Household equipment processing method and device, electronic equipment and readable medium

Abstract

The embodiment of the invention provides a household equipment processing method and device, electronic equipment and a readable medium. The method comprises the following steps: according to energy consumption information corresponding to at least one device in a preset home space, determining a priority corresponding to the at least one device; collecting behavior information and surrounding environment information of the user; inputting the behavior information of the user, the surrounding environment information and the priority corresponding to the at least one device into a preset scene model, and obtaining device control information output by the scene model; and adjusting the running state of the equipment by adopting the equipment control information. Therefore, the operation state of the equipment can be reasonably adjusted based on the use habit of the user and the energy consumption of the equipment, and the energy consumption of the household equipment is reduced and unnecessary energy waste is avoided under the condition that the use requirement of the user is met.

Description

Technical Field

[0001] The present invention relates to the field of electrical appliance technology, and in particular to a processing method for household appliances, a processing device for household appliances, an electronic device and a computer-readable medium. Background Art

[0002] With the advancement of technology, smart home devices have gradually become an important part of modern families. Smart air conditioners, smart lighting, smart home appliances and other devices not only improve the convenience of life, but also provide users with a more comfortable living environment. Although the functions of smart home devices are constantly optimized, users do not fully recognize the importance of energy saving in actual use. At the same time, the configuration process of smart home devices is relatively complicated, resulting in the failure to use smart home devices in a better energy consumption state, resulting in a waste of resources. Summary of the invention

[0003] The embodiments of the present invention provide a processing method, device, electronic device and computer-readable storage medium for home appliances to solve the problem that smart home appliances cannot be used in an optimal energy consumption state.

[0004] An embodiment of the present invention discloses a method for processing household equipment, the method comprising:

[0005] Determining the priority corresponding to at least one device in a preset home space according to energy consumption information corresponding to the at least one device;

[0006] Collect user behavior information and surrounding environment information;

[0007] Inputting the user's behavior information, the surrounding environment information, and the priorities respectively corresponding to the at least one device into a preset scenario model, and obtaining device control information output by the scenario model;

[0008] The device control information is used to adjust the operating state of the device.

[0009] Optionally, the step of determining the priority corresponding to at least one device respectively according to the energy consumption information corresponding to at least one device in the preset home space includes:

[0010] Get the user's device preference information;

[0011] The priority corresponding to at least one device in a preset home space is determined according to energy consumption information corresponding to the at least one device and the device preference information.

[0012] Optionally, the step of inputting the user's behavior information, the surrounding environment information, and the priorities respectively corresponding to the at least one device into a preset scenario model, and obtaining the device control information output by the scenario model includes:

[0013] Obtain the user's device adjustment instructions;

[0014] The user's behavior information, the surrounding environment information, the priorities respectively corresponding to the at least one device, and the user's device adjustment instruction are input into a preset scenario model to obtain device control information output by the scenario model.

[0015] Optionally, the step of inputting the user's behavior information, the surrounding environment information, and the priorities respectively corresponding to the at least one device into a preset scenario model, and obtaining the device control information output by the scenario model includes:

[0016] respectively obtaining a load status of the at least one device;

[0017] The user's behavior information, the surrounding environment information, the priorities corresponding to the at least one device, and the load status of the at least one device are input into a preset scenario model to obtain device control information output by the scenario model.

[0018] Optionally, the step of collecting user behavior information and surrounding environment information includes:

[0019] Collecting the user's daily activity information and / or device usage frequency information as the user's behavior information;

[0020] At least one of the temperature information, humidity information, and light information of the home space is collected as the surrounding environment information.

[0021] Optionally, the step of inputting the user's behavior information, the surrounding environment information, and the priorities respectively corresponding to the at least one device into a preset scenario model, and obtaining the device control information output by the scenario model includes:

[0022] Get time information and geographic location information;

[0023] The user's behavior information, the surrounding environment information, the priorities respectively corresponding to the at least one device, the time information and the geographic location information are input into a preset scenario model to obtain the device control information output by the scenario model.

[0024] Optionally, the method further comprises:

[0025] Determining the adjusted energy consumption information of the device according to the adjusted operating state of the device;

[0026] The scenario model is adjusted according to the adjusted energy consumption information of the device.

[0027] Optionally, the method further comprises:

[0028] Obtain adjustment feedback information issued by the user for the adjusted device;

[0029] The scene model is adjusted according to the adjustment feedback information.

[0030] Optionally, the method further comprises:

[0031] Obtaining a load state of the device after adjustment;

[0032] The scenario model is adjusted based on the adjusted load state of the device.

[0033] The embodiment of the present invention further provides a processing device for household appliances, characterized in that the device comprises:

[0034] A priority determination module, used to determine the priority corresponding to at least one device in a preset home space according to energy consumption information corresponding to the at least one device;

[0035] Information collection module, used to collect user behavior information and surrounding environment information;

[0036] A device control information output module, used to input the user's behavior information, the surrounding environment information, and the priority corresponding to the at least one device into a preset scene model, and obtain the device control information output by the scene model;

[0037] The device adjustment module is used to use the device control information to adjust the operating state of the device.

[0038] Optionally, the priority determination module includes:

[0039] The device preference acquisition submodule is used to obtain the user's device preference information;

[0040] The priority determination submodule is used to determine the priority corresponding to at least one device in a preset home space according to the energy consumption information corresponding to at least one device and the device preference information.

[0041] Optionally, the device control information output module includes:

[0042] The adjustment instruction acquisition submodule is used to obtain the user's device adjustment instruction;

[0043] The adjustment instruction input submodule is used to input the user's behavior information, the surrounding environment information, the priorities corresponding to the at least one device, and the user's device adjustment instruction into a preset scene model to obtain the device control information output by the scene model.

[0044] Optionally, the device control information output module includes:

[0045] A load status acquisition submodule, used to respectively acquire the load status of the at least one device;

[0046] The load status input submodule is used to input the user's behavior information, the surrounding environment information, the priorities corresponding to the at least one device, and the load status of the at least one device into a preset scenario model to obtain the device control information output by the scenario model.

[0047] Optionally, the information collection module includes:

[0048] The behavior information collection submodule is used to collect the user's daily activity information and / or device usage frequency information as the user's behavior information;

[0049] The environmental information collection submodule is used to collect at least one of the temperature information, humidity information, and light information of the home space as the surrounding environment information.

[0050] Optionally, the device control information output module includes:

[0051] The time and geographic information acquisition submodule is used to obtain time information and geographic location information;

[0052] The time and geographic information input submodule is used to input the user's behavior information, the surrounding environment information, the priority corresponding to the at least one device, the time information and the geographic location information into a preset scene model to obtain the device control information output by the scene model.

[0053] Optionally, the device further comprises:

[0054] An energy consumption information acquisition module, used to determine the adjusted energy consumption information of the device according to the adjusted operating state of the device;

[0055] The first scene model adjustment module is used to adjust the scene model according to the adjusted energy consumption information of the device.

[0056] Optionally, the device further comprises:

[0057] An adjustment feedback acquisition module is used to acquire adjustment feedback information issued by the user for the adjusted device;

[0058] The second scene model adjustment module is used to adjust the scene model according to the adjustment feedback information.

[0059] Optionally, the device further comprises:

[0060] A load state acquisition module, used to acquire the load state of the device after adjustment;

[0061] The third scene model adjustment module is used to adjust the scene model based on the adjusted load state of the device.

[0062] The embodiment of the present invention further discloses an electronic device, comprising a processor, a communication interface, a memory and a communication bus, wherein the processor, the communication interface and the memory communicate with each other via the communication bus;

[0063] The memory is used to store computer programs;

[0064] The processor is used to implement the method described in the embodiment of the present invention when executing the program stored in the memory.

[0065] The embodiment of the present invention further discloses one or more computer-readable media on which instructions are stored. When executed by one or more processors, the processors are enabled to execute the method described in the embodiment of the present invention.

[0066] The embodiments of the present invention include the following advantages:

[0067] The processing method for household appliances provided by the embodiment of the present invention determines the priority of at least one appliance respectively according to the energy consumption information corresponding to at least one appliance in the preset household space; collects the user's behavior information and the surrounding environment information; inputs the user's behavior information, the surrounding environment information, and the priority of at least one appliance respectively into the preset scene model, obtains the device control information output by the scene model; and uses the device control information to adjust the operation state of the appliance. In this way, the operation state of the appliance can be reasonably adjusted based on the user's usage habits and the energy consumption of the appliance, and the energy consumption of the household appliance can be reduced while meeting the user's usage needs, thereby avoiding unnecessary energy waste. BRIEF DESCRIPTION OF THE DRAWINGS

[0068] Figure 1 is a flowchart of the steps of a processing method for household equipment provided in an embodiment of the present invention;

[0069] Figure 2 is a structural block diagram of a processing device for household equipment provided in an embodiment of the present invention;

[0070] Figure 3 is a block diagram of an electronic device provided in an embodiment of the present invention;

[0071] Figure 4 is a schematic diagram of a computer-readable medium provided in an embodiment of the present invention. DETAILED DESCRIPTION

[0072] In order to make the above-mentioned objects, features and advantages of the present invention more obvious and easy to understand, the present invention is further described in detail below with reference to the accompanying drawings and specific embodiments.

[0073] Reference Figure 1 , shows a flowchart of a processing method for a household device provided in an embodiment of the present invention, which may specifically include the following steps:

[0074] It should be noted that home appliances may refer to various devices and apparatuses used to improve the comfort, convenience and safety of family life. Remote control, automated operation and intelligent management of home appliances can be achieved through technologies such as the Internet, sensors, and automation systems. Home appliances may include, but are not limited to: smart home appliances, smart lighting systems, smart security equipment, smart environmental control equipment, smart entertainment equipment, smart cleaning equipment, smart health equipment, smart kitchen equipment, smart curtains / windows, smart energy management equipment, smart voice assistants and smart home hubs. In an embodiment of the present application, the operating status of home appliances can be controlled.

[0075] Step 101, determining the priority corresponding to at least one device in a preset home space according to energy consumption information corresponding to the at least one device;

[0076] In an embodiment of the present invention, a home space refers to the main activity place of a user's daily life, including a living room, a bedroom, a kitchen, a bathroom, a study, etc. A home space may include at least one home appliance. Among them, home appliances may include kitchen appliances such as refrigerators, ovens, dishwashers, microwave ovens, rice cookers, etc., life appliances such as washing machines, air conditioners, water heaters, vacuum cleaners, light bulbs, etc., and entertainment and office appliances such as televisions, computers, and audio systems. Some devices in a home space may have certain functional interchangeability. For example, when a user needs to listen to music, he or she may choose to use an audio system to play music, or he or she may choose to use a TV to play music. For another example, a home space may be provided with a plurality of different types of lamps such as ceiling lamps, wall lamps, spotlights, and bedside lamps, which can all be used to illuminate the home space, but the power consumption of different types of lamps may be different. For another example, a home space may be provided with temperature control devices such as air conditioners and fans, but different temperature control devices may have different temperature control ranges and energy consumption.

[0077] In an embodiment of the present invention, different household appliances may have different energy consumption information. In order to avoid wasting resources, when a user needs to use a device, priority may be given to using a household appliance with lower energy consumption. Thus, different priorities may be assigned to household appliances based on energy consumption information, and household appliances with lower energy consumption may have a higher priority, while appliances with higher energy consumption may have a lower priority.

[0078] Step 102, collecting user behavior information and surrounding environment information;

[0079] In the embodiment of the present application, the user's behavior information and surrounding environment information may be collected. The user behavior information may be various activities and operation data of the user in the home environment. For example, the user uses lighting equipment in time period A, the user plays music in time period B, and the user turns on the air conditioner and sets it to 22 degrees when the outside temperature is greater than 30 degrees.

[0080] Environmental information may be data of various environmental parameters in a home space, for example, temperature, humidity, light brightness, etc. in a home space.

[0081] Step 103, inputting the user's behavior information, the surrounding environment information, and the priority corresponding to the at least one device into a preset scenario model, and obtaining device control information output by the scenario model;

[0082] In the embodiment of the present invention, based on the user's behavior information and the surrounding environment information, the device that the user may need to operate and the operation mode of the device can be inferred, and the device control information can be automatically generated while considering the condition of meeting the low energy consumption. The device control information can record the operation status of at least one device, so as to adjust the operation status of at least one device for the user so that the operation status of the device can meet the user's preference.

[0083] Thus, a scenario model can be set, which can be a linear programming, genetic algorithm, multi-layer perceptron, neural network, etc. It can take the user's behavior information, surrounding environment information, and the priority corresponding to at least one device as model input, and output device control information.

[0084] As a specific example of the present invention, when the scene model is a neural network model, the user's behavior information, surrounding environment information, and the priority level corresponding to at least one device can be spliced ​​into a piece of text information and input into the scene model. The scene model can extract features from the text information and output device control information based on the extracted features.

[0085] In order to output device control information based on user behavior information, surrounding environment information, and the priority level corresponding to at least one device, the scenario model may be trained.

[0086] There may be a number of training samples, which may include model input information and standard output information corresponding to the model output information. The model output information may be user behavior information, surrounding environment information, and the priority corresponding to at least one device, and the standard output information may be device control information used as a learning template.

[0087] Afterwards, the model input information can be used as the input of the scene model to obtain the device control information output by the scene model. Afterwards, the device control information output by the scene model can be compared with the device control information used as a learning template to determine the loss function of the model, and the model parameters of the scene model can be adjusted based on the loss function until the loss function of the model meets the preset training conditions, thereby obtaining a trained scene model.

[0088] Step 104: Use the device control information to adjust the operating state of the device.

[0089] It should be noted that the operating state of a device may refer to the specific state and parameters of the device during operation, including the switch state, working mode, performance indicators, fault information, etc. of the device. In an embodiment of the present application, the operating state of the device may be adjusted using device control information. Since the device control information is obtained based on the user's behavior information, the surrounding environment information, and the priority corresponding to at least one device, the operating state of the device may be adjusted using the device control information, so that the device can operate in a lower energy consumption state while meeting the user's preferences, without the need for the user to set it up.

[0090] The processing method for household appliances provided by the embodiment of the present invention determines the priority of at least one appliance respectively according to the energy consumption information corresponding to at least one appliance in the preset household space; collects the user's behavior information and the surrounding environment information; inputs the user's behavior information, the surrounding environment information, and the priority of at least one appliance respectively into the preset scene model, obtains the device control information output by the scene model; and uses the device control information to adjust the operation state of the appliance. In this way, the operation state of the appliance can be reasonably adjusted based on the user's usage habits and the energy consumption of the appliance, and the energy consumption of the household appliance can be reduced while meeting the user's usage needs, thereby avoiding unnecessary energy waste.

[0091] In an embodiment of the present invention, the step of determining the priority corresponding to at least one device according to the energy consumption information corresponding to at least one device in the preset home space includes:

[0092] S11, obtaining the user's device preference information;

[0093] It should be noted that device preference information may refer to the personalized needs and habits of users when using devices, which may record the home devices that users prefer to use, the preferred usage methods of the home devices by users, etc. In order to make the adjustment method of home devices more in line with the preferences of users, the device preference information of users may be obtained in advance.

[0094] In a specific implementation, the device preference information of the user can be obtained through active feedback from the user, analysis of the user's historical device usage records, etc., and the present invention does not impose any limitation on this.

[0095] S12: Determine a priority level corresponding to at least one device in a preset home space according to energy consumption information corresponding to the at least one device and the device preference information.

[0096] In a specific implementation, in order to make the adjusted device state satisfy the user's preference, the priority of the device may be determined based on both the user's preference and the device's energy consumption.

[0097] For example, if the user prefers to use high-energy-consuming devices during low-peak hours, then the priority of the high-energy-consuming devices can be appropriately increased for the low-peak hours.

[0098] In one embodiment of the present invention, the step of inputting the user's behavior information, the surrounding environment information, and the priorities corresponding to the at least one device into a preset scenario model, and obtaining the device control information output by the scenario model includes:

[0099] S21, obtaining a device adjustment instruction from a user;

[0100] In an embodiment of the present invention, the device adjustment instruction can be used by the user to control and adjust the operating state of the device. The user can issue the device adjustment instruction by operating a preset user interface, issuing a voice instruction, issuing a gesture instruction, etc. Thus, the user's device adjustment instruction can be received.

[0101] S22, inputting the user's behavior information, the surrounding environment information, the priorities corresponding to the at least one device, and the user's device adjustment instruction into a preset scenario model, and obtaining the device control information output by the scenario model.

[0102] In a specific implementation, in the process of determining how the device should be adjusted, it is also possible to further consider the device adjustment instructions actively issued by the user on the basis of considering the user's behavior information, the surrounding environment information, and the priority corresponding to at least one device, and consider how to adjust the operating status of the device, and output the device control information through the scene model.

[0103] Therefore, in the process of adjusting the operating status of the device, in addition to referring to objective factors such as user behavior information, surrounding environment information, and the priority corresponding to at least one device, the user's subjective wishes can be further referred to, so that the output device control information can better meet the user's current wishes.

[0104] In one embodiment of the present invention, the step of inputting the user's behavior information, the surrounding environment information, and the priorities corresponding to the at least one device into a preset scenario model, and obtaining the device control information output by the scenario model includes:

[0105] S31, respectively obtaining a load status of the at least one device;

[0106] It should be noted that the load state may refer to the workload of the device during operation, including the load amount, load type, load change trend, and the impact of the load on the performance and life of the device. In the embodiment of the present application, the priority of the device can be determined according to the load state.

[0107] Specifically, there can be a certain correspondence between load status and energy consumption. Generally speaking, when the device is running, the higher the load, the greater the energy consumption required. For example, when the air conditioner is under high load (such as high cooling or heating demand), the energy consumption will increase significantly. When the device is under low load or idle state, the energy consumption will decrease significantly. For example, the energy consumption of a computer in standby mode is much lower than that when it is running at full speed. At the same time, fluctuations in device load will lead to unstable energy consumption. For example, when a server processes a burst of requests, the energy consumption will increase instantly.

[0108] At the same time, if the equipment is in a high-load state for a long time, the energy consumption of the equipment may increase abnormally. For example, if the energy consumption of the equipment is too high, it may cause the equipment to overheat or performance to decline, thereby increasing the load. For example, when the energy consumption of the air conditioner is too high, the cooling efficiency may decrease, thereby increasing the load.

[0109] In a specific implementation, if user A's smart air conditioner needs frequent cooling during the summer peak period, the air conditioner runs under high load, the energy consumption increases significantly, and the energy consumption of the air conditioner reaches a peak during the peak period, and the electricity bill increases significantly.

[0110] Thus, the load status of at least one device can be acquired respectively, so that the load status of the device can be further considered in the process of adjusting the operating status of the device.

[0111] S32, inputting the user's behavior information, the surrounding environment information, the priorities corresponding to the at least one device, and the load status of the at least one device into a preset scenario model, and obtaining the device control information output by the scenario model.

[0112] In a specific implementation, the user's behavior information, the surrounding environment information, the priority corresponding to at least one device, and the load status of at least one device can be input into a preset scenario model to obtain the device control information output by the scenario model. In this way, the load status of the device can be further considered in the process of adjusting the device operation status, so that the load between devices can be relatively balanced, and a certain device can be prevented from operating under an excessively high load.

[0113] In one embodiment of the present invention, the step of collecting user behavior information and surrounding environment information includes:

[0114] S41, collecting the user's daily activity information and / or device usage frequency information as the user's behavior information;

[0115] It should be noted that the daily activity information may refer to the daily activities and operation data of the user in the home environment. In the embodiment of the present application, the user's behavior information may include the daily activity information.

[0116] In a specific implementation, daily activity information can be recorded by recording the user's usage records through home devices set in the home space, and by sensing user activities through sensors set in the home space.

[0117] Among them, daily activity information can include: daily activity time such as waking time, meal time, sleep time, etc. Life habits such as lighting preferences, temperature settings, music selections, etc.

[0118] For example, for smart speakers, the user's operating behavior (such as playing music, setting alarms, etc.) can be recorded through voice commands. For smart door locks, the user's entry and exit time and frequency can be recorded.

[0119] For another example, a camera can be set up to analyze user behaviors, such as cooking and watching TV, through image recognition technology.

[0120] Device usage frequency information may refer to the number of times and duration of use of a device within a period of time. Collecting this information can help the system optimize device operation, extend device life, and support energy-saving management. In an embodiment of the present application, user behavior information may include device usage frequency information.

[0121] Equipment usage frequency information can be obtained by smart home appliances such as smart air conditioners and smart washing machines, which record their own usage frequency and duration.

[0122] The device usage frequency information may include: the number of times the device is used within a period of time, the duration of use of the device within a period of time, the time period of use of the device in a day, the usage mode of the device (such as the frequency of use of the cooling / heating mode of the air conditioner), etc. The present invention does not limit this.

[0123] In an embodiment of the present application, the user's daily activity information and / or device usage frequency information may be collected as the user's behavior information.

[0124] In specific implementations, daily activity information and device usage frequency information can influence each other. For example, after a user gets up in the morning, the frequency of using air conditioners and lights will increase. By integrating daily activity information and device usage frequency information, a more comprehensive understanding of user behavior and device operating status can be achieved. By analyzing daily activity information and device usage frequency information, more accurate optimization strategies can be formulated (such as automatically turning on devices during user-common time periods).

[0125] S42, collecting at least one of the temperature information, humidity information, and light information of the home space as surrounding environment information.

[0126] In an embodiment of the present invention, at least one of temperature information, humidity information, and light information in a home space may be collected as ambient environment information.

[0127] The temperature information may refer to the temperature of the home space. The temperature information may be obtained by collecting temperature information through a temperature sensor, such as a thermocouple, a thermistor, and a digital temperature sensor. The temperature information may also be obtained by real-time monitoring of the indoor temperature through an intelligent thermostat, or by real-time monitoring of the indoor temperature through an intelligent air conditioner with a built-in temperature sensor.

[0128] The humidity information may refer to the humidity of the home space. The humidity information may be obtained by collecting humidity information through a humidity sensor, such as a capacitive humidity sensor and a resistive humidity sensor. It may also be obtained by monitoring the indoor humidity in real time through a smart humidifier / dehumidifier with a built-in humidity sensor.

[0129] Light information may refer to the light intensity of a home space. Light information may be obtained by collecting light information through a light sensor, such as a photoresistor and a digital light sensor. Light information may also be obtained by collecting light information through a smart lighting system with a built-in light sensor. Light information may also be obtained by collecting light information through a smart curtain with a built-in light sensor.

[0130] In an embodiment of the present application, at least one of the temperature information, humidity information, and lighting information of the home space can be collected as ambient environment information to achieve perception of the environment in the home space, so as to analyze the appropriate device application method in the current environment.

[0131] In one embodiment of the present invention, the step of inputting the user's behavior information, the surrounding environment information, and the priorities corresponding to the at least one device into a preset scenario model, and obtaining the device control information output by the scenario model includes:

[0132] S51, obtaining time information and geographic location information;

[0133] In the embodiment of the present invention, since the changes in the user's behavior information and surrounding environment information are usually closely related to time and the space where the home space is located, better control of the device can be achieved by obtaining time information and geographic location information.

[0134] In a specific implementation, the time information can be obtained through the device's built-in clock, network time protocol, and mobile phone applications. By obtaining the time information, the device control and time association can be better analyzed based on the time information, so that the device's operating status matches the current time period.

[0135] Geographic location information may refer to the province or city where the home space is located. Geographic location information may be associated with changes in the external environment. By obtaining geographic location information, the relationship between user behavior and the external environment may be better analyzed, and the device may be better adjusted to match the device with the external environment.

[0136] S52, inputting the user's behavior information, the surrounding environment information, the priorities corresponding to the at least one device, the time information and the geographic location information into a preset scenario model, and obtaining the device control information output by the scenario model.

[0137] In an embodiment of the present application, the user's behavior information, surrounding environment information, the priority level of at least one device, time information, and geographic location information corresponding to each device can be input into a preset scenario model to obtain device control information output by the scenario model. Thus, in determining the device control method, the relationship between time and geographic location can be further considered, so that the operating state of the adjusted device can better meet the needs of the user and avoid energy waste.

[0138] In one embodiment of the present invention, the method further comprises:

[0139] S61, determining the adjusted energy consumption information of the device according to the adjusted operating state of the device;

[0140] In the embodiment of the present application, the energy consumption information of the device after adjustment can be determined according to the operating state of the device after adjustment.

[0141] In a specific implementation, after the operating state of the device changes, the energy consumption information of the device can be recalculated in order to evaluate the adjusted energy consumption level. The operating state of the device (such as switch state, working mode, load state, etc.) can be monitored in real time through sensors or smart devices. According to the operating state of the device, combined with the energy consumption model of the device (such as power, operating time, etc.), the adjusted energy consumption information is calculated.

[0142] S62: Adjust the scene model according to the adjusted energy consumption information of the device.

[0143] In an embodiment of the present application, the scene model can be adjusted according to the energy consumption information after the device is adjusted.

[0144] In a specific implementation, the scenario model can be optimized based on the adjusted energy consumption information to achieve more efficient energy management and equipment operation. The adjusted energy consumption information can be analyzed to identify high energy consumption equipment or high energy consumption time periods. Based on the energy consumption analysis results, the equipment operation rules in the scenario model are adjusted (such as optimizing the equipment operation time, adjusting the equipment operation mode, etc.).

[0145] In one embodiment of the present invention, the method further comprises:

[0146] S71, obtaining adjustment feedback information sent by the user for the adjusted device;

[0147] It should be noted that the adjustment feedback information may refer to the feedback provided by the user on the adjusted operating state, function settings or operating experience of the device. Adjustment feedback information is of great significance for optimizing device operation, improving user experience and improving scenario models. In an embodiment of the present application, adjustment feedback information may be used to optimize the scenario model.

[0148] Adjustment feedback information may include, for example, the user's rating or text evaluation of the operating status of the device after adjustment, the user's suggestions for improving the device's functions, the user's preferences for device functions (such as "prefer energy-saving mode"), the user's feedback on the device's energy consumption, the user's feedback on the device's performance (such as "the operation is more stable"), the user's feedback on the device's safety (such as "there is no abnormal noise when the device is running"), the user's feedback on the device's health effects (such as "the air quality has improved"), etc.

[0149] In an embodiment of the present application, adjustment feedback information issued by the user for the adjusted device may be obtained.

[0150] In the specific implementation, the user's feedback information can be used to understand the user's satisfaction and needs for device adjustment, so as to further optimize the scenario model. The user's feedback information can be obtained through mobile phone applications, voice assistants or device interfaces. Users can provide feedback on the user experience after the device is adjusted (such as comfort, energy consumption level, ease of operation, etc.).

[0151] S72: Adjust the scene model according to the adjustment feedback information.

[0152] In the embodiment of the present application, the scene model can be adjusted according to the adjustment feedback information.

[0153] In a specific implementation, the scenario model can be optimized based on user feedback information to meet the user's personalized needs. The user's feedback information can be analyzed to identify the user's preferences and needs. Based on the feedback analysis results, the device operation rules in the scenario model can be adjusted (such as adjusting the device's default settings, optimizing the device's operation mode, etc.).

[0154] In one embodiment of the present invention, the method further comprises:

[0155] S81, obtaining the load state of the device after adjustment;

[0156] In the embodiment of the present application, the load state of the device after adjustment can be obtained;

[0157] In a specific implementation, the load status of the device can be re-monitored after the device operating status changes in order to evaluate the adjusted load level. The load status of the device (such as current, voltage, power, etc.) can be monitored in real time by sensors or smart devices. For example, when a washing machine switches from standard mode to quick wash mode, the system will re-monitor the load status of the washing machine.

[0158] S82: Adjust the scene model based on the adjusted load state of the device.

[0159] In an embodiment of the present application, the scene model may be adjusted based on the load state of the device after adjustment.

[0160] In a specific implementation, the scenario model can be optimized according to the adjusted load state to achieve more efficient device operation and resource utilization. The adjusted load state can be analyzed to identify high-load devices or high-load periods. The device operation rules in the scenario model can be adjusted according to the load analysis results (such as optimizing the device's operating time, adjusting the device's operating mode, etc.).

[0161] It should be noted that, for the sake of simplicity, the method embodiments are described as a series of action combinations, but those skilled in the art should be aware that the embodiments of the present invention are not limited by the order of the actions described, because according to the embodiments of the present invention, certain steps can be performed in other orders or simultaneously. Secondly, those skilled in the art should also be aware that the embodiments described in the specification are all preferred embodiments, and the actions involved are not necessarily required by the embodiments of the present invention.

[0162] Reference Figure 2 , shows a structural block diagram of a processing device for household appliances provided in an embodiment of the present invention, which may specifically include the following modules:

[0163] The priority determination module 201 is used to determine the priority corresponding to at least one device in a preset home space according to the energy consumption information corresponding to the at least one device;

[0164] The information collection module 202 is used to collect user behavior information and surrounding environment information;

[0165] The device control information output module 203 is used to input the user's behavior information, the surrounding environment information, and the priority corresponding to the at least one device into a preset scene model to obtain the device control information output by the scene model;

[0166] The device adjustment module 204 is used to adjust the operating state of the device using the device control information.

[0167] Optionally, the priority determination module includes:

[0168] The device preference acquisition submodule is used to obtain the user's device preference information;

[0169] The priority determination submodule is used to determine the priority corresponding to at least one device in a preset home space according to the energy consumption information corresponding to at least one device and the device preference information.

[0170] Optionally, the device control information output module includes:

[0171] The adjustment instruction acquisition submodule is used to obtain the user's device adjustment instruction;

[0172] The adjustment instruction input submodule is used to input the user's behavior information, the surrounding environment information, the priorities corresponding to the at least one device, and the user's device adjustment instruction into a preset scene model to obtain the device control information output by the scene model.

[0173] Optionally, the device control information output module includes:

[0174] A load status acquisition submodule, used to respectively acquire the load status of the at least one device;

[0175] The load status input submodule is used to input the user's behavior information, the surrounding environment information, the priorities corresponding to the at least one device, and the load status of the at least one device into a preset scenario model to obtain the device control information output by the scenario model.

[0176] Optionally, the information collection module includes:

[0177] The behavior information collection submodule is used to collect the user's daily activity information and / or device usage frequency information as the user's behavior information;

[0178] The environmental information collection submodule is used to collect at least one of the temperature information, humidity information, and light information of the home space as the surrounding environment information.

[0179] Optionally, the device control information output module includes:

[0180] The time and geographic information acquisition submodule is used to obtain time information and geographic location information;

[0181] The time and geographic information input submodule is used to input the user's behavior information, the surrounding environment information, the priority corresponding to the at least one device, the time information and the geographic location information into a preset scene model to obtain the device control information output by the scene model.

[0182] Optionally, the device further comprises:

[0183] An energy consumption information acquisition module, used to determine the adjusted energy consumption information of the device according to the adjusted operating state of the device;

[0184] The first scene model adjustment module is used to adjust the scene model according to the adjusted energy consumption information of the device.

[0185] Optionally, the device further comprises:

[0186] An adjustment feedback acquisition module is used to acquire adjustment feedback information issued by the user for the adjusted device;

[0187] The second scene model adjustment module is used to adjust the scene model according to the adjustment feedback information.

[0188] Optionally, the device further comprises:

[0189] A load state acquisition module, used to acquire the load state of the device after adjustment;

[0190] The third scene model adjustment module is used to adjust the scene model based on the adjusted load state of the device.

[0191] Through the processing device of household equipment provided by the embodiment of the present invention, according to the energy consumption information corresponding to at least one device in the preset household space, the priority corresponding to at least one device is determined; the user's behavior information and the surrounding environment information are collected; the user's behavior information, the surrounding environment information, and the priority corresponding to at least one device are input into the preset scene model to obtain the device control information output by the scene model; the device control information is used to adjust the running state of the device. In this way, the running state of the device can be reasonably adjusted based on the user's usage habits and the energy consumption of the device, and the energy consumption of the household device can be reduced while meeting the user's usage needs, avoiding unnecessary energy waste.

[0192] As for the device embodiment, since it is basically similar to the method embodiment, the description is relatively simple, and the relevant parts can be referred to the partial description of the method embodiment.

[0193] In addition, an embodiment of the present invention further provides an electronic device, such as Figure 3 As shown, it includes a processor 301, a communication interface 302, a memory 303 and a communication bus 304, wherein the processor 301, the communication interface 302, and the memory 303 communicate with each other through the communication bus 304.

[0194] Memory 303, used for storing computer programs;

[0195] The processor 301 is used to execute the program stored in the memory 303 to implement the following steps:

[0196] Determining the priority corresponding to at least one device in a preset home space according to energy consumption information corresponding to the at least one device;

[0197] Collect user behavior information and surrounding environment information;

[0198] Inputting the user's behavior information, the surrounding environment information, and the priorities respectively corresponding to the at least one device into a preset scenario model, and obtaining device control information output by the scenario model;

[0199] The device control information is used to adjust the operating state of the device.

[0200] Optionally, the step of determining the priority corresponding to at least one device respectively according to the energy consumption information corresponding to at least one device in the preset home space includes:

[0201] Get the user's device preference information;

[0202] The priority corresponding to at least one device in a preset home space is determined according to energy consumption information corresponding to the at least one device and the device preference information.

[0203] Optionally, the step of inputting the user's behavior information, the surrounding environment information, and the priorities respectively corresponding to the at least one device into a preset scenario model, and obtaining the device control information output by the scenario model includes:

[0204] Obtain the user's device adjustment instructions;

[0205] The user's behavior information, the surrounding environment information, the priorities respectively corresponding to the at least one device, and the user's device adjustment instruction are input into a preset scenario model to obtain device control information output by the scenario model.

[0206] Optionally, the step of inputting the user's behavior information, the surrounding environment information, and the priorities respectively corresponding to the at least one device into a preset scenario model, and obtaining the device control information output by the scenario model includes:

[0207] respectively obtaining a load status of the at least one device;

[0208] The user's behavior information, the surrounding environment information, the priorities corresponding to the at least one device, and the load status of the at least one device are input into a preset scenario model to obtain device control information output by the scenario model.

[0209] Optionally, the step of collecting user behavior information and surrounding environment information includes:

[0210] Collecting the user's daily activity information and / or device usage frequency information as the user's behavior information;

[0211] At least one of the temperature information, humidity information, and light information of the home space is collected as the surrounding environment information.

[0212] Optionally, the step of inputting the user's behavior information, the surrounding environment information, and the priorities respectively corresponding to the at least one device into a preset scenario model, and obtaining the device control information output by the scenario model includes:

[0213] Get time information and geographic location information;

[0214] The user's behavior information, the surrounding environment information, the priorities respectively corresponding to the at least one device, the time information and the geographic location information are input into a preset scenario model to obtain the device control information output by the scenario model.

[0215] Optionally, the method further comprises:

[0216] Determining the adjusted energy consumption information of the device according to the adjusted operating state of the device;

[0217] The scenario model is adjusted according to the adjusted energy consumption information of the device.

[0218] Optionally, the method further comprises:

[0219] Obtain adjustment feedback information issued by the user for the adjusted device;

[0220] The scene model is adjusted according to the adjustment feedback information.

[0221] Optionally, the method further comprises:

[0222] Obtaining a load state of the device after adjustment;

[0223] The scenario model is adjusted based on the adjusted load state of the device.

[0224] Through the electronic device provided by the embodiment of the present invention, according to the energy consumption information corresponding to at least one device in the preset home space, the priority corresponding to at least one device is determined; the user's behavior information and the surrounding environment information are collected; the user's behavior information, the surrounding environment information, and the priority corresponding to at least one device are input into the preset scene model to obtain the device control information output by the scene model; the device control information is used to adjust the running state of the device. In this way, the running state of the device can be reasonably adjusted based on the user's usage habits and the energy consumption of the device, and the energy consumption of the home device can be reduced while meeting the user's usage needs, avoiding unnecessary energy waste.

[0225] The communication bus mentioned in the above terminal can be a Peripheral Component Interconnect (PCI) bus or an Extended Industry Standard Architecture (EISA) bus, etc. The communication bus can be divided into an address bus, a data bus, a control bus, etc. For ease of representation, only one thick line is used in the figure, but it does not mean that there is only one bus or one type of bus.

[0226] The communication interface is used for communication between the above terminal and other devices.

[0227] The memory may include a random access memory (RAM) or a non-volatile memory, such as at least one disk memory. Optionally, the memory may also be at least one storage device located away from the aforementioned processor.

[0228] The above-mentioned processor can be a general-purpose processor, including a central processing unit (CPU), a network processor (NP), etc.; it can also be a digital signal processor (DSP), an application specific integrated circuit (ASIC), a field programmable gate array (FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components.

[0229] like Figure 4 As shown, in another embodiment provided by the present invention, a computer-readable storage medium 401 is also provided, in which instructions are stored. When the computer-readable storage medium is run on a computer, the computer executes the processing method of the household appliance described in the above embodiment.

[0230] In another embodiment of the present invention, a computer program product including instructions is provided. When the computer program product is run on a computer, the computer executes the processing method of the household device described in the above embodiment.

[0231] In the above embodiments, it can be implemented in whole or in part by software, hardware, firmware or any combination thereof. When implemented by software, it can be implemented in whole or in part in the form of a computer program product. The computer program product includes one or more computer instructions. When the computer program instructions are loaded and executed on a computer, the process or function described in the embodiment of the present invention is generated in whole or in part. The computer can be a general-purpose computer, a special-purpose computer, a computer network, or other programmable device. The computer instructions can be stored in a computer-readable storage medium, or transmitted from one computer-readable storage medium to another computer-readable storage medium. For example, the computer instructions can be transmitted from a website site, computer, server or data center to another website site, computer, server or data center by wired (e.g., coaxial cable, optical fiber, digital subscriber line (DSL)) or wireless (e.g., infrared, wireless, microwave, etc.). The computer-readable storage medium can be any available medium that a computer can access or a data storage device such as a server or data center that includes one or more available media integrated. The available medium can be a magnetic medium (e.g., a floppy disk, a hard disk, a tape), an optical medium (e.g., a DVD), or a semiconductor medium (e.g., a solid-state hard disk Solid State Disk (SSD)), etc.

[0232] It should be noted that, in this article, relational terms such as first and second, etc. are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any such actual relationship or order between these entities or operations. Moreover, the terms "include", "comprise" or any other variants thereof are intended to cover non-exclusive inclusion, so that a process, method, article or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, article or device. In the absence of further restrictions, the elements defined by the sentence "comprise a ..." do not exclude the existence of other identical elements in the process, method, article or device including the elements.

[0233] Each embodiment in this specification is described in a related manner, and the same or similar parts between the embodiments can be referred to each other, and each embodiment focuses on the differences from other embodiments. In particular, for the system embodiment, since it is basically similar to the method embodiment, the description is relatively simple, and the relevant parts can be referred to the partial description of the method embodiment.

[0234] The above description is only a preferred embodiment of the present invention and is not intended to limit the protection scope of the present invention. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention are included in the protection scope of the present invention.

Claims

1. A method for processing household equipment, characterized in that: The method comprises: Determining the priority corresponding to at least one device in a preset home space according to energy consumption information corresponding to the at least one device; Collect user behavior information and surrounding environment information; Inputting the user's behavior information, the surrounding environment information, and the priorities respectively corresponding to the at least one device into a preset scenario model, and obtaining device control information output by the scenario model; The device control information is used to adjust the operating state of the device.

2. The method according to claim 1, characterized in that The step of determining the priority corresponding to at least one device respectively according to the energy consumption information corresponding to at least one device in the preset home space comprises: Get the user's device preference information; The priority corresponding to at least one device in a preset home space is determined according to energy consumption information corresponding to the at least one device and the device preference information.

3. The method according to claim 1, characterized in that The step of inputting the user's behavior information, the surrounding environment information, and the priorities respectively corresponding to the at least one device into a preset scenario model, and obtaining the device control information output by the scenario model comprises: Obtain the user's device adjustment instructions; The user's behavior information, the surrounding environment information, the priorities respectively corresponding to the at least one device, and the user's device adjustment instruction are input into a preset scenario model to obtain device control information output by the scenario model.

4. The method according to claim 1 or 3, characterized in that: The step of inputting the user's behavior information, the surrounding environment information, and the priorities respectively corresponding to the at least one device into a preset scenario model, and obtaining the device control information output by the scenario model comprises: respectively obtaining a load status of the at least one device; The user's behavior information, the surrounding environment information, the priorities corresponding to the at least one device, and the load status of the at least one device are input into a preset scenario model to obtain device control information output by the scenario model.

5. The method according to claim 1, characterized in that The step of collecting the user's behavior information and surrounding environment information includes: Collecting the user's daily activity information and / or device usage frequency information as the user's behavior information; At least one of the temperature information, humidity information, and light information of the home space is collected as the surrounding environment information.

6. The method according to claim 1, characterized in that The step of inputting the user's behavior information, the surrounding environment information, and the priorities respectively corresponding to the at least one device into a preset scenario model, and obtaining the device control information output by the scenario model comprises: Get time information and geographic location information; The user's behavior information, the surrounding environment information, the priorities respectively corresponding to the at least one device, the time information and the geographic location information are input into a preset scenario model to obtain the device control information output by the scenario model.

7. The method according to claim 1, characterized in that The method further comprises: Determining the adjusted energy consumption information of the device according to the adjusted operating state of the device; The scenario model is adjusted according to the adjusted energy consumption information of the device.

8. The method according to claim 1, characterized in that The method further comprises: Obtain adjustment feedback information issued by the user for the adjusted device; The scene model is adjusted according to the adjustment feedback information.

9. The method according to claim 1, characterized in that: The method further comprises: Obtaining a load state of the device after adjustment; The scenario model is adjusted based on the adjusted load state of the device.

10. A processing device for household appliances, characterized in that: The device comprises: A priority determination module, used to determine the priority corresponding to at least one device in a preset home space according to energy consumption information corresponding to the at least one device; Information collection module, used to collect user behavior information and surrounding environment information; A device control information output module, used to input the user's behavior information, the surrounding environment information, and the priority corresponding to the at least one device into a preset scene model, and obtain the device control information output by the scene model; The device adjustment module is used to use the device control information to adjust the operating state of the device.

11. An electronic device, characterized in that: It includes a processor, a communication interface, a memory and a communication bus, wherein the processor, the communication interface and the memory communicate with each other through the communication bus; The memory is used to store computer programs; The processor is used to implement the method according to any one of claims 1 to 9 when executing the program stored in the memory.

12. A computer-readable medium having instructions stored thereon, which, when executed by one or more processors, cause the processors to perform the method according to any one of claims 1 to 9.

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