computer program is stored, and the computer program, when executed by a processor, implements the steps of the air conditioner control method according to the first aspect.
The embodiment of the invention provides an air conditioner control method, an air conditioner control device and a computer storage medium, wherein the air conditioner control method comprises the following steps: acquiring an identity of a user and an environmental parameter of a space where the user is currently located; inquiring a corresponding relation between the stored user identity and historical air conditioner use data according to the user identity, and acquiring historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is located; the historical air conditioner use data comprises environmental parameters of a historical space and corresponding historical air conditioner operation parameters; and controlling the air conditioner according to the historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is located. Therefore, the air conditioner can be accurately controlled according to the environmental parameters of the current space where the user is located, the operation is intelligent, and the user experience is improved.
Drawings
Fig. 1 is a schematic flowchart of an air conditioner control method according to an embodiment of the present invention;
fig. 2 is a schematic structural diagram of an air conditioner control device according to an embodiment of the present invention.
Detailed Description
The technical scheme of the invention is further elaborated by combining the drawings and the specific embodiments in the specification. Unless defined otherwise, all technical and scientific terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. The terminology used in the description of the invention herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the invention. As used herein, the term "and/or" includes any and all combinations of one or more of the associated listed items.
Referring to fig. 1, an air conditioner control method provided in an embodiment of the present invention may be executed by an air conditioner control device, where the air conditioner control method may be implemented by software or hardware, and may be integrated in a vehicle-mounted terminal or a cloud server, where the vehicle-mounted terminal may be a vehicle-mounted device, a vehicle-mounted T-BOX, or other devices, and the method includes the following steps:
step S101: acquiring an identity of a user and an environmental parameter of a space where the user is currently located;
here, the user id is used to identify the user's identity, so as to distinguish different users. In practical applications, the identification includes at least one of a name, a user name, a login account number, biometric information, a gender, and an age. The environment parameter of the space where the user is currently located may be used to represent an environment state of the space where the user is currently located, and may include an environment parameter inside the space where the user is currently located and/or an environment parameter outside the space where the user is currently located.
It can be understood that, due to different scenes where the user is located, the manner of obtaining the identity of the user may be different accordingly. For example, when the user is in a vehicle, the identity of the user can be acquired through a vehicle-mounted camera, a biological characteristic acquisition device and the like; when a user is in a hotel, the identity of the user can be acquired through an identity card, a user name, a login account number and the like used during registration of the user; when the user is in the house, the identity of the user can be acquired through the camera, the fingerprint lock and the like. In an embodiment, the obtaining the identity of the user includes: acquiring a facial image of a user acquired by a camera, and determining an identity of the user according to the facial image of the user; or acquiring resident identification card information of the user, and determining the identification of the user according to the resident identification card information of the user.
Specifically, the obtaining of the identity of the user may include obtaining facial image information of the user from a video frame acquired by a camera, and performing identity recognition according to the facial image information of the user to obtain the identity of the user. It can be understood that the air conditioner control device may be pre-stored with the identification labels of different users and the corresponding facial image data, so as to realize rapid identification operation. The acquiring of the identity of the user may further include acquiring resident identification card information of the user, and determining the identity of the user according to the resident identification card information of the user. Here, when the space where the user is located is a room of a hotel or the like where a camera cannot be installed due to legal provisions, the identification of the user, such as name, sex, age, or the like, may be acquired by acquiring registered resident identification card information of the user. It is understood that a resident identification card is a legal document for proving the identity of a holder, and serves as an important identification document for each person. Therefore, different users can be identified by the resident identification card information, namely by comparing the numbers of the different resident identification cards. In addition, when the air conditioner control device is a device such as a vehicle-mounted terminal and the like which can provide a user login operation interface, the identity of the user, such as a user account or a user name used by the user to log in the vehicle-mounted terminal, can be obtained through login information of the device such as the vehicle-mounted terminal and the like which can provide the user login operation interface. Meanwhile, the air conditioner control device can also acquire the biological characteristic information of the user based on the biological characteristic acquisition device, and further acquire the identity of the user according to the acquired biological characteristic information of the user. Here, the biometric acquisition means may include a fingerprint acquisition means, a voiceprint acquisition means, and the like. The fingerprint is characterized in that the fingerprint is taken as the biological characteristic information as the example, the fingerprint refers to the lines generated by the convex and concave unevenness of the skin on the front side of the tail end of the finger of a person, the lines are regularly arranged to form different line types, and the starting points, the ending points, the combining points and the bifurcation points of the lines are called as the minutiae points of the fingerprint. The voiceprint is a general name of a voiceprint model established based on characteristic parameters which are contained in voice and can uniquely represent and identify the identity of a speaker, and the voiceprint identification is a process of identifying the identity of the speaker according to a certain section of voice, namely, the voiceprint identification is a technology for automatically identifying the identity of the speaker according to the information of the speaker contained in a voice waveform. Voiceprints are biological personality characteristics of people, and people with two voiceprints which are identical are difficult to find, so that the voiceprints of each person are different and can be used for identifying users. Therefore, the identification of the user is identified according to the collected video frame containing the user image or the resident identification card information of the user or the biological characteristic information of the user, the operation is convenient and fast, the intelligence is achieved, the accuracy of controlling the air conditioner operation parameters is improved, and the user use experience is further improved.
In an embodiment, the environment parameter of the located space includes an environment parameter inside or outside the located space when the air conditioner is turned on and/or off, and the air conditioner operation parameter includes an operation parameter corresponding to the air conditioner when the air conditioner is turned off.
It can be understood that, according to different environmental parameters of the current space, the user has different requirements for the operating parameters of the air conditioner in the current space. Generally, it may be considered that the operation parameter of the corresponding air conditioner when the user finally turns off the air conditioner may be regarded as the air conditioner operation parameter that is most comfortable for the user under the environmental parameter of the current space, and therefore, the historical operation parameter of the corresponding air conditioner when the user turns off the air conditioner may be recorded, so as to predict the air conditioner operation parameter corresponding to the environmental parameter of the current space of the user according to the historical operation parameter. In one embodiment, the environmental parameter of the space includes at least one of the following parameters: the temperature inside or outside the space, the humidity inside or outside the space, the temperature difference between the inside and the outside of the space, the humidity difference between the inside and the outside of the space, and time information; the air conditioner operation parameters include at least one of the following parameters: temperature setting, operating mode, wind speed, wind direction. Here, the temperature inside or outside the located space and/or the humidity inside or outside the located space may be obtained by a temperature sensor and/or a humidity sensor. Taking the air conditioner as an example of a vehicle-mounted terminal, the vehicle-mounted terminal can respectively acquire the temperature and the humidity inside the vehicle through a temperature sensor and a humidity sensor inside the vehicle, and respectively acquire the temperature and the humidity outside the vehicle through a temperature sensor and a humidity sensor outside the vehicle. The time information is used for indicating information such as current specific date and can be used for judging information such as current season. In addition, the environmental parameters of the space may further include location information, so as to determine information such as the climate of the current location according to the location information.
Step S102: inquiring a corresponding relation between the stored user identity and historical air conditioner use data according to the user identity, and acquiring historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is located; the historical air conditioner use data comprises environmental parameters of a historical space and corresponding historical air conditioner operation parameters;
specifically, according to the identity of the user, inquiring a stored corresponding relation between the identity of the user and historical air conditioner use data, and acquiring historical air conditioner use data corresponding to the identity of the user; and acquiring historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is currently located according to the environmental parameters of the space where the user is currently located and the historical air conditioner use data corresponding to the identity of the user.
It can be understood that the same air conditioner may be used by the same user at different times, or may be used by different users, and in order to distinguish air conditioner usage data of different users, when recording the environmental parameters of the space where the user is located and the corresponding air conditioner operation parameters, the air conditioner control device may bind and store the identification information of the user with the environmental parameters of the space where the user is located and the corresponding air conditioner operation parameters, thereby conveniently distinguishing the environmental parameters of the history located spaces of different users and the corresponding history air conditioner operation parameters, so that after obtaining the identification of a certain user, the environmental parameters of the history located spaces corresponding to the user and the corresponding history air conditioner operation parameters may be obtained.
Here, the environmental parameter of the space where the user is located, such as temperature or humidity, may be divided into a plurality of temperature and/or humidity sections. For example, the temperature range of the space is 26 ℃ to 33 ℃, and the 26 ℃ to 33 ℃ is divided into 4 temperature intervals, namely [26 ℃,27 ℃, 28 ℃,29 ℃, 30 ℃,31 ℃ and [32 ℃,33 ℃, wherein the temperature values are integers. In order to make the subsequent control of the air conditioner more accurate, the temperature interval can be divided into more temperature intervals, for example, every 1 ℃. And determining the air conditioner operation parameter corresponding to each of the plurality of temperature and/or humidity intervals according to the corresponding relation between the environment parameter of the space where the user is located and the air conditioner operation parameter, so as to automatically control the air conditioner according to the air conditioner operation parameter. Therefore, before obtaining the historical air conditioner operation parameters, the corresponding intervals of the environmental parameters of the space where the user is currently located in the predetermined number of temperature and/or humidity intervals need to be determined. For example, when the temperature of the space where the air conditioner a is located is acquired as 30 ℃, it is determined that the temperature range corresponding to the temperature of 30 ℃ is [30 ℃,31 ℃). And after determining the corresponding interval of the environmental parameters of the space where the user is located in the preset number of temperature and/or humidity intervals, searching the historical air conditioner operation parameters corresponding to the interval. For example, if it is determined that the interval corresponding to the temperature of the space where the air conditioner a is located at 30 ℃ is [30 ℃,31 ℃), the historical air conditioner operation parameters corresponding to the interval can be found in the cloud server as "refrigeration, 26 ℃, and stroke".
In an embodiment, the querying, according to the identity of the current user, a stored correspondence between the identity of the user and historical air conditioner usage data to obtain historical air conditioner operating parameters corresponding to environmental parameters of a space where the user is currently located includes: taking the environmental parameters of the space where the user is currently located as the input of an air conditioner operation model to obtain the air conditioner operation parameters corresponding to the environmental parameters of the space where the user is currently located; the air conditioner operation model is obtained by training based on the environmental parameters of the space where the user history is located and the corresponding historical air conditioner operation parameters.
It is to be understood that the air conditioner operation model is constructed in advance and is stored in advance in the air conditioner control device, such as a cloud-side server and/or a vehicle-mounted terminal. The air conditioner operation model is obtained by training based on the environmental parameters of the user's historical space and the corresponding historical air conditioner operation parameters, firstly, a training sample consisting of the environmental parameters of the user's historical space and the corresponding historical air conditioner operation parameters is obtained, the environmental parameters of the historical space are used as the input of the air conditioner operation model established by the existing artificial intelligence algorithm such as a neural network algorithm, and the corresponding historical air conditioner operation parameters are used as the output of the air conditioner operation model so as to train the air conditioner operation model. After the environmental parameters of the current space of the user are acquired, the air conditioner operation parameters corresponding to the environmental parameters of the current space of the user are acquired by calling the air conditioner operation model and taking the environmental parameters of the current space of the user as the input of the air conditioner operation model. After the corresponding air conditioner operation parameters are obtained according to the environment parameters of the current space of the user, the environment parameters of the current space of the user and the corresponding air conditioner operation parameters may be used as the environment parameters of the historical space and the corresponding historical air conditioner operation parameters, so as to continue training the air conditioner operation model. Therefore, an air conditioner operation model is established according to the environment parameters of the historical space where the user is located and the corresponding historical air conditioner operation parameters, so that the air conditioner is controlled according to the environment parameters of the current space where the user is located, the operation is intelligent, and the user experience is improved.
It should be noted that, if a plurality of users exist in the same space at the same time, a comprehensive air conditioner operation parameter can be obtained according to historical air conditioner usage data corresponding to different users. Here, the integrated air conditioner operation parameters may be set according to user profile typical values of big data collection. A user representation is a visual representation of data associated with the user, i.e., user information tagging. The user portrait can be simply understood as a label of mass data, different users are distinguished into different types according to the difference of the target, behavior and viewpoint of the users, then typical features are extracted from each type, and descriptions such as names, photos, some demographic factors, scenes and the like are given to form a character prototype. The core task of user portrayal is to label the user, one label is usually an artificially defined highly refined signature, such as a gender label: female, age group label: 25-35 years old, and so on. And finally, carrying out an average mode on the obtained one or more historical air conditioner operation parameters to obtain comprehensive air conditioner operation parameters.
Step S103: and controlling the air conditioner according to the historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is located.
Specifically, the air conditioner is controlled according to the historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is currently located, which are obtained in step S102, so that the air conditioner automatically operates according to the historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is currently located.
In summary, in the air conditioner control method provided in the above embodiment, after the identity of the user and the environmental parameter of the space where the user is located are obtained, the stored correspondence between the identity of the user and the historical air conditioner usage data is queried according to the identity of the user, the historical air conditioner operation parameter corresponding to the environmental parameter of the space where the user is currently located is obtained, and the air conditioner is controlled according to the historical air conditioner operation parameter corresponding to the environmental parameter of the space where the user is currently located. Therefore, the air conditioner is controlled according to the environmental parameters of the space where the user is located currently, the operation is intelligent, and the user experience is improved.
In an embodiment, if there are a plurality of users, the controlling an air conditioner according to the historical air conditioner operating parameters corresponding to the environmental parameters of the space where the user is currently located further includes:
obtaining external state features of each user, wherein the external state features comprise at least one of the following features: gender type, age type, type of wear;
and adjusting the historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is currently located according to the external state characteristics of each user, and controlling the air conditioner according to the adjusted air conditioner operation parameters.
Here, when it is determined that a plurality of users are present in the space where the users are currently located, the external state characteristics of each of the users, such as whether all the users are males or females, whether all the users are young, whether all the users are cool and comfortable, may be obtained by means of image analysis and the like. Under the same environment, due to different factors such as physical conditions and preferences, the requirements of different users on the air conditioner operation parameters may be different. For example, the temperature suitable for the elderly may be higher than for the middle aged; a more worn person may be subjected to a higher temperature than a less worn person. Therefore, the historical air conditioner operation parameters corresponding to the environment parameters of the space where the user is currently located are adjusted according to the external state characteristics of the users, so that all the users in the same space feel comfortable to the air conditioner operation parameters, and the use experience of the users is further improved.
In an embodiment, the adjusting the historical air conditioner operation parameter corresponding to the environmental parameter of the space where the user is currently located according to the external status feature of each user includes:
inquiring the corresponding relation between the set external state features of the users and the change values of the corresponding air conditioner operation parameters according to the external state features of the users, and determining the change values of the air conditioner operation parameters corresponding to the external state features of the users;
and adjusting the historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is currently located according to the variation values of the air conditioner operation parameters corresponding to the external state characteristics of the users.
It can be understood that the corresponding relationship between the external state characteristics of the user and the variation values of the corresponding air conditioner operation parameters may be preset, for example, when the external state characteristics of the user represent an elderly person, the corresponding air conditioner setting temperature is adjusted up by a setting temperature value; when the external state characteristic representation of the user is less worn, the corresponding air conditioner set temperature is adjusted down to be a set temperature value. The method comprises the steps of inquiring the corresponding relation between the set external state features of the users and the change values of the corresponding air conditioner operation parameters according to the external state features of the users, determining the change values of the air conditioner operation parameters corresponding to the external state features of the users, adjusting the historical air conditioner operation parameters corresponding to the environment parameters of the space where the users are located according to the change values of the air conditioner operation parameters corresponding to the external state features of the users, controlling the air conditioner according to the adjusted air conditioner operation parameters, enabling all the users in the same space to feel comfortable to the result of the adjusted air conditioner operation parameters, and further improving the user experience.
The following describes the air conditioner control method provided in the foregoing embodiment with a specific example, when an intelligent air conditioner (e.g., a vehicle/home/hotel, etc.) records air conditioner usage data of a user, in addition to recording operation parameters such as temperature setting, operation mode, wind speed, wind direction, etc. when the air conditioner is turned off, data such as temperature inside or outside a space where the user is located, humidity inside or outside the space where the user is located, and time information are recorded at the same time. When a user returns home and enters a hotel or a vehicle again, the data such as the temperature, the humidity and the like inside and outside the space where the user is located are obtained, the data such as the relative temperature difference and the relative humidity difference are calculated, the data model collected by the cloud server is called, and the historical air conditioner operation parameters corresponding to the environment parameters of the space where the user is located are obtained. If a plurality of users exist in the same space, comprehensive air conditioner operation parameters are obtained through typical values of user figures collected by big data, historical air conditioner operation parameters and variation values corresponding to environmental parameters of the space where the users are located are adjusted, and then the air conditioner is controlled according to the adjusted air conditioner operation parameters. So, can control the air conditioner according to the environmental parameter in the space that the user is located at present, the operation intelligence has promoted user and has used experience.
Based on the same inventive concept of the foregoing embodiments, an embodiment of the present invention provides an air-conditioning control device, which may be applied to a cloud server or a vehicle-mounted terminal, and referring to fig. 2, the air-conditioning control device includes: a processor 110 and a memory 111 storing computer programs; the processor 110 illustrated in fig. 2 is not used to refer to the number of the processors 110 as one, but is only used to refer to the position relationship of the processor 110 relative to other devices, and in practical applications, the number of the processors 110 may be one or more; similarly, the memory 111 illustrated in fig. 2 is also used in the same sense, that is, it is only used to refer to the position relationship of the memory 111 relative to other devices, and in practical applications, the number of the memory 111 may be one or more. The destination recommendation method described above is implemented when the computer program is run by the processor 110.
The air conditioner control device may further include: at least one network interface 112. The various components of the air conditioning device are coupled together by a bus system 113. It will be appreciated that the bus system 113 is used to enable communications among the components. The bus system 113 includes a power bus, a control bus, and a status signal bus in addition to the data bus. For clarity of illustration, however, the various buses are labeled as bus system 113 in FIG. 2.
The memory 111 in the embodiment of the present invention is used to store various types of data to support the operation of the air conditioner control device. Examples of such data include: any computer program for operating on the air conditioning control unit, such as an operating system and application programs; contact data; telephone book data; a message; a picture; video, etc. The operating system includes various system programs, such as a framework layer, a core library layer, a driver layer, and the like, and is used for implementing various basic services and processing hardware-based tasks. The application programs may include various application programs such as a Media Player (Media Player), a Browser (Browser), etc. for implementing various application services. Here, the program that implements the method of the embodiment of the present invention may be included in an application program.
Based on the same inventive concept of the foregoing embodiments, this embodiment further provides a computer storage medium, where a computer program is stored in the computer storage medium, where the computer storage medium may be a Memory such as a magnetic random access Memory (FRAM), a Read Only Memory (ROM), a Programmable Read Only Memory (PROM), an Erasable Programmable Read Only Memory (EPROM), an Electrically Erasable Programmable Read Only Memory (EEPROM), a flash Memory (flash Memory), a magnetic surface Memory, an optical Disc, or a Compact Disc Read Only Memory (CD-ROM), and the like; or may be a variety of devices including one or any combination of the above memories, such as a mobile phone, computer, tablet device, personal digital assistant, etc. When the computer program stored in the computer storage medium is run by a processor, the air conditioner control method is realized. Please refer to the description of the embodiment shown in fig. 1 for a specific step flow realized when the computer program is executed by the processor, which is not described herein again.
The technical features of the embodiments described above may be arbitrarily combined, and for the sake of brevity, all possible combinations of the technical features in the embodiments described above are not described, but should be considered as being within the scope of the present specification as long as there is no contradiction between the combinations of the technical features.
As used herein, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, including not only those elements listed, but also other elements not expressly listed. The use of the ordinal adjectives "first", "second", etc., to describe an element is merely for distinguishing between similar elements and not intended to imply that the elements so described must be in a given sequence, either temporally, spatially, in ranking, or in any other manner.
The above description is only for the specific embodiments of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art can easily conceive of the changes or substitutions within the technical scope of the present invention, and all the changes or substitutions should be covered within the scope of the present invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the appended claims.
Claims (10)
1. An air conditioner control method, comprising:
acquiring an identity of a user and an environmental parameter of a space where the user is currently located;
inquiring a corresponding relation between the stored user identity and historical air conditioner use data according to the user identity, and acquiring historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is located; the historical air conditioner use data comprises environmental parameters of a historical space and corresponding historical air conditioner operation parameters;
and controlling the air conditioner according to the historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is located.
2. The air conditioner control method according to claim 1, wherein the obtaining of the identity of the user comprises:
acquiring a facial image of a user acquired by a camera, and determining an identity of the user according to the facial image of the user; alternatively, the first and second electrodes may be,
acquiring resident identification card information of a user, and determining an identification of the user according to the resident identification card information of the user.
3. The air conditioner control method according to claim 1, wherein the environmental parameters of the space include environmental parameters inside or outside the space when the air conditioner is turned on and/or off, and the air conditioner operation parameters include operation parameters of a corresponding air conditioner when the air conditioner is turned off.
4. The air conditioner control method according to claim 3, wherein the environmental parameters of the space specifically include at least one of the following parameters: the temperature inside or outside the space, the humidity inside or outside the space, the temperature difference between the inside and the outside of the space, the humidity difference between the inside and the outside of the space, and time information;
the air conditioner operation parameters include at least one of the following parameters: temperature setting, operating mode, wind speed, wind direction.
5. The air conditioner control method according to claim 1, wherein the obtaining of the historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is currently located by querying the stored correspondence between the user identification and the historical air conditioner usage data according to the current user identification comprises:
taking the environmental parameters of the space where the user is currently located as the input of an air conditioner operation model to obtain the air conditioner operation parameters corresponding to the environmental parameters of the space where the user is currently located; the air conditioner operation model is obtained by training based on the environmental parameters of the space where the user history is located and the corresponding historical air conditioner operation parameters.
6. The air conditioner control method according to claim 5, wherein the identification includes at least one of a name, a user name, a login account number, biometric information, a gender and an age.
7. The method according to claim 1, wherein if there are a plurality of users, the controlling the air conditioner according to the historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is currently located further comprises:
obtaining external state features of each user, wherein the external state features comprise at least one of the following features: gender type, age type, type of wear;
and adjusting the historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is currently located according to the external state characteristics of each user, and controlling the air conditioner according to the adjusted air conditioner operation parameters.
8. The air conditioner control method according to claim 7, wherein the adjusting the historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is currently located according to the external state characteristics of each user comprises:
inquiring the corresponding relation between the set external state features of the users and the change values of the corresponding air conditioner operation parameters according to the external state features of the users, and determining the change values of the air conditioner operation parameters corresponding to the external state features of the users;
and adjusting the historical air conditioner operation parameters corresponding to the environmental parameters of the space where the user is currently located according to the variation values of the air conditioner operation parameters corresponding to the external state characteristics of the users.
9. An air conditioning control apparatus comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, characterized in that the processor implements the steps of the air conditioning control method according to any one of claims 1 to 8 when executing the computer program.
10. A computer storage medium storing a computer program, wherein the computer program, when executed by a processor, implements the steps of the air conditioner control method according to any one of claims 1 to 8.
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