CN112783113A - Household equipment control method and electronic equipment - Google Patents
Household equipment control method and electronic equipment Download PDFInfo
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- CN112783113A CN112783113A CN202011315083.5A CN202011315083A CN112783113A CN 112783113 A CN112783113 A CN 112783113A CN 202011315083 A CN202011315083 A CN 202011315083A CN 112783113 A CN112783113 A CN 112783113A
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- 238000000034 method Methods 0.000 title claims abstract description 53
- 238000003287 bathing Methods 0.000 claims abstract description 205
- 230000004044 response Effects 0.000 claims description 23
- 238000012216 screening Methods 0.000 claims description 17
- 238000007621 cluster analysis Methods 0.000 claims description 10
- 238000004138 cluster model Methods 0.000 claims description 4
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 25
- 238000012545 processing Methods 0.000 description 21
- 238000013461 design Methods 0.000 description 17
- 230000001276 controlling effect Effects 0.000 description 11
- 238000010586 diagram Methods 0.000 description 9
- 238000005406 washing Methods 0.000 description 9
- 230000006399 behavior Effects 0.000 description 6
- 238000004891 communication Methods 0.000 description 2
- 238000012790 confirmation Methods 0.000 description 2
- 230000003287 optical effect Effects 0.000 description 2
- 238000006467 substitution reaction Methods 0.000 description 2
- 238000012549 training Methods 0.000 description 2
- 230000003796 beauty Effects 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000005485 electric heating Methods 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 238000010438 heat treatment Methods 0.000 description 1
- 230000002093 peripheral effect Effects 0.000 description 1
- 230000001105 regulatory effect Effects 0.000 description 1
- 230000003068 static effect Effects 0.000 description 1
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/418—Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM]
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B15/00—Systems controlled by a computer
- G05B15/02—Systems controlled by a computer electric
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/906—Clustering; Classification
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B2219/00—Program-control systems
- G05B2219/20—Pc systems
- G05B2219/26—Pc applications
- G05B2219/2642—Domotique, domestic, home control, automation, smart house
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/02—Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]
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- Automation & Control Theory (AREA)
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Abstract
The invention provides a household equipment control method and electronic equipment, which are applied to intelligent household equipment, and the method comprises the following steps: acquiring operation data of home equipment corresponding to a target user; the household equipment comprises bathing equipment and other equipment, bathing time is determined according to the operation data of the bathing equipment, the operation data of the other equipment is screened according to the bathing time to obtain target operation data of the other equipment, the operation data of the bathing equipment and the target operation data of the other equipment are respectively analyzed to obtain control information corresponding to the household equipment, and the household equipment is controlled to operate according to the control information corresponding to the household equipment, so that the household equipment can be accurately controlled according to the use requirements of users, namely, the household equipment is accurately controlled, the satisfaction degree of the users is improved, and further the user experience is improved.
Description
Technical Field
The invention belongs to the technical field of intelligent home furnishing, and particularly relates to a home furnishing equipment control method and electronic equipment.
Background
During bathing with the water heater, a user may also use other equipment, for example, a smart sound box to play music. Therefore, in order to facilitate the use of the user, the operation of the water heater and other equipment can be automatically controlled in the bathing process of the user, namely, a solidified bathing scene is formed based on the general behavior of all people, then the control information of the water heater and other equipment corresponding to the bathing scene is generated, and the operation of the water heater and other equipment corresponding to the user is controlled according to the control information, for example, when the time for the user to go home is reached, the operation of the water heater and other equipment is controlled.
However, the control information of the water heater and other devices is determined based on the behavior of all people, that is, the matching degree with the individual use requirement of the user is poor, so that the operation of the water heater and other devices cannot be accurately controlled according to the use requirement of the user, that is, the operation of household devices cannot be accurately controlled, and the user experience is poor.
Disclosure of Invention
The control method aims to solve the problems in the prior art, namely the problem that the household equipment cannot be accurately controlled to operate in the prior art is solved. The invention provides a household equipment control method and electronic equipment.
In a first aspect, the present invention provides a home device control method, including:
acquiring operation data of home equipment corresponding to a target user; wherein the household equipment comprises bathing equipment and other equipment;
determining bathing time according to the operating data of the bathing equipment, and screening the operating data of other equipment according to the bathing time to obtain target operating data of the other equipment;
analyzing the operation data of the bathing equipment and the target operation data of other equipment respectively to obtain control information corresponding to the household equipment;
and controlling the household equipment to operate according to the control information corresponding to the household equipment.
In one possible design, the bathing time includes a bathing start time and a bathing end time;
screening the operation data of other equipment according to the bathing time to obtain the target operation data of the other equipment, wherein the target operation data comprises the following steps:
acquiring the pre-bath running time and the post-bath running time corresponding to the target user;
acquiring a difference value between the bathing start time and the pre-bathing running time, and taking the difference value as a first target time;
acquiring the sum of the bathing end time and the post-bathing running time, and taking the sum as a second target time;
and screening the operation data of the other equipment according to the first target time and the second target time to obtain the target operation data of the other equipment.
In one possible design, the operational data of the other device includes a plurality of historical operating information, wherein the historical operating information includes historical operating times;
the screening the operation data of the other equipment according to the first target time and the second target time to obtain the target operation data of the other equipment comprises:
for each other device, obtaining historical operation information of historical operation time between the first target time and the second target time from the operation data of the other device, and determining the historical operation information as target operation data of the other device.
In a possible design, the analyzing the operation data of the bathing equipment and the target operation data of the other equipment respectively to obtain the control information corresponding to the home equipment includes:
performing clustering analysis on the operating data of the bathing equipment by adopting a preset clustering model to obtain control information corresponding to the bathing equipment;
for each other device, performing cluster analysis on target operation data corresponding to the other device by adopting the preset cluster model to obtain control information corresponding to the other device;
and arranging the control information corresponding to the bathing equipment and the control information corresponding to other equipment to obtain the control information corresponding to the household equipment.
In one possible design, the control information includes one or more of pre-bath control information, in-bath control information, and post-bath control information;
the arranging the control information corresponding to the bathing equipment and the control information corresponding to each other equipment to obtain the control information corresponding to the home equipment comprises:
arranging the pre-bath control information corresponding to the bathing equipment and the pre-bath control information corresponding to each other equipment based on the time sequence to obtain the pre-bath control information corresponding to the household equipment;
and/or the presence of a gas in the gas,
arranging the in-bath control information corresponding to the bathing equipment and the in-bath control information corresponding to each other equipment based on the time sequence to obtain in-bath control information corresponding to the household equipment;
and/or the presence of a gas in the gas,
and arranging the control information after bathing corresponding to the bathing equipment and the control information after bathing corresponding to each other equipment based on the time sequence to obtain the control information after bathing corresponding to the household equipment.
In a possible design, the controlling the home equipment to operate according to the control information corresponding to the home equipment includes:
pushing control information corresponding to the household equipment to a user terminal corresponding to the target user;
acquiring response information corresponding to the control information corresponding to the household equipment, which is sent by the user terminal;
and updating the control information corresponding to the household equipment according to the response information, and controlling the household equipment to operate according to the updated control information corresponding to the household equipment.
In one possible design, the preset clustering model is modified according to the response information.
In one possible design, the control information corresponding to the home equipment includes at least one piece of to-be-executed operation information, where the to-be-executed operation information includes a to-be-executed operation type and a to-be-executed operation time corresponding to the to-be-executed operation type; the operation types comprise one or a combination of the following types: an on type, a mode setting type, an off type, and a temperature adjustment type.
In a second aspect, the present invention provides a home device control device, including:
the data acquisition module is used for acquiring the operation data of the household equipment corresponding to the target user; wherein the household equipment comprises bathing equipment and other equipment;
the processing module is used for determining bathing time according to the operating data of the bathing equipment and screening the operating data of other equipment according to the bathing time to obtain target operating data of the other equipment;
the processing module is further used for analyzing the operation data of the bathing equipment and the target operation data of the other equipment respectively to obtain control information corresponding to the household equipment;
the processing module is further used for controlling the household equipment to operate according to the control information corresponding to the household equipment.
In one possible design, the bathing time includes a bathing start time and a bathing end time;
the processing module is further configured to:
acquiring the pre-bath running time and the post-bath running time corresponding to the target user;
acquiring a difference value between the bathing start time and the pre-bathing running time, and taking the difference value as a first target time;
acquiring the sum of the bathing end time and the post-bathing running time, and taking the sum as a second target time;
and screening the operation data of the other equipment according to the first target time and the second target time to obtain the target operation data of the other equipment.
In one possible design, the operational data of the other device includes a plurality of historical operating information, wherein the historical operating information includes historical operating times;
the processing module is further configured to:
for each other device, obtaining historical operation information of historical operation time between the first target time and the second target time from the operation data of the other device, and determining the historical operation information as target operation data of the other device.
In one possible design, the processing module is further to:
performing clustering analysis on the operating data of the bathing equipment by adopting a preset clustering model to obtain control information corresponding to the bathing equipment;
for each other device, performing cluster analysis on target operation data corresponding to the other device by adopting the preset cluster model to obtain control information corresponding to the other device;
and arranging the control information corresponding to the bathing equipment and the control information corresponding to other equipment to obtain the control information corresponding to the household equipment.
In one possible design, the control information includes one or more of pre-bath control information, in-bath control information, and post-bath control information;
the processing module is further configured to:
arranging the pre-bath control information corresponding to the bathing equipment and the pre-bath control information corresponding to each other equipment based on the time sequence to obtain the pre-bath control information corresponding to the household equipment;
and/or the presence of a gas in the gas,
arranging the in-bath control information corresponding to the bathing equipment and the in-bath control information corresponding to each other equipment based on the time sequence to obtain in-bath control information corresponding to the household equipment;
and/or the presence of a gas in the gas,
and arranging the control information after bathing corresponding to the bathing equipment and the control information after bathing corresponding to each other equipment based on the time sequence to obtain the control information after bathing corresponding to the household equipment.
In one possible design, the processing module is further to:
pushing control information corresponding to the household equipment to a user terminal corresponding to the target user;
acquiring response information corresponding to the control information corresponding to the household equipment, which is sent by the user terminal;
and updating the control information corresponding to the household equipment according to the response information, and controlling the household equipment to operate according to the updated control information corresponding to the household equipment.
In one possible design, the processing module is further to:
and correcting a preset clustering model according to the response information.
In one possible design, the control information corresponding to the home equipment includes at least one piece of to-be-executed operation information, where the to-be-executed operation information includes a to-be-executed operation type and a to-be-executed operation time corresponding to the to-be-executed operation type; the operation types comprise one or a combination of the following types: an on type, a mode setting type, an off type, and a temperature adjustment type.
In a third aspect, the present invention provides an electronic device comprising: at least one processor and memory;
the memory stores computer-executable instructions;
the at least one processor executes computer-executable instructions stored by the memory, so that the at least one processor executes the household equipment control method according to the first aspect and various possible designs of the first aspect.
In a fourth aspect, the present invention provides a computer-readable storage medium, in which computer-executable instructions are stored, and when a processor executes the computer-executable instructions, the method for controlling a home device according to the first aspect and various possible designs of the first aspect is implemented.
The technical personnel in the field can understand that, the invention provides a household equipment control method and electronic equipment, after acquiring the operation data of the household equipment corresponding to a target user, the bathing time is obtained according to the operation data prediction of the bathing equipment in the household equipment, other equipment in the household equipment is screened according to the bathing time to obtain the target operation data of other equipment related to a bathing scene, then the operation data related to the bathing scene, namely the operation data of the bathing equipment and the operation data of other equipment are analyzed to obtain the control information corresponding to the household equipment, because the control information is determined according to the actual operation condition of the household equipment of the target user, namely the actual use condition of the household equipment of the target user, but not the behavior mode of all people, therefore, the determined control information is more accurate, namely the personal use requirements of the target user are better met, so that the household equipment is controlled to operate according to the control information corresponding to the household equipment, the household equipment can be accurately controlled according to the use requirements of the user, namely the accurate control of the household equipment is realized, the use satisfaction of the user is improved, and the user experience is improved.
Drawings
Preferred embodiments of a home appliance control method and an electronic appliance according to the present invention are described below with reference to the accompanying drawings. The attached drawings are as follows:
fig. 1 is a scene schematic diagram of a home device control method according to an embodiment of the present invention;
fig. 2 is a first flowchart of a home device control method according to an embodiment of the present invention;
fig. 3 is a second flowchart illustrating a home device control method according to an embodiment of the present invention;
fig. 4 is a first schematic diagram illustrating control information display according to an embodiment of the present invention;
fig. 5 is a second schematic diagram of control information display according to an embodiment of the present invention;
fig. 6 is a schematic structural diagram of a household device control device according to an embodiment of the present invention;
fig. 7 is a schematic diagram of a hardware structure of an electronic device according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The terms "first," "second," "third," "fourth," and the like in the description and in the claims, as well as in the drawings, if any, are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used is interchangeable under appropriate circumstances such that the embodiments of the invention described herein are, for example, capable of operation in sequences other than those illustrated or otherwise described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
In the prior art, in order to facilitate the use of users, the electronic device automatically controls the operation of the water heater and other devices, that is, a solidified bathing scene is formed based on the general behavior of all people, then control information of the water heater and other devices corresponding to the bathing scene is generated, and the operation of the water heater and other devices corresponding to each user is controlled according to the control information. However, the control information of the water heater and other devices is determined based on the behavior of all people, that is, the matching degree with the individual use requirement of the user is poor, so that the operation of the water heater and other devices cannot be accurately controlled according to the use requirement of the user, that is, the operation of household devices cannot be accurately controlled, and the user experience is poor.
Therefore, aiming at the problems, the technical idea of the invention is that the bath time of a target user is predicted according to the operation data of bath equipment corresponding to the target user, target operation data related to a bath scene is obtained by screening from the operation data of other equipment according to the bath time, the control information of the household equipment according with the actual use condition of the target user is obtained by carrying out cluster analysis on the operation data of the bath equipment and the operation data of other equipment, namely the control information with higher matching degree with the user requirement is obtained, the household equipment is controlled to operate according to the control information, namely the household equipment is accurately controlled to operate according to the use requirement of the user, so that the accurate control of the household equipment is realized, the satisfaction degree of the use of the user is improved, and the user experience is improved.
The following describes a preferred technical scheme of the household equipment control method and the electronic equipment in the invention with reference to the above drawings.
Fig. 1 is a scene schematic diagram of a home device control method provided by an embodiment of the present invention, as shown in fig. 1, bath devices 101 and other devices 102 corresponding to a target user send current operation data of the bath devices 101 and the other devices 102 to an electronic device 103 at regular intervals, and the electronic device 103 determines control information corresponding to the bath devices 101 and the other devices 102 by using the operation data of the bath devices 101 and the operation data of the other devices 102, that is, control information corresponding to a home device is obtained, and the home device is controlled to operate according to the control information.
Optionally, the bath apparatus 101 is an apparatus required by the user when bathing, and includes a water heater, for example, an intelligent water heater such as an electric water heater and a gas water heater. The other devices 102 are home devices related to a bathing scene, that is, home devices other than bathing devices that may be used during a user's bathing process, and include heating devices (e.g., bathroom heaters, air conditioners), washing machines, smart speakers, electric towel racks, electric curtains, and other smart home devices.
Optionally, the electronic device may be a device with processing capability, such as a server, a computer, a mobile terminal (e.g., a mobile phone, a tablet computer, a wearable device), or may be a smart home device (i.e., the above-mentioned bathing device or other devices), for example, the electronic device is a smart speaker.
Fig. 2 is a first flowchart of a home device control method according to an embodiment of the present invention, where an execution main body of the embodiment may be the electronic device in fig. 1, and the embodiment is not limited herein. As shown in fig. 2, the method includes:
s201, obtaining operation data of household equipment corresponding to a target user, wherein the household equipment comprises bathing equipment and other equipment.
In this embodiment, the home device sends its own operation data to the electronic device in real time or periodically, and the electronic device receives the operation data reported by the home device corresponding to the target user and stores the operation data to a preset location, where the target user is a user who needs to automatically control the operation of the home device.
When the electronic device needs to control the home equipment of the target user to operate, the electronic device acquires the operation data reported by the home equipment corresponding to the target user in a preset time period from a preset position, namely acquires the actual operation data of the home equipment, so as to determine the control information according with the actual situation of the user by using the operation data.
The preset time period can be set according to actual requirements, for example, within one month, and herein, the preset time period is not limited. The preset position is a position for storing data, and the position may be set according to actual conditions, for example, a certain database is used as the preset position, and here, the preset position is not limited.
Optionally, the household equipment comprises bathing equipment and other equipment.
Optionally, the operation data of the home equipment includes a plurality of pieces of historical operation information, where the historical operation information includes a historical operation type and a historical operation time corresponding to the historical operation type. The historical operation time indicates a time when the home equipment performs an operation corresponding to the historical operation type. For example, if one piece of historical operation information of the smart sound box is that the smart sound box is turned on (time a), the historical operation type of the historical operation information is the on type, and the historical operation time is time a.
Accordingly, the historical operation information further includes a historical operation parameter, which indicates an operation parameter of the household equipment and may be an operation parameter set when an operation corresponding to a historical operation type is performed, for example, if one piece of historical operation information of the water heater is that the water heater adjusts a set temperature to 65 ℃ (time a), the set temperature is a temperature to which the water heater needs to be heated, then the historical operation type of the historical operation information is a temperature adjustment type, the historical operation time is time a, and the historical operation parameter is that the set temperature is 65 ℃.
The historical operation type comprises one or more of the following combinations: an on type, a mode setting type, an off type, and a temperature adjustment type.
The mode setting type indicates the mode set by the household equipment, namely the mode in which the household equipment is located, and the temperature adjusting type indicates that the household equipment is performing temperature setting.
It is to be understood that the historical operation information may also include information collected by the home equipment during operation, and the information included in the historical operation information is only an example and is not limited herein.
S202, determining bathing time according to the operation data of the bathing equipment, and screening the operation data of other equipment according to the bathing time to obtain target operation data of other equipment.
In this embodiment, after the operation data of the home equipment corresponding to the target user is acquired, the operation data of the bath equipment is acquired from the operation data of the home equipment, that is, the operation data reported by the bath equipment is acquired, and the bath time is determined according to the operation data reported by the bath equipment, that is, the predicted bath time is determined. And then screening the operation data of other equipment by using the bathing time so as to determine the operation data related to the bathing scene from the operation data of other equipment, thereby obtaining the target operation data of other equipment.
Optionally, the bathing time includes a bathing start time and a bathing end time. The bathing start time represents the predicted time for the user to start bathing, and the bathing end time represents the predicted time for the user to finish bathing.
In addition, optionally, since the user needs to use the shower head when bathing, the bathing time may be determined by performing cluster analysis on the operation data related to the shower head in the operation data of the bathing device, for example, the historical shower head opening time (i.e., the historical bathing start time) and the historical shower head closing time (i.e., the historical bathing end time) may be determined by the operation data, and then the historical shower head opening time is subjected to cluster analysis to obtain the predicted bathing start time, and the historical shower head closing time is subjected to cluster analysis to obtain the predicted bathing end time. Of course, the historical bathing start time and the historical bathing end time may also be determined by other operational data of the bathing arrangement, for example, by the water output of the bathing arrangement, wherein the manner of determining the historical bathing start time and the historical bathing end time is not limited herein.
Further, optionally, when the predicted bathing start time is determined according to the historical bathing start time, a target clustering model may be adopted to perform clustering analysis on a plurality of historical bathing start times to obtain the predicted bathing start time. Similarly, a target clustering model can be adopted to perform clustering analysis on a plurality of historical bathing end times to obtain the predicted bathing end time.
And S203, analyzing the operation data of the bathing equipment and the target operation data of other equipment respectively to obtain control information corresponding to the household equipment.
In this embodiment, after target operation data of other equipment related to a bathing scene is obtained, the operation data of the bathing equipment and the target operation data of the other equipment are subjected to comprehensive analysis to obtain control information corresponding to home equipment, and the control information corresponding to the bathing equipment and the control information corresponding to the other equipment are obtained.
Optionally, the control information corresponding to the home device includes at least one to-be-executed operation information, where the to-be-executed operation information includes a to-be-executed operation type and a to-be-executed operation time corresponding to the to-be-executed operation type. The operation types to be executed include one or a combination of the following: an on type, a mode setting type, an off type, and a temperature adjustment type.
The operation type to be executed represents the type of the operation required to be executed by the household equipment, and the operation time to be executed represents the time for the household equipment to execute the operation corresponding to the operation type to be executed.
In addition, optionally, the to-be-executed operation information further includes to-be-executed operation parameters, where the to-be-executed operation parameters indicate operation parameters that need to be set for the home equipment, and may be the operation parameters that need to be set when an operation corresponding to the to-be-executed operation type is executed, one piece of to-be-executed operation information of the water heater is that the water heater adjusts the set temperature to 60 ℃ (time B), the to-be-executed operation type is a temperature adjustment type, the to-be-executed operation time is time B, and the to-be-executed operation parameters are that the set temperature is 60 ℃.
And S204, controlling the household equipment to operate according to the control information corresponding to the household equipment.
In this embodiment, after the control information corresponding to the home devices is obtained, for each home device, the home device is controlled to operate according to the control information corresponding to the home device, that is, when the home device reaches the operation time to be executed, the operation corresponding to the operation type to be executed corresponding to the operation time to be executed is executed.
In this embodiment, because the control information corresponding to the home equipment is determined according to the actual operation data of the home equipment corresponding to the target user, the control information better conforms to the actual use habit of the target user, that is, the matching degree with the use requirement of the target user is higher, when the home equipment is controlled to operate according to the control information, the water heater and other equipment can be accurately controlled to operate, even if the operation condition of the home equipment conforms to the user requirement.
As can be seen from the above description, after the operation data of the home equipment corresponding to the target user is obtained, the bath time is obtained according to the operation data prediction of the bath equipment in the home equipment, and the other equipment in the home equipment is screened according to the bath time to obtain the target operation data of the other equipment related to the bath scene, and then the operation data related to the bath scene, that is, the operation data of the bath equipment and the operation data of the other equipment are analyzed to obtain the control information corresponding to the home equipment, because the control information is determined according to the actual operation condition of the home equipment of the target user, that is, according to the actual use condition of the home equipment of the target user, rather than according to the behavior mode of all people, the determined control information is more accurate, that is, more meets the personal use requirement of the target user, therefore, the household equipment is controlled to operate according to the control information corresponding to the household equipment, the household equipment can be accurately controlled according to the use requirements of the user, namely, the household equipment is accurately controlled, the satisfaction degree of the user is improved, and the user experience is improved.
Fig. 3 is a flow diagram illustrating a second flow of a home equipment control method according to an embodiment of the present invention, in this embodiment, based on the embodiment of fig. 2, after bathing time is determined according to operation data of bathing equipment, and target operation data is obtained by screening from operation data corresponding to other equipment according to the bathing time, cluster analysis is performed on the operation data of the bathing equipment and the operation data of the other equipment to obtain control information of home equipment meeting user requirements. The process of obtaining the control information of the household equipment by performing cluster analysis on the operation data of the bath equipment and the operation data of other equipment will be described below with reference to a specific embodiment. As shown in fig. 3, the method includes:
s301, obtaining operation data of the home equipment corresponding to the target user. Wherein the household equipment comprises bathing equipment and other equipment.
S302, determining bathing time according to the operation data of the bathing equipment, and screening the operation data of other equipment according to the bathing time to obtain target operation data of other equipment.
In this embodiment, after the bathing time is determined, the operation data of other equipment is screened according to the bathing time, so as to obtain data related to the bathing scene from the operation data of other equipment, and the data is used as target operation data, that is, the target operation data of other equipment is the operation data related to the bathing scene.
In this embodiment, optionally, when determining target operation data of other equipment according to the bathing time, the pre-bath operation time and the post-bath operation time corresponding to the target user are obtained. And acquiring a difference value between the bath starting time and the bath running time, and taking the difference value as a first target time. And acquiring the sum of the bathing end time and the bathing after-running time, and taking the sum as a second target time. And screening the operation data of other equipment according to the first target time and the second target time to obtain the target operation data of other equipment, namely obtaining the operation data related to the bathing scene.
Further, for each other device, historical operation information of the historical operation time between the first target time and the second target time is obtained from the operation data of the other device, and is determined as target operation data of the other device, namely the historical operation time in the historical operation information in the target operation data is greater than or equal to the first target time and is less than or equal to the second target time, so that operation data corresponding to the other device and related to the bathing scene is obtained.
Specifically, a difference value between the bathing start time and the pre-bathing running time is calculated, and the difference value is used as a first target time, namely the bathing start time is subtracted from the pre-bathing running time to obtain a first target time, wherein the first target time represents the starting time of a bathing scene. Correspondingly, the sum of the bathing end time and the pre-bathing running time is calculated and used as a second target time, and the second target time represents the end time of the bathing scene. Thus, the period of time from the first target time to the second target time is a period of time associated with a bathing scenario.
And S303, carrying out clustering analysis on the operation data of the bathing equipment by adopting a preset clustering model to obtain control information corresponding to the bathing equipment.
In this embodiment, a preset clustering model is used to perform clustering analysis on the operation data of the bath equipment to obtain control information corresponding to the bath equipment, that is, the operation data of the bath equipment is input to the preset clustering model, so that the preset clustering model performs clustering analysis on the operation data of the bath equipment to generate control information corresponding to the bath equipment, and the control information corresponding to the bath equipment is output. The control information corresponding to the bathing equipment comprises control operation to be executed and execution time corresponding to the control operation.
And S304, for each other device, performing cluster analysis on the target operation data corresponding to the other device by adopting a preset cluster model to obtain the control information corresponding to the other device.
In this embodiment, for each other device, a preset clustering model is used to perform clustering analysis on the target operation data of the other device to obtain control information corresponding to the other device, that is, the target operation data of the other device is input to the preset clustering model, so that the preset clustering model performs clustering analysis on the target operation data of the other device to generate control information corresponding to the other home device, and outputs the control information corresponding to the other bathing device. The control information corresponding to the other device includes the type of the operation to be executed and the corresponding operation time to be executed.
Taking a specific application as an example, the other equipment comprises a washing machine, target operation data of the washing machine is input into a preset clustering model, the target operation data comprises historical time when the washing machine executes operation corresponding to an opening type, namely the opening time of the washing machine, and the preset clustering model conducts clustering analysis on the opening time of the washing machine to obtain operation time to be executed corresponding to the opening type, namely the predicted opening time of the washing machine.
The method comprises the steps that a preset clustering model is a trained model, historical operating data of home equipment are used for training in the process of training an initial clustering model, and data fields of startup and shutdown, function mode setting, temperature adjustment and the like, namely data of various operation types, time, operation parameters and the like, are mainly trained, so that the obtained preset clustering model can accurately perform clustering analysis on the operating data of the home equipment, and to-be-executed operation information corresponding to the home equipment is obtained.
Optionally, the preset clustering model may be a hierarchical clustering model.
S305, arranging the control information corresponding to the bathing equipment and the control information corresponding to other equipment to obtain the control information corresponding to the household equipment.
In this embodiment, after the control information corresponding to the bathing equipment and the control information corresponding to each other equipment are obtained, for convenience of control, the control information corresponding to the bathing equipment and the control information corresponding to each other equipment may be arranged according to a time sequence to obtain the control information corresponding to the home equipment, that is, the control information related to the bathing scene, where the control information conforms to an operation trajectory of the target user in the bathing scene.
Wherein the control information comprises one or more of pre-bath control information, in-bath control information, and post-bath control information. The pre-bath control information indicates control information to be performed from the first target time to the bathing start time. The in-bath control information represents control information to be executed from the bathing start time to the bathing end time. The post-bath control information indicates control information to be performed from the bathing end time to the second target time.
In this embodiment, optionally, when the control information corresponding to the bath apparatus and the control information corresponding to each other apparatus are arranged, the control information before bath, the control information in bath, and the control information after bath are respectively arranged, and the specific process is as follows: and arranging the pre-bath control information corresponding to the bath equipment and the pre-bath control information corresponding to each other equipment based on the time sequence to obtain the pre-bath control information corresponding to the household equipment. And/or arranging the in-bath control information corresponding to the bathing equipment and the in-bath control information corresponding to each other equipment based on the time sequence to obtain the in-bath control information corresponding to the household equipment. And/or arranging the control information after bathing corresponding to the bathing equipment and the control information after bathing corresponding to each other equipment based on the time sequence to obtain the control information after bathing corresponding to the household equipment.
Specifically, when the pre-bath control information is arranged, the pre-bath control information corresponding to the bathing equipment and other equipment is comprehensively ordered according to the time sequence, namely the sequence of the operation time to be executed in the pre-bath control information, and the pre-bath control information with the shorter operation time to be executed is ordered earlier, so that the pre-bath control information corresponding to the home equipment is obtained. For example, the bath start time is 3:24, the first target time is 1:24, and after arranging the pre-bath control information corresponding to the bath equipment and other equipment, the obtained pre-bath control information corresponding to the home equipment is: the method comprises the steps of starting a water heater (2:10) - -, starting a bathroom heater (3:10) - -, playing music by an intelligent sound box (3:20) - -, closing a curtain (3: 23).
Correspondingly, when the control information in the bath is arranged, the control information before the bath corresponding to the bath equipment and other equipment is comprehensively sequenced according to the time sequence, namely the sequence of the operation time to be executed in the control information in the bath, and the control information in the bath with the shorter operation time to be executed is sequenced earlier, so that the control information in the bath corresponding to the household equipment is obtained. For example, the bathing start time is 3:24, the bathing end time is 3: and 54, after arranging the control information in the bath corresponding to the bath equipment and other equipment, obtaining the control information in the bath corresponding to the household equipment as follows: the method comprises the steps of starting a shower (3:24) - - > replacing a channel of the intelligent sound box (3:44) - - > regulating the temperature of the shower (3:44) - - > closing the shower (3: 54).
Correspondingly, when the control information after bathing is arranged, the control information after bathing corresponding to the bathing equipment and other equipment is comprehensively sequenced according to the time sequence, namely the sequence of the operation time to be executed in the control information after bathing, and the control information after bathing with short operation time to be executed is sequenced earlier, so that the control information after bathing corresponding to the household equipment is obtained. For example, the end time of bathing is 3:54, the second target time is 5:54, and after arranging the control information after bathing corresponding to the bathing equipment and other equipment, the obtained control information after bathing corresponding to the household equipment is as follows: the electric heating towel rack is started (3:55) - - > the washing machine is started (4:00) - - > the air conditioner is started (4:20) - - > the water purifier is started (4: 21).
In addition, optionally, the time to perform the operation may also be a time including a specific date, for example, 1991/3/23: 55, that is, the time to perform the operation is 3/2/3/5/1991. In addition, the control information of the home devices may also include control information of the home devices within a certain time, for example, the control information of the washing machine includes control information within a week.
And S306, controlling the household equipment to operate according to the control information corresponding to the household equipment.
In this embodiment, after the control information corresponding to the home device is obtained, when the time for the operation to be performed in the operation information to be performed corresponding to one home device arrives, the home device is controlled to perform the control operation corresponding to the operation type to be performed in the operation information to be performed, so as to implement automatic control on the home device. The control information is determined according to actual operation data of the household equipment corresponding to the target user, and personalized control of the household equipment can be achieved, so that accurate control of the household equipment is achieved, and the requirements of the user are met.
In addition, optionally, when the home equipment is controlled to run according to the to-be-executed operation information, if the to-be-executed operation information includes the to-be-executed operation parameter, the home equipment also needs to be controlled to set the parameter according to the to-be-executed operation parameter, for example, the set temperature is set to 60 ℃.
Optionally, in order to make the control information corresponding to the home device better conform to the user's beauty, after determining the control information related to the bathing scene, that is, after determining the control information of the home device according to the operation data of the home device, the control information corresponding to the home device is pushed to the user terminal corresponding to the target user, and the response information corresponding to the control information corresponding to the home device and sent by the user terminal is obtained. And updating the control information corresponding to the household equipment according to the response information, and controlling the household equipment to operate according to the updated control information corresponding to the household equipment.
Specifically, the electronic device sends control information of the home equipment to a user terminal corresponding to a target user, so that the target user can obtain the control information related to bathing scene information through the user terminal, and confirms the control information to confirm whether operation information to be executed included in the control information meets requirements, namely whether adjustment is needed, and the user terminal generates response information corresponding to the control information according to the confirmation condition of the target user, wherein the response information includes one or more of operation information to be deleted, operation information to be added and operation information to be modified. The electronic equipment updates the control information of the household equipment according to the response information sent by the user terminal, namely deletes, adds and/or modifies the operation information to be executed in the control information to obtain the updated control information, and controls the household equipment to operate according to the updated control information, so that the updated control information better meets the use requirements of the user, and the household equipment can be more accurately controlled to operate according to the use requirements of the user.
The operation information to be deleted represents operation information to be executed which needs to be deleted in control information corresponding to the household equipment; the operation information to be added represents operation information to be added, and the operation information comprises operation types to be executed by the household equipment and corresponding execution operation time, for example, the operation information to be added is exhaust fan opening (4: 00); the operation information to be modified comprises operation information to be executed which needs to be modified and corresponding target operation information, so that the electronic equipment modifies the operation information to be executed into the target operation information.
In addition, optionally, when the control information corresponding to the home equipment is sent to the user terminal, when the user terminal is a mobile terminal, the user terminal may directly display all the control information corresponding to the bathing scene (as shown in fig. 4), or may display the corresponding control information in different scenes, that is, the control information corresponding to the scene before bathing, the control information corresponding to the scene in bathing, and the control information corresponding to the scene after bathing are separately displayed (as shown in a, b, and c in fig. 5).
In addition, the user terminal can also be an intelligent sound box which can play control information corresponding to the household equipment in a voice mode and acquire response information input by the user in the voice mode.
In any embodiment, optionally, after the response information is obtained, the preset clustering model may be modified according to the response information, that is, the updated control information may update the preset clustering model, so that the accuracy of the preset clustering model is higher, and the control information more meeting the user requirement is obtained.
In this embodiment, when controlling the operation of the home equipment, the operation of the home equipment related to the scene before bath may be controlled according to the control information before bath, the operation of the home equipment related to the scene in bath may be controlled according to the control information in bath, and the operation of the home equipment related to the scene after bath may be controlled according to the control information after bath, which may be controlled in different scenes to implement accurate control of bath.
In this embodiment, after the control information corresponding to the home device is obtained, the control information is sent to the user terminal, so that the target user confirms the control information, the user terminal generates corresponding response information according to the confirmation condition of the user, and sends the response information to the electronic device, so that the electronic device updates the control information according to the response information, thereby making the updated control information better conform to the use condition of the user, avoiding performing unnecessary control, and realizing accurate control of the home device.
Fig. 6 is a schematic structural diagram of a home device control device provided in an embodiment of the present invention, and as shown in fig. 6, the home device control device 60 may include: a data acquisition module 601 and a processing module 602.
The data obtaining module 601 is configured to obtain operation data of the home equipment corresponding to the target user. Wherein the household equipment comprises bathing equipment and other equipment.
The processing module 602 is configured to determine bath time according to the operation data of the bath apparatus, and screen the operation data of other apparatuses according to the bath time to obtain target operation data of the other apparatuses.
The processing module 602 is further configured to analyze the operation data of the bathing device and the target operation data of other devices, respectively, to obtain control information corresponding to the home device.
The processing module 602 is further configured to control the operation of the home equipment according to the control information corresponding to the home equipment.
Optionally, the bathing time includes a bathing start time and a bathing end time.
Optionally, the control information corresponding to the home device includes at least one to-be-executed operation information, where the to-be-executed operation information includes a to-be-executed operation type and a to-be-executed operation time corresponding to the to-be-executed operation type. The operation types comprise one or a combination of the following: an on type, a mode setting type, an off type, and a temperature adjustment type.
In another embodiment of the present invention, on the basis of fig. 6, the processing module 602 is further configured to:
and carrying out clustering analysis on the operation data of the bathing equipment by adopting a preset clustering model to obtain the control information corresponding to the bathing equipment.
And for each other device, performing clustering analysis on the target operation data corresponding to the other device by adopting a preset clustering model to obtain control information corresponding to the other device.
And arranging the control information corresponding to the bathing equipment and the control information corresponding to other equipment to obtain the control information corresponding to the household equipment.
In any embodiment, optionally, the processing module 602 is further configured to:
and acquiring the pre-bath running time and the post-bath running time corresponding to the target user.
And acquiring a difference value between the bath starting time and the bath running time, and taking the difference value as a first target time.
And acquiring the sum of the bathing end time and the bathing after-running time, and taking the sum as a second target time.
And screening the operation data of other equipment according to the first target time and the second target time to obtain the target operation data of other equipment.
In any embodiment, optionally, the operation data of the other device includes a plurality of historical operation information, wherein the historical operation information includes historical operation time.
The processing module 602 is further configured to:
for each other device, historical operation information of the historical operation time between the first target time and the second target time is obtained from the operation data of the other device and is determined as target operation data of the other device.
Further, optionally, the control information includes one or more of pre-bath control information, in-bath control information, and post-bath control information.
The processing module 602 is further configured to:
and arranging the pre-bath control information corresponding to the bath equipment and the pre-bath control information corresponding to each other equipment based on the time sequence to obtain the pre-bath control information corresponding to the household equipment.
And/or the presence of a gas in the gas,
and arranging the in-bath control information corresponding to the bath equipment and the in-bath control information corresponding to each other equipment based on the time sequence to obtain in-bath control information corresponding to the household equipment.
And/or the presence of a gas in the gas,
and arranging the control information after bathing corresponding to the bathing equipment and the control information after bathing corresponding to each other equipment based on the time sequence to obtain the control information after bathing corresponding to the household equipment.
In this embodiment, optionally, the processing module 602 is further configured to:
and pushing the control information corresponding to the household equipment to a user terminal corresponding to the target user.
And acquiring response information corresponding to the control information corresponding to the household equipment, which is sent by the user terminal.
And updating the control information corresponding to the household equipment according to the response information, and controlling the household equipment to operate according to the updated control information corresponding to the household equipment.
In one possible design, the processing module 602 is further configured to:
and correcting the preset clustering model according to the response information.
For detailed functional description of each module in this embodiment, reference is made to the description of the embodiment of the method, and the detailed description is not provided herein.
Fig. 7 is a schematic diagram of a hardware structure of an electronic device according to an embodiment of the present invention. As shown in fig. 7, the server 70 provided in the present embodiment includes: at least one processor 701 and a memory 702. The server 70 further comprises a communication component 703. The processor 701, the memory 702, and the communication section 703 are connected by a bus 704.
In a specific implementation process, the at least one processor 701 executes computer-executable instructions stored in the memory 702, so that the at least one processor 701 executes the home device control method executed by the server.
For a specific implementation process of the processor 701, reference may be made to the above method embodiments, which implement principles and technical effects similar to each other, and details of this embodiment are not described herein again.
In the embodiment shown in fig. 7, it should be understood that the Processor may be a Central Processing Unit (CPU), other general purpose processors, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), etc. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like. The steps of a method disclosed in connection with the present invention may be embodied directly in a hardware processor, or in a combination of the hardware and software modules within the processor.
The memory may comprise high speed RAM memory and may also include non-volatile storage NVM, such as at least one disk memory.
The bus may be an Industry Standard Architecture (ISA) bus, a Peripheral Component Interconnect (PCI) bus, an Extended ISA (EISA) bus, or the like. The bus may be divided into an address bus, a data bus, a control bus, etc. For ease of illustration, the buses in the figures of the present application are not limited to only one bus or one type of bus.
The embodiment of the invention provides a computer-readable storage medium, wherein a computer execution instruction is stored in the computer-readable storage medium, and when a processor executes the computer execution instruction, the home equipment control method in the above method embodiment is realized.
The computer-readable storage medium may be implemented by any type of volatile or non-volatile memory device or combination thereof, such as Static Random Access Memory (SRAM), electrically erasable programmable read-only memory (EEPROM), erasable programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, magnetic or optical disk. Readable storage media can be any available media that can be accessed by a general purpose or special purpose computer.
An exemplary readable storage medium is coupled to the processor such the processor can read information from, and write information to, the readable storage medium. Of course, the readable storage medium may also be an integral part of the processor. The processor and the readable storage medium may reside in an Application Specific Integrated Circuits (ASIC). Of course, the processor and the readable storage medium may also reside as discrete components in the apparatus.
Those of ordinary skill in the art will understand that: all or a portion of the steps of implementing the above-described method embodiments may be performed by hardware associated with program instructions. The program may be stored in a computer-readable storage medium. When executed, the program performs steps comprising the method embodiments described above; and the aforementioned storage medium includes: various media that can store program codes, such as ROM, RAM, magnetic or optical disks.
So far, the technical solutions of the present invention have been described in connection with the preferred embodiments shown in the drawings, but it is easily understood by those skilled in the art that the scope of the present invention is obviously not limited to these specific embodiments. Equivalent changes or substitutions of related technical features can be made by those skilled in the art without departing from the principle of the invention, and the technical scheme after the changes or substitutions can fall into the protection scope of the invention.
Claims (10)
1. A home equipment control method is characterized by comprising the following steps:
acquiring operation data of home equipment corresponding to a target user; wherein the household equipment comprises bathing equipment and other equipment;
determining bathing time according to the operating data of the bathing equipment, and screening the operating data of other equipment according to the bathing time to obtain target operating data of the other equipment;
analyzing the operation data of the bathing equipment and the target operation data of the other equipment respectively to obtain control information corresponding to the household equipment;
and controlling the household equipment to operate according to the control information corresponding to the household equipment.
2. The method of claim 1, wherein the bathing time comprises a bathing start time and a bathing end time;
the step of screening the operation data of other equipment according to the bathing time to obtain the target operation data of the other equipment comprises the following steps:
acquiring the pre-bath running time and the post-bath running time corresponding to the target user;
acquiring a difference value between the bathing start time and the pre-bathing running time, and taking the difference value as a first target time;
acquiring the sum of the bathing end time and the post-bathing running time, and taking the sum as a second target time;
and screening the operation data of the other equipment according to the first target time and the second target time to obtain the target operation data of the other equipment.
3. The method of claim 2, wherein the operational data of the other device comprises a plurality of historical operational information, wherein the historical operational information comprises historical operational time;
the screening the operation data of the other equipment according to the first target time and the second target time to obtain the target operation data of the other equipment comprises:
for each other device, obtaining historical operation information of historical operation time between the first target time and the second target time from the operation data of the other device, and determining the historical operation information as target operation data of the other device.
4. The method according to claim 1, wherein the analyzing the operation data of the bathing equipment and the target operation data of the other equipment to obtain the control information corresponding to the home equipment comprises:
performing clustering analysis on the operating data of the bathing equipment by adopting a preset clustering model to obtain control information corresponding to the bathing equipment;
for each other device, performing cluster analysis on target operation data corresponding to the other device by adopting the preset cluster model to obtain control information corresponding to the other device;
and arranging the control information corresponding to the bathing equipment and the control information corresponding to other equipment to obtain the control information corresponding to the household equipment.
5. The method of claim 4, wherein the control information comprises one or more of pre-bath control information, in-bath control information, and post-bath control information;
the arranging the control information corresponding to the bathing equipment and the control information corresponding to each other equipment to obtain the control information corresponding to the home equipment comprises:
arranging the pre-bath control information corresponding to the bathing equipment and the pre-bath control information corresponding to each other equipment based on the time sequence to obtain the pre-bath control information corresponding to the household equipment;
and/or the presence of a gas in the gas,
arranging the in-bath control information corresponding to the bathing equipment and the in-bath control information corresponding to each other equipment based on the time sequence to obtain in-bath control information corresponding to the household equipment;
and/or the presence of a gas in the gas,
and arranging the control information after bathing corresponding to the bathing equipment and the control information after bathing corresponding to each other equipment based on the time sequence to obtain the control information after bathing corresponding to the household equipment.
6. The method according to claim 1, wherein the controlling the home equipment to operate according to the control information corresponding to the home equipment comprises:
pushing control information corresponding to the household equipment to a user terminal corresponding to the target user;
acquiring response information corresponding to the control information corresponding to the household equipment, which is sent by the user terminal;
and updating the control information corresponding to the household equipment according to the response information, and controlling the household equipment to operate according to the updated control information corresponding to the household equipment.
7. The method of claim 6, further comprising:
and correcting a preset clustering model according to the response information.
8. The method according to any one of claims 1 to 7, wherein the control information corresponding to the household equipment comprises at least one piece of operation information to be executed, wherein the operation information to be executed comprises an operation type to be executed and operation time to be executed corresponding to the operation type; the operation types comprise one or a combination of the following types: an on type, a mode setting type, an off type, and a temperature adjustment type.
9. An electronic device, comprising: at least one processor and memory;
the memory stores computer-executable instructions;
the at least one processor executes computer-executable instructions stored by the memory, so that the at least one processor performs the home device control method according to any one of claims 1 to 8.
10. A computer-readable storage medium, wherein the computer-readable storage medium stores computer-executable instructions, and when a processor executes the computer-executable instructions, the home device control method according to any one of claims 1 to 8 is implemented.
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