TWI755301B - Smart milking system - Google Patents

Abstract

The present invention relates to a smart milking system, comprising a milking device terminal, a server module and a user feedback system. The milking device terminal is used to provide a milking information. The server module has a processing center, a database service center, and a message system. The processing center organizes and files the milking information provided by the milking device terminal, and the database service center is used to collect the milking information after the file is created. milk information, and the information system will compile and file the milking information into a user information. The user feedback system sends user information to at least one user according to a preset setting.

Description

Smart milking system

The present invention relates to a milking system, in detail, a smart milking system.

Families in today's society are mostly dual-income families. However, in terms of childcare, only mothers can provide breast milk to their babies. In today's social environment, due to the long working hours and short rest periods in the workplace, and in outdoor public environments or public transportation, it is more and more difficult for mothers to find a place and time to breastfeed or express milk, which also affects the effectiveness of childcare. and mother's psychological and physical state.

In response to the above situation, breast expressing machines (also known as breast pumps) have appeared on the market to assist mothers in expressing milk in their daily life. However, users of traditional breast milking machines do not know how to operate them just by seeing them, and video tutorials are needed to assist mothers in using them. In addition, breast milking machines require mothers to have their own independent space to operate them, so it is not suitable for mothers to use them in many occasions. For the online community part, it can only discuss hardware such as baby care equipment, and the usage data of baby care equipment itself cannot be returned to mothers. Especially in the era of popular smartphones, baby care products do not integrate information. It is a pity to help my mother with the fundamentals.

The various problems of current breast milking machines and baby care equipment are as follows:

1. The milking time and upper limit, the mother must pay attention to it personally, otherwise it will not be known.

2. Nursing equipment is mostly used by mothers, and family members or fathers do not know about it during use. If there is an emergency, there are certain risks and dangers.

3. The milking machine has different modes for different mothers. The existing milking machine cannot match the setting of the mother's preference.

4. The milking machine only corresponds to the milking behavior itself, but the surrounding environment will also affect the physical and mental state of the mother, which in turn affects the quality of breast milk. The existing equipment cannot handle this problem.

In view of this, how to provide a smart milking system that can assist mothers in their daily milking behavior and needs, and monitor the milk volume status of the milking machine, the mother's maternal status, and remind the baby of precautions through the smart solution , so that mothers and fathers can get assistant-like assistance in the process of parenting, and can complete the parenting in an easier way, and at the same time obtain more information on the current situation of mothers, thereby increasing the close relationship between parents and children, which is an urgent solution in the industry. the problem.

In order to solve the above-mentioned shortcomings of the prior art, the main purpose of the present invention is to provide a smart milking system, which includes a milking device terminal, a server module and a user feedback system. The milking device terminal is used to provide a milking information. The server module has a processing center, a database service center, and a message system; the processing center organizes and archives the milking information provided by the milking device terminal, and the database service center is used to collect the archived milking information. milk information, and the information system will compile and file the milking information into a user information. The user feedback system sends user information to at least one user according to a preset setting.

In order to achieve the above purpose, the milking device terminal of the smart milking system of the present invention includes but is not limited to a heart rate sensor module, a blood oxygen module, a pressure sensing module, a temperature and humidity sensing module, Respiratory frequency module, gyroscope, acceleration sensor module, so that the milking device terminal can be used for data collection, and return including but not limited to heart rhythm status, blood oxygen data, pressure status, temperature and humidity data, breathing rate, posture Information on status, milk volume, milking time, milking schedule, milking frequency, maternal temperature, breastmilk temperature, time after expressing breastmilk.

In order to achieve the above purpose, the processing center of the server module of the present invention includes, but is not limited to, a terminal data input processing center. The processing center is used to process data and data from different sources, and cooperate with the database service center to classify, Complete data labeling.

To achieve the above purpose, the database service center of the server module of the present invention includes, but is not limited to, a parenting data database and a user personal data database.

In order to achieve the above purpose, the baby care data database of the smart milking system of the present invention is a combination of baby care data in the database service center, including but not limited to breastfeeding frequency, breast milk quality standard, daily breastfeeding upper limit, User personal data database is a combination of personal data of users in the database service center, including but not limited to baby age and body shape, mother age and body shape, baby preferences, and maternal monitoring data.

In order to achieve the above-mentioned purpose, the information system of the server module of the present invention includes but is not limited to a user feedback message production module and a user feedback message data collection module, so as to provide a message for the information required by the user. Build behavior.

To achieve the above purpose, the user feedback system of the smart milking system of the present invention includes a message feedback option module, a message push setting module and a feedback effect collection module.

In order to achieve the above-mentioned purpose, the message feedback option module of the smart milking system of the present invention configures the push broadcast mode for a feedback message, which may include but not limited to sound notification, vibration notification, e-mail notification, and chatbot notification.

In order to achieve the above-mentioned purpose, the message push setting module of the smart milking system of the present invention performs push broadcast target platform setting, push broadcast method setting and confirmation sending for feedback messages. The basis of the message push setting module includes but not limited to push Date and time, frequency, object, push broadcast target platform setting, push broadcast method setting include but not limited to smart milking system user platform notification, chat room, electronic mail, user device sound notification, vibration notification.

In order to achieve the above purpose, the feedback effect collection module of the smart milking system of the present invention conducts an analysis on the effect of the feedback information, and the analysis includes but is not limited to the success rate of notifying users, notifying users of adoption rate, and user private messages. Give back.

Through this system, it will be able to assist mothers in their daily milking behaviors and needs, and through intelligent solutions, monitor the milk volume status of the milking machine, the mother's maternal state, and remind the baby of precautions, so that mothers and fathers can be in the process of raising babies. You can get assistance like an assistant, and you can complete the childcare in an easier way, and at the same time get more information on the mother's current situation, thereby increasing the close relationship between the parent and child.

100: Smart Milking System

200: Milking unit terminal

210: Milking Information

300: Server Module

310: Processing Center

312: Terminal data input processing center

320:Database Service Center

322: Parenting Data Database

324: User Personal Data Database

330: Information System

332: User feedback message production module

334: User Feedback Data Collection Module

400: User Feedback System

410: Message Feedback Options Module

420: Message push setting module

430: Feedback Results Collection Module

500: User

FIG. 1 is a structural diagram of a module of the smart milking system of the present invention; and FIG. 2 is a structural diagram of a module of a user feedback system of the smart milking system of the present invention.

Hereinafter, the present invention will be described in detail below in the form of an embodiment in conjunction with the accompanying drawings. The main purpose of the drawings used in the text is only for illustration and auxiliary description, not necessarily after the implementation of the present invention. Therefore, the scope of the invention should not be limited to the actual implementation of the patented scope of the present invention based on the proportion and configuration of the attached drawings.

As shown in FIGS. 1 and 2 , a smart milking system 100 of the present invention includes a milking device terminal 200 , a server module 300 and a user feedback system 400 . The milking apparatus terminal 200 is used for providing a milking information 210 . The server module 300 has a processing center 310, a database service center 320 and a message system 330; the processing center 310 organizes and files the milking information 210 provided by the milking device terminal 200, and the database service center 320 It is used for compiling the archived milking information 210, and the information system 330 makes the archived milking information 210 into a user information. The user feedback system 400 sends user information to at least one user 500 according to a preset setting.

Specifically, the milking device terminal 200 of the smart milking system 100 of the present invention refers to the information providing terminal input to the processing center 310 in the server module 300 , which serves as the original data source for the production of user feedback information. The milking device terminal 200 includes, but is not limited to, a heart rate sensor module, a blood oxygen module, a pressure sensor module, a temperature and humidity sensor module, a breathing frequency module, a gyroscope, an acceleration sensor module and other sensors. The measurement module enables the milking device terminal 200 to be used for data collection, and returns information including but not limited to heart rate status, blood oxygen data, pressure status, temperature and humidity data, respiratory rate, posture status, breast milk volume, milking time, milking Information on data such as milk time course, milking frequency, maternal temperature, breast milk temperature, time after expressing breast milk, etc., is used as a data source for user 500 and system data analysis.

The processing center 310 refers to the data sorting and filing operation for the input data source. The processing center 310 processes data and data from different sources through including but not limited to the terminal data input processing center 312, and cooperates with the database service center 320 for classification. Data labelling. The clean data source import database completed by the processing center 310 The service center 320 provides access to subsequent system services, and establishes data sources including but not limited to user rights classification, authorization, modification and other rights settings, and classifies data sources to improve data security for sensitive users.

The terminal data input processing center 312 refers to the data source input to the milking device terminal 200, and performs data processing and classification on the data source. Its process includes but is not limited to data debugging, user data classification, milking machine data classification, error message elimination operations, etc. After the processing is completed, the clean data source is imported into the database service center 320 for data classification management and storage.

The database service center 320 refers to the data flow from the milking device terminal 200 to the processing center 310, the data flow from the milking device terminal 200 to the processing center 310, and the user The data flow of the feedback system 400 is integrated into the database service center 320, including but not limited to a parenting data database 322, a user personal data database 324, etc., thereby performing data exchange and access.

The parenting data database 322 refers to a combination of parenting data in the database service center 320 . The nursery data database 322 includes, but is not limited to, breastfeeding frequency, breast milk quality standards, daily breastfeeding upper limit, etc. It can be used as a basic parameter model of a user feedback message creation module 332 of the information system 330 for use.

The user personal data database 324 refers to the personal data combination of the user (mother, baby) in the database service center 320. The user personal data database 324 includes but is not limited to the age and size of the baby, the age and size of the mother, the preferences of the baby, Maternal monitoring data, etc., to provide the information system 330 to establish a personal data model of the user feedback message production module 332 .

The message system 330 refers to the childcare assistance required by the user 500 , and the message system 330 is established to remind the user 500 to notify the user 500 of childcare or his own physical state. The message system 330 includes, but is not limited to, the user feedback message creation module 332, a user feedback message data collection module 334, and the like, A message creation action is performed for the information required by the user 500 . An example of the operation of the information system 330 is described as follows: the information system 330 reminds the user 500 (mother) to breastfeed the baby through the daily breastfeeding frequency of the childcare data database 322 , and extracts the breastfeeding status of the user today from the user personal data database 324 , setting the way, breastfeeding time, reminder frequency, etc. of the message system 330 to remind the user 500, and sending a request to the user feedback system 400 to complete the message push to assist the user 500 to complete breastfeeding. After the user feedback system 400 is completed, the feedback and usage data are processed by the information system 330 and sent back to the database service center 320 for model building, which is used as the basis data for the subsequent model training of the information system 330 .

The user feedback message creation module 332 refers to the module for the message system 330 to create the user 500 (mother) message push content. The content of the message includes but is not limited to breastfeeding frequency and time, mother status data, milk volume information of the milking machine, relaxing music for milking, suggestions on milking mode, etc. Various message content is created based on user data.

The user feedback information data collection module 334 refers to data collection, data sorting and analysis according to the information effect of the user feedback system 400, and establishment of a information effect model for the next information push. The data content includes but is not limited to the rate of message reception, the rate of message effectiveness, the feedback of user (mother, father, family) message adoption, the evaluation of homogeneous messages, the evaluation of individual messages, the adoption rate of system-recommended messages, the adoption rate of user-defined messages, etc., age and body shape, baby preferences, maternal monitoring data, etc., and feed back to the database service center 320 for model correction.

Please continue to refer to FIG. 2 , the user feedback system 400 includes a message feedback option module 410 , a message push setting module 420 and a feedback effect collection module 430 .

The message feedback option module 410 refers to the setting of the push broadcast method for the user feedback message, which may include but not limited to sound notification, vibration notification, electronic letter notification, chat machine Person notification, etc., according to the original message content, the system selects the singular or plural feedback method to enter the message push setting module 420 to prepare for push.

The message push setting module 420 refers to the target platform, method setting and confirming sending of the feedback message. The message push setting module 420 can be based on, but not limited to, the push date and time, frequency, object, etc., and the method of the target platform. Including but not limited to the system user platform notification, chat room, electronic mail, user device sound notification, vibration notification, etc., the message push setting module 420 can complete the push after the setting is completed.

The feedback effect collection module 430 refers to the effect analysis of the feedback information, and collects performance data and user suggestions. The feedback effect collection module 430 collects information including but not limited to the success rate of notification users, the notification user adoption rate, the feedback content of users' private messages, etc. It is sent back to the message system 330 in the server module 300 for message model correction and optimization.

In addition to the above modules, the smart milking system 100 of the present invention can further have the following extended applications:

1. Online doctors recommend mutual aid rooms

This service can assist users to provide online advice and feedback, including but not limited to breastfeeding, baby care, physical status, characteristics, precautions, etc., through qualified doctors, as a medium for baby care, health insurance, and mother knowledge transmission.

2. Auxiliary information system for mother status

Collect and feedback the milking data for the user (mother) status. The system can detect the user (mother) through sensors and systems through multiple terminals including but not limited to breast milking machines, wearable devices, user mobile phones, user self-reporting, etc. status, and enabling it through the user feedback system 400 can assist the user 500 system functions (for example: the system detects that the user's milk volume is relatively thick today, which may be the user's breast blockage, and the system can activate the milking machine to stimulate the lactation mode).

3. Parenting teaching and information platform

For objects including but not limited to baby mothers and their families, pregnant women, etc., the system provides an online baby care teaching and information platform. The user can provide parenting reminders and notifications through the user feedback system 400 . The parenting information and feedback system can provide expert advice on handling methods for user parenting through categories including but not limited to periodic data feedback. The platform provides a special teaching area, including but not limited to online and offline teaching methods, so that mothers can have a more direct channel and easily and quickly learn the skills needed to become mothers. The game zone can allow users to strengthen the operation methods of important links in the parenting process through level-based interactive links, and provide a reward mechanism (for example, if the level is cleared, it will provide suggestions for improving the current status of parenting data).

4. Analysis of the effect of milk quantity on the nutritional status of diet to achieve a balance between milk quantity supply and demand

This system can calculate the amount of milk that can be obtained by the user's current diet through but not limited to the terminal device (milk pump), the module sensor of the user's wearable device, or the diet filling scale through the platform. And provide users with dietary improvement suggestions in stages, so that users can balance the supply and demand of milk provided by the baby.

The smart milking system 100 of the present invention can further have the following additional functions:

1. Milk volume record and reminder

The system can use the user feedback system 400 according to the breastfeeding frequency and time collected from the user, and according to the milk volume sensor in the breast pump, when the milk volume reaches a certain ratio of the maximum milk volume collected by the breast collector, it can be used for left and right or double breastfeeding. The breast pump alerts the user to milk volume so that the breast pump can be removed to complete the collection of breast milk. The reminder function can be customized by users based on, but not limited to, user preferences, user lifestyles, etc. Reminder time (for example: remind the user when the milk volume of the milking machine reaches 50%, 75%, 90%), and can include but not limited to device sound notification, vibration notification, notification permission family, etc., so that users do not need to worry about milk Excessive leakage.

2. Breastfeeding time reminder and establishment of breastfeeding time model

The establishment of the system is based on the aforementioned milk volume records and reminders, and based on the relevant data, the system recommends the user to include but not limited to the milk collection frequency, collection time, best shelf life of breast milk, user preferences, user lifestyle, etc. Breastfeeding time, and remind the user through the user feedback system 400 and collect data on the suitability of breastfeeding time, establish a user's personal breastfeeding time model, and serve as a breastfeeding time reminder assistant.

3. The mother expresses milk and establishes a breastfeeding environment

The system can start the establishment of a suitable milking and breastfeeding environment during the user's milking and breastfeeding. Since the mother’s mood in the milking state will affect the quality of breast milk, this system is intended to reduce the mother’s stress state, enhance the sense of pleasure, and create a more comfortable environment around the user’s own device (for example: the system can be used for breastfeeding After the time reminder is completed, the user is notified that the background music can be turned on, and the user's device (including but not limited to the sound system, screen, etc., can broadcast the background music and natural environment pictures suitable for the breastfeeding environment) to assist the mother to complete the milking and breastfeeding.

4. Family Parenting Chat Room

The system provides the chat room function on the client platform, and allows users to customize the authorized users of the chat room (for example, mothers can create a "breastfeeding reminder" chat room in the system, and can remind both the father and the assistant of the system's breastfeeding time. It also joins the chat room, and the breastfeeding time reminder assistant will make a breastfeeding reminder in the chat room, and both mother and father can receive the chat room notification and then complete the breastfeeding action) to assist users in individual matters and purposes, assist families in childcare and Share parenting process information.

5. Customization function of milking frequency

The system can provide a custom interface for milking frequency directly through the user terminal device platform. The modes can include but are not limited to preset frequencies such as milk collection mode, short mode, production mode, etc., or completely user-defined frequencies. As a preset frequency module, it is convenient for users to quickly select the milking frequency in different states to complete breast milk. collect.

Since the traditional breast pump device requires the user (mother) to pay attention to whether the milk volume exceeds the capacity limit of the breast pump, it is often found only after leakage, which causes the user to be troubled. The smart milking system 100 of the present invention not only has a larger capacity design of the milking machine itself, but also integrates system services. Users can use multiple channels (including but not limited to user device voice and vibration prompts) to prevent the milk volume from exceeding milking. the upper limit of the capacity of the device.

In addition, in the traditional breast pumping device, if the mother is inexperienced and has never used a breast pump, there is no way to complete the assembly of the breast pump without using the instruction manual or video teaching. The smart milking system 100 of the present invention integrates the platform interface, the user can watch the operation teaching directly through the interface, and at the same time, the user feedback system 400 directly solves the direct communication of the operation of the milking machine and the precautions for the user online. This can help mothers to quickly and painlessly complete the assembly of the breast pump at the time when the milk is urgently needed.

Furthermore, in the conventional breast pumping device, only a preset milking frequency can be provided to the user, and the preset milking frequency is fixed and cannot be added or canceled. The smart milking system 100 of the present invention can suggest a suitable frequency for the user through the analysis of the actions of individual users, and at the same time through the preset milking frequency of the system, or allow the user to set the most suitable milking frequency through the self-defining function of the milking frequency. frequency. The smart milking system 100 of the present invention can also update the established milking frequency for the user's reference according to the usage data of the milking frequency. The user can directly use the new frequency to express milk to achieve the data modeling of the milking frequency.

In conclusion, through the smart milking system 100 of the present invention, it will be able to assist the mother's milking behavior and needs in daily life, and through the intelligent solution, monitor the milk volume status of the milking machine, the mother's maternal status, and remind the baby Matters needing attention, so that mothers and fathers can get assistant-like assistance in the process of parenting, and can complete the parenting in an easier way, and at the same time obtain more information on the current situation of mothers, thereby increasing the close relationship between parents and children.

The above-mentioned embodiments are only to illustrate the technical ideas and characteristics of the present invention, and the purpose is to enable those who are familiar with the art to understand the content of the present invention and implement it accordingly. It should not be used to limit the patent scope of the present invention. That is, all equivalent changes or modifications made according to the spirit disclosed in the present invention should still be covered within the patent scope of the present invention.

100: Smart Milking System

200: Milking unit terminal

210: Milking Information

300: Server Module

310: Processing Center

312: Terminal data input processing center

320:Database Service Center

322: Parenting Data Database

324: User Personal Data Database

330: Information System

332: User feedback message production module

334: User Feedback Data Collection Module

400: User Feedback System

500: User

Claims (6)

An intelligent milking system, comprising: a milking device terminal for providing milking information; a server module having a processing center, a database service center and a message system, the processing center is used for the milking The data of the milking information provided by the device terminal is organized and archived, the database service center is used to compile the archived milking information, and the information system makes the archived milking information as a user information; and a user feedback system, which sends the user information to at least one user according to a default setting; the database service center of the server module includes but is not limited to a parenting data database, a user personal Data database, which is characterized in that the baby care data database is a combination of baby care data in the database service center, including but not limited to breastfeeding frequency, breast milk quality standards, daily breastfeeding limit, the user's personal data database It is the personal data combination of the user in the database service center, which includes but is not limited to the age and size of the baby, the age and size of the mother, the preferences of the baby, and the monitoring data of the mother. An intelligent milking system, comprising: a milking device terminal for providing milking information; a server module having a processing center, a database service center and a message system, the processing center is used for the milking The data of the milking information provided by the device terminal is organized and archived, the database service center is used to compile the archived milking information, and the information system makes the archived milking information as a user information; and a user feedback system that sends the user information to at least one user according to a default setting, wherein the information system of the server module includes but is not limited to a user feedback information production module , a user feedback message data collection module to perform a message creation action for the information required by the user. An intelligent milking system, comprising: a milking device terminal for providing milking information; a server module with a processing center, a database service center and a message system, the The processing center organizes and archives the milking information provided by the milking device terminal, and the database service center is used to organize the archived milking information, and the information system will organize the archived milking information. The milk information is made into user information; and a user feedback system sends the user information to at least one user according to a preset setting, wherein the user feedback system includes a message feedback option module and a message push setting module. group and a feedback effect collection module. The smart milking system according to claim 3, wherein the message feedback option module sets a push broadcast mode for a feedback message, which may include but not limited to sound notification, vibration notification, electronic letter notification, and chatbot notification. The smart milking system according to claim 4, wherein the message push setting module performs push broadcast target platform setting, push broadcast method setting and confirmation sending for the feedback message, and the message push setting module is based on including but not limited to push Date and time, frequency, object, push broadcast target platform setting, push broadcast method setting include but not limited to smart milking system user platform notification, chat room, electronic mail, user device sound notification, vibration notification. The smart milking system according to claim 5, wherein the feedback effect collection module performs an analysis on the effect of the feedback message, and the analysis includes but is not limited to notification success rate, notification user adoption rate, user private message feedback .

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