Humidity control method and device for microwave equipment

Abstract

The invention relates to a humidity control method and device for microwave equipment. The method comprises the following steps: receiving a target microwave control instruction; determining the target cavity humidity based on the initial cavity humidity, the target working time, the target working power and the target food type of the microwave equipment; under the condition that the target cavity humidity does not meet the target appropriate humidity range, generating a target humidity adjusting instruction; the target humidity adjusting instruction is used for instructing the microwave equipment to heat a cavity of the microwave equipment based on the target heating parameter or instructing the water tank to supplement water to the cavity of the microwave equipment based on the target water inlet parameter. According to the method, the target cavity humidity after the microwave program is executed is determined according to the initial cavity humidity of the microwave equipment and the related parameters of the microwave program, and the cavity is subjected to heating treatment or water supplementing treatment according to the target cavity humidity and the appropriate humidity range corresponding to the target food type; and a good microwave heating effect can be achieved for different types of food.

Description

Technical Field

[0001] The present application relates to the field of kitchen appliance technology, and in particular to a humidity control method and device for microwave equipment. Background Art

[0002] Microwave and steam modes in a microwave oven operate independently. The humidity of the oven cavity significantly impacts microwave heating performance. After steaming, condensed water may remain in the oven cavity, leading to high humidity. Activating the microwave directly at this point will prioritize heating the water in the cavity, impacting microwave heating and potentially causing uneven heating or even no heating at all. Activating the microwave at low humidity can cause some food to become dry and hard after microwave heating, impacting the texture. Summary of the Invention

[0003] In order to solve the above technical problems, the present application discloses a humidity control method and device for microwave equipment, which determines the target cavity humidity after the microwave program is executed based on the initial cavity humidity of the microwave equipment and the relevant parameters of the microwave program, and heats or hydrates the cavity according to the target cavity humidity and the appropriate humidity range corresponding to the target food type, so as to achieve good microwave heating effect for different types of food.

[0004] In one aspect, the present application provides a humidity control method for a microwave device, the method comprising:

[0005] receiving a target microwave control instruction; the target microwave control instruction including a target operating time, a target operating power, and a target food type;

[0006] determining a target cavity humidity based on the initial cavity humidity of the microwave device, the target operating time, the target operating power, and the target food type; the target cavity humidity being the cavity humidity of the microwave device after the target microwave program corresponding to the target microwave control instruction is executed;

[0007] When the target cavity humidity does not meet the target suitable humidity range, a target humidity adjustment instruction is generated; the target suitable humidity range is determined based on the target food type, and the target humidity adjustment instruction is used to instruct the microwave device to heat the cavity of the microwave device based on the target heating parameter, or to instruct the water tank to replenish the cavity of the microwave device based on the target water inlet parameter, and the target heating parameter and the target water inlet parameter are determined based on the target cavity humidity and the target suitable humidity range.

[0008] In some embodiments, determining the target cavity humidity based on the initial cavity humidity of the microwave device, the target operating time, the target operating power, and the target food type includes:

[0009] determining, based on the target operating time, the target operating power, and the target food type, an amount of moisture released by food corresponding to the target food type during execution of the target microwave program;

[0010] The target cavity humidity is determined based on the initial cavity humidity, the amount of moisture released by the food, and the cavity volume of the cavity.

[0011] In some embodiments, the target suitable humidity range is determined based on a first target humidity and a second target humidity, the first target humidity is less than the second target humidity, the target humidity adjustment instruction includes a first humidity adjustment instruction, and generating the target humidity adjustment instruction when the target cavity humidity does not meet the target suitable humidity range includes:

[0012] determining the target heating parameter based on the target cavity humidity and the target suitable humidity range when the target cavity humidity is greater than the second target humidity and the difference between the target cavity humidity and the second target humidity is less than or equal to the product of the second target humidity and a preset humidity ratio;

[0013] The first humidity adjustment instruction is generated based on the target heating parameter; the first humidity adjustment instruction is used to instruct the microwave device to heat the cavity based on the target heating parameter.

[0014] In some embodiments, the target humidity adjustment instruction further includes a second humidity adjustment instruction, wherein generating the target humidity adjustment instruction when the target cavity humidity does not meet the target suitable humidity range further includes:

[0015] When the target cavity humidity is lower than the first target humidity, determining the target water inlet parameter based on the target cavity humidity and the target suitable humidity range;

[0016] The second humidity adjustment instruction is generated based on the target water inlet parameter; the second humidity adjustment instruction is used to instruct the water tank to replenish water to the cavity based on the target water inlet parameter.

[0017] In some embodiments, when the target cavity humidity does not meet the target suitable humidity range, generating a target humidity adjustment instruction further includes:

[0018] When the difference between the target cavity humidity and the second target humidity is greater than the product of the second target humidity and the preset humidity ratio, a target pause instruction and a target prompt signal are generated; the target pause instruction is used to instruct the microwave device to pause the execution of the target microwave program, and the target prompt signal is used to remind the user to clean the water in the cavity.

[0019] In some embodiments, the target heating parameters include an updated target operating time and an updated target operating power corresponding to the microwave device, the first humidity adjustment instruction includes a first heating instruction, and generating the first humidity adjustment instruction based on the target heating parameters includes:

[0020] The first heating instruction is generated based on the updated target operating time and the updated target operating power; the first heating instruction is used to instruct the microwave equipment to heat the cavity based on the updated target operating time and the updated target operating power.

[0021] In some embodiments, the microwave device includes a cooperative heating element, the target heating parameter further includes a cooperative heating time and a cooperative heating power corresponding to the cooperative heating element, the first humidity adjustment instruction further includes a second heating instruction, and generating the first humidity adjustment instruction based on the target heating parameter includes:

[0022] The second heating instruction is generated based on the collaborative heating time and the collaborative heating power; the second heating instruction is used to instruct the collaborative heating element to perform collaborative heating treatment on the cavity based on the collaborative heating time and the collaborative heating power during the execution of the target microwave program.

[0023] In some embodiments, determining the target heating parameter based on the target cavity humidity and the target suitable humidity range includes:

[0024] The target working time, the target working power, the target cavity humidity and the second target humidity are input into a heating parameter prediction model to obtain the target heating parameters; the heating parameter prediction model is obtained by training a first preset machine learning model based on the first sample working time, the first sample working power, the first sample cavity humidity, the first sample humidity threshold and the heating parameter label corresponding to the first sample microwave equipment.

[0025] In some embodiments, determining the target water inlet parameter based on the target cavity humidity and the target suitable humidity range includes:

[0026] The target working time, the target working power, the target cavity humidity and the first target humidity are input into the water inlet parameter prediction model to obtain the target water inlet parameter; the target water inlet parameter includes the water filling amount of the water tank, and the water inlet parameter prediction model is obtained by training a second preset machine learning model based on the second sample working time, second sample working power, second sample cavity humidity, second sample humidity threshold and water inlet parameter label corresponding to the second sample microwave equipment.

[0027] On the other hand, the present application also provides a humidity control device for microwave equipment, the device comprising:

[0028] a microwave information acquisition module, configured to receive a target microwave control instruction; the target microwave control instruction includes a target operating time, a target operating power, and a target food type;

[0029] a cavity humidity determination module, configured to determine a target cavity humidity based on the initial cavity humidity of the microwave device, the target operating time, the target operating power, and the target food type; the target cavity humidity being the cavity humidity of the microwave device after the target microwave program corresponding to the target microwave control instruction is executed;

[0030] A humidity adjustment instruction generation module is used to generate a target humidity adjustment instruction when the target cavity humidity does not meet the target suitable humidity range; the target suitable humidity range is determined based on the target food type, and the target humidity adjustment instruction is used to instruct the microwave device to heat the cavity of the microwave device based on the target heating parameter, or to instruct the water tank to replenish the cavity of the microwave device based on the target water inlet parameter, and the target heating parameter and the target water inlet parameter are determined based on the target cavity humidity and the target suitable humidity range.

[0031] The implementation of the embodiments of the present application has the following beneficial effects:

[0032] The humidity control method of a microwave device disclosed in the present application determines the target cavity humidity after the microwave program is executed based on the initial cavity humidity of the microwave device and relevant parameters of the microwave program, and heats or replenishes water to the cavity based on the matching result of the target cavity humidity and the appropriate humidity range corresponding to the target food type, so as to adjust the cavity humidity after microwave heating, so that the cavity humidity after microwave heating meets the appropriate humidity range corresponding to the target food type, and achieves a good microwave heating effect for different types of food, ensuring stable food quality and appropriate taste; in addition, the microwave device only needs to detect the initial cavity humidity once, and does not need to continuously perform humidity detection during the entire microwave heating process, which can improve the working efficiency of the microwave device and extend the service life of the microwave device. BRIEF DESCRIPTION OF THE DRAWINGS

[0033] In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the following briefly introduces the drawings required for use in the embodiments or the description of the prior art. Obviously, the drawings described below are only some embodiments of the present application. For ordinary technicians in this field, other drawings can be obtained based on these drawings without any creative work.

[0034] Figure 1 A schematic flow chart of a humidity control method for a microwave device provided in an embodiment of the present application;

[0035] Figure 2 A schematic flow chart of a humidity control method for a microwave device provided in an embodiment of the present application;

[0036] Figure 3 A schematic structural diagram of a humidity control device for a microwave device provided in an embodiment of the present application;

[0037] Figure 4 A schematic diagram of the hardware structure of an electronic device provided in an embodiment of the present application. DETAILED DESCRIPTION

[0038] To make the objectives, technical solutions, and advantages of this application more clear, this application will be further described in detail below with reference to the accompanying drawings. It is clear that the embodiments described are only some of the embodiments of this application, and not all of them. All other embodiments obtained by persons of ordinary skill in the art based on the embodiments in this application without inventive effort are within the scope of protection of this application.

[0039] In the description of the present application, it should be understood that the terms "first" and "second" are used for descriptive purposes only and should not be understood as indicating or implying relative importance or implicitly indicating the number of technical features indicated. Thus, a feature defined as "first" or "second" may explicitly or implicitly include one or more of the features. Moreover, the terms "first", "second", etc. are applicable to distinguishing similar objects and are not necessarily used to describe a specific order or sequence. It should be understood that the information used in this way can be interchangeable where appropriate so that the embodiments of the present application described herein can be implemented in an order other than that illustrated or described herein.

[0040] See also Figure 1 , Figure 1 This is a flow chart of a humidity control method for a microwave device provided in an embodiment of the present application. The method is applied to a controller of the microwave device, and the method includes:

[0041] S101, receiving a target microwave control instruction; the target microwave control instruction includes a target operating time, a target operating power, and a target food type;

[0042] In some embodiments, a microwave device refers to a kitchen appliance with a microwave heating function, for example, the microwave device can be a microwave oven or a microwave-steaming machine; the target microwave control instruction refers to an instruction issued by a user using the microwave device, and the instruction issued by the user can be generated by the user performing a microwave program parameter setting operation on the control panel of the microwave device; the target microwave control instruction includes the target working time, target working power and target food type of the microwave device, the target working time refers to the microwave heating time of the microwave device, the target working power refers to the microwave heating power of the microwave device, and the target food type refers to the type of food to be heated, for example, the target food type can include staple foods, meat, soups, etc.

[0043] In some embodiments, after receiving the target microwave control instruction, the controller of the microwave device may control the microwave device to start microwave operation based on the target microwave control instruction. Specifically, if the target microwave control instruction includes a target operating time, a target operating power, and a target food type, the controller of the microwave device may control the microwave device to start microwave operation based on the target operating time. If the target microwave control instruction includes a target operating time, a target operating power, a target food type, and a start instruction, the controller of the microwave device may control the microwave device to start microwave operation based on the start instruction. The start instruction may be a user pressing a start button on a control panel of the microwave device or touching a start indicator on the control panel of the microwave device.

[0044] S103, determining a target cavity humidity based on the initial cavity humidity of the microwave device, the target operating time, the target operating power, and the target food type; the target cavity humidity is the cavity humidity of the microwave device after the target microwave program corresponding to the target microwave control instruction is executed;

[0045] In some embodiments, the initial cavity humidity of the microwave device refers to the cavity humidity of the microwave device at the moment when the controller of the microwave device receives the target microwave control instruction. The initial cavity humidity can be detected by a humidity detection element arranged in the cavity of the microwave device. For example, the humidity detection element can be a humidity sensor.

[0046] In some embodiments, the target cavity humidity can be obtained based on the initial cavity humidity, target working time, target working power and target food type of the microwave device. The target cavity humidity refers to the cavity humidity of the microwave device after the target microwave program corresponding to the target microwave control instruction is executed. The target microwave program refers to a microwave program that performs microwave heating based on the target working time, target working power and target food type set by the user.

[0047] S105. When the target cavity humidity does not meet the target suitable humidity range, a target humidity adjustment instruction is generated; the target suitable humidity range is determined based on the target food type, and the target humidity adjustment instruction is used to instruct the microwave device to heat the cavity of the microwave device based on the target heating parameter, or to instruct the water tank to replenish the cavity of the microwave device based on the target water inlet parameter. The target heating parameter and the target water inlet parameter are determined based on the target cavity humidity and the target suitable humidity range.

[0048] In some embodiments, different types of food correspond to different suitable humidity ranges. Based on the target food type, the target suitable humidity range corresponding to the target food type can be determined. When the cavity humidity of the microwave equipment is within the target suitable humidity range, the heated food belonging to the target food type has good taste and quality.

[0049] In some embodiments, the situation where the target cavity humidity does not meet the target suitable humidity range corresponding to the target food type can be divided into two types: one is that the target cavity humidity is higher than the upper limit of the target suitable humidity range, that is, the cavity humidity of the microwave device is too high after the target microwave program is executed. In this case, the target humidity adjustment instruction generated by the controller of the microwave device is used to instruct the microwave device to heat the cavity of the microwave device based on the target heating parameters to reduce the cavity humidity after the microwave heating operation is completed, so that the cavity humidity after the microwave heating operation is completed meets the target suitable humidity range corresponding to the target food type; the other is that the target cavity humidity is lower than the lower limit of the target suitable humidity range, that is, the cavity humidity of the microwave device is too low after the target microwave program is executed. In this case, the target humidity adjustment instruction generated by the controller of the microwave device is used to instruct the water tank to replenish water to the cavity of the microwave device based on the target water inlet parameter to increase the cavity humidity after the microwave heating operation is completed, so that the cavity humidity after the microwave heating operation is completed meets the target suitable humidity range corresponding to the target food type. Wherein, the target heating parameter and the target water inlet parameter are determined based on the target cavity humidity and the target suitable humidity range.

[0050] In some embodiments, determining the target cavity humidity based on the initial cavity humidity of the microwave device, the target operating time, the target operating power, and the target food type includes:

[0051] determining, based on the target operating time, the target operating power, and the target food type, an amount of moisture released by food corresponding to the target food type during execution of the target microwave program;

[0052] The target cavity humidity is determined based on the initial cavity humidity, the amount of moisture released by the food, and the cavity volume of the cavity.

[0053] In some embodiments, food releases moisture during microwave heating. The amount of moisture released depends on the food type and microwave heating conditions. Based on the target working time, target working power, and target food type, the amount of moisture released by the food corresponding to the target food type during the execution of the target microwave program can be determined. Specifically, the amount of moisture released by the food can be estimated with reference to the following formula: Moisture released by food = food weight * water content of food * (1-e - k* T ), wherein T represents the target working time, k is a constant related to the target food type and the target working power, the water content of food refers to the moisture content of food, which can usually be found in the food nutrient composition table, the weight of food can be detected by a weight detection element arranged in the cavity of the microwave device, each target food type can correspond to a preset food water content, and the preset food water content can be the average water content of the food mainly included in the target food type; the target cavity humidity can be further determined based on the initial cavity humidity, the amount of water released by the food and the cavity volume of the cavity. Specifically, the target cavity humidity = initial cavity humidity + amount of water released by the food / cavity volume.

[0054] The embodiment of the present application can obtain the target cavity humidity after microwave heating is completed based on the initial cavity humidity of the microwave device, the heating time and heating power set by the user, and the type of heated food. The cavity of the microwave device is further heated or hydrated based on the matching result of the target cavity humidity and the appropriate humidity range corresponding to the type of heated food, so as to adjust the cavity humidity after microwave heating so that the cavity humidity after microwave heating meets the appropriate humidity range corresponding to the type of heated food, and a good microwave heating effect can be achieved for different types of food. In addition, the microwave device only needs to detect the initial cavity humidity once, and does not need to continuously perform humidity detection during the entire microwave heating process, which can improve the working efficiency of the microwave device and extend the service life of the microwave device.

[0055] In some embodiments, the target suitable humidity range is determined based on a first target humidity and a second target humidity, the first target humidity is less than the second target humidity, the target humidity adjustment instruction includes a first humidity adjustment instruction, and generating the target humidity adjustment instruction when the target cavity humidity does not meet the target suitable humidity range includes:

[0056] determining the target heating parameter based on the target cavity humidity and the target suitable humidity range when the target cavity humidity is greater than the second target humidity and the difference between the target cavity humidity and the second target humidity is less than or equal to the product of the second target humidity and a preset humidity ratio;

[0057] The first humidity adjustment instruction is generated based on the target heating parameter; the first humidity adjustment instruction is used to instruct the microwave device to heat the cavity based on the target heating parameter.

[0058] In some embodiments, the target suitable humidity range is determined based on the first target humidity and the second target humidity. The first target humidity is lower than the second target humidity, that is, the target suitable humidity range is from the first target humidity to the second target humidity.

[0059] In some embodiments, when the target cavity humidity is greater than a second target humidity, but the difference between the target cavity humidity and the second target humidity is less than or equal to the product of the second target humidity and a preset humidity ratio, the controller of the microwave device generates a first humidity adjustment instruction to instruct the microwave device to heat the cavity of the microwave device based on a target heating parameter, where the target heating parameter is determined based on the target cavity humidity and a target suitable humidity range. The preset humidity ratio can be set according to actual needs and can be a percentage, for example, a%. If the target cavity humidity is greater than the upper limit of the target suitable humidity range, but the portion of the target cavity humidity that exceeds the upper limit of the target suitable humidity range is within a% of the upper limit of the target suitable humidity range, the controller of the microwave device generates a first humidity adjustment instruction to reduce the cavity humidity after the microwave heating operation is completed through heating, so that the cavity humidity after the microwave heating operation is completed meets the target suitable humidity range corresponding to the target food type.

[0060] For example, when the second target humidity is 80% RH and the preset humidity ratio is 20%, if the target cavity humidity is 90% RH, the target cavity humidity is greater than the second target humidity, but the difference between the target cavity humidity and the second target humidity (90%-80%=10% RH) is less than the product of the second target humidity and the preset humidity ratio (80%*20%=16% RH). In this case, the controller of the microwave device generates a first humidity adjustment instruction.

[0061] In the embodiment of the present application, when the target cavity humidity is greater than the upper limit of the target suitable humidity range, but the difference between the target cavity humidity and the upper limit of the target suitable humidity range is less than or equal to the product of the upper limit of the target suitable humidity range and the preset humidity ratio, the controller of the microwave device generates a first humidity adjustment instruction to reduce the cavity humidity after the microwave heating work is completed through heating treatment, so that the cavity humidity after the microwave heating work is completed meets the target suitable humidity range corresponding to the target food type, and a good microwave heating effect can be achieved for different types of food, ensuring stable food quality and suitable taste.

[0062] In some embodiments, the target humidity adjustment instruction further includes a second humidity adjustment instruction, wherein generating the target humidity adjustment instruction when the target cavity humidity does not meet the target suitable humidity range further includes:

[0063] When the target cavity humidity is lower than the first target humidity, determining the target water inlet parameter based on the target cavity humidity and the target suitable humidity range;

[0064] The second humidity adjustment instruction is generated based on the target water inlet parameter; the second humidity adjustment instruction is used to instruct the water tank to replenish water to the cavity based on the target water inlet parameter.

[0065] In some embodiments, if the target cavity humidity is less than the first target humidity, the microwave device controller generates a second humidity adjustment instruction to instruct the water tank to replenish water into the cavity of the microwave device based on a target water inflow parameter, where the target water inflow parameter is determined based on the target cavity humidity and a target suitable humidity range. In other words, if the target cavity humidity is less than the lower limit of the target suitable humidity range, the microwave device controller generates the second humidity adjustment instruction to increase the cavity humidity after the microwave heating operation is completed by replenishing water, so that the cavity humidity after the microwave heating operation is completed meets the target suitable humidity range corresponding to the target food type.

[0066] For example, when the first target humidity is 60% RH, if the target cavity humidity is 50% RH, the target cavity humidity is lower than the first target humidity. In this case, the controller of the microwave device generates a second humidity adjustment instruction.

[0067] In the embodiment of the present application, when the target cavity humidity is lower than the lower limit of the target suitable humidity range, the controller of the microwave equipment generates a second humidity adjustment instruction to increase the cavity humidity after the microwave heating work is completed through water replenishment processing, so that the cavity humidity after the microwave heating work is completed meets the target suitable humidity range corresponding to the target food type, and a good microwave heating effect can be achieved for different types of food, ensuring stable food quality and suitable taste.

[0068] In some embodiments, when the target cavity humidity does not meet the target suitable humidity range, generating a target humidity adjustment instruction further includes:

[0069] When the difference between the target cavity humidity and the second target humidity is greater than the product of the second target humidity and the preset humidity ratio, a target pause instruction and a target prompt signal are generated; the target pause instruction is used to instruct the microwave device to pause the execution of the target microwave program, and the target prompt signal is used to remind the user to clean the water in the cavity.

[0070] In some embodiments, when the target cavity humidity is greater than a second target humidity, and the difference between the target cavity humidity and the second target humidity is greater than the product of the second target humidity and a preset humidity ratio, the controller of the microwave device generates a target pause instruction and a target prompt signal. The target pause instruction is used to instruct the microwave device to pause execution of the target microwave program, and the target prompt signal is used to remind the user to clean the water in the cavity of the microwave device. The preset humidity ratio can be set according to actual needs and can be a percentage. For example, the preset humidity ratio can be a%. If the target cavity humidity is greater than the upper limit of the target suitable humidity range, and the portion of the target cavity humidity that exceeds the upper limit of the target suitable humidity range exceeds a% of the upper limit of the target suitable humidity range, the controller of the microwave device generates a target pause instruction and a target prompt signal. In this case, the microwave device's heating process is no longer able to bring the cavity humidity after the microwave heating operation to within the target suitable humidity range corresponding to the target food type. Therefore, it is necessary to pause the microwave heating operation currently being performed by the microwave device and remind the user to manually clean the water in the cavity. After the cleaning is completed, the microwave device can resume the microwave heating operation.

[0071] For example, when the second target humidity is 80% RH and the preset humidity ratio is 20%, if the target cavity humidity is 98% RH, the target cavity humidity is greater than the second target humidity, and the difference between the target cavity humidity and the second target humidity (98%-80%=18% RH) is greater than the product of the second target humidity and the preset humidity ratio (80%*20%=16% RH). In this case, the controller of the microwave equipment generates a target pause instruction and a target prompt signal.

[0072] In the embodiment of the present application, when the target cavity humidity is greater than the upper limit of the target suitable humidity range, and the difference between the target cavity humidity and the upper limit of the target suitable humidity range is greater than the product of the upper limit of the target suitable humidity range and the preset humidity ratio, the controller of the microwave device generates a target pause instruction and a target prompt signal to pause the current microwave heating work of the microwave device and remind the user to manually clean the water in the cavity. After the cleaning is completed, the microwave device continues the microwave heating work, thereby ensuring that a good microwave heating effect can be achieved for different types of food.

[0073] In some embodiments, the target heating parameters include an updated target operating time and an updated target operating power corresponding to the microwave device, the first humidity adjustment instruction includes a first heating instruction, and generating the first humidity adjustment instruction based on the target heating parameters includes:

[0074] The first heating instruction is generated based on the updated target operating time and the updated target operating power; the first heating instruction is used to instruct the microwave equipment to heat the cavity based on the updated target operating time and the updated target operating power.

[0075] In some embodiments, in order to reduce the humidity of the cavity after the microwave heating work is completed, the microwave equipment is required to heat the cavity based on the target microwave program. One way to achieve the heating treatment is to adaptively adjust the target working time and / or target working power set by the user based on the target cavity humidity and the target suitable humidity range, usually to extend the target working time and / or increase the target working power, that is, based on the target cavity humidity and the target suitable humidity range, determine the updated target working time and the updated target working power, and generate a first heating instruction based on the updated target working time and the updated target working power. The first heating instruction is used to instruct the microwave equipment to heat the cavity based on the updated target working time and the updated target working power, that is, to instruct the microwave equipment to perform microwave heating according to the updated target working time and the updated target working power.

[0076] In an embodiment of the present application, when the target cavity humidity is greater than the upper limit of the target suitable humidity range, but the difference between the target cavity humidity and the upper limit of the target suitable humidity range is less than or equal to the product of the upper limit of the target suitable humidity range and the preset humidity ratio, the target operating time and / or target operating power set by the user are adaptively adjusted based on the target cavity humidity and the target suitable humidity range, and the microwave device is instructed to perform microwave heating according to the updated target operating time and the updated target operating power, so as to reduce the cavity humidity after the microwave heating work is completed through heating treatment, so that the cavity humidity after the microwave heating work is completed meets the target suitable humidity range corresponding to the target food type, and a good microwave heating effect can be achieved for different types of food, ensuring stable food quality and suitable taste.

[0077] In some embodiments, the microwave device includes a cooperative heating element, the target heating parameter further includes a cooperative heating time and a cooperative heating power corresponding to the cooperative heating element, the first humidity adjustment instruction further includes a second heating instruction, and generating the first humidity adjustment instruction based on the target heating parameter includes:

[0078] The second heating instruction is generated based on the collaborative heating time and the collaborative heating power; the second heating instruction is used to instruct the collaborative heating element to perform collaborative heating treatment on the cavity based on the collaborative heating time and the collaborative heating power during the execution of the target microwave program.

[0079] In some embodiments, the microwave device may include a cooperative heating element, which may be disposed in a cavity of the microwave device. The cooperative heating element may be a light wave heating element, a heating plate, a heating tube, or the like.

[0080] In some embodiments, in order to reduce the humidity of the cavity after the microwave heating work is completed, the microwave equipment is required to perform a heating treatment on the cavity based on the target microwave program. Another way to achieve the heating treatment is to determine the cooperative heating time and cooperative heating power of the cooperative heating element based on the target cavity humidity and the target suitable humidity range, and generate a second heating instruction based on the cooperative heating time and the cooperative heating power. The second heating instruction is used to instruct the cooperative heating element to perform a cooperative heating treatment on the cavity based on the cooperative heating time and the cooperative heating power during the execution of the target microwave program, that is, to keep the target working time and target working power set by the user unchanged, and to perform a cooperative heating treatment on the cavity through the cooperative heating element in the microwave equipment to reduce the cavity humidity after the execution of the target microwave program is completed.

[0081] In the embodiment of the present application, when the target cavity humidity is greater than the upper limit of the target suitable humidity range, but the difference between the target cavity humidity and the upper limit of the target suitable humidity range is less than or equal to the product of the upper limit of the target suitable humidity range and the preset humidity ratio, the collaborative heating time and the collaborative heating power of the collaborative heating element in the microwave equipment are determined based on the target cavity humidity and the target suitable humidity range, and the collaborative heating element is instructed to perform collaborative heating treatment on the cavity based on the collaborative heating time and the collaborative heating power during the execution of the target microwave program. On the basis of meeting the user's microwave heating needs, the cavity humidity after the execution of the target microwave program is reduced through collaborative heating treatment, so that the cavity humidity after the execution of the target microwave program is consistent with the target suitable humidity range corresponding to the target food type. Good microwave heating effect can be achieved for different types of food, ensuring stable food quality and suitable taste.

[0082] In some embodiments, determining the target heating parameter based on the target cavity humidity and the target suitable humidity range includes:

[0083] The target working time, the target working power, the target cavity humidity and the second target humidity are input into a heating parameter prediction model to obtain the target heating parameters; the heating parameter prediction model is obtained by training a first preset machine learning model based on the first sample working time, the first sample working power, the first sample cavity humidity, the first sample humidity threshold and the heating parameter label corresponding to the first sample microwave equipment.

[0084] In some embodiments, the target heating parameter can be predicted by establishing a machine learning model. Specifically, a sample data set is constructed based on the first sample operating time, first sample operating power, first sample cavity humidity, first sample humidity threshold, and heating parameter label corresponding to the first sample microwave device. Each sample data in the sample data set includes the first sample operating time, first sample operating power, first sample cavity humidity, first sample humidity threshold, and heating parameter label corresponding to the first sample microwave device. Then, a first preset machine learning model is supervised trained based on the sample data set to obtain a heating parameter prediction model. The first preset machine learning model can be set according to actual needs. The first sample operating time refers to the set microwave heating time, the first sample operating power refers to the set microwave power time, the first sample cavity humidity refers to the cavity humidity of the first sample microwave device after the microwave program is completed based on the initial cavity humidity of the first sample microwave device, the first sample operating time, the first sample operating power, and the sample food type. The first sample humidity threshold refers to the upper limit of the appropriate humidity range corresponding to the sample food type. When the target heating parameter includes the updated target operating time and the updated target operating power corresponding to the microwave device, the heating parameter label includes the updated first sample operating time and the updated target operating power corresponding to the first sample microwave device. The target heating parameters include the collaborative heating time and the collaborative heating power corresponding to the collaborative heating element, and the heating parameter label includes the sample collaborative heating time and the sample collaborative heating power corresponding to the sample collaborative heating element in the first sample microwave device. The heating parameter label may be the sample collaborative heating time and the sample collaborative heating power set so that the cavity humidity of the first sample microwave device can reach the upper limit of the suitable humidity range corresponding to the sample food type after microwave heating is completed.

[0085] In some embodiments, the target working time, target working power, target cavity humidity, and second target humidity are input into the heating parameter prediction model to obtain a prediction result output by the heating parameter prediction model, namely, the target heating parameter.

[0086] In the embodiment of the present application, the target operating time, target operating power, target cavity humidity and upper limit of the target suitable humidity range of the microwave device are input into a pre-established machine learning model to obtain target heating parameters. The microwave device can be further instructed to heat the cavity of the microwave device based on the target heating parameters, thereby accurately controlling the cavity humidity after the microwave heating work is completed, so that the cavity humidity after the microwave heating work is completed meets the target suitable humidity range corresponding to the target food type, and a good microwave heating effect can be achieved for different types of food.

[0087] In some embodiments, determining the target water inlet parameter based on the target cavity humidity and the target suitable humidity range includes:

[0088] The target working time, the target working power, the target cavity humidity and the first target humidity are input into the water inlet parameter prediction model to obtain the target water inlet parameter; the target water inlet parameter includes the water filling amount of the water tank, and the water inlet parameter prediction model is obtained by training a second preset machine learning model based on the second sample working time, second sample working power, second sample cavity humidity, second sample humidity threshold and water inlet parameter label corresponding to the second sample microwave equipment.

[0089] In some embodiments, the target water inlet parameter can be predicted by establishing a machine learning model. Specifically, a sample data set is constructed based on the second sample working time, second sample working power, second sample cavity humidity, second sample humidity threshold and water inlet parameter label corresponding to the second sample microwave device. Each sample data in the sample data set includes the second sample working time, second sample working power, second sample cavity humidity, second sample humidity threshold and water inlet parameter label corresponding to the second sample microwave device. The second preset machine learning model is further supervised trained based on the sample data set to obtain a water inlet parameter prediction model. Among them, the second preset machine learning model can be set according to actual needs, the second sample working time refers to the set microwave heating time, the second sample working power refers to the set microwave power time, the second sample cavity humidity refers to the cavity humidity of the second sample microwave device after the microwave program is completed based on the initial cavity humidity of the second sample microwave device, the second sample working time, the second sample working power and the sample food type, the second sample humidity threshold refers to the lower limit of the suitable humidity range corresponding to the sample food type, the target water inlet parameter includes the water filling volume of the water tank, and accordingly, the water inlet parameter label includes the sample water filling volume of the sample water tank. The water inlet parameter label can be the sample water filling volume of the sample water tank set so that the cavity humidity of the second sample microwave device can reach the lower limit of the suitable humidity range corresponding to the sample food type after the microwave heating is completed.

[0090] In some embodiments, the target operating time, target operating power, target cavity humidity, and first target humidity are input into the water inlet parameter prediction model to obtain a prediction result output by the water inlet parameter prediction model, namely, the target water inlet parameter.

[0091] In the embodiment of the present application, the target operating time, target operating power, target cavity humidity and target lower limit of the suitable humidity range of the microwave device are input into a pre-established machine learning model to obtain the target water inlet parameters. The water tank can be further instructed to replenish the cavity of the microwave device with water based on the target water inlet parameters, thereby accurately controlling the cavity humidity after the microwave heating work is completed, so that the cavity humidity after the microwave heating work is completed meets the target suitable humidity range corresponding to the target food type, and a good microwave heating effect can be achieved for different types of food.

[0092] See also Figure 2 , Figure 2A flow chart of a humidity control method for a microwave device provided in an embodiment of the present application, the method comprising: S201, receiving a target microwave control instruction; the target microwave control instruction comprises a target working time, a target working power and a target food type; S203, determining a target cavity humidity based on the initial cavity humidity of the microwave device, the target working time, the target working power and the target food type; the target cavity humidity is the cavity humidity of the microwave device after the target microwave program corresponding to the target microwave control instruction is executed; for S205, judging whether the target cavity humidity is greater than or equal to the lower limit of a target suitable humidity range; the target suitable humidity range is determined based on the target food type, if so, executing S207, otherwise executing S213, determining a target water inlet parameter based on the target cavity humidity and the target suitable humidity range, and generating a second humidity adjustment instruction based on the target water inlet parameter; the second humidity adjustment instruction is used to instruct the water tank to adjust the humidity based on the target water inlet parameters to replenish water for the cavity of the microwave device; for S207, determine whether the target cavity humidity is greater than the upper limit of the target suitable humidity range, if so, execute S209, otherwise execute S215 to execute the target microwave program normally; for S209, determine whether the difference between the target cavity humidity and the upper limit of the target suitable humidity range is less than or equal to the product of the upper limit of the target suitable humidity range and a preset humidity ratio, if so, execute S211, determine the target heating parameter based on the target cavity humidity and the target suitable humidity range, and generate a first humidity adjustment instruction based on the target heating parameter; the first humidity adjustment instruction is used to instruct the microwave device to heat the cavity of the microwave device based on the target heating parameter, otherwise execute S217 to generate a target pause instruction and a target prompt signal; the target pause instruction is used to instruct the microwave device to pause the execution of the target microwave program, and the target prompt signal is used to remind the user to clean the water in the cavity of the microwave device.

[0093] An embodiment of the present application provides a humidity control method for a microwave device, the method comprising: receiving a target microwave control instruction; the target microwave control instruction comprises a target operating time, a target operating power, and a target food type; determining a target cavity humidity based on the initial cavity humidity of the microwave device, the target operating time, the target operating power, and the target food type; the target cavity humidity is the cavity humidity of the microwave device after the target microwave program corresponding to the target microwave control instruction is executed; generating a target humidity adjustment instruction if the target cavity humidity does not meet a target suitable humidity range; the target suitable humidity range is determined based on the target food type, the target humidity adjustment instruction is used to instruct the microwave device to heat the cavity of the microwave device based on a target heating parameter, or to instruct a water tank to replenish the cavity of the microwave device based on a target water inlet parameter, the target heating parameter and the target water inlet parameter being determined based on the target cavity humidity and the target suitable humidity range. The embodiment of the present application determines the target cavity humidity after the microwave program is executed based on the initial cavity humidity of the microwave device and the relevant parameters of the microwave program, and heats or replenishes the cavity based on the matching result of the target cavity humidity and the appropriate humidity range corresponding to the target food type, so as to adjust the cavity humidity after microwave heating, so that the cavity humidity after microwave heating meets the appropriate humidity range corresponding to the target food type, and achieves a good microwave heating effect for different types of food, ensuring stable food quality and appropriate taste; in addition, the microwave device only needs to detect the initial cavity humidity once, and does not need to continuously perform humidity detection during the entire microwave heating process, which can improve the working efficiency of the microwave device and extend the service life of the microwave device.

[0094] The present application also provides a humidity control device for microwave equipment. Figure 3 , the device comprises:

[0095] The microwave information acquisition module 310 is configured to receive a target microwave control instruction, wherein the target microwave control instruction includes a target operating time, a target operating power, and a target food type;

[0096] a cavity humidity determination module 320 for determining a target cavity humidity based on the initial cavity humidity of the microwave device, the target operating time, the target operating power, and the target food type; the target cavity humidity being the cavity humidity of the microwave device after the target microwave program corresponding to the target microwave control instruction is executed;

[0097] The humidity adjustment instruction generation module 330 is used to generate a target humidity adjustment instruction when the target cavity humidity does not meet the target suitable humidity range; the target suitable humidity range is determined based on the target food type, and the target humidity adjustment instruction is used to instruct the microwave device to heat the cavity of the microwave device based on the target heating parameter, or to instruct the water tank to replenish the cavity of the microwave device based on the target water inlet parameter. The target heating parameter and the target water inlet parameter are determined based on the target cavity humidity and the target suitable humidity range.

[0098] In some embodiments, the cavity humidity determination module 320 includes:

[0099] a food moisture release amount determination unit, configured to determine, based on the target operating time, the target operating power, and the target food type, the amount of moisture released by food corresponding to the target food type during the execution of the target microwave program;

[0100] The target cavity humidity determining unit is configured to determine the target cavity humidity based on the initial cavity humidity, the amount of moisture released by the food, and the cavity volume of the cavity.

[0101] In some embodiments, the target suitable humidity range is determined based on a first target humidity and a second target humidity, the first target humidity is less than the second target humidity, the target humidity adjustment instruction includes a first humidity adjustment instruction, and the humidity adjustment instruction generation module 330 includes:

[0102] a target heating parameter determining unit, configured to determine the target heating parameter based on the target cavity humidity and the target suitable humidity range, if the target cavity humidity is greater than the second target humidity and the difference between the target cavity humidity and the second target humidity is less than or equal to the product of the second target humidity and a preset humidity ratio;

[0103] The first humidity adjustment instruction generating unit is used to generate the first humidity adjustment instruction based on the target heating parameter; the first humidity adjustment instruction is used to instruct the microwave device to heat the cavity based on the target heating parameter.

[0104] In some embodiments, the target humidity adjustment instruction further includes a second humidity adjustment instruction, and the humidity adjustment instruction generation module 330 further includes:

[0105] a target water inlet parameter determining unit, configured to determine the target water inlet parameter based on the target cavity humidity and the target suitable humidity range when the target cavity humidity is lower than the first target humidity;

[0106] The second humidity adjustment instruction generating unit is used to generate the second humidity adjustment instruction based on the target water inlet parameter; the second humidity adjustment instruction is used to instruct the water tank to replenish water to the cavity based on the target water inlet parameter.

[0107] In some embodiments, the humidity adjustment instruction generation module 330 further includes:

[0108] A target pause instruction generating unit is used to generate a target pause instruction and a target prompt signal when the difference between the target cavity humidity and the second target humidity is greater than the product of the second target humidity and the preset humidity ratio; the target pause instruction is used to instruct the microwave device to pause the execution of the target microwave program, and the target prompt signal is used to remind the user to clean the water in the cavity.

[0109] In some embodiments, the target heating parameter includes an updated target operating time and an updated target operating power corresponding to the microwave device, the first humidity adjustment instruction includes a first heating instruction, and the first humidity adjustment instruction generating unit includes:

[0110] The first heating instruction generating subunit is used to generate the first heating instruction based on the updated target working time and the updated target working power; the first heating instruction is used to instruct the microwave equipment to heat the cavity based on the updated target working time and the updated target working power.

[0111] In some embodiments, the microwave device includes a cooperative heating element, the target heating parameter further includes a cooperative heating time and a cooperative heating power corresponding to the cooperative heating element, the first humidity adjustment instruction further includes a second heating instruction, and the first humidity adjustment instruction generating unit includes:

[0112] A second heating instruction generating subunit is used to generate the second heating instruction based on the collaborative heating time and the collaborative heating power; the second heating instruction is used to instruct the collaborative heating element to perform collaborative heating treatment on the cavity based on the collaborative heating time and the collaborative heating power during the execution of the target microwave program.

[0113] In some embodiments, the target heating parameter determination unit includes:

[0114] The target heating parameter determination subunit is used to input the target working time, the target working power, the target cavity humidity and the second target humidity into a heating parameter prediction model to obtain the target heating parameter; the heating parameter prediction model is obtained by training a first preset machine learning model based on the first sample working time, the first sample working power, the first sample cavity humidity, the first sample humidity threshold and the heating parameter label corresponding to the first sample microwave equipment.

[0115] In some embodiments, the target water inlet parameter determination unit includes:

[0116] The target water inlet parameter determination subunit is used to input the target working time, the target working power, the target cavity humidity and the first target humidity into the water inlet parameter prediction model to obtain the target water inlet parameter; the target water inlet parameter includes the water filling amount of the water tank, and the water inlet parameter prediction model is obtained by training a second preset machine learning model based on the second sample working time, second sample working power, second sample cavity humidity, second sample humidity threshold and water inlet parameter label corresponding to the second sample microwave equipment.

[0117] The apparatus provided in the above embodiments can execute the method provided in any embodiment of the present application, and has the corresponding functional modules and beneficial effects of executing the method. For technical details not fully described in the above embodiments, please refer to the humidity control method of a microwave device provided in any embodiment of the present application.

[0118] This embodiment further provides a computer-readable storage medium, in which computer-executable instructions are stored. The computer-executable instructions are loaded by a processor and executed by the humidity control method for microwave equipment described above in this embodiment.

[0119] This embodiment further provides an electronic device, which includes a processor and a memory, wherein the memory stores a computer program, and the computer program is suitable for being loaded by the processor and executing the humidity control method of a microwave device described above in this embodiment.

[0120] The electronic device may be a computer terminal, a mobile terminal or a server, and the electronic device may also participate in constituting the device or system provided in the embodiment of the present application. Figure 4As shown, the electronic device 4 may include one or more (402a, 402b, ..., 402n are shown in the figure) processors 402 (the processor 402 may include but is not limited to a processing device such as a microprocessor MCU or a programmable logic device FPLD), a memory 404 for storing information, and a transmission device 406 for communication functions. In addition, it may also include: an input / output interface (I / O interface) and a network interface. It will be understood by those skilled in the art that Figure 4 The structure shown is only for illustration and does not limit the structure of the above electronic device. Figure 4 More or fewer components than shown, or with Figure 4 Different configurations shown.

[0121] It should be noted that the one or more processors 402 and / or other information processing circuits described above may generally be referred to herein as "information processing circuitry." Such information processing circuitry may be embodied in whole or in part as software, hardware, firmware, or any other combination thereof. Furthermore, the information processing circuitry may be a single, independent processing module, or may be fully or partially integrated into any of the other components of the electronic device 4.

[0122] The memory 404 can be used to store software programs and modules of application software, such as program instructions / information storage devices corresponding to the methods described in the embodiments of the present application. The processor 402 executes various functional applications and information processing by running the software programs and modules stored in the memory 404, thereby implementing the humidity control method of a microwave device described above. The memory 404 may include a high-speed random access memory and may also include a non-volatile memory, such as one or more magnetic storage devices, flash memory, or other non-volatile solid-state memory. In some examples, the memory 404 may further include a memory remotely located relative to the processor 402, and these remote memories may be connected to the electronic device 4 via a network. Examples of the above-mentioned network include, but are not limited to, the Internet, an intranet, a local area network, a mobile communication network, and combinations thereof.

[0123] Transmission device 406 is used to receive or send information via a network. Specific examples of the aforementioned network may include a wireless network provided by the communications provider of electronic device 4. In one embodiment, transmission device 406 includes a network interface controller (NIC), which can be connected to other network devices via a base station to enable communication with the Internet. In another embodiment, transmission device 406 may be a radio frequency (RF) module, which is used to communicate with the Internet wirelessly.

[0124] This specification provides method operation steps as described in the embodiments or flowcharts, but more or fewer operation steps may be included based on routine or non-creative work. The steps and order listed in the embodiments are only one way of executing the order of many steps and do not represent the only execution order. When an actual system or interrupt product is executed, it can be executed sequentially or in parallel according to the method shown in the embodiments or the drawings (for example, in a parallel processor or multi-threaded processing environment).

[0125] The structure shown in this embodiment is only a partial structure related to the scheme of the present application, and does not constitute a limitation on the device to which the scheme of the present application is applied. The specific device may include more or fewer components than shown, or combine certain components, or have different arrangements of components. It should be understood that the methods, devices, etc. disclosed in this embodiment can be implemented in other ways. For example, the device embodiment described above is only schematic. For example, the division of the modules is only a division of logical functions. There may be other division methods in actual implementation, such as multiple units or components can be combined or integrated into another system, or some features can be ignored or not executed. Another point is that the mutual coupling or direct coupling or communication connection shown or discussed can be an indirect coupling or communication connection through some interfaces, devices or unit modules.

[0126] Based on this understanding, the technical solution of this application, or the portion that contributes to the prior art, or all or part of the technical solution, can be embodied in the form of a software product. This computer software product is stored in a storage medium and includes a number of instructions for causing a computer device (which can be a personal computer, server, or network device, etc.) to execute all or part of the steps of the method described in each embodiment of this application. The aforementioned storage medium includes: a USB flash drive, a mobile hard drive, a read-only memory (ROM), a random access memory (RAM), a magnetic disk, or an optical disk, etc., various media that can store program code.

[0127] Those skilled in the art may further appreciate that the units and algorithm steps of each example described in conjunction with the embodiments disclosed in this specification can be implemented in electronic hardware, computer software, or a combination of the two. In order to clearly illustrate the interchangeability of hardware and software, the above description has generally described the composition and steps of each example according to function. Whether these functions are performed in hardware or software depends on the specific application and design constraints of the technical solution. Professional and technical personnel can use different methods to implement the described functions for each specific application, but such implementation should not be considered to be beyond the scope of this application.

[0128] As described above, the above embodiments are only used to illustrate the technical solutions of the present application, rather than to limit them. Although the present application has been described in detail with reference to the above embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the above embodiments, or make equivalent replacements for some of the technical features therein. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present application.

Claims

1. A humidity control method for microwave equipment, characterized in that: The method comprises: receiving a target microwave control instruction; the target microwave control instruction including a target operating time, a target operating power, and a target food type; determining a target cavity humidity based on the initial cavity humidity of the microwave device, the target operating time, the target operating power, and the target food type; the target cavity humidity being the cavity humidity of the microwave device after the target microwave program corresponding to the target microwave control instruction is executed; When the target cavity humidity does not meet the target suitable humidity range, a target humidity adjustment instruction is generated; the target suitable humidity range is determined based on the target food type, and the target humidity adjustment instruction is used to instruct the microwave device to heat the cavity of the microwave device based on the target heating parameter, or to instruct the water tank to replenish the cavity of the microwave device based on the target water inlet parameter, and the target heating parameter and the target water inlet parameter are determined based on the target cavity humidity and the target suitable humidity range.

2. The humidity control method of microwave equipment according to claim 1, characterized in that: The determining the target cavity humidity based on the initial cavity humidity of the microwave device, the target operating time, the target operating power, and the target food type includes: determining, based on the target operating time, the target operating power, and the target food type, an amount of moisture released by food corresponding to the target food type during execution of the target microwave program; The target cavity humidity is determined based on the initial cavity humidity, the amount of moisture released by the food, and the cavity volume of the cavity.

3. The humidity control method of microwave equipment according to claim 1, characterized in that: The target suitable humidity range is determined based on a first target humidity and a second target humidity, the first target humidity is less than the second target humidity, the target humidity adjustment instruction includes a first humidity adjustment instruction, and generating the target humidity adjustment instruction when the target cavity humidity does not meet the target suitable humidity range includes: determining the target heating parameter based on the target cavity humidity and the target suitable humidity range when the target cavity humidity is greater than the second target humidity and the difference between the target cavity humidity and the second target humidity is less than or equal to the product of the second target humidity and a preset humidity ratio; The first humidity adjustment instruction is generated based on the target heating parameter; the first humidity adjustment instruction is used to instruct the microwave device to heat the cavity based on the target heating parameter.

4. The humidity control method of microwave equipment according to claim 3, characterized in that: The target humidity adjustment instruction further includes a second humidity adjustment instruction, wherein when the target cavity humidity does not meet the target suitable humidity range, generating the target humidity adjustment instruction further includes: When the target cavity humidity is lower than the first target humidity, determining the target water inlet parameter based on the target cavity humidity and the target suitable humidity range; The second humidity adjustment instruction is generated based on the target water inlet parameter; the second humidity adjustment instruction is used to instruct the water tank to replenish water to the cavity based on the target water inlet parameter.

5. The humidity control method of microwave equipment according to claim 3, characterized in that: When the target cavity humidity does not meet the target suitable humidity range, generating a target humidity adjustment instruction further includes: When the difference between the target cavity humidity and the second target humidity is greater than the product of the second target humidity and the preset humidity ratio, a target pause instruction and a target prompt signal are generated; the target pause instruction is used to instruct the microwave device to pause the execution of the target microwave program, and the target prompt signal is used to remind the user to clean the water in the cavity.

6. The humidity control method of microwave equipment according to claim 3, characterized in that: The target heating parameters include an updated target operating time and an updated target operating power corresponding to the microwave device, the first humidity adjustment instruction includes a first heating instruction, and generating the first humidity adjustment instruction based on the target heating parameters includes: The first heating instruction is generated based on the updated target operating time and the updated target operating power; the first heating instruction is used to instruct the microwave equipment to heat the cavity based on the updated target operating time and the updated target operating power.

7. The humidity control method of microwave equipment according to claim 3, characterized in that: The microwave device includes a cooperative heating element, the target heating parameter further includes a cooperative heating time and a cooperative heating power corresponding to the cooperative heating element, the first humidity adjustment instruction further includes a second heating instruction, and generating the first humidity adjustment instruction based on the target heating parameter includes: The second heating instruction is generated based on the collaborative heating time and the collaborative heating power; the second heating instruction is used to instruct the collaborative heating element to perform collaborative heating treatment on the cavity based on the collaborative heating time and the collaborative heating power during the execution of the target microwave program.

8. The humidity control method of microwave equipment according to claim 3, characterized in that: The determining the target heating parameter based on the target cavity humidity and the target suitable humidity range includes: The target working time, the target working power, the target cavity humidity and the second target humidity are input into a heating parameter prediction model to obtain the target heating parameters; the heating parameter prediction model is obtained by training a first preset machine learning model based on the first sample working time, the first sample working power, the first sample cavity humidity, the first sample humidity threshold and the heating parameter label corresponding to the first sample microwave equipment.

9. The humidity control method of microwave equipment according to claim 4, characterized in that: The determining the target water inlet parameter based on the target cavity humidity and the target suitable humidity range includes: The target working time, the target working power, the target cavity humidity and the first target humidity are input into the water inlet parameter prediction model to obtain the target water inlet parameter; the target water inlet parameter includes the water filling amount of the water tank, and the water inlet parameter prediction model is obtained by training a second preset machine learning model based on the second sample working time, second sample working power, second sample cavity humidity, second sample humidity threshold and water inlet parameter label corresponding to the second sample microwave equipment.

10. A humidity control device for microwave equipment, characterized in that: The device comprises: a microwave information acquisition module, configured to receive a target microwave control instruction; the target microwave control instruction includes a target operating time, a target operating power, and a target food type; a cavity humidity determination module, configured to determine a target cavity humidity based on the initial cavity humidity of the microwave device, the target operating time, the target operating power, and the target food type; the target cavity humidity being the cavity humidity of the microwave device after the target microwave program corresponding to the target microwave control instruction is executed; A humidity adjustment instruction generation module is used to generate a target humidity adjustment instruction when the target cavity humidity does not meet the target suitable humidity range; the target suitable humidity range is determined based on the target food type, and the target humidity adjustment instruction is used to instruct the microwave device to heat the cavity of the microwave device based on the target heating parameter, or to instruct the water tank to replenish the cavity of the microwave device based on the target water inlet parameter, and the target heating parameter and the target water inlet parameter are determined based on the target cavity humidity and the target suitable humidity range.

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