CN110403784A - Internet of Things kangaroo nursing formula is nursed a baby system and application method - Google Patents
Internet of Things kangaroo nursing formula is nursed a baby system and application method Download PDFInfo
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- CN110403784A CN110403784A CN201910621628.6A CN201910621628A CN110403784A CN 110403784 A CN110403784 A CN 110403784A CN 201910621628 A CN201910621628 A CN 201910621628A CN 110403784 A CN110403784 A CN 110403784A
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61F—FILTERS IMPLANTABLE INTO BLOOD VESSELS; PROSTHESES; DEVICES PROVIDING PATENCY TO, OR PREVENTING COLLAPSING OF, TUBULAR STRUCTURES OF THE BODY, e.g. STENTS; ORTHOPAEDIC, NURSING OR CONTRACEPTIVE DEVICES; FOMENTATION; TREATMENT OR PROTECTION OF EYES OR EARS; BANDAGES, DRESSINGS OR ABSORBENT PADS; FIRST-AID KITS
- A61F5/00—Orthopaedic methods or devices for non-surgical treatment of bones or joints; Nursing devices; Anti-rape devices
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61G—TRANSPORT, PERSONAL CONVEYANCES, OR ACCOMMODATION SPECIALLY ADAPTED FOR PATIENTS OR DISABLED PERSONS; OPERATING TABLES OR CHAIRS; CHAIRS FOR DENTISTRY; FUNERAL DEVICES
- A61G11/00—Baby-incubators; Couveuses
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- Pregnancy & Childbirth (AREA)
- Orthopedic Medicine & Surgery (AREA)
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Abstract
The invention discloses a kind of Internet of Things kangaroo nursing formulas to nurse a baby system and application method, and 24 hours continual kangaroos can be provided for premature and are nursed, help premature's faster rehabilitation.In incubator, fixed pillow can allow premature to keep a suitable sleeping position and provide support sense.During kangaroo nursing, system can record the palmic rate of lower mother, and blanket can absorb the smell of mother.When baby is put back into incubator, he can continue the heartbeat for hearing mother and the smell for smelling mother.Data are established based on Internet of Things to upload, management, train and apply closed loop.It is by equipment end, Border Gateway and cloud application composition.Equipment end is responsible for the acquisition of heartbeat, and data upload and the execution of heartbeat modeling.The data that Border Gateway is responsible for tabulating equipment upload to cloud record, and accept the heartbeat modeling model that cloud issues and be updated to distinct device.Cloud application is responsible for collecting data, analyzes data and forms corresponding data-action model.
Description
Technical field
The present invention relates to a kind of Internet of Things kangaroo nursing formulas to nurse a baby system and application method, can provide for premature 24 hours
Continual kangaroo nursing, helps premature's faster rehabilitation.
Background technique
Before discharge, premature needs a stable environment restoration normal.But they are also required to embracing for mother,
Because mother love can greatly speed up the brain development of baby, when mother is together with baby, her baby can lie in front, listen attentively to
The heartbeat of mother and the fragrance for smelling mother.This special associated process is referred to as kangaroo nursing.Enhance mother and child
The connection growth that child can be allowed healthier of son, can also accelerate process that they leave hospital (Lahav, 2012；Kommers,
2015) .However, mother can not 24 hours all in hospital with child, and premature can not be chronically exposed to and nurse a baby
Outside case.With the improvement of living condition, phenomenon of abandoning a baby has been gradually decreased.The problem of replacing is how to take care of premature births
, weak baby.There is about 10% newborn to be born before the healthy expected date of childbirth (36 weeks) according to statistics.And has premature
The hospital of nursing condition is seriously deficient.Only have 10 hospitals to have the developed country as Holland at present accordingly to set
Standby, capacity only has 300 to seem very insufficient hereinafter, comparing the babies up to ten thousand being born every year.
The practice experience of literature research and hospital shows often have the premature of direct extremity can be more with parents
Early leaves intensive care unit, and subsequent brain and physical development also can faster keep up with the paces of normal newborn.
Intimate contact with baby is not only advantageous for baby, is also advantageous for reducing the Anxiety of parent.It is early by taking Holland as an example
The parent of newborn baby spontaneous can form group on facebook and share the recovery gains in depth of comprehension of oneself child, and hospital is often gone to carry out
Kangaroo nurses rule and is considered optimal Relaxation Methods by most of parents and nursing staff.
For the segmenting market for premature, there is the product of many big little companies on the market, such as Philip
Snuggle Up, the sleeping position for premature are fixed, and colored incubator for also pacifying parent's mood etc..And it is directed to bag
Mouse nursing, more products are the innovations in sewing so that baby difficultly slips off and guarantees that baby's is warming.For bag
The simulation of mouse nursing, the start-up company BabyBe in the only U.S. that can be found on the net, BabyBe, which are used, meets Medicine standard
Silicagel pad places the movement of several air bag simulation lungs and heart in pad.It is then repeated after premature puts back to incubator
Before the beating of mother recorded, allow baby to feel oneself still in the bosom of mother by vibratory sensation.
Product on the market is greatly both for the single aspect of mother-infant contact, such as kangaroo nursing stage or incubator rank
Section, none unified service of goods.This makes choosing in terms of hospital and parent become extremely difficult.They need to adopt
The product of several companies is purchased to complete this process.
There is the prior art to improve based on the shape of premature's blanket itself at present, but is not bound with electronic system.Together
When other are nursed relevant technical solution and all concentrate in the transformation of incubator to nursing a baby, be not based on nursing a baby for kangaroo nursing
It improves.In addition, the use for nursing Internet of Things of nursing a baby is also mostly based on WIFI, usually power consumption is larger.
Summary of the invention
For overcome the deficiencies in the prior art, the purpose of the present invention is to provide Internet of Things kangaroo nursing formula nurse a baby system and
Application method.
A kind of Internet of Things kangaroo nursing formula is nursed a baby system, nurses auxiliary and simulator including parent-offspring and based on Internet of Things
Management system；
The parent-offspring nurse auxiliary and simulator include cap, heartbeat modeling device, spool fixator, left side bar shaped pillow,
Right bars pillow, pulse transducer, Concave pillow, MCU and communication module, swaddle blanket；
Cap is used to protect the head of premature；
Swaddle blanket is used for winding up premature；
The swaddle blanket that left side bar shaped pillow, right bars pillow are used to support winding up make its be unlikely to reply divide state；
Concave pillow is used to be placed into below the both legs of premature, paves the both legs of premature；
Spool fixator is used to fix perfusion tube and/or sensor tube,
Pulse transducer is used to record the palmic rate of mother,
Heartbeat modeling device is used for simulative heartbeat；
MCU and communication module are uploaded and are received for data；
The management system based on Internet of Things includes that Border Gateway and cloud are applied,
Border Gateway is used to summarize parent-offspring's nursing auxiliary and the data of simulator upload to cloud storage, and accepts cloud and issue
Heartbeat modeling model to parent-offspring nurse auxiliary and simulator be updated；
It applies for collecting data, analyzing data and forming corresponding data-action model in cloud.
The MCU and communication module uses LoRa communication module；The Border Gateway uses LoRa Border Gateway.
Cap, spool fixator, left side bar shaped pillow, right bars pillow, Concave pillow and the swaddle blanket symbol
Close the human factor engineering of the premature in nursing.
A kind of Internet of Things kangaroo nursing formula is nursed a baby systematic difference method, and steps are as follows:
1) in incubator, premature is slept with heart upwardly direction side, and the long cloth in the two sides of swaddle blanket is carried out winding up with solid
Determine sleeping position；
2) after swaddle blanket winding up, gone out with the winding up that bar shaped pillow in left side is tightly attached to swaddle blanket with right bars pillow respectively
Support is provided, to further strengthen its fixed function；
3) Concave pillow 7 is placed at infant's foot subordinate's swaddle blanket, gently paves its foot；
4) when needing to carry out kangaroo nursing, Concave pillow is first removed, then removes left side bar shaped pillow and right bars pillow, with
The velcro of spool fixator, the ring for the medical electric wire perfusion tube with premature will be inserted in being placed in spool fixator are opened afterwards
It is interior, then close velcro, baby is slowly taken out later, when taking-up is tightly wrapped up with swaddle blanket keeps feeling of stress；
5) it when baby being placed in the progress kangaroo nursing of mother front, allows baby to contact with mother's skin first, is then unfolded
The cloth of swaddle blanket, tie up with mother it is fixed, guarantee in the process cap always on baby head, it is fixed after the completion of mother
It lies down, starts to carry out kangaroo nursing；
6) after the completion of step 5, mother starts kangaroo nursing, after waiting 3 minutes mother's heart rate stabilizations, wears pulse for mother
Sensor records the heartbeat of mother and storage, at this point, the taste of mother is absorbed by swaddle blanket 9；
7) after kangaroo nursing process, the cloth for being first released from swaddle blanket is fixed, and premature is carefully then put back into incubator,
Step 1-3 is repeated to fix its sleeping position；
8) it after premature's sleeping position is fixed, opens heartbeat modeling device and is played back according to the vibration that prefabricated model carries out mother's heart rate,
Premature is allowed to feel mother just at one's side；
9) in the process, MCU and communication module can be based on the data of mother's heartbeat LoRa communication and upload to Border Gateway, side
Hoddy close summarize parent-offspring nurse auxiliary and simulator data after to cloud send data；
10) operation application in cloud is responsible for collecting data, analyzes data and forms corresponding data-action model, model timing meeting
It is issued to gateway, parent-offspring is further distributed to and nurses auxiliary and simulator, to carry out the heartbeat modeling of step 8.
Beneficial effects of the present invention:
This set system can enhance premature and the parent-offspring of parent contacts, and allow premature's faster rehabilitation.Hospital can be guaranteed simultaneously
The closed-loop of whole premature parent-offspring's nursing data realizes the collection of medical data, analyzes, application.Use LoRa communication+edge
Gateway architecture can substantially reduce the load of Internet of Things communication, reduce equipment end power consumption, extend equipment and use the time, enhancing is whole
The robustness of data transmission applications.In addition, this framework does not conflict with other existing instantaneity Medical Devices channels, and compatible future
Possible low power consumption data acquisition type equipment, ensure that the availability and scalability of Present Medical system.
Detailed description of the invention
Fig. 1 is a kind of Internet of things system architecture diagram that the present invention uses；
Fig. 2 is the structural schematic diagram that parent-offspring of the present invention nurses auxiliary and simulator (equipment end)；
Wherein, cap 1, heartbeat modeling device 2, spool fixator 3, left side bar shaped pillow 4, bar shaped pillow 5, pulse transducer 6, recessed
Shape pillow 7, MCU and communication module 8, swaddle blanket 9.
Fig. 3 is the use flow diagram at present device end.
Wherein, process S1 is from incubator transfer baby to mother, and process S2 is that mother carries out kangaroo shield to child
Logos records heartbeat and absorbs smell, and process S3 is to fix position with pillow when baby being put back to incubator, and process S4 is baby
It hears the heartbeat of mother again in incubator and smells the smell of mother on blanket.
Fig. 4-1 is the circuit diagram of equipment end.
Fig. 4-2 is the power module of equipment end.
Fig. 5 is the 3D modeling figure of equipment end electronic system.
Specific embodiment
Below in conjunction with the drawings and specific embodiments, the present invention is further elaborated.
System of the invention can be divided into two parts, and a part is that parent-offspring nurses auxiliary and simulator, i.e. parent-offspring nurses
Equipment end, mainly for enhancing kangaroo nursing user experience and can also rebuild when parent can not accompany parent with
The connection of baby.Another part is the management system based on Internet of Things, i.e. Internet of things system end (see attached drawing 1).
Parent-offspring's care appliances end (parent-offspring nurses auxiliary and simulator)
In incubator, fixed pillow can allow premature to keep a suitable sleeping position and provide support sense.From educating
When baby's case is transferred to mother, by maintaining body temperature, spool is fettered, keeps modes, this equipment end such as feeling of stress that can reduce
Feeling of stress of the baby in transfer process and the progress for assisting kangaroo to nurse.This equipment end is also used for baby being fixed on mother's chest
Preceding progress kangaroo nursing.During kangaroo nursing, the palmic rate of lower mother can be recorded, blanket can absorb the smell of mother.
When baby is put back into incubator, he can continue the heartbeat for hearing mother and the smell for smelling mother, divide to reduce
From pain.
As shown in Fig. 2, the parent-offspring nurses auxiliary and simulator includes that cap 1, heartbeat modeling device 2, spool are fixed
Device 3, left side bar shaped pillow 4, right bars pillow 5, pulse transducer 6, Concave pillow 7, MCU and communication module 8, swaddle blanket
9；Cap 1 is used to protect the head of premature；Swaddle blanket 9 is used for winding up premature；Left side bar shaped pillow 4, right bars pillow 5 are used
So that it is unlikely to reply in the swaddle blanket 9 for supporting winding up and divides state；Concave pillow 7 is for being placed under the both legs of premature
Side, paves the both legs of premature；Spool fixator 3 is used to fix perfusion tube and/or sensor tube,
Pulse transducer 6 is used to record the palmic rate of mother, and heartbeat modeling device 2 is used for simulative heartbeat；MCU and communication module
8 upload and receive for data.
Fig. 4-1 is a kind of circuit diagram of equipment end, including MCU and LoRa communication module group, pulse transducer, heartbeat mould
Quasi- device, touching switch and LED warning light.
Fig. 4-2 is a kind of power module of equipment end, includes lithium battery, mini-USB charging module, voltage-stablizer.
Fig. 5 is the 3D modeling figure of equipment end electronic system.
Internet of things system end
As shown in Figure 1, a management system based on Internet of Things, i.e. parent-offspring's care appliances management system based on Internet of Things, packet
Include Border Gateway and cloud application.The data that Border Gateway is responsible for tabulating equipment end upload to cloud record, and accept cloud
The heartbeat modeling model issued is updated equipment end.Cloud application is responsible for collecting data, analyzes data and is formed corresponding
Data-action model.Here equipment end can be one or more, may include all in using shape in hospital
The parent-offspring of state nurses auxiliary and simulator.
Application Example
Kangaroo nursing is that parent contacts most important link with baby.We need to enhance the user experience of kangaroo nursing,
The process for improving nursing carries out the design on some human factor engineerings and reduces the uneasy sense of baby and parent is facilitated to operate,
Allow parent that can embrace the child of oneself under more comfortable environment.
Since parent cannot always stay in hospital, it is therefore necessary to reduce parent and child because generating not respectively
It is suitable.One of way is to feel to allow baby to think that oneself is still contacted with parent by what reservation was contacted with parent,
To reduce the Anxiety of baby and accelerate their falling asleep after respectively.
Fragrance therapy helps premature to rebuild connection sense, mitigates their pressure and pain by the smell of acquisition mother
Sense.Correlative study has obtained clinical confirmation.Low-frequency, the sound of regular heartbeat and mother can also reach similar
Curative effect.In addition, the support sense of the similar uterine wall rich in elastic force related to touching also contributes to the development of baby.It can allow in this way
Baby can also feel that theirs is warm after leaving parent.
Our technical solution covers smell, sound, these three favorable factors of feeling of support in design.In order to improve this body
It tests us and uses the cloth of some softnesses, the same shape of animal is lovely to construct, the feeling of child.It forms one and is based on swaddling clothes
The kangaroo nursing auxiliary and simulator of blankets, cloth for baby blanket.
When carrying out kangaroo nursing, system can record the palmic rate of lower mother, blanket meeting by pulse transducer
Absorb the smell of mother.It, can be with certain by the electromagnet apparatus of a similar microphone when baby is put back into incubator
Rule reappear mother's heartbeat.
As shown in Figure 1, Internet of things system end can be made of the LoRa Border Gateway and SaaS cloud application of hospital.If
After the completion of mother's heartbeat data of standby end acquisition, it is transmitted on the LoRa Border Gateway of hospital by LoRa module first.Gateway
It after data summarization all sub- equipment, is passed on server based on MQTT agreement, the cloud application of server, which uses, is based on SQL lattice
The database (such as mySQL) of formula stores the heartbeat data of each mother.These data can also be desensitized in the form of API
Export the SVM model for researching and analysing and establishing heartbeat respondent behavior.And data are carried out the machine based on SVM by cloud application
The corresponding relationship of data and heartbeat vibrating motor is periodically issued into update to Border Gateway after study.Border Gateway is responsible for whole again
Body Model is issued to sub- equipment end.
In Fig. 2, certain smell can be absorbed when mother does kangaroo nursing by baby's cotton.
The position of premature can be made to fix by fixed left side bar shaped pillow 4, right bars pillow 5, Concave pillow 7.
It allows premature's approaching side appearance to be slept first, then allows the two sides winding up of swaddle blanket 9 to the position for just touching premature, then
Make it be unlikely to reply with the swaddle blanket 9 that two bar shaped pillow supports live winding up to divide state, be finally placed into Concave pillow 7
Below the both legs of premature, the both legs of premature are paved.
In Fig. 3, when process S2 carries out kangaroo nursing, premature is removed from incubator first, due to blanket
Package, premature may feel that supported rather than floating, this can reduce its Anxiety.Then allow mother front skin naked
Dew, is placed into mother front for premature, premature and swaddle blanket 9 is fixed on mother using 9 belt of swaddle blanket in Fig. 2
With.In the process it should be noted that the swaddle blanket 9 of premature's foot portion will fold into inside, to provide the feeling of support of foot.Together
When, the perfusion tube/sensor tube etc. resided on premature can position by spool fixator 3, guarantee pipe line phychology because
The entanglement position for premature's movement.Mother will wear pulse transducer 6 and synchronize its heartbeat when carrying out kangaroo nursing later
Data.It after to kangaroo nursing, needs to extract pulse transducer 6 first, secondly solves strap and retainer plate, it is last careful
Premature is moved back to incubator.Then heartbeat modeling device 2 is placed in incubator.At this point, the heartbeat data of this kangaroo nursing
Border Gateway will be transmitted to by LoRa module, subsequent Border Gateway uploads to the data of multiple equipment in cloud application.
In heartbeat modeling, first have to exclude 30 seconds when the rigid start recording heartbeat of mother unstable data.Then pass through
Heartbeat curve is generated correspondence with simulating the electric current PWM wave of motor by the model of cloud training.The shake of heartbeat is finally generated by motor
Innervation is communicated to baby.In this process, model carries out different corresponding models via the mother of svm classifier method to different classifications
Issue.
Cloud application stores the heartbeat data of each mother using the database (such as mySQL) based on SQL format.
These data can also be desensitized the SVM model exported for researching and analysing and establishing heartbeat respondent behavior in the form of API.And cloud
The corresponding relationship of data and heartbeat vibrating motor is periodically issued into update later using data are carried out the machine learning based on SVM
To Border Gateway.Border Gateway is responsible for overall model again and is issued to sub- equipment end.
Claims (4)
- The system 1. a kind of Internet of Things kangaroo nursing formula is nursed a baby, which is characterized in that nurse auxiliary and simulator and base including parent-offspring In the management system of Internet of Things；The parent-offspring nurses auxiliary and simulator includes cap (1), heartbeat modeling device (2), spool fixator (3), left side Bar shaped pillow (4), right bars pillow (5), pulse transducer (6), Concave pillow (7), MCU and communication module (8), infancy Blanket (9)；Cap (1) is used to protect the head of premature；Swaddle blanket (9) is used for winding up premature；It is flat that the swaddle blanket (9) that left side bar shaped pillow (4), right bars pillow (5) are used to support winding up makes it be unlikely to reply Booth state；Concave pillow (7) is used to be placed into below the both legs of premature, paves the both legs of premature；Spool fixator (3) is used to fix perfusion tube and/or sensor tube,Pulse transducer (6) is used to record the palmic rate of mother,Heartbeat modeling device (2) is used for simulative heartbeat；MCU and communication module 8 are uploaded and are received for data；The management system based on Internet of Things includes that Border Gateway and cloud are applied,Border Gateway is used to summarize parent-offspring's nursing auxiliary and the data of simulator upload to cloud storage, and accepts cloud and issue Heartbeat modeling model to parent-offspring nurse auxiliary and simulator be updated；It applies for collecting data, analyzing data and forming corresponding data-action model in cloud.
- The system 2. Internet of Things kangaroo according to claim 1 nursing formula is nursed a baby, which is characterized in that the MCU and logical It interrogates module (8) and uses LoRa communication module；The Border Gateway uses LoRa Border Gateway.
- 3. Internet of Things kangaroo according to claim 1 nurses formula swaddle blanket, which is characterized in thatThe cap (1), spool fixator (3), left side bar shaped pillow (4), right bars pillow (5), Concave pillow (7) with And swaddle blanket (9) meets the human factor engineering of the premature in nursing.
- A kind of systematic difference method 4. Internet of Things kangaroo nursing formula according to claim 1 is nursed a baby, which is characterized in that step It is rapid as follows:1) in incubator, premature is slept with heart upwardly direction side, by the long cloth in the two sides of swaddle blanket (9) carry out winding up with Fixed sleeping position；2) after swaddle blanket (9) winding up, it is tightly attached to infancy respectively with left side bar shaped pillow (4) and right bars pillow (5) The winding up of blanket (9) goes out to provide support, to further strengthen its fixed function；3) Concave pillow (7) is placed at infant's foot subordinate swaddle blanket (9), gently paves its foot；4) when needing to carry out kangaroo nursing, Concave pillow (7) are first removed, then remove left side bar shaped pillow (4) and right bars Pillow (5), then turns on the velcro of spool fixator (3), and the medical electric wire perfusion tube being inserted in premature is placed in In the ring of spool fixator, then velcro is closed, later slowly take out baby, when taking-up tightly wraps up guarantor with swaddle blanket (9) Hold feeling of stress；5) it when baby being placed in the progress kangaroo nursing of mother front, allows baby to contact with mother's skin first, is then unfolded The cloth of swaddle blanket (9) is tied up and is fixed with mother, guarantees that cap (1) on baby head, is fixed and completed always in the process Mother lies down afterwards, starts to carry out kangaroo nursing；6) after the completion of step 5, mother starts kangaroo nursing, after waiting 3 minutes mother's heart rate stabilizations, wears pulse for mother Sensor (6), records the heartbeat of mother and storage, at this point, the taste of mother is absorbed by swaddle blanket (9)；7) after kangaroo nursing process, the cloth for being first released from swaddle blanket (9) is fixed, and is then carefully put back into premature and is nursed a baby Case repeats step 1-3 to fix its sleeping position；8) after premature's sleeping position is fixed, heartbeat modeling device (2) is opened and are returned according to the vibration that prefabricated model carries out mother's heart rate It puts, premature is allowed to feel mother just at one's side；9) in the process, MCU and communication module can be based on the data of mother's heartbeat LoRa communication and upload to Border Gateway, side Hoddy close summarize parent-offspring nurse auxiliary and simulator data after to cloud send data；10) operation application in cloud is responsible for collecting data, analyzes data and forms corresponding data-action model, model timing meeting It is issued to gateway, parent-offspring is further distributed to and nurses auxiliary and simulator, to carry out the heartbeat modeling of step (8).
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