A control method of a breast pump and related devices

Abstract

The application relates to the field of mother and baby products, and provides a control method of a breast pump and related equipment, the method comprising the following steps: obtaining a first configuration of a control parameter of the breast pump; performing negative adjustment and / or positive adjustment on the first configuration to obtain at least one adjusted configuration; respectively controlling the breast pump to perform one operation according to the first configuration and the at least one adjusted configuration of the control parameter; determining an evaluation parameter corresponding to each operation; determining a preferred configuration in the first configuration and the at least one adjusted configuration according to the evaluation parameter corresponding to each operation; taking the preferred configuration as a new first configuration, and returning to the step of performing negative adjustment and / or positive adjustment on the first configuration to obtain at least one adjusted configuration. The application measures the operation effect by constructing the evaluation parameter to measure the operation effect through the operation of the different configurations of the control parameter, so that the preferred configuration of the parameter is determined, and the mother can quickly find the most suitable breast pumping mode for herself.

Description

Technical Field

[0001] This invention relates to the field of maternal and infant products, specifically to a control method for a breast pump and related equipment. Background Technology

[0002] Current breast pumps offer multiple modes for users to choose from, mainly including stimulation mode and milk expression mode.

[0003] The stimulation mode is used to stimulate milk let-down and usually employs a high-frequency, shallow suction method with relatively low suction power.

[0004] The breast pumping mode simulates the deep and powerful sucking motion of a baby after milk flows out. Its rhythm and force are usually constant or cycle within a preset rhythm. Users can manually adjust the suction level or the speed of the rhythm using buttons to find a relatively comfortable and efficient negative pressure setting.

[0005] However, currently, when using a breast pump, mothers need to spend a lot of time finding the settings or parameters of each mode that best suit them, resulting in a long adaptation period when using a breast pump. Summary of the Invention

[0006] In view of the shortcomings of the existing technology, the purpose of this application is to provide a method to help mothers quickly adapt to breast pumps.

[0007] To address the above problems, this application provides the following technical solution: In a first aspect, embodiments of this application provide a control method for a breast pump, the method comprising: obtaining a first configuration of control parameters for the breast pump; performing negative and / or positive adjustments on the first configuration to obtain at least one adjusted configuration; controlling the breast pump to perform one operation according to the first configuration of control parameters and the at least one adjusted configuration respectively; determining evaluation parameters corresponding to each operation; determining a preferred configuration among the first configuration of control parameters and the at least one adjusted configuration according to the evaluation parameters corresponding to each operation; using the preferred configuration as a new first configuration, and returning to the execution step to perform negative and / or positive adjustments on the first configuration to obtain at least one adjusted configuration.

[0008] Optionally, the control parameters include one of the following: intensity parameter of the stimulation mode, frequency parameter of the stimulation mode, intensity parameter of the breast pumping mode, and frequency parameter of the breast pumping mode.

[0009] Optionally, the negative adjustment of the first configuration includes: negatively adjusting the first configuration to obtain a first adjusted configuration, wherein the first configuration and the first adjusted configuration satisfy at least one of the following conditions: the frequency level of the stimulation mode corresponding to the first adjusted configuration is lower than the frequency level of the stimulation mode corresponding to the first configuration; the pressure level of the stimulation mode corresponding to the first adjusted configuration is lower than the pressure level of the stimulation mode corresponding to the first configuration; the overall level of the stimulation mode corresponding to the first adjusted configuration is lower than the overall level of the stimulation mode corresponding to the first configuration; the frequency level of the breast pumping mode corresponding to the first adjusted configuration is lower than the frequency level of the breast pumping mode corresponding to the first configuration; the pressure level of the breast pumping mode corresponding to the first adjusted configuration is lower than the pressure level of the breast pumping mode corresponding to the first configuration; and the overall level of the breast pumping mode corresponding to the first adjusted configuration is lower than the overall level of the breast pumping mode corresponding to the first configuration.

[0010] Optionally, the step of positively adjusting the first configuration includes: positively adjusting the first configuration to obtain a second adjusted configuration, wherein the first configuration and the second adjusted configuration satisfy at least one of the following conditions: the frequency level of the stimulation mode corresponding to the second adjusted configuration is higher than the frequency level of the stimulation mode corresponding to the first configuration; the pressure level of the stimulation mode corresponding to the second adjusted configuration is higher than the pressure level of the stimulation mode corresponding to the first configuration; the overall level of the stimulation mode corresponding to the second adjusted configuration is higher than the overall level of the stimulation mode corresponding to the first configuration; the frequency level of the breast pumping mode corresponding to the second adjusted configuration is higher than the frequency level of the breast pumping mode corresponding to the first configuration; the pressure level of the breast pumping mode corresponding to the second adjusted configuration is higher than the pressure level of the breast pumping mode corresponding to the first configuration; and the overall level of the breast pumping mode corresponding to the second adjusted configuration is higher than the overall level of the breast pumping mode corresponding to the first configuration.

[0011] Optionally, the control parameters include one of the following: intensity parameter of the physiotherapy mode, frequency parameter of the physiotherapy mode, first sub-intensity parameter of the mixed mode, second sub-intensity parameter of the mixed mode, and frequency parameter of the mixed mode.

[0012] Optionally, the negative adjustment of the first configuration includes: negatively adjusting the first configuration to obtain a first adjusted configuration, wherein the first configuration and the first adjusted configuration satisfy at least one of the following conditions: the intensity level of the physiotherapy mode corresponding to the first adjusted configuration is lower than the intensity level of the physiotherapy mode corresponding to the first configuration; the frequency level of the physiotherapy mode corresponding to the first adjusted configuration is lower than the frequency level of the physiotherapy mode corresponding to the first configuration; the overall level of the physiotherapy mode corresponding to the first adjusted configuration is lower than the overall level of the physiotherapy mode corresponding to the first configuration; the intensity level of the hybrid mode corresponding to the first adjusted configuration is lower than the intensity level of the hybrid mode corresponding to the first configuration; the frequency level of the hybrid mode corresponding to the first adjusted configuration is lower than the frequency level of the hybrid mode corresponding to the first configuration; and the overall level of the hybrid mode corresponding to the first adjusted configuration is lower than the overall level of the hybrid mode corresponding to the first configuration.

[0013] Optionally, the step of positively adjusting the first configuration includes: positively adjusting the first configuration to obtain a second adjusted configuration, wherein the first configuration and the second adjusted configuration satisfy at least one of the following conditions: the intensity level of the physiotherapy mode corresponding to the second adjusted configuration is higher than the intensity level of the physiotherapy mode corresponding to the first configuration; the frequency level of the physiotherapy mode corresponding to the second adjusted configuration is higher than the frequency level of the physiotherapy mode corresponding to the first configuration; the overall level of the physiotherapy mode corresponding to the second adjusted configuration is higher than the overall level of the physiotherapy mode corresponding to the first configuration; the intensity level of the mixed mode corresponding to the second adjusted configuration is higher than the intensity level of the mixed mode corresponding to the first configuration; the frequency level of the mixed mode corresponding to the second adjusted configuration is higher than the frequency level of the mixed mode corresponding to the first configuration; and the overall level of the mixed mode corresponding to the second adjusted configuration is higher than the overall level of the mixed mode corresponding to the first configuration.

[0014] Optionally, determining the evaluation parameters corresponding to each operation includes: determining the milk suction duration and milk volume for each operation; and determining the evaluation parameters corresponding to each operation based on the milk suction time and milk volume for each operation.

[0015] Optionally, determining the evaluation parameters for each pumping session based on the pumping time and volume includes: obtaining the negative pressure level and maximum negative pressure level for each session; wherein the negative pressure level for each session is less than or equal to the maximum negative pressure level; determining the evaluation weight for each session based on the negative pressure level and maximum negative pressure level; determining the basic evaluation parameters for each session based on the pumping time and volume; and correcting the basic evaluation parameters based on the evaluation weight for each session to obtain the final evaluation parameters.

[0016] Optionally, determining the preferred configuration among the first configuration and the at least one adjustment configuration of the control parameters based on the evaluation parameters corresponding to each operation includes: determining the optimal evaluation parameter with the largest value among all evaluation parameters; and determining the configuration corresponding to the optimal evaluation parameter as the preferred configuration.

[0017] Optionally, the evaluation parameters are milk pumping efficiency and / or user comfort ratings.

[0018] Optionally, the method further includes: S1, obtaining N control parameters to be optimized and a first configuration corresponding to each control parameter; wherein N is a positive integer and N is greater than or equal to 2; S2, performing negative and / or positive adjustments on the first configuration of the Mth control parameter to obtain at least one adjusted configuration of the Mth control parameter; wherein the initial value of M is 1; S3, controlling the breast pump to perform one operation according to the first configuration of the Mth control parameter and the at least one adjusted configuration; wherein the configuration of the remaining control parameters during each operation is the first configuration; S4, determining the evaluation parameters corresponding to each operation; S5, determining the preferred configuration among the first configuration and the at least one adjusted configuration of the Mth control parameter according to the evaluation parameters corresponding to each operation; S6, using the preferred configuration as the new first configuration of the Mth control parameter; S7, determining whether M is equal to N; S8, if M is not equal to N, setting M=M+1, and returning to step S2; S9, if M is equal to N, setting M=1, and returning to step S2.

[0019] Optionally, N equals 3, and the three control parameters to be optimized are the frequency parameter of the stimulation mode, the frequency parameter of the breast pumping mode, and the intensity parameter of the breast pumping mode.

[0020] Secondly, embodiments of this application provide a control device for a breast pump, the device comprising: an acquisition unit for acquiring a first configuration of control parameters of the breast pump; a calculation unit for negatively adjusting and / or positively adjusting the first configuration to obtain at least one adjusted configuration; a control unit for controlling the breast pump to perform one operation according to the first configuration of the control parameters and the at least one adjusted configuration; the calculation unit is further configured to determine an evaluation parameter corresponding to each operation; the calculation unit is further configured to determine a preferred configuration among the first configuration of the control parameters and the at least one adjusted configuration according to the evaluation parameter corresponding to each operation; the calculation unit is further configured to use the preferred configuration as the first configuration and return to the execution step to negatively adjust and / or positively adjust the first configuration to obtain at least one adjusted configuration.

[0021] Thirdly, embodiments of this application provide an electronic device, the electronic device comprising: at least one processor; and a memory communicatively connected to the at least one processor; wherein the memory stores instructions executable by the at least one processor, the instructions being executed by the at least one processor to enable the at least one processor to perform a control method for a breast pump as described in the first aspect or any embodiment of the first aspect.

[0022] Optionally, the electronic device is a breast pump, a mobile terminal, or a server.

[0023] Fourthly, embodiments of this application also provide a computer-readable storage medium storing an executable program, which is executed by a processor to implement the control method of the breast pump as described in the first aspect or any embodiment of the first aspect.

[0024] Fifthly, embodiments of this application provide a computer program product, the computer program product including a computer program, which, when executed by a processor, implements the control method for a breast pump as described in the first aspect or any embodiment of the first aspect.

[0025] One of the beneficial effects of this application is that by performing operations with different configurations of control parameters and constructing evaluation parameters to measure the operation effect, the optimal configuration of parameters can be determined, which can help mothers quickly find the most suitable breastfeeding method for themselves. Attached Figure Description

[0026] Figure 1 This is a schematic diagram of the structure of a breast pump provided in an embodiment of this application.

[0027] Figure 2 This is a flowchart illustrating a control method for a breast pump provided in an embodiment of this application.

[0028] Figure 3 This is another structural schematic diagram of a breast pump provided in an embodiment of this application.

[0029] Figure 4 This is another flowchart illustrating a control method for a breast pump provided in an embodiment of this application.

[0030] Figure 5 This is a schematic diagram of the structure of a control device for a breast pump provided in an embodiment of this application.

[0031] Figure 6 This is a schematic diagram of the structure of an electronic device provided in an embodiment of this application.

[0032] Figure 7 This is a structural block diagram of a computer-readable storage medium provided in an embodiment of this application. Detailed Implementation

[0033] The technical solutions of the embodiments of this application will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of this application, and not all embodiments. Based on the embodiments of this application, all other embodiments obtained by those of ordinary skill in the art without creative effort are within the scope of protection of this application.

[0034] Furthermore, the terms "first" and "second" are used for descriptive purposes only and should not be construed as indicating or implying relative importance or implicitly specifying the number of technical features indicated. Thus, a feature defined as "first" or "second" may explicitly or implicitly include one or more of that feature. In the description of this invention, "a plurality of" means two or more, unless otherwise explicitly specified.

[0035] The control method for a breast pump provided in this application embodiment can be applied to a breast pump, or to a mobile terminal (such as a mobile phone, tablet computer, smartwatch, etc.) or server that is communicatively connected to the breast pump.

[0036] The following is an introduction to the general structure of breast pumps.

[0037] Please see Figure 1 , Figure 1 This is a schematic diagram of the structure of a breast pump provided in an embodiment of this application. Figure 1 As shown, the breast pump includes a shell 1, a milk storage container 2, a negative pressure mechanism 3, and a breast shield 4.

[0038] Among them, the milk storage container 2 is used to store the milk expressed by the breast pump, the negative pressure mechanism 3 is used to create negative pressure to extract the milk, and the breast shield 4 is used to cover the human breast and provide a milk flow channel.

[0039] Optionally, the milk storage container 2 may take the form of a milk cap, milk bowl, milk bottle, etc., and this application does not impose any restrictions.

[0040] Optionally, the breast pump may also include a power supply module, such as a battery, which provides power to the negative pressure mechanism 3 to support its operation.

[0041] Optionally, the breast shield 4 includes a breast suction channel and a flange. The breast suction channel is used to accommodate the nipple and provide a milk flow channel for milk to flow, thereby allowing the milk to enter the milk storage container 2. The flange is used to cover the human breast and fit the human breast.

[0042] Optionally, the breast pump channel and flange are integrally molded, or the breast pump channel and flange are detachably sealed together. Integral molding of the breast pump channel and flange improves structural stability; the detachable design of the breast pump channel and flange facilitates cleaning and replacement of parts, adapting to the needs of different users.

[0043] Optionally, the negative pressure mechanism 3 in the breast pump 1 that generates negative pressure can be directly connected to cause negative pressure inside the breast pump shield, or it can indirectly cause negative pressure inside the breast pump shield by transmitting negative pressure to a diaphragm assembly or a liquid barrier such as an airbag; the negative pressure mechanism 3 introduces breast milk into the milk storage container 2 for storage through negative pressure.

[0044] in, Figure 1 An example of how the breast pump 1 transmits negative pressure to the diaphragm assembly, indirectly causing negative pressure inside the breast shield 4.

[0045] Optionally, the negative pressure mechanism includes one of a negative pressure pump drive mechanism, a magnetic drive mechanism, or a mechanical drive mechanism.

[0046] The following example illustrates how different types of negative pressure mechanisms can induce negative pressure, using the negative pressure mechanism 3 as an example of how it transmits negative pressure to the diaphragm assembly to indirectly induce negative pressure inside the breast suction shield.

[0047] In one possible implementation, the negative pressure mechanism 3 is a negative pressure pump drive mechanism. The negative pressure pump includes, but is not limited to, piezoelectric pumps, diaphragm pumps, hydraulic pumps, mechanical pumps, etc. The negative pressure pump causes the diaphragm assembly to deform by drawing air from the negative pressure chamber, thereby creating negative pressure inside the breast suction shield.

[0048] In another possible implementation, the negative pressure mechanism is a magnetic drive mechanism, including a first magnetic element and a second magnetic element. The diaphragm assembly includes a deformable portion and a flexible portion, forming a negative pressure chamber between the deformable portion and the flexible portion. The second magnetic element is disposed in the flexible portion of the diaphragm assembly, and the first and second magnetic elements are arranged opposite to each other. When the control mechanism controls the first magnetic element to be energized, the first magnetic element drives the second magnetic element to move through magnetic force. The movement of the second magnetic element causes the flexible portion to deform, resulting in negative pressure inside the breast suction shield.

[0049] In another possible implementation, the negative pressure mechanism is a mechanically driven mechanism employing a piston, including a piston assembly comprising a screw and a piston. The diaphragm assembly includes a deformable portion and a flexible portion, forming a negative pressure chamber between the deformable and flexible portions. The piston is connected to the flexible portion, and when the control mechanism moves the piston by controlling the screw, the piston movement causes the flexible portion to deform, resulting in negative pressure inside the breast shield.

[0050] Optionally, the breast pump includes a control mechanism and a stimulation mechanism, which are electrically connected. The stimulation mechanism includes at least one of a massage mechanism and a heating mechanism. The massage mechanism massages the breasts to promote milk secretion using an electric motor or the like, while the heating mechanism heats the breasts to promote milk secretion using infrared heating or heating wire heating.

[0051] Optionally, the control mechanism may include a central processing unit (CPU), a micro controller unit (MCU), etc.

[0052] Please see Figure 2 , Figure 2 This is a flowchart illustrating a control method for a breast pump provided in an embodiment of this application. Figure 2 As shown, the control method 100 includes steps 101 to 106. Step 101: Obtain the first configuration of the control parameters of the breast pump.

[0053] Optionally, based on the two more common modes of the breast pump, namely the stimulation mode and the milk expression mode, the control parameters include one of the following: the intensity parameter of the stimulation mode, the frequency parameter of the stimulation mode, the intensity parameter of the milk expression mode, and the frequency parameter of the milk expression mode.

[0054] Among them, the stimulation mode is used to stimulate the occurrence of milk let-down and usually adopts a high-frequency shallow suction method with relatively low suction power.

[0055] Among them, the breastfeeding mode simulates the deep and powerful sucking motion of an infant after the milk flows out. Its rhythm and strength are usually constant, or it cycles within a preset rhythm.

[0056] Optionally, some breast pumps may also include a therapy mode and a hybrid mode, in which case the control parameters include one of the following: the intensity parameter of the therapy mode, the frequency parameter of the therapy mode, the first sub-intensity parameter of the hybrid mode, the second sub-intensity parameter of the hybrid mode, and the frequency parameter of the hybrid mode.

[0057] Among them, the physiotherapy mode directly acts on the mother's breasts through heating or massage to promote milk secretion.

[0058] The mixed mode combines stimulation and milk expression modes, and its operation involves a cycle of "n shallow suctions in stimulation mode + 1-2 deep suctions in milk expression mode". Therefore, the mixed mode includes two sub-intensity parameters: the first sub-intensity parameter reflects the intensity of shallow suction, and the second sub-intensity parameter reflects the intensity of deep suction.

[0059] Understandably, if the breast pump also includes other modes, such as a simulation mode that mimics the coordinated work of a baby's mouth, tongue, and throat to provide a realistic sucking sensation, or a deep suction mode with deeper and stronger suction, then the control parameters can also be the parameters from those other modes.

[0060] Step 102: Perform negative and / or positive adjustments on the first configuration to obtain at least one adjusted configuration.

[0061] Negative adjustment and positive adjustment mean two different adjustment directions. For example, when the first configuration includes the negative pressure intensity of the breast pumping mode, negative adjustment will reduce the negative pressure intensity, and positive adjustment will increase the negative pressure intensity, thus obtaining two new configurations with different directions.

[0062] Optionally, each mode in the breast pump can have multiple preset levels. When adjusting the level, you can adjust the frequency corresponding to the mode individually, or you can adjust the pressure (such as negative pressure peak) / intensity (such as heating temperature, massage intensity) of the mode individually, or you can adjust the frequency and pressure / intensity at the same time.

[0063] In this application, the frequency setting corresponding to the mode that is adjusted individually is called the frequency setting, the pressure / intensity setting that is adjusted individually is called the pressure setting or intensity setting, and the setting that adjusts both frequency and pressure / intensity simultaneously is called the combined setting.

[0064] The following describes one method for adjusting the speed settings of a breast pump. Optionally, please refer to [link / reference needed]. Figure 3 , Figure 3 This is another structural schematic diagram of the breast pump provided in the embodiments of this application. For example... Figure 3 As shown, the breast pump includes a power button 5, a mode switch button 6, a speed + button 7, and a speed - button 8.

[0065] The mode switching button 6 is used to switch the modes in the breast pump, such as stimulation mode, therapy mode, mixed mode, and milk expression mode.

[0066] Optionally, the breast pump includes a display screen, on which information related to the breast pump's mode is displayed when the user triggers the mode switch button 6.

[0067] The breast pump has preset power levels for each mode, which can be adjusted using the + button 7 and the - button 8.

[0068] Therefore, in one possible implementation, different configurations of the control parameters directly reflect the gear position.

[0069] For example, if the higher the setting, the greater the suction / negative pressure in the breast pumping mode, and the setting in the first configuration is setting 1 and the setting in the second configuration is setting 2, then the pressure setting in the second configuration is considered to be higher than the pressure setting in the first configuration.

[0070] Based on the above description of the gear positions, optionally, when the control parameters include parameters for stimulation mode and breastfeeding mode, the first adjustment configuration obtained by negatively adjusting the first configuration should satisfy at least one of the following conditions with respect to the first configuration: 1. The frequency level of the stimulation mode corresponding to the first adjustment configuration is lower than the frequency level of the stimulation mode corresponding to the first configuration. 2. The pressure level of the stimulation mode corresponding to the first adjustment configuration is lower than the pressure level of the stimulation mode corresponding to the first configuration. 3. The overall level of the stimulation mode corresponding to the first adjustment configuration is lower than the overall level of the stimulation mode corresponding to the first configuration; 4. The frequency level of the breast pumping mode corresponding to the first adjustment configuration is lower than the frequency level of the breast pumping mode corresponding to the first configuration. 5. The pressure level of the breast pumping mode corresponding to the first adjustment configuration is lower than the pressure level of the breast pumping mode corresponding to the first configuration. 6. The overall level of the breast pumping mode corresponding to the first adjustment configuration is lower than the overall level of the breast pumping mode corresponding to the first configuration.

[0071] Optionally, this application does not limit the number of first adjustment configurations, and the number of first adjustment configurations is at least one.

[0072] Based on the above description of the gear positions, optionally, when the control parameters include parameters for stimulation mode and breastfeeding mode, the second adjustment configuration obtained by positively adjusting the first configuration should satisfy at least one of the following conditions with respect to the first configuration: 1. The frequency level of the stimulation mode corresponding to the second adjustment configuration is higher than the frequency level of the stimulation mode corresponding to the first configuration; 2. The pressure level of the stimulation mode corresponding to the second adjustment configuration is higher than the pressure level of the stimulation mode corresponding to the first configuration; 3. The overall level of the stimulation mode corresponding to the second adjustment configuration is higher than that of the stimulation mode corresponding to the first configuration; 4. The frequency level of the breast pumping mode corresponding to the second adjustment configuration is higher than the frequency level of the breast pumping mode corresponding to the first configuration; 5. The pressure level of the breast pumping mode corresponding to the second adjustment configuration is higher than the pressure level of the breast pumping mode corresponding to the first configuration; 6. The overall level of the breast pumping mode corresponding to the second adjustment configuration is higher than that of the breast pumping mode corresponding to the first configuration.

[0073] Optionally, this application does not limit the number of second adjustment configurations, and the number of second adjustment configurations is at least one.

[0074] Based on the above description of the gear positions, optionally, when the control parameters include parameters for physiotherapy mode and mixed mode, the first adjustment configuration obtained by negatively adjusting the first configuration should satisfy at least one of the following conditions with respect to the first configuration: 1. The intensity level of the physiotherapy mode corresponding to the first adjustment configuration is lower than the intensity level of the physiotherapy mode corresponding to the first configuration; 2. The frequency level of the physiotherapy mode corresponding to the first adjustment configuration is lower than the frequency level of the physiotherapy mode corresponding to the first configuration; 3. The overall level of the physiotherapy mode corresponding to the first adjustment configuration is lower than the overall level of the physiotherapy mode corresponding to the first configuration; 4. The intensity level of the hybrid mode corresponding to the first adjustment configuration is lower than the intensity level of the hybrid mode corresponding to the first configuration; 5. The frequency level of the hybrid mode corresponding to the first adjustment configuration is lower than the frequency level of the hybrid mode corresponding to the first configuration; 6. The overall gear level of the hybrid mode corresponding to the first adjustment configuration is lower than the overall gear level of the hybrid mode corresponding to the first configuration.

[0075] Optionally, this application does not limit the number of first adjustment configurations, and the number of first adjustment configurations is at least one.

[0076] Based on the above description of the gear positions, optionally, when the control parameters include parameters for physiotherapy mode and mixed mode, the second adjustment configuration obtained by positively adjusting the first configuration should satisfy at least one of the following conditions with respect to the first configuration: 1. The intensity level of the physiotherapy mode corresponding to the second adjustment configuration is higher than the intensity level of the physiotherapy mode corresponding to the first configuration; 2. The frequency level of the physiotherapy mode corresponding to the second adjustment configuration is higher than the frequency level of the physiotherapy mode corresponding to the first configuration; 3. The overall level of the physiotherapy mode corresponding to the second adjustment configuration is higher than that of the physiotherapy mode corresponding to the first configuration; 4. The intensity level of the hybrid mode corresponding to the second adjustment configuration is higher than the intensity level of the hybrid mode corresponding to the first configuration; 5. The frequency level of the hybrid mode corresponding to the second adjustment configuration is higher than the frequency level of the hybrid mode corresponding to the first configuration; 6. The overall level of the hybrid mode corresponding to the second adjustment configuration is higher than the overall level of the hybrid mode corresponding to the first configuration.

[0077] Optionally, this application does not limit the number of second adjustment configurations, and the number of second adjustment configurations is at least one.

[0078] However, since the number of gears is limited, more precise adjustments can be made by directly changing the values ​​of specific parameters. Therefore, in another possible implementation, the negative / positive relationship of the control parameter configuration is reflected in the numerical value of the specific parameter.

[0079] The first type of control parameter is a control parameter with a fixed value.

[0080] For example, if the control parameter is the temperature of the stimulation mode, and the temperature remains constant in the stimulation mode, then the negative / positive relationship of the control parameter configuration is directly reflected in the magnitude of the control parameter value.

[0081] For example, if the temperature in the first configuration is 36°C and the temperature in the second configuration is 37°C, then the first configuration is obtained by negatively adjusting the second configuration.

[0082] The second type of control parameter is a control parameter that changes over time.

[0083] For example, the control parameter is the negative pressure level in the breast pumping mode. However, during the breast pumping process, the negative pressure is a constantly changing negative pressure curve over time, rather than a fixed negative pressure value. In this case, the negative / positive relationship of the control parameter configuration is reflected in the magnitude of the characteristic in the negative pressure curve.

[0084] For example, the negative / positive relationship is reflected in the absolute value of the negative pressure peak in the negative pressure curve. In the first configuration, the negative pressure peak is -100 mmHg, and in the second configuration, the negative pressure peak is -110 mmHg. Since the larger the absolute value of the negative pressure peak, the stronger the suction of the breast pump, the first configuration is obtained by negatively adjusting the second configuration.

[0085] Based on the above description, the control parameters may also include: the first characteristic of the negative pressure curve of the stimulation mode / breast pumping mode / mixed mode, the second characteristic of the frequency curve of the stimulation mode / breast pumping mode / mixed mode, the temperature or massage intensity of the physiotherapy mode, etc.

[0086] Optionally, the first characteristic of the negative pressure curve for the stimulation mode / pumping mode / mixed mode includes at least one of the following: average negative pressure, peak negative pressure, and duration of peak negative pressure.

[0087] Optionally, the second feature of the frequency curve for the stimulation mode / milk suction mode / mixed mode includes at least one of the frequency average, frequency peak, and frequency minimum.

[0088] Step 103: Control the breast pump to perform one operation according to the first configuration of the control parameters and the at least one adjustment configuration.

[0089] For example, when the control parameters include a first configuration, a first adjustment configuration, and a second adjustment configuration, the breast pump needs to be controlled to perform three operations, specifically: controlling the breast pump to perform one operation according to the first configuration of the control parameters, controlling the breast pump to perform one operation according to the first adjustment configuration of the control parameters, and controlling the breast pump to perform one operation according to the second adjustment configuration of the control parameters.

[0090] Optionally, there is no limitation on the order in which the breast pump is controlled to operate. For example, in the example above, the breast pump can be controlled first according to the first configuration, then according to the first adjustment configuration, and finally according to the second adjustment configuration; or it can be controlled first according to the second adjustment configuration, then according to the first adjustment configuration, and finally according to the first configuration; or it can be one of the other four possible execution sequences.

[0091] Step 104: Determine the evaluation parameters for each task.

[0092] Specifically, in order to help users quickly find the most suitable configuration, it is necessary to evaluate the effect of each job. In this application, evaluation parameters are used to evaluate the effectiveness of the job.

[0093] Optionally, the evaluation parameters are milk pumping efficiency and / or user comfort rating.

[0094] Optionally, the evaluation parameters are used to reflect the milk pumping efficiency, in which case step 104 includes steps 1041 to 1042.

[0095] Step 1041: Determine the duration and amount of milk to be pumped for each session.

[0096] Step 1042: Determine the evaluation parameters for each milk extraction based on the milk extraction time and volume for each extraction.

[0097] Optionally, the calculation formula is: Evaluation parameter = milk volume / milk expression time, in ml / minute.

[0098] By calculating the milk extraction efficiency, the effectiveness of the operation can be evaluated more objectively.

[0099] Optionally, the evaluation parameters can be scored by the user or calculated from other parameters; this application does not impose any restrictions.

[0100] For example, if the control parameters are the intensity or frequency levels in the physiotherapy mode, since the physiotherapy mode does not cause a large amount of milk secretion, the evaluation parameters can be scored by the user.

[0101] Furthermore, while the aforementioned evaluation parameters can reflect the efficiency of breast pumping, they cannot reflect the comfort of the mother during breast pumping.

[0102] Therefore, optionally, in order to balance milk expression efficiency and breastfeeding comfort, step 1042 includes steps 10421 to 10424.

[0103] Step 10421: Obtain the negative pressure level and the maximum negative pressure level for each operation; wherein the negative pressure level for each operation is less than or equal to the maximum negative pressure level.

[0104] In one possible implementation, the maximum negative pressure level is the highest selectable level in the breast pumping mode. For example, if the breast pumping mode has 8 levels, then the maximum negative pressure level is level 8.

[0105] In another possible implementation, the maximum negative pressure level is the level selected by the user. For example, during breast pumping mode, the level can be gradually increased through user interaction. If the user feels uncomfortable, they can press the level-down button to stop increasing the negative pressure, and the level will automatically decrease by one level from the current level as the maximum negative pressure level.

[0106] For example, if a user presses the gear- button when the gear is at level 6, the maximum negative pressure level will be level 5.

[0107] In the operation performed using the first configuration and at least one adjustment configuration after determining the maximum negative pressure level, the negative pressure level of each operation is less than or equal to the maximum negative pressure level.

[0108] Step 10422: Determine the evaluation weight for each operation based on the negative pressure level and the maximum negative pressure level for each operation.

[0109] Among them, under the same milk pumping efficiency, the lower the negative pressure setting, the more comfortable the user will feel, and therefore the greater the evaluation weight.

[0110] In one possible implementation, the evaluation weight = 1 - α * (the negative pressure level of this operation / the maximum negative pressure level).

[0111] For example, if the negative pressure level for this operation is 1 and the maximum negative pressure level is 8, then the evaluation weight is 1 - (1 / 8) = 7 / 8.

[0112] Of course, in the above implementation method, the evaluation weight can also be multiplied by a correction coefficient, such as 0.5, to balance the difference between different negative pressure levels. This application does not limit the specific balancing method.

[0113] In another possible implementation, the evaluation weight = 1 - α * (the negative pressure peak or average value corresponding to the negative pressure level of this operation / the negative pressure peak or average value corresponding to the maximum negative pressure level).

[0114] Optionally, the correspondence between each negative pressure level and the negative pressure peak or negative pressure average can be stored in advance for easy retrieval when calculating the evaluation weight later.

[0115] It is understood that the evaluation weights are not limited to this calculation formula, and new comfort-related parameters can be introduced for calculation. This application does not impose any restrictions.

[0116] For example, if the evaluation weight is calculated based on the negative pressure peak value, the negative pressure level of this operation is level 1, the negative pressure peak value of level 1 is -100mmHg, the maximum negative pressure level is level 8, and the negative pressure peak value of level 8 is -150mmHg, then the evaluation weight is 1-α*(-100mmHg / -150mmHg).

[0117] It is understandable that α is a preset value, and its value can be selected based on experience. The value of α is less than 1, such as 0.8 or 0.9.

[0118] Understandably, α is the preferred option. By setting α, it can be ensured that the evaluation parameter is not zero when the negative pressure setting of the current operation is the maximum negative pressure setting, thereby enabling the evaluation of the operation efficiency when operating at the maximum negative pressure setting.

[0119] Step 10423: Determine the basic evaluation parameters for each operation based on the milk pumping time and milk volume.

[0120] Optionally, the basic evaluation parameter is calculated as: milk volume / pumping duration. Of course, the basic evaluation parameter is not limited to this formula; new parameters related to pumping efficiency can be introduced for calculation, or a correction factor can be multiplied, etc. This application does not impose any restrictions.

[0121] Step 10424: Adjust the basic evaluation parameters according to the evaluation weight of each task to obtain the final evaluation parameters.

[0122] Optionally, the final evaluation parameter = evaluation weight * basic evaluation parameter = evaluation weight * milk volume / milk expression time.

[0123] The final evaluation parameters obtained through the above methods can take into account both milk expression efficiency and milk expression comfort, and provide a more comprehensive evaluation of the operation results.

[0124] Step 105: Determine the preferred configuration among the first configuration, the first adjustment configuration, and the second adjustment configuration of the control parameters based on the evaluation parameters corresponding to each operation.

[0125] Optionally, step 105 includes steps 1051 to 1052.

[0126] Step 1051: Determine the optimal evaluation parameter with the largest value among all evaluation parameters.

[0127] Step 1052: Determine the configuration corresponding to the optimal evaluation parameter as the preferred configuration.

[0128] For example, the evaluation parameter is used to reflect the milk pumping efficiency. The evaluation parameter corresponding to the first configuration is 10 ml / min, the evaluation parameter corresponding to the first adjusted configuration is 15 ml / min, and the evaluation parameter corresponding to the second adjusted configuration is 20 ml / min. Then the optimal evaluation parameter is 20 ml / min, and the second adjusted configuration is determined as the preferred configuration.

[0129] The above steps can select the most suitable evaluation parameter when the evaluation parameter is a specific numerical value. Of course, if the evaluation parameter is not a specific numerical value, other selection rules can also be used. The specific rules can be set as needed, and this application does not impose any restrictions.

[0130] Step 106: Take the preferred configuration as the new first configuration, and return to the execution step to make negative and / or positive adjustments to the first configuration to obtain at least one adjusted configuration.

[0131] Specifically, in step 106, this application uses the determined preferred configuration as the new first configuration and returns to step 102 to iterate over the configuration of the control parameters. It borrows the algorithmic approach of a one-dimensional hill-climbing optimization algorithm, using the first configuration as the initial starting point, defining a neighborhood with the first and second adjusted configurations, selecting the optimal configuration within the neighborhood through evaluation parameters, and using this optimal configuration as the new starting point to search for a new optimal configuration, thereby assisting the user in quickly finding the most suitable configuration.

[0132] Steps 101 to 106 describe the steps for one-dimensional hill-climb optimization of a single control parameter. However, in the actual use of breast pumps, optimization is not limited to just one control parameter. Therefore, please refer to... Figure 4 This application provides another schematic flowchart of a breast pump control method. (See attached diagram.) Figure 4 As shown, the control method 200 of the breast pump of this application further includes steps S1 to S9.

[0133] Step S1: Obtain N control parameters to be optimized and the first configuration corresponding to each control parameter; where N is a positive integer and N is greater than or equal to 2.

[0134] Step S2: Perform negative and / or positive adjustments on the first configuration of the Mth control parameter to obtain at least one adjusted configuration of the Mth control parameter; wherein the initial value of M is 1.

[0135] In this process, only one of the N control parameters is adjusted each time to generate the adjusted configuration, while the remaining control parameters remain unchanged from the initial configuration.

[0136] Step S3: Control the breast pump to perform one operation according to the first configuration of the Mth control parameter and the at least one adjustment configuration; wherein, during each operation, the configuration of the remaining control parameters is the first configuration.

[0137] For example, if at least one adjustment configuration of the Mth control parameter includes a first adjustment configuration, then the breast pump is controlled to perform two operations: During the first operation, the Mth control parameter and all other control parameters are configured as initially. During the second operation, the Mth control parameter was set to the first adjustment configuration, and all other control parameters were set to the first configuration.

[0138] Step S4: Determine the evaluation parameters for each task.

[0139] Step S5: Determine the preferred configuration from the first configuration and the at least one adjustment configuration of the Mth control parameter based on the evaluation parameters corresponding to each operation.

[0140] Step S6: Use the preferred configuration as the new first configuration for the Mth control parameter.

[0141] Specifically, the first configuration of the Mth control parameter is updated with the preferred configuration.

[0142] Step S7: Determine whether M equals N.

[0143] Step S8: If M is not equal to N, make M = M + 1, and return to execute step S2.

[0144] If M is not equal to N, it means that N control parameters have not been traversed yet, and there are still control parameters that have not been optimized. Therefore, M = M + 1, and the next control parameter is optimized.

[0145] Step S9: If M equals N, set M=1 and return to step S2.

[0146] If M equals N, it means that N control parameters have been traversed and there are no unoptimized control parameters in this iteration. Therefore, M=1 and a new optimization loop is performed on the N control parameters.

[0147] Optionally, N equals 3, and the three control parameters to be optimized are the frequency parameter of the stimulation mode, the frequency parameter of the breast pumping mode, and the intensity parameter of the breast pumping mode.

[0148] Each mode of a breast pump operation contains multiple parameters. For example, the milk expression mode includes the intensity and frequency parameters of the milk expression mode. Different modes may also be run sequentially in one operation. For example, the stimulation mode may be run first to trigger the milk let-down, and then the milk expression mode may be switched to express milk. Therefore, the number of parameters related to the operation process is not just one. Steps S1 to S9 perform hill climbing search on multiple control parameters during the operation of the breast pump, thereby optimizing not only a single aspect of the operation, but also the entire operation process.

[0149] For example, the defined workflow includes three control parameters: S (stimulation mode frequency, i.e., the frequency parameter of the stimulation mode, real-time sequence, resolution of 1 second), F (milk suction mode frequency, i.e., the frequency parameter of the milk suction mode, real-time sequence, resolution of 1 second), and P (real-time negative pressure value under milk suction mode, i.e., the intensity parameter of the milk suction mode, real-time sequence, resolution of 1 second).

[0150] The first search for S involved performing one pumping operation using the initial configuration S0, F0, P0; then another operation using S0+1, F0, P0; and finally another operation using S0-1, F0, P0. The setting of S0+1 was higher than that of S0, and the setting of S0-1 was lower than that of S0. The optimal configuration was determined to be S1, which is one of S0+1, S0-1, or S0.

[0151] The second search for F involved performing one pumping operation using the breast pump with configurations S1, F0, and P0; another operation using S1, F0-1, and P0; and yet another operation using S1, F0+1, and P0. The optimal configuration was determined to be F1, which is one of F0+1, F0-1, or F0.

[0152] The third search for P involved performing one pumping operation using the breast pump with configurations S1, F1, and P0; another operation using S1, F1, and P0-1; and yet another operation using S1, F1, and P0+1. P0+1 had a higher speed setting than P0, and P0-1 had a lower speed setting than P0. Finally, the optimal configuration was determined to be P1, which is one of P0+1, P0-1, or P0.

[0153] Going forward, the breast pump can be used with the same configurations S1, F1, and P1 for pumping, or users can go back and optimize S1, F1, and P1 sequentially to help them find the most suitable configuration.

[0154] Please see Figure 5 , Figure 5 This is a schematic diagram of the structure of a control device for a breast pump provided in an embodiment of this application. Figure 5 As shown, the control device 200 of the breast pump includes an acquisition unit 210, a calculation unit 220, and a control unit 230.

[0155] The acquisition unit 210 is used to acquire the first configuration of the control parameters of the breast pump.

[0156] The calculation unit 220 is used to perform negative and / or positive adjustments on the first configuration to obtain at least one adjusted configuration.

[0157] Control unit 230 is configured to control the breast pump to perform one operation according to a first configuration of the control parameters and the at least one adjustment configuration.

[0158] The calculation unit 220 is also used to determine the evaluation parameters corresponding to each task.

[0159] The calculation unit 220 is also used to determine a preferred configuration among the first configuration and the at least one adjustment configuration of the control parameters based on the evaluation parameters corresponding to each operation.

[0160] The calculation unit 220 is further configured to use the preferred configuration as the first configuration, and return to the execution step to perform negative and / or positive adjustments on the first configuration to obtain at least one adjusted configuration.

[0161] Optionally, the control parameters include one of the following: intensity parameter of the stimulation mode, frequency parameter of the stimulation mode, intensity parameter of the breast pumping mode, and frequency parameter of the breast pumping mode.

[0162] Optionally, the calculation unit 220 is further configured to negatively adjust the first configuration to obtain a first adjusted configuration, and the first configuration and the first adjusted configuration satisfy at least one of the following conditions: the frequency level of the stimulation mode corresponding to the first adjusted configuration is lower than the frequency level of the stimulation mode corresponding to the first configuration; the pressure level of the stimulation mode corresponding to the first adjusted configuration is lower than the pressure level of the stimulation mode corresponding to the first configuration; the overall level of the stimulation mode corresponding to the first adjusted configuration is lower than the overall level of the stimulation mode corresponding to the first configuration; the frequency level of the breast pumping mode corresponding to the first adjusted configuration is lower than the frequency level of the breast pumping mode corresponding to the first configuration; the pressure level of the breast pumping mode corresponding to the first adjusted configuration is lower than the pressure level of the breast pumping mode corresponding to the first configuration; and the overall level of the breast pumping mode corresponding to the first adjusted configuration is lower than the overall level of the breast pumping mode corresponding to the first configuration.

[0163] Optionally, the calculation unit 220 is further configured to perform a positive adjustment on the first configuration to obtain a second adjusted configuration, wherein the first configuration and the second adjusted configuration satisfy at least one of the following conditions: the frequency level of the stimulation mode corresponding to the second adjusted configuration is higher than the frequency level of the stimulation mode corresponding to the first configuration; the pressure level of the stimulation mode corresponding to the second adjusted configuration is higher than the pressure level of the stimulation mode corresponding to the first configuration; the overall level of the stimulation mode corresponding to the second adjusted configuration is higher than the overall level of the stimulation mode corresponding to the first configuration; the frequency level of the breast pumping mode corresponding to the second adjusted configuration is higher than the frequency level of the breast pumping mode corresponding to the first configuration; the pressure level of the breast pumping mode corresponding to the second adjusted configuration is higher than the pressure level of the breast pumping mode corresponding to the first configuration; and the overall level of the breast pumping mode corresponding to the second adjusted configuration is higher than the overall level of the breast pumping mode corresponding to the first configuration.

[0164] Optionally, the calculation unit 220 is further configured to negatively adjust the first configuration to obtain a first adjusted configuration, and the first configuration and the first adjusted configuration satisfy at least one of the following conditions: the intensity level of the physiotherapy mode corresponding to the first adjusted configuration is lower than the intensity level of the physiotherapy mode corresponding to the first configuration; the frequency level of the physiotherapy mode corresponding to the first adjusted configuration is lower than the frequency level of the physiotherapy mode corresponding to the first configuration; the overall level of the physiotherapy mode corresponding to the first adjusted configuration is lower than the overall level of the physiotherapy mode corresponding to the first configuration; the intensity level of the hybrid mode corresponding to the first adjusted configuration is lower than the intensity level of the hybrid mode corresponding to the first configuration; the frequency level of the hybrid mode corresponding to the first adjusted configuration is lower than the frequency level of the hybrid mode corresponding to the first configuration; and the overall level of the hybrid mode corresponding to the first adjusted configuration is lower than the overall level of the hybrid mode corresponding to the first configuration.

[0165] Optionally, the calculation unit 220 is further configured to perform a positive adjustment on the first configuration to obtain a second adjusted configuration, and the first configuration and the second adjusted configuration satisfy at least one of the following conditions: the intensity level of the physiotherapy mode corresponding to the second adjusted configuration is higher than the intensity level of the physiotherapy mode corresponding to the first configuration; the frequency level of the physiotherapy mode corresponding to the second adjusted configuration is higher than the frequency level of the physiotherapy mode corresponding to the first configuration; the overall level of the physiotherapy mode corresponding to the second adjusted configuration is higher than the overall level of the physiotherapy mode corresponding to the first configuration; the intensity level of the hybrid mode corresponding to the second adjusted configuration is higher than the intensity level of the hybrid mode corresponding to the first configuration; the frequency level of the hybrid mode corresponding to the second adjusted configuration is higher than the frequency level of the hybrid mode corresponding to the first configuration; and the overall level of the hybrid mode corresponding to the second adjusted configuration is higher than the overall level of the hybrid mode corresponding to the first configuration.

[0166] Optionally, the calculation unit 220 is further configured to determine the milk suction time and milk volume for each operation; and to determine the evaluation parameters corresponding to each operation based on the milk suction time and milk volume for each operation.

[0167] Optionally, the calculation unit 220 is further configured to obtain the negative pressure level and the maximum negative pressure level for each operation; wherein the negative pressure level for each operation is less than or equal to the maximum negative pressure level; determine the evaluation weight corresponding to each operation based on the negative pressure level and the maximum negative pressure level for each operation; determine the basic evaluation parameters corresponding to each operation based on the milk expression time and milk expression volume for each operation; and correct the basic evaluation parameters based on the evaluation weight for each operation to obtain the final evaluation parameters.

[0168] Optionally, the calculation unit 220 is further configured to determine the optimal evaluation parameter with the largest value among all evaluation parameters; and to determine the configuration corresponding to the optimal evaluation parameter as the preferred configuration.

[0169] Optionally, the evaluation parameters are milk pumping efficiency and / or user comfort ratings.

[0170] Optionally, the acquisition unit 210 is further configured to acquire N control parameters to be optimized and a first configuration corresponding to each control parameter; wherein, N is a positive integer and N is greater than or equal to 2; The calculation unit 220 is further configured to perform negative and / or positive adjustments on the first configuration of the Mth control parameter to obtain at least one adjusted configuration of the Mth control parameter; wherein the initial value of M is 1; The control unit 230 is also configured to control the breast pump to perform one operation each according to the first configuration of the Mth control parameter and the at least one adjustment configuration; wherein, during each operation, the configuration of the remaining control parameters is the first configuration; The calculation unit 220 is also used to determine the evaluation parameters corresponding to each task; The calculation unit 220 is also configured to determine a preferred configuration among the first configuration and the at least one adjustment configuration of the Mth control parameter based on the evaluation parameters corresponding to each operation; The calculation unit 220 is also used to use the preferred configuration as the new first configuration as the Mth control parameter; The calculation unit 220 is also used to determine whether M is equal to N; The calculation unit 220 is also used to, if M is not equal to N, set M=M+1 and return to execute step S2; The calculation unit 220 is also used to set M=1 if M equals N, and then return to execute step S2.

[0171] Please refer to the following: Figure 6 , Figure 6 This is a schematic diagram of the structure of an electronic device provided in an embodiment of this application. For example... Figure 6 As shown, the electronic device 300 includes: one or more processors 310 and a memory 320. Figure 6 Take the 310 processor as an example.

[0172] Optionally, the processor 310 and the memory 320 can be connected via a bus or other means. Figure 6 Taking the example of a connection between China and Israel via a bus.

[0173] Optionally, the processor 310 is configured to: acquire a first configuration of control parameters for the breast pump; perform negative and / or positive adjustments on the first configuration to obtain at least one adjusted configuration; control the breast pump to perform one operation according to the first configuration of control parameters and the at least one adjusted configuration respectively; determine evaluation parameters corresponding to each operation; determine a preferred configuration among the first configuration of control parameters and the at least one adjusted configuration according to the evaluation parameters corresponding to each operation; use the preferred configuration as the new first configuration, and return to the execution step to perform negative and / or positive adjustments on the first configuration to obtain at least one adjusted configuration.

[0174] Optionally, the memory 320, as a non-volatile computer-readable storage medium, can be used to store non-volatile software programs, non-volatile computer-executable programs, and modules, such as the program instructions / modules of the breast pump control method in the embodiments of this application. The processor 310 executes various functional applications and data processing of the electronic device by running the non-volatile software programs, instructions, and modules stored in the memory 320, thereby implementing the breast pump control method of the above-described method embodiments.

[0175] Optionally, the memory 320 may include a program storage area and a data storage area, wherein the program storage area may store the operating system and applications required for at least one function; the data storage area may store data created based on the use of the breast pump, etc. Furthermore, the memory 320 may include high-speed random access memory and may also include non-volatile memory, such as at least one disk storage device, flash memory device, or other non-volatile solid-state storage device. In some embodiments, the memory 320 may optionally include memory remotely located relative to the processor 310, and these remote memories may be connected to the controller via a network. Examples of such networks include, but are not limited to, the Internet, corporate intranets, local area networks, mobile communication networks, and combinations thereof.

[0176] Optionally, one or more modules are stored in memory 320, and when executed by one or more processors 310, they execute the control method of the breast pump in any of the above method embodiments, for example, the method described above. Figure 2 Steps 101 to 106 of the method.

[0177] Please refer to Figure 7 , Figure 7 This is a structural block diagram of a computer-readable storage medium provided in an embodiment of this application. The computer-readable storage medium 400 stores program code 410, which can be called by a processor to execute the breast pump control method described in the above method embodiments.

[0178] The computer-readable storage medium 400 may be an electronic memory such as flash memory, EEPROM (Electrically Erasable Programmable Read-Only Memory), EPROM, hard disk, or ROM. Optionally, the computer-readable storage medium includes a non-volatile computer-readable medium. The computer-readable storage medium 400 has storage space for program code that performs any of the method steps of the control method described above. This program code can be read from or written to one or more computer program products. The program code may, for example, be compressed in a suitable form.

[0179] This application also provides a computer program product, which includes a computer program that, when executed by a processor, implements the control method of the breast pump in any of the above method embodiments.

[0180] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of this application, and are not intended to limit them. Although this application has been described in detail with reference to the foregoing embodiments, those skilled in the art should understand that modifications can still be made to the technical solutions described in the foregoing embodiments, or equivalent substitutions can be made to some of the technical features. Such modifications or substitutions do not cause the essence of the corresponding technical solutions to deviate from the spirit and scope of the technical solutions of the embodiments of this application.

Claims

1. A method for controlling a breast pump, characterized in that, The method includes: A first configuration for obtaining the control parameters of the breast pump; The first configuration is adjusted negatively and / or positively to obtain at least one adjusted configuration; The breast pump is controlled to perform one operation according to the first configuration of the control parameters and the at least one adjustment configuration; Determine the evaluation parameters for each task; Based on the evaluation parameters corresponding to each operation, a preferred configuration is determined from the first configuration and the at least one adjustment configuration of the control parameters; The preferred configuration is used as the new first configuration, and the execution steps are returned to perform negative and / or positive adjustments on the first configuration to obtain at least one adjusted configuration.

2. The method according to claim 1, characterized in that, The control parameters include one of the following: intensity parameter of the stimulation mode, frequency parameter of the stimulation mode, intensity parameter of the breast pumping mode, and frequency parameter of the breast pumping mode.

3. The method according to claim 2, characterized in that, The negative adjustment to the first configuration includes: A first adjusted configuration is obtained by negatively adjusting the first configuration, and the first configuration and the first adjusted configuration satisfy at least one of the following conditions: The frequency level of the stimulation mode corresponding to the first adjustment configuration is lower than the frequency level of the stimulation mode corresponding to the first configuration. The pressure level of the stimulation mode corresponding to the first adjustment configuration is lower than the pressure level of the stimulation mode corresponding to the first configuration. The overall level of the stimulation mode corresponding to the first adjustment configuration is lower than the overall level of the stimulation mode corresponding to the first configuration. The frequency setting of the first adjusted configuration corresponding to the breast pumping mode is lower than the frequency setting of the first configuration corresponding to the breast pumping mode; The pressure setting of the first adjusted breast pumping mode is lower than the pressure setting of the first configuration's corresponding breast pumping mode; The overall level of the breast pumping mode corresponding to the first adjustment configuration is lower than the overall level of the breast pumping mode corresponding to the first configuration.

4. The method according to claim 2, characterized in that, The positive adjustment of the first configuration includes: A second adjusted configuration is obtained by positively adjusting the first configuration, and the first configuration and the second adjusted configuration satisfy at least one of the following conditions: The frequency level of the stimulation mode corresponding to the second adjustment configuration is higher than the frequency level of the stimulation mode corresponding to the first configuration. The pressure level of the stimulation mode corresponding to the second adjustment configuration is higher than the pressure level of the stimulation mode corresponding to the first configuration. The overall level of the stimulation mode corresponding to the second adjustment configuration is higher than the overall level of the stimulation mode corresponding to the first configuration. The frequency setting of the second adjusted breast pumping mode is higher than the frequency setting of the first adjusted breast pumping mode. The pressure level of the second adjusted breast pumping mode is higher than that of the first adjusted breast pumping mode. The overall level of the breast pumping mode corresponding to the second adjustment configuration is higher than that of the breast pumping mode corresponding to the first configuration.

5. The method according to claim 1, characterized in that, The control parameters include one of the following: intensity parameter of the physiotherapy mode, frequency parameter of the physiotherapy mode, first sub-intensity parameter of the mixed mode, second sub-intensity parameter of the mixed mode, and frequency parameter of the mixed mode.

6. The method according to claim 5, characterized in that, The negative adjustment to the first configuration includes: A first adjusted configuration is obtained by negatively adjusting the first configuration, and the first configuration and the first adjusted configuration satisfy at least one of the following conditions: The intensity level of the physiotherapy mode corresponding to the first adjustment configuration is lower than the intensity level of the physiotherapy mode corresponding to the first configuration. The frequency level of the physiotherapy mode corresponding to the first adjustment configuration is lower than the frequency level of the physiotherapy mode corresponding to the first configuration; The overall level of the physiotherapy mode corresponding to the first adjustment configuration is lower than the overall level of the physiotherapy mode corresponding to the first configuration. The intensity level of the hybrid mode corresponding to the first adjustment configuration is lower than the intensity level of the hybrid mode corresponding to the first configuration. The frequency level of the hybrid mode corresponding to the first adjustment configuration is lower than the frequency level of the hybrid mode corresponding to the first configuration; The overall gear level of the hybrid mode corresponding to the first adjusted configuration is lower than the overall gear level of the hybrid mode corresponding to the first configuration.

7. The method according to claim 5, characterized in that, The positive adjustment of the first configuration includes: A second adjusted configuration is obtained by positively adjusting the first configuration, and the first configuration and the second adjusted configuration satisfy at least one of the following conditions: The intensity level of the physiotherapy mode corresponding to the second adjustment configuration is higher than the intensity level of the physiotherapy mode corresponding to the first configuration. The frequency level of the physiotherapy mode corresponding to the second adjustment configuration is higher than the frequency level of the physiotherapy mode corresponding to the first configuration; The overall level of the physiotherapy mode corresponding to the second adjustment configuration is higher than the overall level of the physiotherapy mode corresponding to the first configuration. The intensity level of the hybrid mode corresponding to the second adjustment configuration is higher than the intensity level of the hybrid mode corresponding to the first configuration; The frequency level of the hybrid mode corresponding to the second adjustment configuration is higher than the frequency level of the hybrid mode corresponding to the first configuration; The overall gear level of the hybrid mode corresponding to the second adjustment configuration is higher than that of the hybrid mode corresponding to the first configuration.

8. The method according to claim 1, characterized in that, The step of determining the evaluation parameters corresponding to each task includes: Determine the duration and amount of milk to be expressed for each session; The evaluation parameters for each milk extraction session are determined based on the extraction time and volume.

9. The method according to claim 8, characterized in that, The process of determining the evaluation parameters for each milk extraction session based on the extraction time and volume includes: Obtain the negative pressure level and maximum negative pressure level for each operation; wherein the negative pressure level for each operation is less than or equal to the maximum negative pressure level. The evaluation weight for each operation is determined based on the negative pressure level and the maximum negative pressure level for each operation. The basic evaluation parameters for each milk extraction session are determined based on the milk extraction time and volume for each session. The basic evaluation parameters are adjusted according to the evaluation weight of each task to obtain the final evaluation parameters.

10. The method according to claim 8, characterized in that, The step of determining the preferred configuration among the first configuration and the at least one adjustment configuration of the control parameters based on the evaluation parameters corresponding to each operation includes: Determine the optimal evaluation parameter with the largest value among all evaluation parameters; The configuration corresponding to the optimal evaluation parameters is determined as the preferred configuration.

11. The method according to claim 1, characterized in that, The evaluation parameters are the milk pumping efficiency and / or user comfort score.

12. The method according to any one of claims 1-11, characterized in that, The method further includes: S1. Obtain N control parameters to be optimized and the first configuration corresponding to each control parameter; where N is a positive integer and N is greater than or equal to 2; S2. Perform negative and / or positive adjustments on the first configuration of the Mth control parameter to obtain at least one adjusted configuration of the Mth control parameter; wherein, the initial value of M is 1; S3. Control the breast pump to perform one operation according to the first configuration of the Mth control parameter and the at least one adjustment configuration; wherein, during each operation, the configuration of the remaining control parameters is the first configuration; S4. Determine the evaluation parameters for each task; S5. Determine the preferred configuration from the first configuration and the at least one adjustment configuration of the Mth control parameter based on the evaluation parameters corresponding to each operation; S6. The preferred configuration is used as the new first configuration for the Mth control parameter; S7. Determine if M equals N; S8. If M is not equal to N, set M = M + 1 and return to step S2. S9. If M equals N, set M=1 and return to step S2.

13. The method according to claim 12, characterized in that, N equals 3, and the three control parameters to be optimized are the frequency parameter of the stimulation mode, the frequency parameter of the breast pumping mode, and the intensity parameter of the breast pumping mode.

14. A control device for a breast pump, characterized in that, The device includes: The acquisition unit is used to acquire the first configuration of the control parameters of the breast pump; A calculation unit is configured to perform negative and / or positive adjustments on the first configuration to obtain at least one adjusted configuration; A control unit is configured to control the breast pump to perform one operation each according to a first configuration of the control parameters and at least one adjustment configuration; The calculation unit is also used to determine the evaluation parameters corresponding to each task; The calculation unit is also used to determine a preferred configuration among the first configuration and the at least one adjustment configuration of the control parameters based on the evaluation parameters corresponding to each operation; The calculation unit is further configured to use the preferred configuration as the first configuration, and return to the execution step to make negative and / or positive adjustments to the first configuration to obtain at least one adjusted configuration.

15. An electronic device, characterized in that, The electronic device includes: At least one processor; and, A memory communicatively connected to the at least one processor; wherein, The memory stores instructions that can be executed by the at least one processor to enable the at least one processor to perform the control method of the breast pump as described in any one of claims 1 to 13.

16. The electronic device according to claim 15, characterized in that, The electronic device is a breast pump, a mobile terminal, or a server.

17. A computer-readable storage medium, characterized in that, The computer-readable storage medium stores an executable program, which is executed by a processor to implement the control method of the breast pump as described in any one of claims 1 to 13.

18. A computer program product, characterized in that, The computer program product includes a computer program that, when executed by a processor, implements the control method for the breast pump as described in any one of claims 1 to 13.

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