CN110687804B - Household appliance control method, household appliance control device, storage medium, household appliance control system and terminal - Google Patents
Household appliance control method, household appliance control device, storage medium, household appliance control system and terminal Download PDFInfo
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- G—PHYSICS
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- 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
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- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
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Abstract
The application relates to the field of household appliance control, in particular to a household appliance control method, a household appliance control device, a storage medium, a household appliance control system and a terminal, wherein the method comprises the following steps: acquiring current environmental parameters fed back by the household appliance; responding to an environmental parameter adjusting instruction sent by a client, calculating a target environmental parameter according to the fuzzy clustering analysis model, and generating an environmental parameter adjusting scheme containing the target environmental parameter; and sending the environment parameter adjusting scheme to the household appliance, and controlling the household appliance to adjust the current environment parameter of the household appliance to the target environment parameter according to the environment parameter adjusting scheme. The application can improve the diversity and the isomerism of household appliance control, meet the individual requirements of different users, and finally achieve the purpose of enabling the users to obtain the best body feeling comfort.
Description
Technical Field
The present application relates to the field of home appliance control, and in particular, to a home appliance control method, device, storage medium, home appliance control system, and terminal.
Background
The control of the existing household electrical appliance is usually based on preset parameters, when a preset parameter control instruction is received, the household electrical appliance adjusts the parameters of the household electrical appliance to target parameters without considering actual environmental requirements, and meanwhile, the preference problems of different crowds cannot be adjusted, so that the parameters of the household electrical appliance are adjusted and solidified, and the application universality of the household electrical appliance is reduced.
Disclosure of Invention
In order to solve the problem that household appliances in the prior art cannot meet the adjustment of personalized requirements and preference requirements of randomly forming groups, the following technical scheme is provided:
in a first aspect, the present application provides a method for controlling a home appliance, including:
acquiring current environmental parameters fed back by the household appliance;
responding to an environmental parameter adjusting instruction sent by a client, calculating a target environmental parameter according to the fuzzy clustering analysis model, and generating an environmental parameter adjusting scheme containing the target environmental parameter;
and sending the environment parameter adjusting scheme to the household appliance, and controlling the household appliance to adjust the current environment parameter of the household appliance to the target environment parameter according to the environment parameter adjusting scheme.
Further, the responding to the environmental parameter adjustment instruction sent by the client includes:
responding to an environment parameter accurate adjustment instruction sent by a client;
after responding to the environment parameter accurate adjustment instruction sent by the client, the method further comprises the following steps:
and receiving the current environmental parameters fed back by the household appliance equipment based on the environmental parameter calling instruction sent by the client, and sending the current environmental parameters to the client.
Further, the responding to the environmental parameter adjustment instruction sent by the client includes:
simplifying and adjusting instructions in response to the environmental parameters sent by the client;
the method further comprises the following steps:
acquiring historical environment parameters and feedback data of the historical environment parameters as reference data;
and calculating target environment parameters according to the reference data, and generating an environment parameter adjusting scheme containing the target environment parameters.
Further, the client comprises at least two clients; the method comprises the following steps of responding to an environmental parameter adjusting instruction sent by a client, calculating a target environmental parameter according to a fuzzy clustering analysis model, and generating an environmental parameter adjusting scheme containing the target environmental parameter, wherein the method comprises the following steps:
responding to environmental parameter adjusting instructions sent by at least two clients, and calculating independent target environmental parameters of the clients;
constructing geometric characteristics under a multidimensional space according to the independent target environment parameters of each client;
determining an optimal solution of the geometric features meeting the limiting conditions based on the set limiting conditions, and taking the optimal solution as a target environment parameter;
and generating an environmental parameter adjustment scheme containing the target environmental parameters.
Further, the fuzzy clustering analysis model is generated by the following steps:
acquiring original data of environmental parameters of a plurality of groups of household electrical appliances, wherein each group of original data comprises at least two different environmental parameters;
converting the original data into a domain of discourse, and establishing an original data matrix according to the domain of discourse;
standardizing the original data, and constructing a fuzzy evaluation matrix according to the standardized original data;
and generating a fuzzy clustering analysis model according to the original data matrix and the fuzzy evaluation matrix.
In a second aspect, the present application further provides a home appliance control device, including:
an acquisition module: the system comprises a feedback module, a feedback module and a feedback module, wherein the feedback module is used for acquiring current environmental parameters fed back by the household appliance;
a calculation module: the system comprises a fuzzy clustering analysis model, a client and a server, wherein the fuzzy clustering analysis model is used for responding to an environmental parameter adjusting instruction sent by the client, calculating a target environmental parameter according to the fuzzy clustering analysis model and generating an environmental parameter adjusting scheme containing the target environmental parameter;
a control module: and the household appliance is controlled to adjust the current environmental parameters of the household appliance to the target environmental parameters according to the environmental parameter adjusting scheme.
In a third aspect, the present application further provides a method for controlling a home appliance, including:
the client sends an environmental parameter calling instruction to the server;
the server receives the environmental parameter calling instruction and transmits the environmental parameter calling instruction to the household appliance;
the household appliance responds to the environmental parameter calling instruction to obtain current environmental parameters, and feeds the current environmental parameters back to the server;
the server transmits the current environmental parameters to the client, receives an environmental parameter adjusting instruction sent by the client, calculates target environmental parameters according to a fuzzy clustering analysis model, generates an environmental parameter adjusting scheme containing the target environmental parameters, and sends the environmental parameter adjusting scheme to the household appliance so as to control the household appliance to adjust the current environmental parameters of the household appliance to the target environmental parameters according to the environmental parameter adjusting scheme;
and the household appliance adjusts the current environmental parameters of the household appliance to the target environmental parameters according to the environmental parameter adjusting scheme.
In a fourth aspect, the present application further provides a home appliance control system, including:
the client, the household appliance and the server are in communication connection, and the household appliance control method is realized under the synergistic action.
In a fifth aspect, the present application further provides a computer-readable storage medium, on which a computer program is stored, and the computer program, when executed by a processor, implements the above-mentioned home appliance control method.
In a sixth aspect, the present application also provides a terminal device comprising one or more processors, a memory, and one or more computer programs, wherein the one or more computer programs are stored in the memory and configured to be executed by the one or more processors, and the one or more programs are configured to perform the above-mentioned appliance control method.
Compared with the prior art, the application has the following beneficial effects:
1. the control method comprises the steps of obtaining current environmental parameters fed back by the household appliance, responding to an environmental parameter adjusting instruction sent by a client, calculating target environmental parameters according to a fuzzy clustering analysis model, generating an environmental parameter adjusting scheme containing the target environmental parameters, sending the environmental parameter adjusting scheme to the household appliance, controlling the household appliance to adjust the current environmental parameters of the household appliance to the target environmental parameters according to the environmental parameter adjusting scheme, meeting the requirement of a user on the somatosensory comfort level, improving the diversity and the heterogeneity of household appliance control, meeting the individual requirements of different users, and finally achieving the purpose of enabling the user to obtain the best somatosensory comfort level.
2. Through setting up the accurate mode of adjusting of environmental parameter, can accurate present environmental parameter that the display household electrical appliances monitored on the client to supply the user to look over on the client current environmental parameter, simultaneously, convenience of customers is right on the client current environmental parameter carries out accurate the regulation, will environmental parameter accurate regulation is to purpose environmental parameter, improves the variety and the isomerism that improve household electrical appliances control.
3. Through setting up the environmental parameter and simplifying the regulation mode, satisfy different people and require differently to the environmental parameter difference of difference to satisfy the crowd's requirement to environmental parameter accurate control, simplify the regulation scheme that the adjustment instruction obtained environmental parameter fast from historical environmental parameter through, implement the quick adjustment to environmental parameter.
4. The method comprises the steps of receiving adjustment instructions of a plurality of clients on the environmental parameters of the household appliance, converting the adjustment instructions into geometric characteristics in a multi-dimensional space, determining the optimal solution of the geometric characteristics meeting the limiting conditions based on the set limiting conditions, and taking the optimal solution as the target environmental parameters, so that the satisfaction degree of the plurality of users on the target environmental parameters is the highest, and the accuracy of environmental parameter adjustment is improved.
Additional aspects and advantages of the present application will be set forth in part in the description which follows and, in part, will be obvious from the description, or may be learned by practice of the present application.
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The foregoing and/or additional aspects and advantages of the present application will become apparent and readily appreciated from the following description of the embodiments, taken in conjunction with the accompanying drawings of which:
fig. 1 is a schematic diagram of an embodiment of a home appliance control method according to the present application;
FIG. 2 is a schematic diagram of an embodiment of a fine tuning interface and a status display interface on a client according to the present application;
fig. 3 is a schematic diagram of an embodiment of a home appliance control system according to the present application;
fig. 4 is a schematic view of an embodiment of a home appliance control device according to the present application;
fig. 5 is a schematic structural diagram of an embodiment of a terminal device according to the present application.
Detailed Description
Reference will now be made in detail to embodiments of the present application, examples of which are illustrated in the accompanying drawings, wherein like or similar reference numerals refer to the same or similar elements or elements having the same or similar function throughout. The embodiments described below with reference to the drawings are exemplary only for the purpose of explaining the present application and are not to be construed as limiting the present application.
As used herein, the singular forms "a", "an", "the" and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise. It will be further understood that the terms "comprises" and/or "comprising," when used in this specification, specify the presence of stated features, integers, steps, or operations, but do not preclude the presence or addition of one or more other features, integers, steps, operations, or groups thereof.
It will be understood by those within the art that, unless otherwise defined, all terms (including technical and scientific terms) used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this application belongs. It will be further understood that terms, such as those defined in commonly used dictionaries, should be interpreted as having a meaning that is consistent with their meaning in the context of the prior art and will not be interpreted in an idealized or overly formal sense unless expressly so defined herein.
An embodiment of the present application provides a home appliance control method, as shown in fig. 1, the home appliance control method includes the following steps:
s10: and acquiring the current environmental parameters fed back by the household appliance.
In the embodiment, the parameter control of the household appliance is realized through the linkage of the household appliance, a server and a client, the server is used as an execution main body in the embodiment, specifically, the server acquires current environmental parameters fed back by the household appliance, the household appliance comprises a sensor module, the sensor module comprises environmental parameter sensors such as a temperature and humidity sensor, an air pressure sensor, an illumination sensor and a high-sensitivity microphone sound sensor, the environmental parameters of the environment can be monitored in real time based on the sensor module, in one implementation mode, when the household appliance receives a preset control instruction, the monitored current environmental parameters are sent to the server, and the server acquires the current environmental parameters fed back by the household appliance; in another embodiment, the home appliance sends the monitored current environmental parameters to the server according to a preset time interval, and the server obtains the current environmental parameters fed back by the home appliance.
Further, after the server obtains the current environmental parameters fed back by the household appliance, the current environmental parameters are stored in the database at the server side.
S20: and responding to an environmental parameter adjusting instruction sent by the client, calculating a target environmental parameter according to the fuzzy clustering analysis model, and generating an environmental parameter adjusting scheme containing the target environmental parameter.
In this embodiment, after the server obtains the current environmental parameters fed back by the home appliance, in one implementation, the current environmental parameters are sent to the client, the current environmental parameters monitored by the home appliance can be checked at the client, and then the client can send an environmental parameter adjustment instruction to the home appliance, where the environmental parameter adjustment instruction is received and forwarded by the server; in another embodiment, the client does not need to check the current environmental parameters monitored by the household appliance, and can also send an environmental parameter adjusting instruction to the household appliance, wherein the environmental parameter adjusting instruction is received and forwarded by the server; when the server receives an environmental parameter adjusting instruction sent by the client, the server responds to the environmental parameter adjusting instruction sent by the client, calculates a target environmental parameter according to a fuzzy clustering analysis model, the fuzzy clustering analysis model can process a fuzzy standard of user subjective comfort level evaluation, the fuzzy clustering analysis model is realized by relying on user subjective feeling and large data acquisition of corresponding environmental physical quantities, the target environmental parameter is an optimal solution of a plurality of physical indexes of the influence degree of each environmental parameter index on human body comfort level in space, and an environmental parameter adjusting scheme containing the target environmental parameter can be generated according to the calculated target environmental parameter.
S30: and sending the environment parameter adjusting scheme to the household appliance, and controlling the household appliance to adjust the current environment parameter of the household appliance to the target environment parameter according to the environment parameter adjusting scheme.
When the server determines an environmental parameter adjusting scheme containing target environmental parameters, the environmental parameter adjusting scheme is sent to the household electrical appliance, specifically, the environmental parameter adjusting scheme is sent to an execution end of the household electrical appliance, the execution end of the household electrical appliance comprises an effector module which is formed by the household electrical appliance which is in charge of environment adjustment, and then the household electrical appliance can be controlled according to the environmental parameter adjusting scheme is used for adjusting the current environmental parameters of the household electrical appliance to the target environmental parameters, namely the execution end is controlled to adjust the current environmental parameters to the target environmental parameters, the requirement of comfort level of a user is met, the diversity and the isomerism of household electrical appliance control are improved, the individual requirements of different users are met, and the purpose of enabling the user to obtain the best body feeling comfort is finally achieved.
The embodiment provides a household appliance environmental parameter control method based on a fuzzy clustering analysis algorithm, which includes the steps of obtaining current environmental parameters fed back by household appliances, responding to an environmental parameter adjusting instruction sent by a client, calculating target environmental parameters according to a fuzzy clustering analysis model, generating an environmental parameter adjusting scheme containing the target environmental parameters, sending the environmental parameter adjusting scheme to the household appliances, controlling the household appliances to adjust the current environmental parameters of the household appliances to the target environmental parameters according to the environmental parameter adjusting scheme, meeting the requirement of a user on somatosensory comfort level, improving the diversity and the heterogeneity of household appliance control, meeting the individual requirements of different users, and finally achieving the purpose of enabling the user to obtain the best somatosensory comfort level.
In an embodiment of the present application, the responding to the environmental parameter adjustment instruction sent by the client includes:
responding to an environment parameter accurate adjustment instruction sent by a client;
after responding to the environment parameter accurate adjustment instruction sent by the client, the method further comprises the following steps:
and receiving the current environmental parameters fed back by the household appliance equipment based on the environmental parameter calling instruction sent by the client, and sending the current environmental parameters to the client.
In this embodiment, the environment adjusting mode of the client comprises an accurate adjusting mode, when the user selects the accurate adjusting mode on the client, an environment parameter calling instruction is sent to the server, the server responds to the environment parameter accurate adjusting instruction sent by the client and sends the environment parameter calling instruction to the household appliance, a sensor module of the household appliance responds to the environment parameter calling instruction and obtains and feeds back the current environment parameter, the server receives the current environment parameter fed back by the household appliance based on the environment parameter calling instruction sent by the client, then sends the current environment parameter to the client, and the client can accurately display the current environment parameter monitored by the household appliance, the current environment parameters are checked by a user on the client, and meanwhile, the current environment parameters are accurately adjusted by the user on the client, so that the environment parameters are accurately adjusted to the target environment parameters, and the diversity and the heterogeneity of household appliance control are improved. As shown in fig. 2, the client is an accurate adjustment interface and a status display interface on the client, and after receiving the current environmental parameters fed back by the home appliance device transmitted by the server based on the environmental parameter calling instruction sent by the client, the client can display the current environmental parameters on the user interface in real time, and simultaneously provide an adjustment button to implement accurate adjustment on each environmental parameter, in this embodiment, the environmental parameters include 5 physical indexes of temperature, humidity, CO2 concentration, illumination, and sound (noise).
In an embodiment of the present application, the responding to the environmental parameter adjustment instruction sent by the client includes:
simplifying and adjusting instructions in response to the environmental parameters sent by the client;
the method further comprises the following steps:
acquiring historical environment parameters and feedback data of the historical environment parameters as reference data;
and calculating target environment parameters according to the reference data, and generating an environment parameter adjusting scheme containing the target environment parameters.
In an actual application process, because different people have different requirements on different environmental parameters and cannot accurately control the environmental parameters, in this embodiment, the environmental parameter adjustment instruction includes an environmental parameter simplified adjustment instruction, when the client sends the environmental parameter simplified adjustment instruction, the server responds to the environmental parameter simplified adjustment instruction sent by the client, obtains the historical environmental parameters and feedback data of the historical environmental parameters, uses the feedback data as reference data, calculates the target environmental parameters according to the reference data, generates an environmental parameter adjustment scheme including the target environmental parameters, and quickly obtains the adjustment scheme of the environmental parameters from the historical environmental parameters through the simplified adjustment instruction to implement quick adjustment of the environmental parameters. For example, as a user who often uses the household electrical appliance S, the user a records the historical environmental parameters of the client a on the household electrical appliance S and the feedback data of the historical environmental parameters, when the client B wants to use the household electrical appliance S, the client B starts a "one-key adjustment" mode without knowing the specific and accurate adjustment of the environmental parameters of the household electrical appliance S, triggers an environmental parameter reduction adjustment instruction, calculates the target environmental parameters according to the historical environmental parameters of the client a on the household electrical appliance S and the feedback data of the historical environmental parameters, generates an environmental parameter adjustment scheme including the target environmental parameters, and thereby adjusts the environmental parameters quickly.
In one embodiment of the present application, the client comprises at least two clients; the method comprises the following steps of responding to an environmental parameter adjusting instruction sent by a client, calculating a target environmental parameter according to a fuzzy clustering analysis model, and generating an environmental parameter adjusting scheme containing the target environmental parameter, wherein the method comprises the following steps:
responding to environmental parameter adjusting instructions sent by at least two clients, and calculating independent target environmental parameters of the clients;
constructing geometric characteristics under a multidimensional space according to the independent target environment parameters of each client;
determining an optimal solution of the geometric features meeting the limiting conditions based on the set limiting conditions, and taking the optimal solution as a target environment parameter;
and generating an environmental parameter adjustment scheme containing the target environmental parameters.
In this embodiment, when a plurality of clients simultaneously send an environmental parameter adjustment instruction to a home appliance, target environmental parameters of each client are respectively calculated, in this embodiment, the target environmental parameters are defined as independent target environmental parameters, then geometric features in a multidimensional space are constructed according to the independent target environmental parameters of each client, a multidimensional coordinate system with a plurality of different environmental parameters as dimensions is established, then an optimal solution with the geometric features meeting the constraint conditions is determined based on set constraint conditions, the optimal solution is used as a target environmental parameter, thereby generating an environmental parameter adjustment scheme including the target environmental parameters, for example, when a plurality of users are simultaneously connected to a home appliance control system, a five-dimensional coordinate system with five physical quantities of 5 physical quantities of temperature, humidity, CO2 concentration, illumination, sound (noise) as dimensions is first established when the clients send the environmental parameter adjustment instruction, taking the comfortable values generated by different users through the algorithm as the circle centers and a certain proper length as the radius, the problem is converted into the maximum intersection volume of a series of spherical surfaces in a high-dimensional space, the problem can be classified as a dynamic planning problem, and the constraint condition that the geometric center of the space is closest to the five spherical centers is limited, so that the method for maximizing the satisfaction degree of the user group can be obtained, the solution with the maximum satisfaction degree is taken as the target environment parameter, and the environment parameter adjusting scheme containing the target environment parameter is generated. The method and the device have the advantages that the satisfaction degree of multiple users for the target environment parameter is the highest through the common adjustment of the multiple users, and therefore the accuracy of the adjustment of the environment parameter is improved.
In an embodiment of the present application, the fuzzy clustering analysis model is generated by:
acquiring original data of environmental parameters of a plurality of groups of household electrical appliances, wherein each group of original data comprises at least two different environmental parameters;
converting the original data into a domain of discourse, and establishing an original data matrix according to the domain of discourse;
standardizing the original data, and constructing a fuzzy evaluation matrix according to the standardized original data;
and generating a fuzzy clustering analysis model according to the original data matrix and the fuzzy evaluation matrix.
In this embodiment, the fuzzy clustering analysis model is generated by the following steps, first obtaining raw data of environmental parameters of a plurality of groups of home appliances, for example, collecting raw data at intervals of ± 5 ℃ of central temperature, ± 10% of relative humidity, ± 10% of relative illumination intensity, ± 10% of relative CO2 concentration, ± 10dB of relative noise, and ± 0.5 ℃ of temperature and 1% of the rest, and then converting the raw data into a domain: x ═ X1,x2,x3,x4,x5}; wherein, x1Represents the space temperature, x2Represents the space humidity, x3Represents the CO2 concentration, x4Representative of the illuminance, x5Representing the sound intensity, and then building a raw data matrix from the domain of discourse, namely: x is the number ofi＝{xi1,xi2,xi3,xi4,xi5N, where n is the number of data sets collected. The raw data matrix is now obtained: a ═ xij)n×5(ii) a Then, the raw data are standardized, and the raw data are standardized:
wherein the content of the first and second substances,
then, constructing a fuzzy evaluation matrix R according to the normalized original data:
then, a fuzzy clustering analysis model is generated according to the original data matrix and the fuzzy evaluation matrix, namely A is WTR＝[w1 w2 w3 w4 w5]R＝(h1 h2 h3 h4 h5) (ii) a Wherein, the weight vector W is [ 1.210.530.820.350.74 ]]Generating a final score H ═ (H)1 h2 h3 h4 h5). Thereby determining a fuzzy clustering analysis model. The fuzzy clustering analysis model can process the fuzzy standard of subjective comfort evaluation of the user, so that the comfort of the supervisor becomes a quantitative index, and the adjustment satisfaction of the user on the environmental parameters is improved.
In another embodiment, the present application provides a method for controlling an appliance from the viewpoint of multi-terminal cooperation, including:
the client sends an environmental parameter calling instruction to the server;
the server receives the environmental parameter calling instruction and transmits the environmental parameter calling instruction to the household appliance;
the household appliance responds to the environmental parameter calling instruction to obtain current environmental parameters, and feeds the current environmental parameters back to the server;
the server transmits the current environmental parameters to the client, receives an environmental parameter adjusting instruction sent by the client, calculates target environmental parameters according to a fuzzy clustering analysis model, generates an environmental parameter adjusting scheme containing the target environmental parameters, and sends the environmental parameter adjusting scheme to the household appliance so as to control the household appliance to adjust the current environmental parameters of the household appliance to the target environmental parameters according to the environmental parameter adjusting scheme;
and the household appliance adjusts the current environmental parameters of the household appliance to the target environmental parameters according to the environmental parameter adjusting scheme.
In another embodiment, the present application provides a home appliance control system, which can implement the multi-terminal cooperative home appliance control method, including:
the client, the household appliance and the server are in communication connection, and the household appliance control method is realized under the synergistic action.
In one embodiment, as shown in fig. 3, the client shown in fig. 3 can perform an environment parameter display function and serve as an instruction issuing end, and the server shown in fig. 3 is a server and includes a database and an algorithm analyzer, which can generate and transmit instructions; the execution end shown in fig. 3 is a home appliance, and includes a sensor, an environmental conditioning effector, and a command receiving end for implementing command transmission.
As shown in fig. 4, in another embodiment, the present application provides a home appliance control device capable of implementing the above-mentioned home appliance control method, the device including:
the acquisition module 10: the system comprises a feedback module, a feedback module and a feedback module, wherein the feedback module is used for acquiring current environmental parameters fed back by the household appliance;
the calculation module 20: the system comprises a fuzzy clustering analysis model, a client and a server, wherein the fuzzy clustering analysis model is used for responding to an environmental parameter adjusting instruction sent by the client, calculating a target environmental parameter according to the fuzzy clustering analysis model and generating an environmental parameter adjusting scheme containing the target environmental parameter;
the control module 30: and the household appliance is controlled to adjust the current environmental parameters of the household appliance to the target environmental parameters according to the environmental parameter adjusting scheme.
The embodiment of the home appliance control device is disclosed by the embodiment of the home appliance control method, and those skilled in the art can derive and apply the embodiment of the home appliance control method to the embodiment of the home appliance control device.
In another embodiment, the present application provides a computer-readable storage medium, on which a computer program is stored, and the computer program, when executed by a processor, implements the appliance control method according to the above embodiments. The computer-readable storage medium includes, but is not limited to, any type of disk including floppy disks, hard disks, optical disks, CD-ROMs, and magneto-optical disks, ROMs (Read-Only memories), RAMs (Random AcceSS memories), EPROMs (EraSable Programmable Read-Only memories), EEPROMs (Electrically EraSable Programmable Read-Only memories), flash memories, magnetic cards, or optical cards. That is, a storage device includes any medium that stores or transmits information in a form readable by a device (e.g., a computer, a cellular phone), and may be a read-only memory, a magnetic or optical disk, or the like.
In addition, in another embodiment, the present application further provides a terminal device, as shown in fig. 5, the terminal device includes a processor 503, a memory 505, an input unit 507, a display unit 509, and other devices. It will be understood by those skilled in the art that the structural elements shown in fig. 5 do not constitute a limitation of all terminal devices and may include more or less elements than those shown, or some elements in combination. The memory 505 may be used to store the computer program 501 and the functional modules, and the processor 503 executes the computer program 501 stored in the memory 505, thereby executing various functional applications of the device and data processing. The memory 505 may be an internal memory or an external memory, or include both internal and external memories. The memory may comprise Read Only Memory (ROM), Programmable ROM (PROM), Electrically Programmable ROM (EPROM), Electrically Erasable Programmable ROM (EEPROM), flash memory, or random access memory.
The input unit 507 is used for receiving signal input and receiving user input, and the input unit 507 may include a touch panel and other input devices, where the touch panel may collect touch operations of a user on or near the touch panel and drive a corresponding connection device according to a preset program. The display unit 509 may be used to display information input by a user or information provided to the user and various menus of the computer device. The display unit 509 may take the form of a liquid crystal display, an organic light emitting diode, or the like. The processor 503 is a control center of the computer device, connects various parts of the entire computer using various interfaces and lines, and performs various functions and processes data by operating or executing software programs and/or modules stored in the memory 503 and calling data stored in the memory.
In one embodiment, the terminal device includes one or more processors 503, one or more memories 505, and one or more computer programs 501, wherein the one or more computer programs 501 are stored in the memory 505 and configured to be executed by the one or more processors 503, and the one or more computer programs 501 are configured to perform the method for controlling permissions described in the above embodiments. The one or more processors 503 shown in fig. 5 can execute and realize the functions of the acquisition module 10, the calculation module 20 and the control module 30 shown in fig. 3.
The terminal equipment provided by the embodiment of the application can acquire the current environmental parameters fed back by the household appliance equipment; responding to an environmental parameter adjusting instruction sent by a client, calculating a target environmental parameter according to the fuzzy clustering analysis model, and generating an environmental parameter adjusting scheme containing the target environmental parameter; and sending the environment parameter adjusting scheme to the household appliance, and controlling the household appliance to adjust the current environment parameter of the household appliance to the target environment parameter according to the environment parameter adjusting scheme. The control method comprises the steps of obtaining current environmental parameters fed back by the household appliance, responding to an environmental parameter adjusting instruction sent by a client, calculating target environmental parameters according to a fuzzy clustering analysis model, generating an environmental parameter adjusting scheme containing the target environmental parameters, sending the environmental parameter adjusting scheme to the household appliance, controlling the household appliance to adjust the current environmental parameters of the household appliance to the target environmental parameters according to the environmental parameter adjusting scheme, meeting the requirement of a user on the somatosensory comfort level, improving the diversity and the heterogeneity of household appliance control, meeting the individual requirements of different users, and finally achieving the purpose of enabling the user to obtain the best somatosensory comfort level.
The terminal device provided in the embodiment of the present application can implement the embodiment of the home appliance control method provided above, and for specific function implementation, reference is made to the description in the method embodiment, which is not described herein again.
The foregoing is only a partial embodiment of the present application, and it should be noted that, for those skilled in the art, several modifications and decorations can be made without departing from the principle of the present application, and these modifications and decorations should also be regarded as the protection scope of the present application.
Claims (9)
1. A method for controlling an appliance, comprising:
acquiring current environmental parameters fed back by the household appliance;
responding to an environmental parameter adjusting instruction sent by a client, calculating a target environmental parameter according to the fuzzy clustering analysis model, and generating an environmental parameter adjusting scheme containing the target environmental parameter;
sending the environmental parameter adjusting scheme to household electrical appliances, and controlling the household electrical appliances to adjust the current environmental parameters of the household electrical appliances to target environmental parameters according to the environmental parameter adjusting scheme;
the client comprises at least two clients; the method comprises the following steps of responding to an environmental parameter adjusting instruction sent by a client, calculating a target environmental parameter according to a fuzzy clustering analysis model, and generating an environmental parameter adjusting scheme containing the target environmental parameter, wherein the method comprises the following steps:
responding to environmental parameter adjusting instructions sent by at least two clients, and calculating independent target environmental parameters of the clients;
constructing geometric characteristics under a multidimensional space according to the independent target environment parameters of each client;
determining an optimal solution of the geometric features meeting the limiting conditions based on the set limiting conditions, and taking the optimal solution as a target environment parameter;
and generating an environmental parameter adjustment scheme containing the target environmental parameters.
2. The method of claim 1, wherein the adjusting the environmental parameter in response to the client-sent environment parameter instruction comprises:
responding to an environment parameter accurate adjustment instruction sent by a client;
after responding to the environment parameter accurate adjustment instruction sent by the client, the method further comprises the following steps:
and receiving the current environmental parameters fed back by the household appliance equipment based on the environmental parameter calling instruction sent by the client, and sending the current environmental parameters to the client.
3. The method of claim 1, wherein the adjusting the environmental parameter in response to the client-sent environment parameter instruction comprises:
simplifying and adjusting instructions in response to the environmental parameters sent by the client;
the method further comprises the following steps:
acquiring historical environment parameters and feedback data of the historical environment parameters as reference data;
and calculating target environment parameters according to the reference data, and generating an environment parameter adjusting scheme containing the target environment parameters.
4. The method of claim 1, wherein the fuzzy clustering analysis model is generated by:
acquiring original data of environmental parameters of a plurality of groups of household electrical appliances, wherein each group of original data comprises at least two different environmental parameters;
converting the original data into a domain of discourse, and establishing an original data matrix according to the domain of discourse;
standardizing the original data, and constructing a fuzzy evaluation matrix according to the standardized original data;
and generating a fuzzy clustering analysis model according to the original data matrix and the fuzzy evaluation matrix.
5. An appliance control device, comprising:
an acquisition module: the system comprises a feedback module, a feedback module and a feedback module, wherein the feedback module is used for acquiring current environmental parameters fed back by the household appliance;
a calculation module: the system comprises a fuzzy clustering analysis model, a client and a server, wherein the fuzzy clustering analysis model is used for responding to an environmental parameter adjusting instruction sent by the client, calculating a target environmental parameter according to the fuzzy clustering analysis model and generating an environmental parameter adjusting scheme containing the target environmental parameter;
a control module: the household appliance is used for sending the environmental parameter adjusting scheme to the household appliance, controlling the household appliance to adjust the current environmental parameter of the household appliance to the target environmental parameter according to the environmental parameter adjusting scheme,
the client comprises at least two clients; the method comprises the following steps of responding to an environmental parameter adjusting instruction sent by a client, calculating a target environmental parameter according to a fuzzy clustering analysis model, and generating an environmental parameter adjusting scheme containing the target environmental parameter, wherein the method comprises the following steps:
responding to environmental parameter adjusting instructions sent by at least two clients, and calculating independent target environmental parameters of the clients;
constructing geometric characteristics under a multidimensional space according to the independent target environment parameters of each client;
determining an optimal solution of the geometric features meeting the limiting conditions based on the set limiting conditions, and taking the optimal solution as a target environment parameter;
and generating an environmental parameter adjustment scheme containing the target environmental parameters.
6. A method for controlling an appliance, comprising:
the client sends an environmental parameter calling instruction to the server;
the server receives the environmental parameter calling instruction and transmits the environmental parameter calling instruction to the household appliance;
the household appliance responds to the environmental parameter calling instruction to obtain current environmental parameters, and feeds the current environmental parameters back to the server;
the server transmits the current environmental parameters to the client, receives an environmental parameter adjusting instruction sent by the client, calculates target environmental parameters according to a fuzzy clustering analysis model, generates an environmental parameter adjusting scheme containing the target environmental parameters, and sends the environmental parameter adjusting scheme to the household appliance so as to control the household appliance to adjust the current environmental parameters of the household appliance to the target environmental parameters according to the environmental parameter adjusting scheme;
the household appliance adjusts the current environmental parameters of the household appliance to the target environmental parameters according to the environmental parameter adjusting scheme,
the client comprises at least two clients; the method comprises the following steps of responding to an environmental parameter adjusting instruction sent by a client, calculating a target environmental parameter according to a fuzzy clustering analysis model, and generating an environmental parameter adjusting scheme containing the target environmental parameter, wherein the method comprises the following steps:
responding to environmental parameter adjusting instructions sent by at least two clients, and calculating independent target environmental parameters of the clients;
constructing geometric characteristics under a multidimensional space according to the independent target environment parameters of each client;
determining an optimal solution of the geometric features meeting the limiting conditions based on the set limiting conditions, and taking the optimal solution as a target environment parameter;
and generating an environmental parameter adjustment scheme containing the target environmental parameters.
7. A home appliance control system, comprising:
the client, the server and the household appliance are in communication connection with each other and cooperatively realize the household appliance control method as claimed in claim 6.
8. A computer-readable storage medium, having a computer program stored thereon, which, when executed by a processor, implements the appliance control method of any one of claims 1 to 4.
9. A terminal device, comprising:
one or more processors;
a memory;
one or more computer programs;
wherein the one or more computer programs are stored in the memory and configured to be executed by the one or more processors, the one or more computer programs configured to perform the appliance control method of any one of claims 1 to 4.
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| CN113835348B (en) * | 2021-09-17 | 2023-08-08 | 广东电网有限责任公司 | Intelligent home control system |
| CN114281135A (en) * | 2021-12-23 | 2022-04-05 | 广东芬尼克兹节能设备有限公司 | Somatosensory environment adjusting method and device, computer equipment and storage medium |
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| CN105020838A (en) * | 2014-04-23 | 2015-11-04 | 珠海格力电器股份有限公司 | Control method and device for air conditioner and air conditioner |
| CN103982986B (en) * | 2014-05-05 | 2016-08-17 | 广东美的制冷设备有限公司 | Air-conditioner and comfortable control method thereof and device |
| CN104296322B (en) * | 2014-10-21 | 2017-04-05 | 广东美的暖通设备有限公司 | The control method and air-conditioner of air conditioning system |
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