KR102425101B1 - Method of predicting delivery of livestock - Google Patents

Abstract

The present invention provides a method of measuring body temperature and activity amount using an in vivo insertion module and detecting the onset of labor based on this, so as to determine the delivery prediction, delivery behavior and risk of difficult delivery of livestock early.

Description

Method of predicting calving of livestock {METHOD OF PREDICTING DELIVERY OF LIVESTOCK}

The present invention relates to a method for predicting the calving of livestock, and more particularly, to predicting the calving of livestock by being inserted into the body of the livestock.

In a farmhouse, a person who has a certain degree of expertise or experience in livestock before childbirth always takes care of the livestock and measures body temperature, respiration rate, heart rate, etc. And, based on the measured data, it detects the appearance of birth signs, and when the birth signs appear, it informs the breeders of the livestock, etc., to promote the birth system.

However, it was impossible to know when the birth signs of livestock would appear unless a person with a certain degree of expertise or experience had to always take care of the livestock and measure the change in the state of the livestock according to the birth of the livestock. In some cases, it was necessary to monitor the relevant livestock for two or three days as long as the surface of the ground.

In this case, there was a problem in that the burden on the labor force increases and the cost of fertility management of livestock owners increases.

Among them, in the case of cattle breeding farms with high value per livestock, the psychological burden and fatigue of the farmhouses are the highest. As this was not done, childbirth accidents occurred infrequently. In particular, if labor is carried out during the winter vulnerable time period, if amniotic fluid is not removed promptly, it may cause the calf to freeze.

The present invention is to solve this conventional problem, and it is possible to measure body temperature and activity amount using an in vivo insertion module, and based on this, not only can detect the start of labor, but also normal childbirth behavior and abnormal childbirth for livestock with severe activity changes. The purpose of this is to provide a system that can manage the safety of the fetus and mother by calling a veterinarian at an early stage for livestock that are expected to give birth to abnormalities such as difficult delivery by judging behavior and risk of childbirth early.

The present invention includes a livestock insertion module including a temperature sensor for measuring the body temperature of livestock and a motion sensor for measuring the movement of livestock, a user terminal capable of receiving data, and a server connecting the livestock insertion module and the user terminal and the server includes a data transceiver capable of transmitting and receiving data with the livestock insertion module or the user terminal, a data processing unit for processing the data received from the livestock insertion module, and the data or data processing unit received from the livestock insertion module It provides a livestock delivery prediction system including a data storage unit for storing the processed data.

In one embodiment of the present invention, the temperature sensor is driven by an infrared or contact temperature sensor method, and can measure the temperature at a predetermined period.

In one embodiment of the present invention, the motion sensor may be configured to include at least one of a three-axis acceleration sensor or a three-axis angular velocity sensor.

In one embodiment of the present invention, when the received temperature measurement value rises at a rate of 0.5°C min or more in a situation in which acceleration changes in two or more axes among three axes are found as a result of the motion sensing received by the data processing unit, the livestock When it is determined that the insertion module is in the inserted state, the temperature measurement value received from the data processing unit decreases at a rate of 0.5°C or more, and as a result of the motion sensing, no acceleration change is found in two or more axes among the three axes, the It can be determined that the livestock insertion module is discharged outside the livestock.

In an embodiment of the present invention, in a situation where, as a result of the motion sensing received by the data processing unit, an acceleration change in two or more axes among three axes is found, the temperature measurement value is 0.5 compared with the average temperature of the last 12 to 36 hours. If the situation in which the temperature rises above ℃ continues for more than 3 hours, it can be judged that there is a possibility of difficult birth or stillbirth.

In one embodiment of the present invention, when the measured temperature value received from the data processing unit falls at a rate of 0.2 °C min or more, and the rumen temperature falls at a rate of 0.3 °C min, it may be determined as a negative number.

In the present invention, the body temperature measurement value is 0.5°C compared to the average temperature of the last 12 to 36 hours in a situation in which an acceleration change in two or more axes among three axes is found as a result of the step of inserting the livestock insertion module into the body of the livestock, and the motion sensing result In the case of falling above more than that, the server sends a notification of preparation for the first delivery to the user terminal. In a situation in which an acceleration change is found in two or more axes among the three axes as a result of the motion sensing, the body temperature measurement value of the last 12 to 36 hours When the average temperature is higher than the average temperature, and when the number of negative numbers of the livestock is determined, and the number of negative numbers is less than 50% of the daily average number of negative numbers, the server transmits a second childbirth preparation notification to the user terminal; and When the discharge of the livestock insertion module is detected, the server provides a calving prediction method comprising the step of transmitting a calving start notification (third) to the user terminal.

In one embodiment of the present invention, when an acceleration change is found in two or more axes among the three axes as a result of the motion sensing received from the server and the received temperature measurement value rises at a rate of 0.5°C min or more, the livestock insertion module If it is determined that the inserted state, the temperature measurement value received from the server decreases at a rate of 0.5℃min or more, and as a result of motion sensing, no acceleration change is found in 2 or more of the 3 axes, the livestock insertion module is installed outside the livestock The method may further include determining whether to insert the livestock insertion module, which is determined to be discharged as a .

In one embodiment of the present invention, in a situation in which acceleration changes in two or more axes among three axes are found as a result of the motion sensing received from the server, the temperature measurement value is 0.5°C or higher compared with the average temperature of the last 12 hours to 36 hours If the situation of rising to lasting more than 3 hours, it may further include the step of judging a difficult childbirth or stillbirth.

In an embodiment of the present invention, when the temperature measurement value received from the server falls at a rate of 0.2 °C/min or more and the temperature of the rumen falls at a rate of 0.3 °C/min, it is determined whether a negative number determined as a negative number It may include further steps.

Since the initiation of labor can be detected by measuring the body temperature and activity amount of the livestock by using the in vivo insertion module, it is possible to predict the calving of the livestock, determine the calving behavior, and the risk of difficult delivery at an early stage to facilitate the calving of the livestock. In addition, it is possible to maximize the use time by determining whether the insertion module is inside or outside the body of the livestock, and to send a notification to the user more quickly.

1 shows a livestock delivery prediction system according to an embodiment of the present invention.
2 is a block diagram showing the configuration of a livestock insertion module according to an embodiment of the present invention.
3 is a perspective view of a livestock insertion module according to an embodiment of the present invention.
4 shows a server according to an embodiment of the present invention.
5 shows the results of analyzing the body temperature and movement of a cow before and after inserting the livestock insertion module into the body of the livestock.
Figure 6 is a graph showing a comparison of the body temperature before and after delivery of livestock.
7 is a graph showing the vaginal temperature and the rumen temperature of the livestock when drinking water.
8 is a flowchart illustrating a method for predicting calving of livestock.

Since the present invention can have various changes and can have various embodiments, specific embodiments are illustrated in the drawings and will be described in detail in the text. However, this is not intended to limit the present invention to specific embodiments, and should be understood to include all modifications, equivalents and substitutes included in the spirit and scope of the present invention. In describing the present invention, if it is determined that a detailed description of a related known technology may obscure the gist of the present invention, the detailed description thereof will be omitted.

Hereinafter, embodiments disclosed in the present specification will be described in detail with reference to the drawings. Exemplary embodiments described above in the detailed description, drawings, and claims are not for limitation, and embodiments other than the described embodiments may be used, and other changes may be made without departing from the spirit or scope of the technology disclosed herein. are also possible

Since the description of the disclosed technology is merely an embodiment for structural or functional description, the scope of the disclosed technology should not be construed as being limited by the embodiment described in the text. That is, since the embodiment may have various changes and may have various forms, it should be understood that the scope of the disclosed technology includes equivalents capable of realizing the technical idea.

All terms used herein have the same meaning as commonly understood by one of ordinary skill in the art to which the disclosed technology belongs, unless otherwise defined. Terms defined in the dictionary should be interpreted as being consistent with the meaning of the context of the related art, and cannot be interpreted as having an ideal or excessively formal meaning unless explicitly defined in the present application.

1 shows a livestock delivery prediction system 10 according to an embodiment of the present invention.

Livestock delivery prediction system 10 according to the present invention may be composed of a livestock insertion module 100 , a server 200 and a user terminal 300 . The livestock insertion module 100 may be inserted into the body of the livestock to detect changes in body temperature and acceleration of the livestock. The livestock may be cattle, Korean cattle, or dairy cattle, but is not limited thereto, and may be buffalo, bison, or goat.

The server 200 may process and store the sensing data transmitted from the livestock insertion module 100 , and transmit the processed sensing data to the user terminal 300 .

The user terminal 300 may provide the processed sensing data through the display unit, and it may be possible to classify the numerical data by category according to a user's setting. In the classification by category, for example, numerical data may be grouped by ranch, and numerical data may be grouped according to the type of livestock. However, the present invention is not limited thereto.

2 shows a livestock insertion module 100 according to an embodiment of the present invention.

The livestock insertion module 100 is configured to be inserted into the living body of the livestock, and measures the case 110, the body part 111, the wing part 112, the inner housing, the electronic circuit module, the battery, and the body temperature of the livestock. It may include a temperature sensor 150 that measures the movement of livestock, a motion sensor 160 that measures the movement of livestock, and a data transmitter 170 and an antenna 180 for transmitting data measured by each sensor to the server 200 . .

The livestock insertion module 100 may be configured in plurality to be inserted into a plurality of livestock. Accordingly, for the identification of the livestock, the livestock insertion module identification information (ID) may be given to each livestock insertion module 100 so as to be matched one-to-one with the identification information of the livestock. However, the present invention is not limited thereto. The livestock insertion module 100 may be inserted into various parts of the livestock, for example, the stomach of the livestock, the vagina of the livestock, the rectum of the livestock, etc. For example, in one embodiment of the present invention, the rumen of the stomach of the livestock, And it can be inserted into the vagina of livestock.

The temperature sensor 150 is a sensor for measuring the body temperature of livestock, and may be an infrared temperature sensor, a contact temperature sensor, or a temperature sensor 150 using any other method. The motion sensor 160 may include one or more sensors for measuring the motion (activity amount) of the livestock. In an embodiment of the present invention, the motion sensor 160 may include a 3-axis acceleration sensor and a 3-axis gyro sensor. However, the present invention is not limited thereto, and a separate sensor may be additionally included. A separate sensor may further include a geomagnetic sensor, and the gyro sensor may be configured as an arbitrary angular velocity sensor. The data measured by the motion sensor 160 may be used to analyze and determine the calving status of the livestock, easy delivery or difficult delivery together with body temperature information of the livestock. However, the present invention is not limited thereto.

As described above, the livestock insertion module 100 may be inserted into the living body of the livestock, sense the temperature and movement of the livestock, and transmit the sensing data to the server 200 through the data transmission unit 170 . In this case, the data transmitter 170 may communicate with the server 200 using a wireless communication method such as low-power long-distance communication (LoRa), Wi-Fi, Bluetooth, or Zigbee.

In one embodiment of the present invention, the battery supplies power to various components of the livestock insertion module 100 and may be implemented as a power source of any type, such as a rechargeable or replaceable type.

Through this, when the livestock insertion module 100 is not inserted into the body of the livestock, the operation is stopped and unnecessary use of the battery can be minimized.

An exemplary physical configuration of the livestock insertion module 100 will be described with reference to FIG. 3 . 3 is a perspective view of the livestock insertion module 100 according to an embodiment of the present invention.

Referring to the drawings, the livestock insertion module 100 may include an elastic case 110 and an inner housing disposed inside the main body 111 , an electronic circuit module, a battery, and an antenna 180 .

The case 110 of the livestock insertion module 100 has a cylindrical body part 111 having an empty space therein, and is formed to extend at the first end of the body part 111 and is bent and stretched from the body part 111 . It is composed of a plurality of wing parts 112 that have an approximately “”-shaped or “”-shaped shape as a whole. The connection portion between the body portion 111 and the wing portion 112 has elasticity.

The case 110 of the livestock insertion module 100 is inserted into the vagina of cattle to measure biometric information, and when the case 110 is inserted into the vagina, the plurality of wing parts 112 are straightened to straighten the wing parts ( 112) are in close contact with each other and inserted into the vagina of the livestock in a state of a straight line as a whole, and after insertion, the wing part 112 spreads and presses the inner wall of the vagina so that it can be fixed in the vagina. The case 110 inserted in this way is not discharged to the outside despite urination of cattle and other vaginal movements, and can remain in the vagina stably, and the case 110 is discharged outside the body of the livestock by bursting amniotic fluid or delivery.

The inner housing of the livestock insertion module 100 is disposed in the main body 111 of the case and has an internal space capable of accommodating the electronic circuit module and the battery. The inner housing is configured to be airtight to protect the electronic circuit module and the battery from the outside. The electronic circuit module includes, for example, electronic circuit elements that are mounted on a substrate and perform a predetermined function. For example, circuit elements such as a temperature sensor, a motion sensor, and a microprocessor performing functions of a data transmission unit may be mounted on a board to configure an electronic circuit module. The battery supplies power to the electronic circuit module and may be implemented as, for example, a lithium-ion battery. However, the present invention is not limited thereto.

The antenna 180 of the livestock insertion module 100 is installed in the in vivo insertion module 100 for wireless communication with the server. In one embodiment, the antenna 180 is implemented as a coaxial cable of a predetermined length. The first end of the antenna 180 is electrically connected to the electronic circuit module, and the second end extends outward of the second end (opposite to the first end to which the wing portion 112 is connected) of the main body 111 to the case. (110) is configured to protrude to the outside. The length of the antenna 180 is not particularly limited, but preferably, for communication with an external device, the second end of the antenna 180 is the It is desirable to have a length enough to be able to come out.

4 shows a server 200 according to an embodiment of the present invention.

1, 2, and 4, the server 200 according to the present invention is a data transceiver 210 that can communicate with the livestock insertion module 100 or the user terminal 300, the livestock insertion module ( It may be composed of a data processing unit 220 for processing data received from 100 , and a data storage unit 230 for storing the data. However, the present invention is not limited thereto, and a separate configuration may be further included.

In an embodiment of the present invention, the data transceiver 210 is a component for wireless communication with the server 200 . The data transmission/reception unit 210 may receive data transmitted by the data transmission unit 170 using wireless communication for data measured by the temperature sensor 150 and the motion sensor of the livestock insertion module 100 . The data transceiver 210 may be implemented to communicate with the information processing device in a wireless communication method such as, for example, low-power long-distance communication (LoRa), Wi-Fi, Bluetooth, or Zigbee.

The data measured by the temperature sensor 150 and the motion sensor 160 of the livestock insertion module 100 are processed through the data transmission unit 170 , and the data transmitted to the server 200 is processed through the data processing unit 220 . can be

In one embodiment of the present invention, the data processing unit 220 measures the body temperature once or multiple times by the temperature sensor 150 every preset time period (eg, 1 minute to 30 minutes), and 1 per this time period The temperature sensor 150 is controlled to minimize power consumption while acquiring body temperature data within an effective range as biometric information of animals by controlling the sensor to be in a dormant state for the remainder of the time period. can In this case, when the temperature sensor 150 measures the body temperature multiple times in each preset time period, a value calculated based on the body temperature value multiple times (for example, a value obtained by averaging body temperature multiple times) is used as the representative body temperature of the corresponding time period. It can be set as a value and transmitted to the server 200 . However, the present invention is not limited thereto.

In one embodiment of the present invention, the data processing unit 220 accumulates the acceleration and angular velocity measurement values by the motion sensor 160 every second for a preset time period (eg, 1 minute to 30 minutes), respectively, and , the accumulated value may be controlled to be transmitted to the server 200 once per time period.

The data processing unit 220 may determine whether the livestock is calving based on body temperature data and movement data received from the temperature sensor 150 and the motion sensor 160 .

5 shows the results of analyzing the body temperature and movement of the cattle before and after inserting the livestock insertion module into the body of the livestock.

Referring to FIG. 5 , the detection values of each axis of the motion sensor may be continuously checked after the livestock insertion module is inserted, but the detection values of each axis of the motion sensor are not measured after a predetermined time has elapsed. This means that the livestock insertion module including the motion sensor was discharged out of the body at the predetermined time. Accordingly, according to an embodiment of the present invention, when acceleration motion of two or more axes among three axes is not detected, it may be determined that the livestock insertion module has been discharged outside the livestock.

In one embodiment of the present invention, when the received body temperature is lower than the normal body temperature range of the livestock and no acceleration movement is found in two or more axes among the three axes, the data processing unit can determine that the livestock insertion module has been discharged outside the livestock. have.

The data processing unit may predict not only whether the livestock is calving, but also the easy delivery and difficult delivery or stillbirth of the cattle. For example, when the received body temperature is higher than the preset normal body temperature of the livestock and the received activity data is greater than or equal to a preset value, the data processing unit may determine that the possibility of difficult birth or stillbirth is high.

Figure 6 is a graph showing a comparison of the body temperature before and after delivery of livestock.

Referring to FIG. 6 , in the case of normal delivery, the body temperature to a certain degree is continuously maintained, but in the case of stillbirth, the body temperature rises above a specific value and then falls. In FIG. 6, for convenience of explanation, a portion in which the body temperature suddenly rises above a specific value is indicated by a red circle. In one embodiment of the present invention, by sensing that the body temperature rises above a specific value in this way, it is possible to easily determine the case of a stillbirth other than a normal labor.

In an embodiment of the present invention, the data storage unit may store data. The data storage unit may store data after the data measured by the livestock insertion module is processed by the data processing unit, and may be, for example, a flash memory. However, the present invention is not limited thereto. The data storage unit may store data according to the classification that the user categorizes through the user terminal, and may store data for each identification ID that distinguishes livestock from other livestock. In addition to this, the data storage unit may also store other data such as an insertion module identification number that distinguishes each livestock insertion module from other insertion modules, and in an alternative embodiment, some of the data may be omitted.

In one embodiment of the present invention, the user terminal may include, for example, a device such as a display unit or a speaker capable of notifying the user of childbirth or difficult childbirth. That is, if the data processing unit determines whether labor is delivered and/or difficult delivery based on the body temperature and movement data received from the livestock insertion module, and determines that it is labor or difficult delivery, an alarm is sent to the user (manager of delivery such as the owner or veterinarian) through the monitor or speaker. can give Alternatively, the data processing unit may transmit an SMS message to the user's portable device, such as a smart phone, to inform the determination result regarding childbirth and/or difficult childbirth. However, the present invention is not limited thereto, and other means or methods may be used as long as the purpose of delivering a notification to the user can be achieved.

In addition, the user terminal may provide the processed body temperature and movement data through a display unit, and the numerical data may be classified into categories according to a user's setting. In the classification by category, for example, numerical data may be grouped by ranch, and numerical data may be grouped according to the type of livestock. However, the present invention is not limited thereto.

In one embodiment of the present invention, the user terminal may be a smartphone, a tablet, or a PC, but is not limited thereto.

In one embodiment of the present invention, the livestock insertion module may sense whether the livestock is inserted into the body of the animal. As a result of temperature sensing by the temperature sensor in the livestock insertion module, if the received temperature measurement value rises at a rate of 0.5℃min or more in a situation in which acceleration changes in 2 or more of the 3 axes are detected, it is determined that the livestock insertion module is inserted into the body In at least one of the cases in which the temperature measurement value falls at a rate of 0.5 °C min or more and no acceleration change in 2 or more of the 3 axes is found as a result of the motion sensing, it can be determined that the product has been discharged from outside the body . In addition, when an acceleration motion of two or more axes among three axes is found as a result of motion sensing by the motion sensor, the inserted state may be determined. As a result, in one embodiment of the present invention, it is possible to determine whether the livestock insertion module is inserted using at least one of the temperature sensing result and the motion sensing result, and when the results of the two sensors are combined, the livestock insertion module is more accurately Whether to insert or not can be determined. However, the present invention is not limited thereto, and the insertion may be determined using a sensor other than a temperature sensor or a motion sensor.

In more detail, the livestock insertion module may sense whether the animal is in a state of being discharged from the body. As a result of the temperature sensing by the temperature sensor in the livestock insertion module, if the body temperature drops at a rate of 0.5°C or more or, as a result of the motion sensing by the motion sensor, no acceleration motion is found in 2 or more axes out of 3 axes, it is assumed that the animal has been discharged. can judge

In one embodiment of the present invention, the livestock insertion module may detect a sign of difficult labor of the livestock. In general, the change in body temperature of livestock does not last more than 0.5°C for more than 3 hours compared to the last 12 to 36 hours. Using this, as a result of the temperature sensing by the temperature sensor, if the change in body temperature of the livestock continues to exceed 0.5°C for 3 hours or more compared to the last 24 hours, it is determined that the livestock has a disease or a sign of difficult delivery and a notification is sent to the user. can do.

As a result, in an embodiment of the present invention, a symptom of a disease or dystonia can be determined using the temperature sensing result and the motion sensing result, and when the results of the two sensors are combined, it is possible to more accurately determine the symptom of the disease or dystonia. can

7 is a graph showing the vaginal temperature and the rumen temperature of the livestock when drinking water.

Referring to FIG. 7 , the rumen temperature of the livestock decreases to a certain extent every time the water is negative, and the portion where the rumen temperature decreases when the water is negative is indicated by a red circle in the drawing. Separately, as a result of measuring the query temperature with the temperature sensor, it can be found that the query temperature also falls below a predetermined value in response to a negative number. That is, there is a slight delay after the negative number, but after the negative number, the vaginal temperature decreased to a certain extent in association with the rumen temperature.

In one embodiment of the present invention, as a result of temperature sensing by the temperature sensor, when the body temperature falls at a rate of 0.2°C or more and the rumen temperature decreases at a rate of 0.3°C, it is determined as a negative number. Each sensing result may be individually measured and determined, like the other determinations described above, or may be determined by combining all of the sensing results.

When the number of times of drinking of livestock is decreased, it can be used as an indicator that childbirth is imminent, so that data on the number of times of drinking can be additionally transmitted to the user.

The user may specify the number of negative numbers according to the user's setting, and set so that when the number of negative numbers is below a certain level, a notification of imminent delivery is transmitted.

In an embodiment of the present invention, when the number of negative numbers is less than or equal to about 50% of the average number of negative numbers per day, it may be used as an indicator of imminent delivery.

The present invention can provide a method for predicting the birth of livestock by analyzing the data complexly.

8 is a flowchart illustrating a method for predicting calving of livestock.

In one embodiment of the present invention, the step (S10) of inserting the livestock insertion module into the body of the livestock to be delivered may be performed. In step S10, the livestock insertion module is inserted into the body of the livestock and detects the body temperature and body temperature change of the livestock through the temperature sensor, and detects the movement of the livestock through the motion sensor. With this, the insertion module initiates data transfer. The sensed data may be transmitted to the server 200 and stored after data processing.

In the step S10, after detecting a decrease in body temperature of the livestock, a step (S20) of transmitting a notification of preparation for first delivery to the user terminal may be performed. In step S20 , the first delivery preparation notification may be transmitted to the user terminal based on the livestock body temperature data and the animal movement data stored in the server 200 .

Next, a step (S30) of transmitting a second childbirth preparation alarm to the user terminal may be performed by determining the recovery of the body temperature and the negative decrease.

Thereafter, when sensor discharge is detected, a step (S40) of shortening the data transmission interval and transmitting a labor start notification to the user terminal may be performed. In one embodiment of the present invention, when the body temperature received by the data processing unit is lower than the normal body temperature range of the livestock, and no acceleration movement is found in 2 or more axes among the 3 axes, it can be determined that the livestock insertion module has been discharged outside the livestock have.

10: Livestock farrowing prediction system
100: livestock insertion module
110: case
111: body part
112: wing
150: temperature sensor
160: motion sensor
170: data transmission unit
180: antenna
200: server
210: data transceiver
220: data processing unit
230: data storage unit
300: user terminal

Claims (10)

A livestock insertion module including a temperature sensor for measuring the body temperature of the livestock and a motion sensor for measuring the movement of the livestock;
a user terminal capable of receiving data; and
It includes a server connecting the livestock insertion module and the user terminal,
The server;
a data transceiver capable of transmitting and receiving data to and from the livestock insertion module or the user terminal;
a data processing unit for processing the data received from the livestock insertion module; and
Includes; a data storage unit for storing the data received from the livestock insertion module or the data processed by the data processing unit;
The motion sensor includes at least one of a 3-axis acceleration sensor and a 3-axis angular velocity sensor,
As a result of the motion sensing received from the data processing unit, in a situation in which acceleration changes in two or more of the three axes are detected, when the measured body temperature falls to 0.5°C or higher compared to the average temperature of the last 12 to 36 hours, the server in the user terminal send a notification of preparation for the first delivery to
As a result of the motion sensing received from the data processing unit, when the measured body temperature is greater than or equal to the average temperature of the last 12 to 36 hours in a situation in which acceleration changes in two or more of the three axes are found, and the number of negative numbers of the livestock is determined And, when it has a negative number of 50% or less compared to the average number of negative numbers per day, the server transmits a second delivery preparation notification to the user terminal,
When the discharge of the livestock insertion module is detected, the livestock calving prediction system for transmitting a calving start notification (third) from the server to the user terminal. The method of claim 1,
The temperature sensor is driven by an infrared or contact-type temperature sensor method, livestock delivery prediction system for measuring the temperature at a certain period. delete 3. The method of claim 2,
As a result of the motion sensing received from the data processing unit, when the received temperature measurement value rises at a rate of 0.5°C/min or more in a situation in which acceleration changes in two or more of the three axes are found, the livestock insertion module is in the inserted state. judge,
When the temperature measurement value received from the data processing unit falls at a rate of 0.5°C/min or more, and as a result of the motion sensing, no acceleration change is found in 2 or more axes among the 3 axes, it is determined that the livestock insertion module is discharged outside the livestock livestock farrowing prediction system. 5. The method of claim 4,
As a result of the motion sensing received from the data processing unit, in a situation in which acceleration changes in two or more axes among three axes are detected, the temperature measurement value rises to 0.5°C or higher compared to the average temperature of the last 12 to 36 hours for 3 hours If the abnormality persists, livestock delivery prediction system that judges that there is a possibility of difficult birth or stillbirth. 5. The method of claim 4,
When the temperature measurement value received from the data processing unit falls at a rate of 0.2 °C/min or more, and the temperature of the rumen falls at a rate of 0.3 °C/min, the livestock calving prediction system for determining a negative number. inserting the livestock insertion module into the body of the livestock;
In a situation where, as a result of motion sensing, an acceleration change is detected on two or more axes among the three axes, if the measured body temperature drops to 0.5℃ or higher compared to the average temperature of the last 12 to 36 hours, the server notifies the user terminal of preparation for the first delivery sending a;
In a situation where, as a result of the motion sensing, acceleration changes in two or more axes among the three axes are detected, when the measured body temperature is greater than or equal to the average temperature of the last 12 to 36 hours, and the number of negative numbers of the livestock is determined, the average number of negative numbers per day When the number of negative numbers is less than 50% of the comparison, transmitting a second childbirth preparation notification from the server to the user terminal; and
When the discharge of the livestock insertion module is detected, the method of predicting calving of livestock comprising the step of transmitting a calving start notification (third) from the server to the user terminal. 8. The method of claim 7,
If, as a result of the motion sensing received from the server, an acceleration change is found in two or more axes among the three axes and the received temperature measurement value rises at a rate of 0.5°C/min or more, it is determined that the livestock insertion module is inserted,
When the temperature measurement value received from the server falls at a rate of 0.5°C/min or more and a change in acceleration of 2 or more axes among 3 axes is not detected as a result of motion sensing, the livestock insertion module is determined to have been discharged outside the livestock Birth prediction method of livestock further comprising the step of determining whether the module is inserted. 9. The method of claim 8,
As a result of the motion sensing received from the server, in a situation in which acceleration changes in two or more of the three axes are found, the temperature measurement value rises to 0.5°C or higher compared to the average temperature of the last 12 to 36 hours lasts for more than 3 hours In that case, the delivery prediction method of livestock further comprising the step of judging a difficult birth or stillbirth. 9. The method of claim 8,
When the temperature measurement value received from the server falls at a rate of 0.2 °C/min or more and the temperature of the rumen falls at a rate of 0.3 °C/min, the calving prediction of livestock further comprising a negative number determining step Way.

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