WO2023029451A1 - Procédé de recommandation de module de capteur de climatiseur et serveur, climatiseur et support - Google Patents

Procédé de recommandation de module de capteur de climatiseur et serveur, climatiseur et support Download PDF

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Publication number
WO2023029451A1
WO2023029451A1 PCT/CN2022/082522 CN2022082522W WO2023029451A1 WO 2023029451 A1 WO2023029451 A1 WO 2023029451A1 CN 2022082522 W CN2022082522 W CN 2022082522W WO 2023029451 A1 WO2023029451 A1 WO 2023029451A1
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WIPO (PCT)
Prior art keywords
sensor module
air conditioner
module
recommended
target
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PCT/CN2022/082522
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English (en)
Chinese (zh)
Inventor
樊其锋
Original Assignee
佛山市顺德区美的电子科技有限公司
广东美的制冷设备有限公司
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Publication of WO2023029451A1 publication Critical patent/WO2023029451A1/fr

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Classifications

    • 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
    • G06F16/95—Retrieval from the web
    • G06F16/953—Querying, e.g. by the use of web search engines
    • G06F16/9535—Search customisation based on user profiles and personalisation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00—Commerce
    • G06Q30/06—Buying, selling or leasing transactions

Definitions

  • the present application relates to the technical field of air conditioners, in particular to a method for recommending an air conditioner sensor module, a server, an air conditioner and a medium.
  • the hardware of the air conditioner is fixed and new sensors cannot be expanded.
  • users may have the need to use new sensors.
  • a temperature sensor may be required to detect the user's body temperature, so as to flexibly adjust the operating status of the air conditioner based on the user's body temperature.
  • providers often recommend equipment suitable for users based on user needs.
  • the hardware of the air conditioner itself is solidified, even if the provider recommends sensors to users, the air conditioner cannot The sensor is installed, so there is the following problem in the related technology, even if the air conditioner has lost the sensor required by the user, resulting in a poor user experience of the air conditioner, the provider cannot recommend a suitable sensor to the user.
  • the main purpose of this application is to provide a recommended method, server, air conditioner and medium for an air conditioner sensor module, aiming to solve the problem that even if the air conditioner lacks the sensor required by the user, the use experience of the air conditioner is poor, and the provider cannot Technical issues in recommending suitable sensors to users.
  • the present application provides a recommended method for an air conditioner sensor module, the method comprising:
  • the sensor module can be selectively installed in the installation position of the target air conditioner
  • the step of selecting a recommended sensor module from the missing sensor modules according to the user data of the target user and/or the working condition data of the target air conditioner includes:
  • the target sensor module determines the target sensor module that matches the target user, the user data includes at least one of user attribute data and user behavior data, and
  • the working condition data includes the air environment information of the geographic location where the target air conditioner is located;
  • a sensor module matching the target sensor module is selected from the missing sensor modules as the recommended sensor module.
  • the step of determining the target sensor module matching the target user according to the user data of the target user and/or the operating condition data of the target air conditioner includes:
  • the air environment information of the geographic location where the air conditioner is located determine a third sensor module group that matches the air environment information, the user data includes the user attribute data and the user behavior data, the working The condition data includes the air environment information of the geographic location where the target air conditioner is located;
  • a target sensor module matching the target user is determined according to the first sensor module group, the second sensor module group, and the third sensor module group.
  • the step of obtaining the missing sensor module in the target air conditioner associated with the target user includes:
  • the installed sensor module is eliminated from the preset sensor module set to obtain the missing sensor module.
  • the step of sending the recommendation information of the recommended sensor module to the device associated with the target user it further includes:
  • the recommendation information corresponding to the recommended sensor module is generated according to the information format.
  • the method further includes:
  • the step of sending the recommendation information of the recommended sensor module to the device associated with the target user includes:
  • the present application also provides a recommended method for the sensor module of the air conditioner, the indoor unit of the air conditioner includes at least one installation position, and the installation position is used for selectively installing the sensor module, the Methods include:
  • the server determines the missing sensor module of the air conditioner according to the first module information, and according to the user data of the target user and/or the air conditioner The working condition data of the device, select the recommended sensor module in the missing sensor module;
  • the recommendation information of the recommended sensor module sent by the server is received and output.
  • the installed air processing module is installed in the installation position of the air conditioner
  • the step of receiving and outputting the recommendation information of the recommended sensor sent by the server includes:
  • the recommendation information of the recommended sensor module and the recommendation information of the recommended air handling module sent by the server are received and output.
  • the present application also provides a server, the server includes a memory, a processor, and a recommended program of an air conditioner sensor module stored on the memory and operable on the processor, the processor executes the When describing the recommended program of the air conditioner sensor module, any recommended method for implementing any one of the air conditioner sensor modules applied to the server.
  • the present application also provides an air conditioner
  • the air conditioner includes a memory, a processor, and a recommended program of an air conditioner sensor module stored on the memory and operable on the processor, the processor
  • the recommendation program of the air conditioner sensor module is executed, any one of the recommendation methods applied to the air conditioner sensor module of the air conditioner is realized.
  • the present application also provides a computer-readable storage medium, the recommended program of the air sensor module of the air conditioner is stored on the computer-readable storage medium, and the recommended program of the sensor module of the air conditioner is read by the processor.
  • An air conditioner sensor module recommendation method, server, air conditioner, and medium proposed in an embodiment of the present application obtain the missing sensor module in the target air conditioner associated with the target user, and according to the user data of the target user and/or the target air conditioner working condition data, select the recommended sensor module from the missing sensor modules, and send the recommendation information of the recommended sensor module to the equipment associated with the target user.
  • the sensor module can be selectively installed in the installation position of the target air conditioner, so that the air conditioner can In the case that the air conditioner is missing the sensor required by the user, the recommendation information of the sensor module is sent to the user, and the sensor module can be selectively installed in the installation position of the air conditioner, so that the user can install the recommended sensor module in the air conditioner , so as to realize that the air conditioner has lost the sensor required by the user, and recommends a suitable sensor module to the user.
  • Fig. 1 is a schematic diagram of the server structure of the hardware operating environment involved in the solution of the embodiment of the present application;
  • Fig. 2 is a schematic structural diagram of the air conditioner in the hardware operating environment involved in the embodiment of the present application;
  • Fig. 3 is a schematic flow chart of the first embodiment of the method for recommending the air conditioner sensor module of the present application
  • Fig. 4 is a schematic flow chart of the second embodiment of the method for recommending the air conditioner sensor module of the present application
  • FIG. 5 is a schematic flowchart of a third embodiment of a method for recommending an air conditioner sensor module of the present application
  • FIG. 6 is a schematic flow chart of a fourth embodiment of a method for recommending a sensor module of an air conditioner according to the present application.
  • FIG. 1 is a schematic diagram of the server structure of the hardware operating environment involved in the solution of the embodiment of the present application.
  • the server may include: a processor 1001 , such as a CPU, a communication interface 1002 , a memory 1003 , and a communication bus 1004 .
  • the communication bus 1004 is configured to realize connection and communication between these components.
  • the memory 1003 can be a high-speed RAM memory, or a stable memory (non-volatile memory), such as disk storage.
  • the storage 1003 may also be a storage server independent of the aforementioned processor 1001 .
  • server structure shown in FIG. 1 is not limited to the server, and may include more or less components than those shown in the illustration, or combine some components, or arrange different components.
  • the memory 1003 as a computer storage medium may include a recommended program of the sensor module of the air conditioner.
  • the communication interface 1002 is mainly configured to connect to the air conditioner and perform data communication with the air conditioner; and the processor 1001 may be configured to call the recommended program of the air conditioner sensor module stored in the memory 1003, and Do the following:
  • the sensor module can be selectively installed in the installation position of the target air conditioner
  • the program for implementing the recommended process of the air conditioner sensor module is stored in a computer-readable storage medium, and when the computer-readable storage medium is applied to the server, the processor 1001 of the server may Call the program from the computer-readable storage medium to perform the following operations:
  • the sensor module can be selectively installed in the installation position of the target air conditioner
  • FIG. 2 is a schematic structural diagram of an air conditioner in a hardware operating environment involved in the solution of the embodiment of the present application.
  • the air conditioner may include: a processor 1005 , such as a CPU, a communication interface 1006 , a memory 1007 , and a communication bus 1008 .
  • the communication bus 1008 is configured to realize connection and communication between these components.
  • the memory 1007 can be a high-speed RAM memory, or a stable memory (non-volatile memory), such as disk storage.
  • the memory 1007 may also be a storage server independent of the aforementioned processor 1005 .
  • FIG. 2 does not constitute a limitation to the air conditioner, and may include more or less components than shown in the figure, or combine some components, or arrange different components.
  • the memory 1007 as a computer storage medium may include a recommended program of the sensor module of the air conditioner.
  • the communication interface 1006 is mainly configured to connect to the server and perform data communication with the server; and the processor 1005 may be configured to call the recommended program of the air conditioner sensor module stored in the memory 1007 and execute Do the following:
  • the server determines the missing sensor module of the air conditioner according to the first module information, and according to the user data of the target user and/or the air conditioner The working condition data of the device, select the recommended sensor module in the missing sensor module;
  • the recommendation information of the recommended sensor module sent by the server is received and output.
  • the program for implementing the recommended process of the sensor module of the air conditioner is stored in a computer-readable storage medium, and when the computer-readable storage medium is applied to the air conditioner, the processor of the air conditioner 1005 may call the program from the computer-readable storage medium, and perform the following operations:
  • the server determines the missing sensor module of the air conditioner according to the first module information, and according to the user data of the target user and/or the air conditioner The working condition data of the device, select the recommended sensor module in the missing sensor module;
  • the recommendation information of the recommended sensor module sent by the server is received and output.
  • the first embodiment of the present application provides a method for recommending an air conditioner sensor module.
  • the method for recommending an air conditioner sensor module includes:
  • Step S10 acquiring the missing sensor module in the target air conditioner associated with the target user, the sensor module can be selectively installed in the installation position of the target air conditioner;
  • the execution subject is a server.
  • the target user is a user who needs to recommend a sensor module
  • the target air conditioner is associated with the target user.
  • the target air conditioner in this embodiment includes at least one installation position, and the installation position can be used to selectively install the sensor module or the air processing module.
  • the sensor Both the module and the air treatment module are detachably connected to the installation position, so that users can assemble sensor modules and air treatment modules according to their own needs.
  • Sensor modules such as camera modules, infrared sensor modules and formaldehyde sensor modules, etc., air treatment modules such as purification modules, humidification Module, formaldehyde removal module, negative ion module and filter module, etc.; the detection part of the air treatment module and the detection part of the sensor are arranged in the installation position of the air conditioner.
  • the detection part detects the installed
  • the detection component can be a tag identifier, such as a radio frequency identification tag, and the detection component detects the installation of the air processing module or the sensor module by detecting the radio frequency signal.
  • the detection component can also be an electrical connection terminal , when the air handling module or the sensor module is inserted into the installation position, the electrical connection terminals are conducted based on the conductive terminals of the air handling module or the sensor module, forming a signal loop to realize the identification of the air handling module or the sensor module; in order to better realize the sensor
  • the installation position of the sensor can be set above the air conditioner, and in order to better realize the function of the air handling module, the installation position of the air handling module can be set in the middle of the air conditioner;
  • the plug interface of the sensor module and the motor may be included, and the sensor module may be rotated within a certain angle range.
  • the server can obtain the missing sensor module in the target air conditioner associated with the target user in the following manner: obtain the first module information of the installed sensor module, the first module information is sent by the target air conditioner, according to the first module information, in the preset sensor
  • the installed sensor modules are removed from the module set to obtain the missing sensor modules, wherein the first module information is the information of the installed sensor modules, the installed sensor modules are the sensor modules that have been installed in the installation position of the target air conditioner, and the default sensor module
  • the set is a set of all sensor modules supported by the preset target air conditioner; while the target air conditioner sends the first module information, it can also send the target user’s identification information, such as the target user’s voiceprint information, face information, fingerprint information, user identification, etc., so that the server identifies the first module information corresponding to the target user.
  • the server can actively trigger the acquisition of the missing sensor module, or passively trigger the acquisition of the missing sensor module, where the acquisition of the missing sensor module can be actively triggered through timing triggering, or when a recommendation request from the target user is received, the acquisition of the missing sensor module can be triggered. Missing sensor module.
  • Step S20 according to the user data of the target user and/or the operating condition data of the target air conditioner, select a recommended sensor module from the missing sensor modules;
  • the server can obtain user data from the terminal equipment and smart home appliances used by the target user; the working condition data can be sent by the target air conditioner, or the server can obtain the air environment data from the server of the Meteorological Bureau according to the geographical location information of the target air conditioner as the working condition data.
  • Recommendations are also made based on user data and/or working condition data, wherein a recommendation model of user data and/or working condition data and recommended sensor modules can be obtained through pre-training, and a recommended sensor module is obtained based on the recommended model, and the recommended model adopts
  • the type of model is not limited, such as the recommendation model based on neural network, the recommendation model based on collaborative filtering algorithm, etc.; there is a correlation between user data and sensor modules. Unlock the anti-cold function.
  • the user browses security products multiple times, he can recommend cameras to unlock the security function.
  • the working condition data of the air conditioner and the sensor module. For example, the air conditioner in the environment where the air conditioner is located If the quality is poor, you can recommend a dust sensor to unlock the air monitoring function.
  • the format In order to enrich the output mode of recommendation information, in this embodiment, before the step of sending the recommendation information of the recommended sensor module to the device associated with the target user, it is necessary to obtain the attribute information of the recommended sensor module, determine the information format corresponding to the attribute information, and follow the information
  • the format generates recommended information corresponding to the recommended sensor module, attribute information such as price, type, etc., where, taking the price as an example, when the price range is the first range, the corresponding information format includes a clickable purchase link. When linking, you can directly purchase. When the price range is the second range, the corresponding information format only includes the information of the recommended sensor module, not including the purchase link.
  • the corresponding information format is empty;
  • the corresponding relationship between attribute information and information format can be preset and saved in the server.
  • the corresponding information format can be empty when the type is detected to be a preset type, so that the user can set it as needed. Do not make recommended preset types.
  • Step S30 sending the recommendation information of the recommendation sensor module to the device associated with the target user.
  • the devices associated with the target user are, for example, terminal devices, smart home appliances, and wearable devices.
  • the smart home appliance can be the above-mentioned target air conditioner; by sending the recommendation information of the recommended sensor module to the device associated with the target user, the user can Purchase the corresponding recommended sensor module, and install the recommended sensor module on the target air conditioner by yourself.
  • the installation process is relatively simple and does not require professional personnel to install it. Thereby improving the user experience of using the air conditioner.
  • a recommended sensor module is selected from the missing sensor modules, and sent to
  • the device associated with the target user sends the recommendation information of the recommended sensor module, and the sensor module can be selectively installed in the installation position of the target air conditioner, so that the sensor module can be sent to the user when the air conditioner has lost the sensor required by the user.
  • recommended information, and the sensor module can be selectively installed in the installation position of the air conditioner, so that the user can install the recommended sensor module in the air conditioner, so that when the air conditioner has lost the sensor required by the user, the Users recommend suitable sensors.
  • the second embodiment of the present application provides a method for recommending an air conditioner sensor module.
  • the step S20 includes:
  • Step S21 according to the user data of the target user and/or the operating condition data of the target air conditioner, determine the target sensor module matching the target user, the user data includes at least one of user attribute data and user behavior data One, the working condition data includes the air environment information of the geographic location where the target air conditioner is located;
  • User attribute data such as user's gender, age, family role, user's geographical location and other data, user behavior data such as user's operation behavior data on terminal devices, operation behavior data on smart home appliances, and operation behavior data on smart home appliances
  • the data is the operation behavior data of the air conditioner.
  • the operation behavior data in the terminal device is, for example, the browsing behavior data and query behavior data of the functional module products in the hardware mall application;
  • the geographical location of the target air conditioner can be determined by the terminal device Or the target air conditioner sends, and the server obtains air environment data corresponding to the geographical location from the server of the Meteorological Bureau according to the geographical location, such as air temperature and humidity data, air particle concentration data, and the like.
  • the target sensor module is obtained according to the user attribute data.
  • the user attribute data includes the user's preferences and the family member information of the user's family.
  • the user's preferences include focusing on health care and health, and the family member information includes children.
  • the obtained target sensor module includes an infrared sensor module, so that the target air conditioner can unlock the anti-cold and smart eye functions after installing the infrared sensor module.
  • the target sensor module is obtained according to the air environment information of the geographical location of the target air conditioner.
  • the purification function can be unlocked after the dust sensor.
  • the target sensor module is obtained according to the user behavior data.
  • the user behavior data includes the behavior data of the user browsing the hardware mall on the terminal device, including the behavior data of browsing security products, and the target sensor module can be obtained according to the behavior data of browsing security products.
  • the sensor module includes a camera module, and the air conditioner can unlock the security function after installing the camera module.
  • the first sensor module group preferred by the target user is also determined according to the user behavior data of the target user, and the first sensor module group that matches the user attribute data is determined according to the user attribute data of the target user.
  • the second sensor module group according to the air environment information of the geographical location of the air conditioner, determine the third sensor module group that matches the air environment information, the user data includes user attribute data and user behavior data, and the working condition data includes the geographical location of the target air conditioner According to the air environment information of the location, the target sensor module matching the target user is determined according to the first sensor module group, the second sensor module group and the third sensor module group.
  • the first sensor module group, the second sensor module group and the third sensor module group are respectively associated with different weight values, and the weight values of the sensor modules in each sensor module group are obtained according to the weight values corresponding to each sensor module group, and The weight values corresponding to each sensor module are summarized and summed to obtain the target weight value of each sensor module, and the preset number of sensor modules obtained according to the target weight value constitute the target sensor module matched by the user; for example, the first sensor module group associated The weight value is 0.5, the weight value associated with the second sensor module group is 0.3, and the weight value associated with the third sensor module group is 0.2.
  • the first sensor module group includes a camera module and an infrared sensor module
  • the second sensor module group includes Infrared sensor module
  • the third sensor module includes a dust sensor module and a humidity sensor
  • the target weight value corresponding to the camera module is 0.5
  • the target weight value corresponding to the dust sensor module The weight value is 0.2
  • the target weight value corresponding to the humidity sensor module is 0.2, so that two sensor modules with higher target weight values are selected as the target sensor modules, that is, the infrared sensor module and the camera module are respectively used as the target sensor modules.
  • Step S22 selecting a sensor module matching the target sensor module from the missing sensor modules as the recommended sensor module.
  • this embodiment selects the sensor module matching the target sensor module as the recommended sensor module among the missing sensor modules.
  • the missing sensor modules are camera modules, dust The sensor module and the humidity sensor module
  • the target sensor module is an infrared sensor module and a camera module
  • the recommended sensor module obtained is a camera module, thereby improving the accuracy of sensor module recommendation and avoiding duplication of recommended sensor modules.
  • the target sensor module matching the target user is determined according to the user data of the target user and/or the operating condition data of the target air conditioner, and the sensor module matching the target sensor module is selected as the recommended sensor among the missing sensor modules module, the user data includes at least one of user attribute data and user behavior data, and the working condition data includes the air environment information of the geographical location of the target air conditioner, thereby improving the accuracy of the recommended sensor module and avoiding the duplication of recommended sensor modules .
  • the first embodiment of the present application provides a method for recommending an air conditioner sensor module. Based on the above-mentioned first embodiment shown in FIG. 2 , after the step S20, it also includes:
  • Step S40 determining the recommended air handling module matching the recommended sensor module
  • the humidity sensor module is used in conjunction with the dehumidification module and the humidification module
  • the dust sensor module is used in conjunction with the purification module. Therefore, in order to improve the use experience of the air conditioner, the user A suitable module is recommended for its installation and use. In this embodiment, when the sensor module is recommended, an air handling module is also recommended.
  • the recommended air handling module matching the recommended sensor module can be obtained.
  • the recommended sensor module is a humidity sensor module
  • the matching recommended air handling module is a dehumidification module.
  • the matching recommended air treatment module is a purification module.
  • Step S50 obtaining the second module information of the installed air handling module, the installed air handling module is installed in the installation position of the target air conditioner, and the second module information is sent by the target air conditioner;
  • the second module information is also obtained.
  • the second module information is the module information of the air handling module installed in the target air conditioner, and combined with the second module information to determine whether it is necessary to obtain the recommended air handling module Module recommendation information.
  • Step S60 detecting that the target air conditioner lacks the recommended air treatment module according to the second module information, and acquiring recommendation information of the recommended air treatment module;
  • the module information of the recommended air handler module When the module information of the recommended air handler module is not included in the second module information, it can be determined that the recommended air handler module is missing from the target air conditioner. At this time, the recommended information of the recommended air handler module is obtained, and the recommended When the module information of the air handling module is used, the recommended air handling module already exists in the target air conditioner. At this time, only the sensor module can be recommended.
  • Described step S30 comprises:
  • Step S31 sending the recommendation information of the recommended sensor module and the recommendation information of the recommended air processing module to the device associated with the target user.
  • the recommendation information of the recommended sensor module and the recommendation information of the recommended air handling module can be sent to the device associated with the target user at the same time, so that the device associated with the target user can be output at the same time, so that the user can view the recommendation of the recommended sensor module and its corresponding recommended air handling module , when sending, the corresponding relationship between the recommended sensor module and the recommended air handling module can also be sent, so that the device associated with the target user can associate and display the recommended information of the recommended sensor module and the recommended information of the recommended air handling module according to the corresponding relationship, which is convenient for the target user Learn about the correspondence between recommended sensor modules and recommended air handling modules, and you can purchase them in combination.
  • the second module information of the installed air treatment module is obtained by determining the recommended air treatment module matched with the recommended sensor module, the installed air treatment module is installed in the installation position of the target air conditioner, and the second module The information is sent by the target air conditioner.
  • the recommendation information of the recommended air handling module is obtained, and the recommendation information of the recommended sensor module and the recommended air handling module are sent to the device associated with the target user. Processing module recommendation information, so that the recommended air handling module matching the sensor module can be recommended to the target user, so that the target user can cooperate to purchase and install the sensor module and the matching air handling module.
  • the fourth embodiment of the present application provides a method for recommending an air conditioner sensor module, the method comprising:
  • Step S70 obtaining the installed sensor module of the air conditioner
  • the execution subject is an air conditioner.
  • the target air conditioner in this embodiment includes at least one installation position, which can be used to selectively install a sensor module or an air treatment module. Both the sensor module and the air treatment module are detachably connected to the installation position, so that the user can Need to assemble sensor modules and air processing modules, sensor modules such as camera modules, infrared sensor modules, and formaldehyde sensor modules, etc., air processing modules such as purification modules, humidification modules, formaldehyde removal modules, negative ion modules, and filter modules; The detection part of the air processing module and the detection part of the sensor are arranged in it.
  • the detection part detects its installation situation, wherein the detection part can be a tag identifier, such as a radio frequency identification
  • the detection component detects the installation status of the air handling module or the sensor module by detecting the radio frequency signal of the label.
  • the detection component can also be an electrical connection terminal.
  • the electrical connection terminal is based on the air
  • the conductive terminals of the processing module or the sensor module are turned on to form a signal loop to realize the identification of the air processing module or the sensor module; in order to better realize the function of the sensor, the installation position of the sensor can be set above the air conditioner, and In order to better realize the function of the air handling module, the installation position of the air handling module can be set in the middle of the air conditioner; the target air conditioner can also include the plug interface of the sensor module and the motor, and make the sensor module at a certain angle Rotate within the range.
  • Step S80 sending the first module information of the installed sensor module to the server, wherein the server determines the missing sensor module of the air conditioner according to the first module information, and according to the user data of the target user and/or For the working condition data of the air conditioner, a recommended sensor module is selected from the missing sensor modules;
  • the first module information is the information of the installed sensor module, and the installed sensor module is the sensor module installed at the installation position of the target air conditioner; when the air conditioner sends the first module information, it can also send the identification information of the target user to identify Information such as the target user's voiceprint information, face information, fingerprint information, and user identification, etc., enables the server to identify the first module information corresponding to the target user.
  • the server After sending the first module information to the server, the server removes the installed sensor module from the preset sensor module set according to the first module information to obtain the missing sensor module, and according to the user data of the target user and/or the working condition of the air conditioner Select the recommended sensor module from the missing sensor modules.
  • the preset sensor module set is the set of all sensor modules supported by the target air conditioner in advance.
  • User data and/or working condition data and recommended sensors can be obtained through pre-training The recommendation model of the module, and recommend the sensor module based on the recommendation model.
  • the model type used by the recommendation model is not limited, such as the recommendation model based on the neural network, the recommendation model based on the collaborative filtering algorithm, etc.; there is a correlation between user data and the sensor module For example, if the user is younger, you can recommend a temperature sensor to unlock the anti-cold function based on the temperature sensor. For example, if the user browses security products many times, you can recommend a camera, unlock the security function, and the working condition data of the air conditioner. There is also a correlation with the sensor module. For example, if the air quality in the environment where the air conditioner is located is poor, a dust sensor can be recommended to unlock the air monitoring function.
  • Step S90 receiving and outputting the recommendation information of the recommended sensor module sent by the server.
  • the humidity sensor module is used in conjunction with the dehumidification module and the humidification module
  • the dust sensor module is used in conjunction with the purification module. Therefore, in order to improve the use experience of the air conditioner, the user Suitable modules are recommended for its installation, and when sensor modules are recommended, air handling modules are also recommended.
  • the air conditioner determines the installed air handling module, and sends the second module information of the installed air handling module to the server, so that the server determines that the air conditioner is missing and is compatible with the recommended sensor module according to the second module information and the first module information
  • the matching recommended air handling module receives and outputs the recommended sensor module recommendation information and the recommended air handling module recommendation information sent by the server, and the installed air handling module is installed in the installation position of the air conditioner.
  • the server can obtain the recommended air handling module matching the recommended sensor module according to the preset correspondence between the sensor module and the air handling module. For example, if the recommended sensor module is a humidity sensor module, the matching recommended air handling module is a dehumidification module. If the sensor module is a dust sensor module, the matching recommended air treatment module is a purification module.
  • the second module information is also obtained.
  • the second module information is the module information of the air handling module installed in the target air conditioner, and combined with the second module information to determine whether it is necessary to obtain the recommended air handling module Module recommendation information.
  • the module information of the recommended air handler module When the module information of the recommended air handler module is not included in the second module information, it can be determined that the recommended air handler module is missing from the target air conditioner. At this time, the recommended information of the recommended air handler module is obtained, and the recommended When the module information of the air handling module is used, the recommended air handling module already exists in the target air conditioner. At this time, only the sensor module can be recommended.
  • the air conditioner When the air conditioner only receives the recommended information of the recommended sensor module, it only outputs the recommended information of the recommended sensor module, and when it receives the recommended information of the recommended sensor module and the recommended information of the recommended air handling
  • the corresponding relationship of the recommended air treatment modules is displayed in association with the recommended sensor module and the recommended air treatment module, which is convenient for the user to purchase and install the sensor module and its matching air treatment module.
  • Output methods include but are not limited to display and playback.
  • the first module information of the installed sensor modules is sent to the server, wherein the server determines the missing sensor module of the air conditioner according to the first module information, and according to the target user's User data and/or working condition data of the air conditioner, select the recommended sensor module from the missing sensor modules, receive and output the recommendation information of the recommended sensor module sent by the server, so that the sensor required by the user can be missing in the air conditioner, causing the air conditioner
  • the server determines the missing sensor module of the air conditioner according to the first module information, and according to the target user's User data and/or working condition data of the air conditioner, select the recommended sensor module from the missing sensor modules, receive and output the recommendation information of the recommended sensor module sent by the server, so that the sensor required by the user can be missing in the air conditioner, causing the air conditioner
  • the term “comprises”, “comprises” or any other variation thereof is intended to cover a non-exclusive inclusion such that a process, method, article or system comprising a set of elements includes not only those elements, It also includes other elements not expressly listed, or elements inherent in the process, method, article, or system. Without further limitations, an element defined by the phrase “comprising a " does not preclude the presence of additional identical elements in the process, method, article or system comprising that element.

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  • Business, Economics & Management (AREA)
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  • General Physics & Mathematics (AREA)
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  • Finance (AREA)
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  • General Business, Economics & Management (AREA)
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Abstract

Sont divulgués dans la présente demande un procédé de recommandation d'un module de capteur d'un climatiseur, ainsi qu'un serveur, un climatiseur et un support. Le procédé consiste à : acquérir un module de capteur manquant auprès d'un climatiseur cible qui est associé à un utilisateur cible, le module de capteur étant installé sélectivement à une position d'installation du climatiseur cible; sélectionner un module de capteur recommandé à partir du module de capteur manquant selon des données d'utilisateur de l'utilisateur cible et/ou des données de condition de travail du climatiseur cible; et envoyer, à un dispositif qui est associé à l'utilisateur cible, des informations de recommandation du module de capteur recommandé.
PCT/CN2022/082522 2021-08-31 2022-03-23 Procédé de recommandation de module de capteur de climatiseur et serveur, climatiseur et support WO2023029451A1 (fr)

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CN202111017764.8 2021-08-31
CN202111017764.8A CN115730132A (zh) 2021-08-31 2021-08-31 空调器传感器模块的推荐方法、服务器、空调器及介质

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Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20140207288A1 (en) * 2013-01-24 2014-07-24 Belimo Holding Ag Control unit for an hvac system comprising an economizer and method for operating such control unit
US20170321920A1 (en) * 2016-05-06 2017-11-09 Howard Rosen Apparatus and method for improved control of a mini split hvac system
CN111445305A (zh) * 2020-03-23 2020-07-24 珠海格力电器股份有限公司 一种家用电器的推荐方法、装置、存储介质及服务器

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20140207288A1 (en) * 2013-01-24 2014-07-24 Belimo Holding Ag Control unit for an hvac system comprising an economizer and method for operating such control unit
US20170321920A1 (en) * 2016-05-06 2017-11-09 Howard Rosen Apparatus and method for improved control of a mini split hvac system
CN111445305A (zh) * 2020-03-23 2020-07-24 珠海格力电器股份有限公司 一种家用电器的推荐方法、装置、存储介质及服务器

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