Lactation control method, device, terminal, breast pump, system, medium and product

Abstract

The invention discloses a lactation control method and device, a terminal, a system, a medium and a product, and relates to the technical field of breast pumps, and the lactation control method comprises the steps that lactation detection data of a user is acquired, and the playing content of playing equipment is adjusted based on the lactation detection data, the audio and video content matched with the lactation stage is played through the playing device, comfortable experience is created from multiple dimensions such as visual sense and auditory sense, the mood of a user is effectively relieved, then a positive stimulation effect is generated on lactation secretion, the lactation secretion amount is increased, and the lactation efficiency is improved.

Description

Technical Field

[0001] The present application relates to the technical field of breast pumps, and in particular to a lactation control method, device, terminal, breast pump, system, medium and product. Background Art

[0002] A breast pump is a common tool for nursing mothers to assist with milk ejection and unclog their mammary glands. Using negative pressure, the pump draws away irritated mammary tissue, adjusting the suction strength with a regulator, and collects the milk in a bottle. Breast pumps have become a common tool for nursing mothers.

[0003] Currently, breast pumps achieve lactation by setting different working modes or gears, but the lactation effect needs to be improved. Summary of the Invention

[0004] The present application provides a lactation control method, device, terminal, system, medium and product, which can improve the lactation effect.

[0005] To achieve the above objectives, in a first aspect, the present application proposes a method for controlling lactation, the method comprising: Obtain the user's lactation test data; Based on the lactation detection data, the playback content of the playback device is adjusted.

[0006] In addition, to achieve the above objectives, in a second aspect, the present application further proposes a lactation control device, the lactation control device comprising: The acquisition module is used to obtain the user's lactation test data; The adjustment module is used to adjust the playback content of the playback device based on the lactation detection data.

[0007] In addition, to achieve the above-mentioned purpose, in a third aspect, the present application also provides a lactation control system, comprising a breast pump, a control terminal and a playback device; the playback device communicates with the breast pump or the control terminal, or the playback device is integrated into the breast pump or the control terminal; the control terminal or the breast pump is used to execute the steps of the lactation control method described above.

[0008] In addition, to achieve the above-mentioned purpose, in the fourth aspect, the present application also proposes a control terminal, which includes: a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the computer program is configured to implement the steps of the lactation control method as described above.

[0009] In addition, to achieve the above objectives, in a fifth aspect, the present application further proposes a breast pump, which includes a host, and the host includes a microprocessor, and the microprocessor is used to execute the steps of the lactation control method as described above.

[0010] In addition, to achieve the above-mentioned purpose, in the sixth aspect, the present application also proposes a storage medium, which is a computer-readable storage medium, and a computer program is stored on the storage medium. When the computer program is executed by the processor, the steps of the lactation control method as described above are implemented.

[0011] In addition, to achieve the above-mentioned purpose, in a seventh aspect, the present application also provides a computer program product, which includes a computer program, and when the computer program is executed by a processor, it implements the steps of the lactation control method as described above.

[0012] One or more technical solutions proposed in this application have at least the following technical effects: By obtaining the lactation detection data detected by the breast pump and adjusting the playback content of the playback device based on the lactation detection data, and playing audio / video content adapted to the current lactation status, a comfortable experience can be created from multiple dimensions such as vision and hearing, effectively alleviating the user's emotions, thereby having a positive stimulating effect on lactation secretion and thereby improving lactation efficiency. BRIEF DESCRIPTION OF THE DRAWINGS

[0013] The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the present application and, together with the description, serve to explain the principles of the present application.

[0014] 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, for ordinary technicians in this field, other drawings can be obtained based on these drawings without any creative work.

[0015] Figure 1 A schematic diagram of an application scenario provided for the lactation control method of this application; Figure 2 A schematic diagram of another application scenario provided for the lactation control method of this application; Figure 3 A schematic diagram of a process flow provided for an embodiment of the lactation control method of the present application; Figure 4 This is a schematic diagram of the module structure of the lactation control device according to an embodiment of the present application; Figure 5 A schematic structural diagram of an embodiment of a breast pump provided in the present application; Figure 6 Schematic diagram of the device structure of the hardware operating environment involved in the lactation control method in the embodiment of the present application.

[0016] The purpose, features and advantages of this application will be further explained in conjunction with the embodiments and with reference to the accompanying drawings. DETAILED DESCRIPTION

[0017] It should be understood that the specific embodiments described herein are merely used to explain the technical solutions of the present application and are not intended to limit the present application.

[0018] Existing lactation control methods mainly use a breast pump to simulate the sucking action of a baby to assist the mother in lactating. However, this method can only collect the milk that the lactating mother has already produced, but cannot stimulate the mammary glands in more dimensions to increase milk secretion.

[0019] To solve the above problems, an embodiment of the present application provides a lactation control method, including: obtaining a user's lactation detection data, and adjusting the playback content of a playback device based on the lactation detection data.

[0020] For example, the lactation control method of this embodiment can be executed by a control terminal or a breast pump. The playback device can be a device that only supports audio playback, such as headphones, or a device that supports both audio and video playback, such as an augmented reality device, a television terminal, a mobile phone, a tablet computer, a watch, a monitor, etc. The playback device can be independent of the breast pump, making them independent devices. Alternatively, the playback device can be integrated into the breast pump. For example, if the playback device is headphones, the breast pump can also be equipped with headphones.

[0021] See Figure 1 , Figure 1 A diagram showing an application scenario of the lactation control method is shown. Figure 1 The exemplary scenario shown includes a breast pump 1 and a playback device 2 ( Figure 1 Taking the AR device as an example, other embodiments may also include other playback devices such as a TV terminal and headphones). The breast pump 1 and the playback device 2 communicate via a wireless network 4. In an example scenario, assuming that the lactation control method is executed by a breast pump, the breast pump 1 can communicate with the playback device 2 via a wired or wireless communication method. Among them, the wireless communication methods include: WiFi communication, Bluetooth communication, cellular network, etc. The breast pump 1 has a built-in milk volume detection unit and / or milk flow detection unit. The milk volume detection unit can be used to detect the user's milk production volume. The milk flow detection unit can be implemented by a flow sensor. The milk volume detection unit can be set near the duct channel of the breast pump or in the milk collection bottle. The milk flow detection unit can be used to detect whether the user has milk flow and generate milk flow detection data.

[0022] See Figure 2 , Figure 2 Another application scenario diagram of the lactation control method is shown. Figure 2The illustrated exemplary scenario includes a breast pump 1, a playback device 2, and a control terminal 3. The breast pump 1, the wearable brain-computer interface device 2, and the control terminal 3 communicate via a wireless network 4. In this example, the lactation control method is executed by the control terminal 3, which can be a mobile phone, smartwatch, or other terminal device. The control terminal 3 is equipped with a lactation control application (APP), which allows the user to control the operating parameters of the breast pump and / or the audio and video content played by the playback device. The lactation control app contains a playback content library that includes multiple factory-configured audio and video content. Furthermore, the user can configure the audio and video content played during the lactation process through the interactive interface provided by the lactation control app, such as baby-related videos, videos showing breastfeeding scenes, and sounds of milk flowing, to meet the personalized needs of different users. The control terminal 3 communicates with the breast pump 1 and the playback device 2 to obtain real-time lactation data detected by the breast pump 1. This data includes milk production and milk letdown data. In addition, the control terminal can also control the breast pump and / or the playback device to implement the lactation control method. Among them, the wireless communication method includes: WiFi communication, Bluetooth communication, cellular network, etc.

[0023] The lactation control method of the embodiment of the present application will be described in detail below with reference to the accompanying drawings and specific implementation methods.

[0024] Please refer to Figure 3 , Figure 3 This is a flow chart of an embodiment of the lactation control method of the present application. The lactation control method includes steps S10 to S20: Step S10: Acquire the user's lactation detection data.

[0025] In this embodiment, the breast pump has a built-in milk volume detection unit and / or milk ejection detection unit. The milk volume detection unit is used to detect the user's milk production, and the milk ejection detection unit is used to detect whether the user has experienced milk ejection and generate milk ejection detection data accordingly. The milk ejection detection data includes milk ejection identification data and non-milk ejection identification data. The milk ejection identification data indicates that a milk ejection has occurred, while the non-milk ejection identification data indicates that a milk ejection has not occurred. The milk ejection identification data and the non-milk ejection identification data can be represented by specific identifiers, for example, "1" represents the milk ejection identification data and "0" represents the non-milk ejection identification data.

[0026] Thus, in some embodiments, the lactation detection data may include at least one of milk production and milk let detection data.

[0027] Exemplarily, the milk production is determined by the following steps: Get the milk production through the milk production detection module; The milk letdown detection data is determined through the following steps: Whether milk letdown occurs is determined based on the rate of change of milk production within a preset time period or the injection pressure detected by the pressure sensor, and milk letdown detection data is generated according to the determination result.

[0028] Among them, the milk amount detection module can be a liquid level sensor set in the milk storage container. The liquid level sensor can be an infrared sensor, a photoelectric sensor, a capacitive sensor, etc., and this application does not impose any restrictions.

[0029] The rate of change of the milk production within the preset time period can be detected by a flow sensor on the breast pump. Optionally, the flow sensor can be arranged in the milk flow path between the breast shield of the breast pump and the milk storage container.

[0030] Among them, the pressure sensor can be set in the breast shield. When the milk ejection comes, the breast milk is ejected, and the pressure sensor detects the ejection pressure of the breast milk to determine whether it is a milk ejection.

[0031] Exemplarily, the milk let detection unit generates milk let detection data by acquiring the milk production volume detected by the milk volume detection unit in real time. If the rate of increase in milk production per unit time exceeds a preset threshold, milk let identification data is generated; otherwise, non-milk let identification data is generated. As can be understood, since milk let is a rapid milk discharge caused by the periodic contraction of mammary alveoli, milk production will surge rapidly within a short period of time during a milk let.

[0032] When determining whether milk letdown is generated, if the rate of increase of milk production per unit time is greater than a preset rising threshold, it is determined that milk letdown is coming; otherwise, milk letdown is not generated.

[0033] Step S20: adjusting the playback content of the playback device based on the lactation detection data.

[0034] In some embodiments, the above S20 may include: determining the user's current lactation stage based on the lactation detection data; and adjusting the playback content of the playback device based on the lactation stage.

[0035] In some embodiments, adjusting the playback content of the playback device according to the lactation stage may include: determining target playback content based on the lactation stage, and sending a second adjustment instruction to the playback device based on the target playback content to control the playback device to play the target playback content.

[0036] The lactation stage can be divided into different phases based on the secretion levels of prolactin (such as prolactin and oxytocin) in the mammary gland and the characteristics of milk letdown. Based on the amount of prolactin secreted and the physiological manifestations of milk letdown, the lactation stage can be divided into the "lethal phase" and the "non-lethal phase." The lethal phase is a period of rapid milk letdown, triggered by high levels of prolactin secretion (i.e., milk letdown), while the non-lethal phase is a period of milk letdown with less prolactin secretion.

[0037] The following provides an implementation scheme for determining the lactation stage based on lactation test data: As an embodiment, if the lactation detection data includes milk letdown detection data, and the milk letdown detection data is milk letdown identification data, then the current lactation stage is determined to be the milk letdown stage; if the milk letdown detection data is non-milk letdown identification data, then the current lactation stage is determined to be the non-milk letdown stage.

[0038] As another embodiment, if the lactation detection data includes the amount of milk production, and the rate of increase of the user's milk production per unit time is greater than a preset increase threshold, the current lactation stage is determined to be the milk letdown stage; otherwise, the current lactation stage is determined to be the non-milk letdown stage.

[0039] Furthermore, the non-milking stage can be further divided into the lactation stimulation stage and the lactation maturity stage. The lactation stimulation stage refers to the user's current milk production not reaching a sufficient level and not yet meeting the specific conditions required for lactation; while the lactation maturity stage means that the user's milk production is sufficient to support the normal execution of the lactation process.

[0040] Therefore, in some embodiments, the control terminal can combine the milk letdown data and the milk letdown detection data to determine whether the user is in the lactation stimulation stage or the lactation maturity stage. Specifically, if the milk letdown detection data within a preset duration are all non-milk letdown identification data and the milk letdown data are all less than a preset first threshold, the current lactation stage is determined to be the lactation stimulation stage; if the milk letdown detection data within the preset duration are all non-milk letdown identification data and the milk letdown data is greater than or equal to the preset first threshold, the user is determined to be in the lactation stage.

[0041] After determining the current lactation stage of the user, the playback content of the playback device can be adjusted according to the lactation stage.

[0042] In some embodiments, adjusting the playback content of a playback device according to the lactation stage may include: When the lactation stage is the milk let-down stage, the target playback content is determined to be playback content related to increasing milk secretion; When the lactation stage is a non-milk letdown stage, the target playback content is determined to be playback content related to promoting milk secretion.

[0043] For example, based on experimental data, when a user is in the letdown phase, the content related to increasing milk secretion could be the sound of flowing milk, while the breast pump is set to extraction mode, operating with high suction. When the user is not in the letdown phase, based on experimental data, the content related to promoting milk secretion could be the sound of a baby laughing, while the breast pump is set to variable frequency mode or lactation mode.

[0044] Therefore, by playing audio and video content adapted to the lactation stage through the playback device, a comfortable experience is created from multiple dimensions such as vision and hearing, which effectively relieves the user's emotions, and then has a positive stimulating effect on lactation secretion, increasing the amount of lactation secretion, and effectively improving lactation efficiency.

[0045] In some embodiments, the implementation of determining target playback content based on the lactation stage may include: As an implementation manner, the reference playback content is determined based on the lactation stage, and the target playback content is set as the reference playback content.

[0046] The control terminal can obtain a preset first correspondence from a local module or the cloud. This preset first correspondence can be used to indicate the correspondence between the lactation stage and the reference playback content. The reference playback content can be factory-set for the breast pump, for example, setting the reference playback content for the letdown stage to audio / video 1 and the reference playback content for the non-letdown stage to audio / video 2. Alternatively, the user can configure the playback content that matches the corresponding lactation stage through the interactive interface provided by the lactation control app, thereby generating a preset first correspondence that meets the user's personalized needs.

[0047] As another embodiment, determining the target playback content and target operating parameters based on the lactation stage may include steps A1 to A3: A1, determine the baseline playback content based on the lactation stage.

[0048] Among them, the specific implementation method of how to determine the benchmark playback content based on the lactation stage can be found in the relevant content above and will not be repeated here.

[0049] A2, obtain the historical playback data of the playback device.

[0050] The historical playback data includes playback feedback data generated by the user when the playback device plays the baseline playback content corresponding to the lactation stage in each historical playback task. A playback task should be understood as a playback task performed by the playback device within a lactation stage.

[0051] A3: Determine target playback content based on historical playback data and reference playback content.

[0052] As an example, the following table 1 shows the content of historical playback data: Table 1

[0053] In some embodiments, the baseline playback content may include multiple audio and video segments. For example, the baseline playback content consists of audio and video segment 1, audio and video segment 2, and audio and video segment 3. When the playback device plays the baseline playback content according to the lactation stage, it can adopt any of the following methods: randomly playing multiple audio and video segments in the baseline playback content, looping a certain audio and video segment, and looping multiple audio and video segments until the end of the current lactation stage.

[0054] In some embodiments, the playback feedback data may include any of the following types of data: (1) Playback content adjustment data generated by a user adjusting the content played by a playback device; (2) Rating data provided by users after playing the baseline content corresponding to the lactation test data on the playback device.

[0055] In one exemplary scenario, while a playback device is playing the baseline content corresponding to the current lactation stage, if the control terminal detects that a user has modified the content currently being played on the playback device through the lactation control app, the control terminal will obtain playback content adjustment data corresponding to the modification. For example, if the playback device is playing audio / video segment 2, and the user selects to play another audio / video segment (such as audio / video segment 4) through the lactation control app, the system will record the adjustment information that "audio / video segment 2 has been replaced with audio / video segment 4" and generate playback content adjustment data accordingly.

[0056] In another exemplary scenario, if the control terminal does not detect playback content adjustment data generated by user operations at the end of the current lactation stage, a playback feedback query message is generated in the interactive interface provided by the lactation control app. This information includes scoring options for the current playback operation (e.g., using a scoring system of 1-100 points) and a playback feedback input box. The control terminal receives the playback score and playback feedback content submitted by the user on the lactation control app based on the feedback query message. For example, if the user submits a score of 60 points and the playback feedback content entered in the playback feedback input box is "The baby's laughter is too sharp," the content of audio and video segment 2 can be determined based on the feedback content "The baby's laughter is too sharp."

[0057] In some embodiments, determining the target playback content based on the historical playback data and the benchmark playback content includes: extracting target historical playback feedback data corresponding to the lactation stage from the historical playback data; and determining the target playback content based on the target historical playback feedback data and the benchmark playback content.

[0058] The following provides an implementation plan for determining target playback content based on target historical playback feedback data and benchmark playback content: As an implementation method, if the playback feedback data includes playback content adjustment data, the replaced audio and video segments and the newly added audio and video segments in the playback content adjustment data are obtained, and then the replaced audio and video segments in the baseline playback content are deleted, and the newly added audio and video segments are added to obtain the target playback content.

[0059] As another embodiment, if the playback feedback data includes playback rating data, the baseline playback content is adjusted based on the rating values ​​in the playback rating data and the playback feedback content. Specifically, the playback feedback data for all target historical lactation stages with ratings below a preset rating threshold are counted, and the target historical lactation stages with ratings below the preset rating threshold are recorded as the target historical lactation stages to be analyzed. Subsequently, based on the playback feedback content corresponding to all target historical lactation stages to be analyzed, the audio and video segments with the lowest likeability are determined. Finally, the audio and video segments with the lowest likeability are deleted from the baseline playback content to obtain the target playback content.

[0060] For example, assuming that among all the playback tasks in the target historical lactation stage, there are m times with a score value lower than 60 points, then the playback feedback content of these m low-scoring playback tasks is further analyzed. If among these m target historical lactation stages, the number of playback feedback contents related to "dislike audio and video segment 2" is the largest, then audio and video segment 2 is determined to be the audio and video segment with the lowest likeability, and it is deleted from the baseline playback content to obtain the target playback content.

[0061] Compared to the previous embodiment's technical solution for determining target content, this embodiment's solution adaptively learns the user's preferred audio and video content at different lactation stages by combining historical data. This approach, without the need for manual adjustments, closely tailors the user's physiological state, providing a more personalized lactation stimulation method, effectively promoting lactation and significantly improving lactation efficiency.

[0062] In some embodiments, the lactation control method of the embodiment of the present application further includes: Based on the lactation detection data, the operating parameters of the breast pump are adjusted, wherein the operating parameters may include at least one of an operating mode, an operating frequency, and a suction strength.

[0063] In some embodiments, adjusting the operating parameters of the breast pump based on the lactation detection data may include: determining the current lactation stage of the user according to the lactation detection data; and adjusting the operating parameters of the breast pump according to the lactation stage.

[0064] In some embodiments, adjusting the operating parameters of a breast pump according to the lactation stage includes: determining target operating parameters according to the lactation stage; and sending a first adjustment instruction to the breast pump based on the target operating parameters to control the breast pump to operate at the target operating parameters.

[0065] In some embodiments, when the lactation stage is the milking stage, the target operating parameters are determined as operating parameters corresponding to the milking mode; when the lactation stage is the non-milking stage, the target operating parameters are determined as operating parameters corresponding to the variable frequency mode or the lactation mode.

[0066] The lactation mode uses rapid, gentle, short pulses to simulate an infant's early "quick, gentle sucking" movements, triggering the mother's milk letdown reflex (milk ejection), typically with 60-120 pulses per minute. The suction mode uses slower, deeper sucking movements to simulate the "deep, long suck" of an infant during the swallowing phase, continuously emptying the breast, typically with 30-60 pulses per minute. The variable frequency mode combines the characteristics of the lactation and suction modes, switching between rapid stimulation and slow sucking (for example, 30 seconds of lactation followed by 2 minutes of suction) by switching frequency and suction force, simulating the dynamic changes in an infant's sucking.

[0067] In some embodiments, the implementation of determining target operating parameters according to the lactation stage may include: As an implementation manner, the reference operating parameter is determined according to a preset second corresponding relationship, and the target operating parameter is determined as the reference operating parameter.

[0068] During specific implementation, a preset second correspondence can be obtained from a local module or the cloud, and the baseline operating parameters corresponding to the lactation stage can be determined based on the second correspondence. This preset second correspondence can be used to indicate the correspondence between the lactation stage and the baseline operating parameters. A breast pump refers to the breast pump operating parameters initially configured for each lactation stage. There are two ways to configure this preset first correspondence: one is for the manufacturer to preset the configuration when the breast pump leaves the factory; the other is for the user to independently configure the corresponding audio and video playback content and the corresponding operating parameters of the breast pump using the interactive interface provided by the lactation control app, thereby generating a preset second correspondence that meets the user's personalized needs.

[0069] As another embodiment, determining the target playback content and target operating parameters based on the lactation stage may include steps B1 to B3: B1, determine baseline operating parameters based on lactation stage.

[0070] Among them, how to determine the benchmark operating parameters can be found in the relevant content above and will not be repeated here.

[0071] B2, obtain historical working data of the breast pump.

[0072] The historical working data includes milk sucking feedback data generated by the user when the breast pump operates with corresponding benchmark working parameters in each historical lactation stage.

[0073] B3, determining target operating parameters based on historical operating data and baseline operating parameters.

[0074] As an example, the following Table 2 shows the content of historical work data: Table 2

[0075] In some embodiments, the milk pumping feedback data may include any of the following types of data: (1) Adjustment of working parameters generated by the user adjusting the breast pump; (2) Rating data provided by users after the breast pump is operated using the baseline operating parameters corresponding to the lactation stage.

[0076] In one exemplary scenario, when the control terminal detects that the user is in the lactation stimulation phase, it first sets the operating parameters of the breast pump to the baseline operating parameters corresponding to that phase according to a preset program. While the breast pump is operating at these baseline operating parameters, if the control terminal detects that the user modifies the breast pump operating parameters through the lactation control app, or receives adjusted operating parameter data generated by the breast pump due to manual user operation, the control terminal records the adjusted operating parameter data and the corresponding relationship between the current lactation stimulation phase and the adjusted operating parameters for subsequent analysis and optimization.

[0077] In another exemplary scenario, if the control terminal detects that the breast pump is operating at the corresponding baseline operating parameters during the lactation stimulation phase and detects no user-triggered parameter adjustment data, the control terminal generates a milking feedback query message on the interactive interface of the lactation control app. This milking feedback query message includes user rating options for the current milking session (e.g., a scale of 1-100) and a milking feedback input box. Then, after the user enters a rating value on the interactive interface of the lactation control app based on the milking feedback query message and enters milking feedback content in the milking feedback input box, the control terminal receives and records the rating value and milking feedback content as the milking feedback data corresponding to the current lactation stimulation phase. For example, the recorded rating data for the current lactation stimulation phase may include: a rating value of 60 points and milking feedback content of "breast pump intensity too high."

[0078] In some embodiments, determining the target operating parameters based on the historical operating data and the baseline operating parameters may include: extracting target historical milk sucking feedback data corresponding to the lactation stage from the historical operating data; and adjusting the baseline operating parameters based on the target historical milk sucking feedback data to obtain the target operating parameters.

[0079] Specifically, the control terminal can extract target historical pumping feedback data associated with the current lactation stage in a preset historical time period from the historical working data. The target historical pumping feedback data can include pumping feedback data corresponding to multiple target historical lactation stages. Taking the historical working data provided in Table 1 as an example, if the current lactation stage is in the lactation stimulation stage, the pumping feedback data C1 and the pumping feedback data C2 corresponding to the lactation stimulation stage are extracted from the historical working data, and the pumping feedback data C1 and the pumping feedback data C2 correspond to the pumping feedback data corresponding to one target historical lactation stage, respectively.

[0080] The following provides an implementation scheme for adjusting the reference working parameters based on the target historical pumping feedback data to obtain the target working parameters: As an implementation manner, if the pumping feedback data includes the adjusted working parameters generated by the user adjusting the breast pump, the target working parameters are determined based on the adjusted working parameters and the reference working parameters corresponding to all target historical lactation stages. The working parameters can include the suction force and the frequency of the breast pump.

[0081] Exemplarily, the target working parameters are represented as (target suction force, target frequency), and the target suction force = (suction force 1 +... + suction force n) / n, where suction force 1 represents the suction force adjustment value corresponding to the first target historical lactation stage, suction force n represents the suction force adjustment value corresponding to the nth target historical lactation stage, and n is the number of extracted target historical lactation stages.

[0082] As another implementation manner, if the pumping feedback data includes the pumping score data, the reference working parameters are adjusted according to the score values and the pumping feedback contents in the pumping score data to obtain the target working parameters.

[0083] Exemplarily, if there are m times of score values lower than a preset score threshold in all target historical lactation stages, and the pumping feedback content is the description content related to the too large suction intensity of the breast pump, the suction force and the frequency set in the reference working parameters are reduced to obtain the target working parameters. If there are m times of score values lower than a preset score threshold in all target historical lactation stages, and the pumping feedback content is the content related to the too slow efficiency of the breast pump, the suction force and the frequency set in the reference working parameters are increased to obtain the target working parameters. In actual application, m and the preset score threshold can be set according to actual demand and experience.

[0084] Through this implementation plan, the user's preferred breast pump working mode in different lactation stages can be adaptively learned in combination with the breast pump's historical working data. On the one hand, it can accurately match the user's physiological state, ensure that the breast pump operates under operating conditions that the user feels comfortable, and effectively improve the user's physiological comfort; on the other hand, through the adaptive learning mechanism, the user does not need to manually adjust the breast pump parameters, which greatly simplifies the operation process and significantly improves the user's experience.

[0085] This application also provides a lactation control device, please refer to Figure 4 , lactation control devices include: An acquisition module 10 is used to obtain lactation detection data of a breast pump; The adjustment module 20 is used to adjust the playback content of the playback device based on the lactation detection data.

[0086] In some embodiments, the adjustment module 20 is further configured to: Adjust the working parameters of the breast pump based on the lactation detection data.

[0087] In one embodiment, the adjustment module 20 includes a determination unit and an adjustment unit. The determination unit is used to determine the current lactation stage of the user based on the lactation detection data; the adjustment unit is used to adjust the playback content of the playback device based on the lactation stage.

[0088] In some embodiments, the adjustment unit is further configured to adjust operating parameters of the breast pump according to the lactation stage.

[0089] In one embodiment, the adjustment unit is specifically configured to: Determine target playback content based on lactation stage; A second adjustment instruction is sent to the playback device based on the target playback content to control the playback device to play the target playback content.

[0090] In one embodiment, the adjustment unit is further configured to: A first adjustment instruction is sent to the breast pump based on the target playback content to control the breast pump to operate with the target operating parameters.

[0091] In one embodiment, the determining unit is specifically configured to: When the lactation stage is the milk let-down stage, the target playback content is determined to be playback content related to increasing milk secretion; When the lactation stage is a non-milk letdown stage, the target playback content is determined to be playback content related to promoting milk secretion.

[0092] In another embodiment, the determining unit includes a first determining subunit, an acquiring subunit, a second determining subunit, and a third determining subunit.

[0093] The first determining subunit is configured to determine reference playback content based on the lactation stage.

[0094] The acquisition subunit is used to obtain the historical playback data of the playback device.

[0095] The second determining subunit is configured to determine target playback content based on historical playback data and reference playback content.

[0096] In one embodiment, the first determining subunit is further configured to determine a baseline operating parameter based on the lactation stage.

[0097] In one embodiment, the acquisition subunit is further configured to acquire historical operating data of the breast pump.

[0098] In one embodiment, the second determining subunit is further configured to determine the target operating parameter based on the historical operating data and the benchmark operating parameter.

[0099] In one embodiment, the second determining subunit is specifically configured to: Extracting target historical milk suction feedback data corresponding to the lactation stage from the historical operating data, the historical operating data including milk suction feedback data generated by the user when the breast pump operates with corresponding baseline operating parameters in each historical lactation stage; The baseline operating parameters are adjusted based on the target historical milk sucking feedback data to obtain the target operating parameters.

[0100] In one embodiment, the second determining subunit is further configured to: Extracting target historical playback feedback data corresponding to the lactation stage from the historical playback data, the historical playback data including playback feedback data generated by the user when the playback device plays the benchmark playback content corresponding to the lactation stage during each historical playback process; The target playback content is determined based on the target historical playback feedback data and the benchmark playback content.

[0101] In one embodiment, the milking feedback data in the second determination subunit includes at least one of the following types of data: Adjustment of operating parameters resulting from user adjustment of the breast pump; Rating data provided by users after the breast pump is operated using baseline operating parameters corresponding to the lactation stage.

[0102] In one embodiment, the playback feedback data in the first determination subunit includes at least one of the following types of data: Playback content adjustment data generated by a user adjusting content played by a playback device; The rating data provided by the user after the playback device plays the benchmark playback content corresponding to the lactation test data.

[0103] The lactation control device provided in the present application adopts the lactation control method in the above-mentioned embodiment. Compared with the prior art, the beneficial effects of the lactation control device provided in the present application are the same as the beneficial effects of the lactation control method provided in the above-mentioned embodiment, and the other technical features in the lactation control device are the same as the features disclosed in the above-mentioned embodiment method, which will not be repeated here.

[0104] This application also provides a breast pump. Figure 5 , Figure 5 The breast pump 1 provided in the embodiment of the present application is provided with a milk quantity detection module 12 for detecting the amount of milk produced. The breast pump 1 communicates with a playback device and further includes a host 11 including a microprocessor for executing the lactation control method of the embodiment described above.

[0105] The breast pump provided in the present application adopts the lactation control method in the above-mentioned embodiment. Compared with the prior art, the beneficial effects of the breast pump provided in the present application are the same as the beneficial effects of the lactation control method provided in the above-mentioned embodiment, and the other technical features of the lactation control device are the same as the features disclosed in the above-mentioned embodiment method, which will not be repeated here.

[0106] The present application provides a control terminal that communicates with a playback device, and the control terminal includes at least one processor; and a memory that is communicatively connected to the at least one processor; wherein the memory stores instructions that can be executed by the at least one processor, and the instructions are executed by the at least one processor so that the at least one processor can execute the lactation control method in the above embodiment.

[0107] Reference below Figure 6 , which shows a schematic diagram of the structure of a control terminal suitable for implementing the embodiments of the present application. The control terminal in the embodiments of the present application may include, but is not limited to, mobile terminals such as mobile phones, laptop computers, digital broadcast receivers, PDAs (Personal Digital Assistants), PADs (Portable Application Descriptions), PMPs (Portable Media Players), in-vehicle terminals (such as in-vehicle navigation terminals), and fixed terminals such as digital TVs and desktop computers. Figure 6 The control terminal shown is merely an example and should not limit the functions and scope of use of the embodiments of the present application.

[0108] like Figure 6As shown, the control terminal may include a processing device 1001 (e.g., a central processing unit, a graphics processing unit, etc.), which can perform various appropriate actions and processes based on programs stored in a read-only memory (ROM) 1002 or programs loaded from a storage device 1003 into a random access memory (RAM) 1004. RAM 1004 also stores various programs and data required for the control terminal's operation. Processing device 1001, ROM 1002, and RAM 1004 are interconnected via a bus 1005. An input / output (I / O) interface 1006 is also connected to the bus. Typically, the following systems may be connected to I / O interface 1006: input devices 1007, such as a touchscreen, touchpad, keyboard, mouse, image sensor, microphone, accelerometer, gyroscope, etc.; output devices 1008, such as a liquid crystal display (LCD), speaker, vibrator, etc.; storage device 1003, such as a magnetic tape or hard disk; and communication device 1009. The communication device 1009 can allow the control terminal to communicate with other devices wirelessly or wired to exchange data. Although the figure shows a control terminal with various systems, it should be understood that it is not required to implement or have all the systems shown. More or fewer systems can be implemented or provided instead.

[0109] In particular, according to the embodiments disclosed in the present application, the processes described above with reference to the flowcharts can be implemented as computer software programs. For example, the embodiments disclosed in the present application include a computer program product comprising a computer program carried on a computer-readable medium, the computer program comprising program code for executing the method shown in the flowchart. In such an embodiment, the computer program can be downloaded and installed from a network via a communication device, or installed from a storage device 1003, or installed from a ROM 1002. When the computer program is executed by the processing device 1001, the above-mentioned functions defined in the method of the embodiment disclosed in the present application are executed.

[0110] The control terminal provided in the present application adopts the lactation control method in the above-mentioned embodiment. Compared with the prior art, the beneficial effects of the control terminal provided in the present application are the same as the beneficial effects of the lactation control method provided in the above-mentioned embodiment, and the other technical features in the control terminal are the same as the features disclosed in the method of the previous embodiment, which will not be repeated here.

[0111] It should be understood that the various parts disclosed in this application can be implemented using hardware, software, firmware, or a combination thereof. In the description of the above embodiments, specific features, structures, materials, or characteristics can be combined in any one or more embodiments or examples in a suitable manner.

[0112] The above description is merely a specific embodiment of the present application, but the scope of protection of the present application is not limited thereto. Any changes or substitutions that can be easily conceived by a person skilled in the art within the technical scope disclosed in this application should be included in the scope of protection of this application. Therefore, the scope of protection of this application should be based on the scope of protection of the claims.

[0113] The present application provides a computer-readable storage medium having computer-readable program instructions (ie, a computer program) stored thereon, wherein the computer-readable program instructions are used to execute the lactation control method in the above-mentioned embodiment.

[0114] The computer-readable storage medium provided herein may be, for example, a USB flash drive, but is not limited to electrical, magnetic, optical, electromagnetic, infrared, or semiconductor systems, systems, or devices, or any combination thereof. More specific examples of computer-readable storage media may include, but are not limited to, an electrical connection having one or more wires, a portable computer disk, a hard disk, random access memory (RAM), read-only memory (ROM), erasable programmable read-only memory (EPROM or flash memory), optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination thereof. In this embodiment, the computer-readable storage medium may be any tangible medium that contains or stores a program that can be used by or in conjunction with an instruction execution system, system, or device. The program code contained on the computer-readable storage medium may be transmitted using any suitable medium, including, but not limited to, wires, optical cables, RF (Radio Frequency), etc., or any suitable combination thereof.

[0115] The computer-readable storage medium may be included in the control terminal, or may exist independently without being assembled into the control terminal.

[0116] Computer program code for performing the operations of the present application may be written in one or more programming languages, or a combination thereof, including object-oriented programming languages ​​such as Java, Smalltalk, C++, and conventional procedural programming languages ​​such as "C" or similar programming languages. The program code may be executed entirely on the user's computer, partially on the user's computer, as a stand-alone software package, partially on the user's computer and partially on a remote computer, or entirely on a remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer via any type of network, including a local area network (LAN) or a wide area network (WAN), or may be connected to an external computer (e.g., via the Internet using an Internet service provider).

[0117] The flow charts and block diagrams in the accompanying drawings illustrate the possible architecture, functions and operations of the systems, methods and computer program products according to various embodiments of the present application. In this regard, each box in the flow chart or block diagram can represent a module, program segment or a part of code, and the module, program segment or a part of code contains one or more executable instructions for realizing the specified logical function. It should also be noted that in some alternative implementations, the functions marked in the box can also occur in a different order than that marked in the accompanying drawings. For example, two boxes represented in succession can actually be executed substantially in parallel, and they can sometimes be executed in the opposite order, depending on the functions involved. It should also be noted that each box in the block diagram and / or flow chart, and the combination of the boxes in the block diagram and / or flow chart can be implemented by a dedicated hardware-based system that performs the specified function or operation, or can be implemented by a combination of dedicated hardware and computer instructions.

[0118] The modules described in the embodiments of the present application may be implemented in software or hardware, wherein the name of a module does not necessarily limit the unit itself.

[0119] The readable storage medium provided in the present application is a computer-readable storage medium, which stores computer-readable program instructions (i.e., computer program) for executing the above-mentioned lactation control method. Compared with the prior art, the beneficial effects of the computer-readable storage medium provided in the present application are the same as the beneficial effects of the lactation control method provided in the above-mentioned embodiment, and will not be repeated here.

[0120] The present application also provides a computer program product, comprising a computer program, which implements the steps of the lactation control method provided in the above embodiment when executed by a processor.

[0121] Compared with the prior art, the beneficial effects of the computer program product provided in this application are the same as the beneficial effects of the lactation control method provided in the above embodiment, and will not be described in detail here.

[0122] The present application also provides a lactation control system, comprising a breast pump, a control terminal and a playback device; the playback device communicates with the breast pump or the control terminal, or the playback device is integrated into the breast pump or the control terminal; The control terminal or the breast pump is used to execute the steps of the lactation control method provided in the above embodiment.

[0123] The above description is only part of the embodiments of the present application and does not limit the patent scope of the present application. All equivalent structural transformations made by using the contents of the present application specification and drawings under the technical concept of the present application, or direct / indirect application in other related technical fields are included in the patent protection scope of the present application.

Claims

1. A method for controlling lactation, characterized in that: The method comprises: Obtain the user's lactation test data; Based on the lactation detection data, the playback content of the playback device is adjusted.

2. The lactation control method according to claim 1, wherein The method further comprises: Based on the lactation detection data, operating parameters of the breast pump are adjusted.

3. The lactation control method according to claim 1 or 2, wherein: The lactation detection data includes at least one of milk production and milk letdown detection data.

4. The lactation control method according to claim 3, wherein: The lactation amount is determined by the following steps: Get the milk production through the milk production detection module; The milk letdown detection data is determined by the following steps: Whether milk letdown occurs is determined based on the rate of change of milk production within a preset time period or the injection pressure detected by the pressure sensor, and milk letdown detection data is generated according to the determination result.

5. The lactation control method according to claim 1, wherein The playback device includes at least one of an augmented reality device, a television terminal, a mobile phone, a tablet computer, a watch, a display, and headphones.

6. The lactation control method according to claim 1, wherein The adjusting the playback content of the playback device based on the lactation detection data includes: determining the current lactation stage of the user according to the lactation detection data; The playback content of the playback device is adjusted according to the lactation stage.

7. The lactation control method according to claim 6, wherein: The adjusting the playback content of the playback device according to the lactation stage includes: determining target playback content according to the lactation stage; A second adjustment instruction is sent to the playback device based on the target playback content to control the playback device to play the target playback content.

8. The lactation control method according to claim 7, wherein: The lactation stage includes at least a milk let-down stage and a non-milk let-down stage, and determining the target playback content according to the lactation stage includes: When the lactation stage is the milk letdown stage, the target playback content is determined to be playback content related to increasing milk secretion; When the lactation stage is a non-milk letdown stage, the target playback content is determined to be playback content related to promoting milk secretion.

9. The lactation control method according to claim 7, wherein: The step of determining target playback content according to the lactation stage includes: determining a baseline playback content based on the lactation stage; Obtaining historical playback data of the playback device; Target playback content is determined based on the historical playback data and the reference playback content.

10. The lactation control method according to claim 9, wherein The determining target playback content based on the historical playback data and the reference playback content includes: extracting target historical playback feedback data corresponding to the lactation stage from the historical playback data, the historical playback data including playback feedback data generated by the user when the playback device plays the reference playback content corresponding to the lactation stage in each historical playback task; The target playback content is determined based on the target historical playback feedback data and the reference playback content.

11. The lactation control method according to claim 10, wherein: The playback feedback data includes at least one of the following types of data: Playback content adjustment data generated by a user adjusting content played by the playback device; The rating data fed back by the user after the playback device plays the benchmark playback content corresponding to the lactation detection data.

12. The lactation control method according to claim 2, wherein: The adjusting the operating parameters of the breast pump based on the lactation detection data includes: determining the current lactation stage of the user according to the lactation detection data; The operating parameters of the breast pump are adjusted according to the lactation stage.

13. The lactation control method according to claim 12, wherein: The adjusting the working parameters of the breast pump according to the lactation stage includes: determining target operating parameters according to the lactation stage; A first adjustment instruction is sent to the breast pump based on the target operating parameter to control the breast pump to operate with the target operating parameter.

14. The lactation control method according to claim 13, wherein: Determining the target operating parameters according to the lactation stage includes: When the lactation stage is the milk let stage, the target operating parameter is determined to be the operating parameter corresponding to the milk suction mode; When the lactation stage is a non-milking stage, the target operating parameters are determined to be operating parameters corresponding to the frequency conversion mode or the lactation mode.

15. The lactation control method according to claim 13, wherein Determining the target operating parameters according to the lactation stage includes: determining baseline operating parameters based on the lactation stage; Acquiring historical operating data of the breast pump; The target operating parameter is determined based on the historical operating data and the baseline operating parameter.

16. The lactation control method according to claim 15, wherein: The determining of the target operating parameter based on the historical operating data and the benchmark operating parameter includes: extracting target historical milk suction feedback data corresponding to the lactation stage from the historical operating data, the historical operating data including milk suction feedback data generated by the user when the breast pump operates with corresponding benchmark operating parameters in each historical lactation stage; The benchmark operating parameters are adjusted based on the target historical milk sucking feedback data to obtain the target operating parameters.

17. The lactation control method according to claim 16, wherein: The breast pumping feedback data includes at least one of the following types of data: Adjustment of operating parameters generated by user adjustment of the breast pump; Rating data fed back by a user after the breast pump operates using the benchmark operating parameters corresponding to the lactation stage.

18. A lactation control device, characterized in that: include: The acquisition module is used to obtain the user's lactation test data; The adjustment module is used to adjust the playback content of the playback device based on the lactation detection data.

19. A control terminal, characterized in that: The control terminal includes a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the computer program is configured to implement the steps of the lactation control method according to any one of claims 1 to 17.

20. A breast pump, characterized in that: The breast pump comprises a host, the host comprises a microprocessor, and the microprocessor is configured to execute the steps of the breast pump control method according to any one of claims 1 to 17.

21. A lactation control system, characterized in that: The device comprises a breast pump, a control terminal and a playback device; the playback device communicates with the breast pump or the control terminal, or the playback device is integrated into the breast pump or the control terminal; The control terminal or the breast pump is configured to execute the steps of the lactation control method according to any one of claims 1 to 17.

22. A storage medium, characterized in that The storage medium is a computer-readable storage medium, and a computer program is stored on the storage medium. When the computer program is executed by a processor, the steps of the lactation control method according to any one of claims 1 to 17 are implemented.

23. A computer program product, characterized in that The computer program product comprises a computer program, which, when executed by a processor, implements the steps of the lactation control method according to any one of claims 1 to 17.

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