KR102040276B1 - Livestock specification management system based on livestock knowledge information - Google Patents

Abstract

The present invention generates a variety of information for the specification of the livestock based on the living and behavioral characteristics information of the livestock, environmental information inside the livestock house and standardized livestock knowledge information, and immediately detects the abnormal condition of the livestock, the user efficiently specify It's about a specification management system that lets you do that.
Livestock specification management system based on livestock knowledge information according to the present invention is one or more individual information collection unit for collecting and transmitting the current location information and current status information of the livestock to the outside and the environment information inside the livestock house Livestock or livestock collection in real time or periodically, and the livestock specification is based on livestock information on the birth, conception and delivery of the livestock, and life time information according to the time of birth, conception and delivery. Specification management information generation unit for generating the specification management schedule information, and current position information, current status information, environmental information, livestock information, life time information, specification management schedule information and abnormal status recognition for recognizing abnormal conditions of livestock Information storage unit for storing information, current location information, current status information, environmental information Is characterized in that comprises at least the status information generating portion, and one or more user terminals as possible abnormality information inquiry for transmitting at least the status information of the animal on the basis of the error status, identification information of said animal produce and to the outside.

Description

Livestock specification management system based on livestock knowledge information

The present invention relates to a system for specification of livestock, and more particularly, to generate various kinds of information for specification of livestock based on the living and behavioral characteristic information of the livestock, the environment information inside the barn, and standardized livestock knowledge. The present invention relates to a specification management system that immediately detects an abnormal condition of a livestock and enables a user to efficiently designate a livestock.

In general, livestock farming is a part of agriculture that supplies livestock to provide useful materials for human life. However, management methods based on long experience and research have been applied in the field. Experience-based specification may be error-prone, and an effective specification based on standardized livestock information on livestock and behavioral characteristics of livestock could have a significant effect on improving the productivity of large farms.

Conventional inventions for efficiently evaluating livestock by recognizing the current and abnormal conditions of livestock, and the like, include the "pattern management system that facilitates the recognition and management of livestock object information" in Korean Patent Publication No. 10-1342158 and the Republic of Korea Patent Publication. Publication No. 10-2015-0124072, "A disease reading system according to the analysis of the amount of exercise of livestock", "Livestock management system and method" of Korean Patent Publication No. 10-2016-0015457 and Korean Patent Publication No. 10-2016-0135004 "Modular-based intelligent video surveillance system and method for real-time livestock theft detection" has been proposed and disclosed.

The livestock barn management system in Korean Patent Publication No. 10-1342158, which is easy to recognize and manage livestock individual information, includes various information necessary for the livestock, including pregnancy and childbirth management information and disease management information, as well as individual livestock information of each livestock. In the present invention, a system for facilitating the management of the livestock house has been proposed since it is easy to integrate and manage easily and can easily communicate the management status to the outsider who visited the manager or the livestock house, and the Republic of Korea Patent Publication No. 10-2015- 0124072, “A disease reading system based on livestock momentum analysis,” can analyze the livestock's momentum in a non-contact manner to detect livestock disease occurrence and reduce the reading error of disease occurrence by adjusting the measured temperature. An invention relating to a system has been proposed.

In addition, the "Livestock Product Management System and Method" of the Republic of Korea Patent Publication No. 10-2016-0015457 is a livestock based on the movement amount information that is measured by the movement distance of the livestock through the location tracking device mounted on the livestock An invention has been proposed for a system and method for constructing a database, which is diagnostic information about a problem behavior of livestock, by evaluating the presence, estrus, temperament, and intention of expression of the animal. 0135004, “Modular-based Intelligent Video Surveillance System and Method for Real-Time Livestock Theft Detection,” installs network cameras at regular intervals in addition to indoor livestock raising sites and analyzes live video inputs in real time. An invention has been proposed that relates to a system and method that can be monitored.

However, the prior art as described above to determine the disease occurrence or to measure the moving distance of the animals by adjusting the amount of feed supplied to the livestock according to pregnancy and childbirth management information, disease management information, etc. Therefore, the inventions are related to the fragmentary measures for evaluating the estrus or preventing the theft of livestock.Therefore, it is not possible to provide a comprehensive plan for effectively evaluating livestock by collecting and analyzing various information about the environment of livestock and livestock. have.

Therefore, by collecting and analyzing a variety of information on the environment of the livestock and livestock, it is possible to propose a comprehensive way to effectively specify each livestock, through the above information to immediately detect the various abnormal conditions occurring in each livestock of the user There is a need for an invention that enables an effective response.

Republic of Korea Patent Publication No. 10-1342158 (Dec. 10, 2013) Republic of Korea Patent Publication No. 10-2015-0124072 (2015. 11. 05) Republic of Korea Patent Publication No. 10-2016-0015457 (2016. 02. 15) Republic of Korea Patent Publication No. 10-2016-0135004 (2016. 11. 24)

Livestock specification management system based on livestock knowledge information according to the present invention is a technique proposed to solve the problems of the prior art,

There is a need for an invention that can collect and analyze a variety of information about the environment in livestock and livestock, and provide a comprehensive way to effectively specify each livestock.

Since the above-mentioned information has arisen a need for an invention that enables an effective response of a user by immediately detecting various abnormal conditions occurring in each livestock, an object of the present invention is to provide a solution.

Livestock specification management system based on livestock knowledge information according to the present invention to achieve the above object,

At least one individual information collection unit for collecting the current location information and the current status information of the domestic animal in real time or periodically; At least one barn information collecting unit for collecting and transmitting the environment information inside the barn in real time or periodically; A specification management information generation unit for generating specification management schedule information for specification of the livestock based on the livestock information on the birth, conception, and delivery of the livestock and the life time information according to the periods of birth, conception and delivery; An information storage unit for storing the current location information, the current status information, the environment information, the livestock information, the life time information, the specification management schedule information, and abnormal status recognition information for recognizing abnormal status of the livestock; An abnormal state information generation unit for generating and transmitting abnormal state information of the domestic animal based on the current position information, the current state information, the environment information, and the abnormal state recognition information of the domestic animal; One or more user terminals capable of querying the abnormal state information; It proposes a livestock specification management system comprising a.

Livestock specification management system based on livestock knowledge information according to the present invention,

Collecting and analyzing the current location information of the livestock, the current status information, and the environmental information inside the livestock house, it was possible to present a comprehensive plan for effectively specifying each livestock.

Through the above information, diseases, heat, imminent delivery, stress above the standard value, mortality, inability to stand, and theft, such as the immediate detection of the abnormal condition of the livestock, the user can effectively respond to the effect occurred.

1 is a block diagram of a livestock specification management system based on livestock knowledge information according to the present invention.
Figure 2 is an exemplary view showing an embodiment in which the abnormal state information generated by the abnormal state information generation unit is displayed on the user terminal of the livestock specification management system based on the livestock knowledge information according to the present invention.
3 is a system configuration diagram showing a pattern information generation unit of the livestock specification management system based on livestock knowledge information according to the present invention.
Figure 4 is an exemplary view showing another embodiment in which abnormal state information generated by the abnormal state information generation unit is displayed on the user terminal of the livestock specification management system based on livestock knowledge information according to the present invention.

The present invention relates to a system for specification of livestock,

At least one individual information collection unit for collecting the current location information and the current status information of the domestic animal in real time or periodically; At least one barn information collecting unit 110 which collects the environment information inside the barn in real time or periodically and transmits it to the outside; Specification management information generation unit 120 for generating a specification management schedule information for specification of the livestock based on the livestock information about the birth, conception and delivery of the livestock and life time information according to the period after birth, conception and delivery; The information storage unit 130 stores the current location information, the current status information, the environment information, the livestock information, the life time information, the specification management schedule information and abnormal status recognition information for recognizing the abnormal status of the livestock ; An abnormal state information generation unit 140 for generating and transmitting abnormal state information of the domestic animal based on the current position information, the current state information, the environment information, and the abnormal state recognition information of the domestic animal; One or more user terminals 160 capable of inquiring the abnormal state information; It relates to a livestock specification management system comprising a.

Hereinafter, with reference to the accompanying drawings will be described embodiments of the present invention;

First, as shown in Figure 1, livestock specification management system based on livestock knowledge information according to the present invention, the current location information and current status information of the livestock at least one entity that collects in real time or periodically sent to the outside Characterized in that it comprises a information collector 100.

The individual information collecting unit 100 is mounted on each individual of the livestock animals raised in the barn and collects the current location information on the current location of each of the livestock and the current status information on the health status of the livestock. It is a component that transmits the collected information to the outside, and further includes any one or more of a temperature sensor for measuring the body temperature of the livestock or an activity measuring device for measuring the activity of the livestock, in addition to a position sensor for detecting the current location of the livestock. And a wireless communication device for communicating with an external device.

In this case, the current position information is information about the current position in the livestock barn of animals, and is collected for the purpose of quickly discovering a specific livestock mixed with other individuals when necessary, and the current state information refers to the body temperature of the livestock. Alternatively, the information includes any one or more of the amount of activity, and is collected for the purpose of quickly grasping the animal's body temperature due to a disease or the like, an increase in the amount of activity of the animal due to heat, and a decrease in the amount of activity of the animal due to the disease.

In addition, each of the one or more individual information collection unit 100 is preferably given a unique serial number to facilitate identification and management of each of the livestock managed by the specification management system, each serial number is associated with the livestock The current location information and the current status information are transmitted to the outside by the wireless communication device in a wireless communication method.

In addition, as shown in Figure 1, livestock specification management system based on the livestock knowledge information according to the present invention is one or more barn information collecting unit for collecting and transmitting the environmental information inside the livestock in real time or periodically ( It characterized in that it comprises a 110.

The livestock information collecting unit 110 collects real-time or periodically environmental information of any one or more of temperature and humidity, carbon dioxide concentration, ammonia concentration, dust amount, illuminance, and noise inside the livestock farm, and collects the collected information. As a component to be transmitted to the outside, a temperature and humidity sensor that measures the temperature and humidity inside the house, a carbon dioxide sensor that measures the carbon dioxide concentration inside the house, an ammonia sensor that measures the ammonia concentration inside the house, and measures the amount of dust inside the house. And one or more sensors such as a dust sensor, an illumination sensor for measuring the illumination inside the house, and a noise sensor for measuring the noise inside the house, and a wired or wireless communication device for communication with an external device must be provided. It is configured to include.

In this case, the livestock barn information collector 110 may be provided at an optimal location for collecting real-time or periodic environment information inside the barn, and may be configured to manage the whole barn, but may be provided at various places inside the barn. It may be configured to divide and manage the whole, the type of each sensor constituting each barn information collecting unit 110 may also be configured differently depending on the characteristics of the location where the barn information collecting unit 110 is installed, one The environment information inside the livestock house collected by the livestock house information collecting unit 110 in real time or periodically is transmitted to the outside in a wired or wireless manner by the wired or wireless communication device.

In addition, as shown in Figure 1, livestock specification management system based on livestock knowledge information according to the present invention is a livestock information about the birth, conception and delivery of livestock and life time according to the period after birth, conception and delivery It characterized in that it comprises a specification management information generation unit 120 for generating specification management schedule information for specification of livestock based on the information.

The livestock information is a record of the type, sex, birth date, conception and delivery date of the livestock, and is unique information about each livestock. The life time information is a period of time after the date of birth, conception and delivery of the livestock. General classification information in accordance with this document is recorded and integrated and standardized information that is applied collectively to livestock of this type.

That is, as an embodiment showing the information for each life period, in the case of cows of cattle managed by the specification management system, colostrum which is a period of birth until the first day after birth, the period of 7 to 10 days after birth Breeding time, milking time for 2 to 3 months after birth, heavy calf time for up to 8 months after weaning, large calf time for 8 to 14 months, fertility before conception after 14 months, before childbirth after conception It is divided into the period of first-time cows, the period of childbirth within one month after delivery, the period of lactation early 1 ~ 3 months after delivery, the period of lactation during 4 ~ 6 months postpartum, and the period of lactation after 7 months after delivery. It is possible.

Accordingly, the specification management information generation unit 120 generates the same number of specification management schedule information as the livestock information and stores the information described below by applying one or more of the livestock information uniquely generated for each individual to the life time information. The specification management schedule information transmitted to the unit 130 and generated is used as information for specifying each animal.

That is, the specification management schedule information is information that includes feed information, salary information, disease management information, vaccination information, conception information, delivery management information according to the age and month of the livestock, physiological and biological characteristics, Information that can be configured to include a variety of information for specifying the animal, including but not limited to basic information for the specification of the livestock.

In addition, as shown in Figure 1, livestock specification management system based on livestock knowledge information according to the present invention is the current location information, the current status information, the environment information, the livestock information, the life time information, Characterized in that it comprises the information storage schedule 130 that stores the specification management schedule information and abnormal state recognition information for recognizing the abnormal state of the livestock.

The information storage unit 130 stores the current location information and the current state information transmitted from the object information collection unit 100, and stores the environment information transmitted from the barn information collection unit 110, Stores the specification management schedule information transmitted from the specification management information generation unit 120, and stores the livestock information that can be transmitted from the user terminal 160, etc. described below, and recognizes the life time information and the abnormal state The information is pre-stored as a component, and provides the livestock information and the life time information to the specification management information generation unit 120, and the abnormal state recognition information to the abnormal state information generation unit 140 described below The current location information, the current status information, the environment information, the livestock information, The life time period information, the specification management schedule information and the abnormal state recognition information is provided.

In this case, the information storage unit 130 provides the respective information to the specification management information generation unit 120, the abnormal state information generation unit 140 and the user terminal 160 is the specification management information generation It means to allow the information stored therein to be transmitted in a manner such as approving the information request command from the unit 120, the abnormal state information generating unit 140 and the user terminal 160.

In addition, as shown in Figure 1, livestock specification management system based on livestock knowledge information according to the present invention is based on the current location information, the current status information, the environment information and the abnormal condition recognition information of the livestock It is characterized in that it comprises a abnormal state information generating unit 140 for generating and abnormal state information of the livestock to the outside.

The abnormal state information generating unit 140 generates abnormal state information for recognizing an abnormal state of a livestock or an abnormal state in a livestock house to a user to induce an action according to the type of the abnormal state. The status information is a condition such as disease, estrus, imminent labor, stress above the threshold, mortality, inability to stand, theft, etc., and the abnormal status information in the barn generated is temperature and humidity above or below the reference range and carbon dioxide concentration above the reference value. , Ammonia concentration above the reference value, dust amount above the reference value, abnormal illuminance and noise generation above the reference range.

Specifically, the abnormal state information generating unit 140, when the body temperature of the livestock collected in the individual information collecting unit 100 exceeds the standard value and the activity amount is reduced, or when the time to be alienated from the herd is increased It can recognize the disease occurrence situation and generate abnormal state information and transmit it to the outside.

In this case, the amount of livestock activity decreases when the amount of livestock activity measured during a certain period is measured to be lower than the average of a plurality of previously measured activity levels, or the amount of livestock activity measured during a certain period is measured to be lower than a predetermined reference activity amount. If so, it means, and the like may be determined in various ways, without being limited to the above manner.

In addition, the increase in the time that the livestock is alienated from the herd means that the current location information for a particular livestock is out of the range of the group consisting of the current location information of other livestock for more than a predetermined time, It can be determined in various ways without being limited.

In this case, the abnormal state information generation unit 140 derives an increase in disease occurrence probability according to the age, season, and environmental factors of the livestock based on the livestock information, the life span information, the environmental information, and the like. Can be reflected in the perception of.

According to one embodiment of the present invention, the abnormal state information generating unit 140, cows during the delivery phase of cows within one month after delivery, if the amount of livestock activity during the day is less than or less than half of the average daily activity of the livestock for a month. If the body temperature exceeds the average body temperature of the cow, it can be recognized as a disease occurrence situation and can generate abnormal state information and transmit it to the outside.

In addition, the abnormal state information generating unit 140 when the amount of activity of the livestock collected in the individual information collecting unit 100 increases more than twice the average value or a predetermined reference activity amount of the pre-measured multiple times activity amount and acts in a group In addition, when the approving act is detected, it may be recognized as a estrous situation, and abnormal state information may be generated and transmitted to the outside.

In this case, the detection of the approving behavior means that the shock value measured by the shock sensor, which may be provided only to males, is measured a plurality of times more than a predetermined shock value, and the abnormal state information generation unit. The 140 may be applied to the recognition of the estrous situation by deriving the estrous time and fertility time of each livestock based on the livestock information and the life time information.

According to another embodiment of the present invention, the abnormal state information generating unit 140 recognizes that the estrus situation is more than twice the average daily activity amount of a cow having a fertility of 24 months of age or more, the average daily activity amount of a month. The abnormal state information can be generated and transmitted to the outside.

In addition, the abnormal state information generating unit 140, if the body temperature of the livestock collected by the individual information collecting unit 100 is within the standard value range, or if the amount of activity decreases, or the time when alienated from the herd is increased, this situation is imminent delivery By recognizing this, abnormal status information can be generated and transmitted to the outside.

At this time, the abnormal state information generation unit 140 may be reflected in the recognition of the delivery imminent situation by deriving the estimated delivery time according to the conception time of each livestock based on the livestock information and the life time information.

As another embodiment of the present invention, the abnormal state information generating unit 140 is nine months after conception when the daily activity amount of the cow arrives when the expected time of delivery is less than a quarter of the average daily activity amount for a month In response to this, it is possible to generate abnormal status information and transmit it to the outside by recognizing it as an imminent delivery situation.

In addition, the abnormal state information generating unit 140, if the activity amount of the livestock collected in the individual information collecting unit 100 is measured higher than the average of the plurality of times measured activity amount or a predetermined reference activity, the stress situation more than the reference value The abnormal state information may be generated and transmitted to the outside, and the environmental information and the abnormal state recognition information may be reflected in the recognition of the stress situation.

As another embodiment of the present invention, the abnormal state information generating unit 140 recognizes this as a stress situation when the daily activity of the cow during conception or fertility is more than twice the average daily activity during the month. The abnormal state information can be generated and transmitted to the outside.

In addition, the abnormal state information generating unit 140 is not able to measure the body temperature of the livestock in the individual information collection unit 100 or when the body temperature of the collected livestock continuously drop and at the same time the amount of activity is not measured, our company By recognizing the status, abnormal status information can be generated and transmitted to the outside.

According to another embodiment of the present invention, the abnormal state information generating unit 140 generates abnormal state information by recognizing this as a dead state when the body temperature of the livestock whose activity is not measured for 6 hours or more is measured below a normal range. And to the outside.

In addition, the abnormal state information generating unit 140, if the body temperature of the livestock collected by the individual information collecting unit 100 is maintained within a point range, but the amount of activity is not measured, it is recognized as a standing state and abnormal state information Can be generated and sent to the outside.

As another embodiment of the present invention, the abnormal state information generation unit 140 is abnormal when the body temperature of the livestock whose activity is not measured for 6 hours or is measured in the normal range is measured in the normal range, the abnormal state Status information can be generated and sent externally.

In addition, the abnormal state information generation unit 140 generates the abnormal state information by recognizing this as a stolen situation when the current position information and the current state information of the livestock are not received from the individual information collecting unit 100. Can transmit

2 illustrates an example in which abnormal state information generated by the abnormal state information generating unit 140 is displayed on the user terminal 160 which will be described below. The abnormal status information, which is automatically displayed in, can immediately recognize the abnormal status of the livestock and take the necessary action.

In addition, as shown in Figure 3, livestock specification management system based on livestock knowledge information according to the present invention is the current location information, current status information, livestock information, And a pattern information generation unit 150 for generating pattern information added to the abnormal state recognition information based on the life time information and the specification management schedule information.

The pattern information is information that is generated for the purpose of increasing the probability of accurately identifying the abnormal state of the domestic animal and is added to the abnormal state recognition information stored in the information storage unit, and the abnormal state previously inputted to the abnormal state information generation unit. Unlike the recognition information, the recognition accuracy of the occurrence of the abnormal state may be deleted or accumulate depending on the result.

That is, when abnormal state information is generated based on the pattern information but no abnormality is found in the state of the livestock, the pattern information generating unit 150 may be configured to delete the pattern information added to the abnormal state recognition information. However, by accumulating cumulative data on the recognition accuracy of the occurrence of the abnormal state may be configured to display the probability of the recognition accuracy of the abnormal state occurrence in the abnormal state information generated based on the pattern information in which the error is found.

4 is a diagram illustrating another example in which abnormal state information generated by the abnormal state information generating unit 140 is displayed on the user terminal 160 which will be described below. In the abnormal state information generated by the abnormal state recognition information, the probability regarding the accuracy of the generated information is not displayed. However, the abnormal state information generated by the pattern information indicates the probability of the accuracy of the generated information. It may be configured to be displayed.

In addition, it is preferable that the probability indication regarding the recognition accuracy is continuously applied even when abnormal state information generated based on any one pattern information consistently corresponds to the abnormal state of the livestock.

In addition, as shown in Figure 1, livestock specification management system based on livestock knowledge information according to the present invention is characterized in that it comprises at least one user terminal 160 that can query the abnormal state information .

The user terminal 160 may store, input, output, and display information such as a computer, a smartphone, etc. provided to a user who wants to refrain livestock using the specification management system, or the like possessed by a user. As a device capable of transmitting and receiving information, an environment capable of receiving, storing and displaying current location information and current status information transmitted from the individual information collecting unit 100, and transmitting from the livestock information collecting unit 110. It is possible to receive and store the information, and to receive and display the current location information, current status information, environmental information, lifetime information, specification management schedule information stored in the information storage unit 130, livestock information and lifetime It is possible to receive and display the management schedule for each livestock according to the information for each period, the abnormality transmitted from the abnormal state information generation unit 140 It receives the status information can be stored and displayed.

Therefore, a user possessing the user terminal 160 needs the current location information, the current status information, the environment information, the livestock information, the abnormal condition recognition information, the life time information, and the specification management schedule information. According to the management schedule, it can be inquired immediately, individual management of each livestock according to the management schedule, and upon receipt of abnormal status information, it can be recognized and take action on the livestock with a problem and control the environment in the livestock house. This ensures that an environment suitable for livestock specifications is maintained.

In addition, since the user terminal 160 has an input function, the user terminal 160 can be used as a means for the user to input livestock information on the birth, conception, and delivery of the livestock, the life time-specific information and the abnormal state recognition information, and the like. Can be used as a means for inputting the characteristics, such as the characteristics of each animal, physical characteristics, etc., as a means for setting the individual information collection unit 100 and the barn information collection unit 110 to collect information in real time or periodically It can be used as a means for setting the information collection cycle.

In addition, as described above, when abnormal state information is generated based on the pattern information, the user checks the state of the livestock and inputs the presence or absence of an abnormal state through the user terminal 160, thereby generating the pattern generator ( In operation 150, the pattern information added to the abnormal state recognition information may be deleted or accumulated data regarding the recognition accuracy of occurrence of the abnormal state may be accumulated.

In addition, livestock specification management system based on livestock knowledge information according to the present invention can receive the current location information and current status information transmitted from the individual information collection unit 100, the livestock information collection unit 110 It is possible to receive the environmental information transmitted from the current location information, current status information, environmental information, life time information, specification management schedule information stored in the information storage unit 130, livestock information and life time information It is possible to receive a management schedule for each livestock according to, and may further comprise a livestock information integrated control system capable of receiving the abnormal status information transmitted from the abnormal status information generation unit 140, such livestock information integration The control system stores and analyzes the information to generate or vary improved lifetime information and / or abnormal state awareness information. It can be used in one study.

The above-described embodiments are provided by way of example so that the technical spirit of the present invention can be sufficiently delivered to those skilled in the art to which the present invention pertains. It is not limited and may be embodied in other forms.

Parts not related to the description are omitted in the drawings in order to clearly describe the present invention, in the drawings, the width, length, thickness, etc. of the components may be exaggerated or reduced for convenience.

Also, like reference numerals denote like elements throughout the specification.

100: object information collecting unit
110: barn information collector
120: specification management information generation unit
130: information storage unit
140: abnormal state information generation unit
150: pattern information generation unit
160: user terminal

Claims (7)

A unique series of livestock, which is mounted on each individual of the livestock in the barn, collects real-time or periodic collection of current status information about the current location of the livestock in the barn and any one or more of the temperature or activity of the livestock. At least one entity information collecting unit 100 transmitting the number together with the outside;
At least one barn information collecting unit 110 which collects and transmits environmental information, which is at least one of temperature and humidity, carbon dioxide concentration, ammonia concentration, dust amount, illuminance and noise, in real time or periodically to the outside of the barn;
Feed based on the age, age, physiological and biological characteristics of the livestock, based on livestock information, including the type, sex, date of birth, conception and delivery date of the livestock, and information on the life span of the period of birth, conception and postpartum. Specification management information generation unit 120 including information, salary amount information, disease management information, vaccination information, conception management information, delivery management information, and generating specification management schedule information for animal specification;
The information storage unit 130 stores the current location information, the current status information, the environment information, the livestock information, the life time information, the specification management schedule information and abnormal status recognition information for recognizing the abnormal status of the livestock ;
On the basis of the current location information, the current status information, the environment information and the abnormal condition recognition information of the livestock, including disease occurrence information, delivery impending information, stress information, death information, inability to stand information and theft information of the livestock Generates and transmits abnormal condition information of livestock to the outside, and includes inside and outside the housing, such as temperature and humidity above or below the reference range, carbon dioxide concentration above the reference value, ammonia concentration above the reference value, dust amount above the reference value, abnormal illuminance, and noise above the reference range. An abnormal state information generating unit 140 which generates abnormal state information and transmits the abnormal state information to the outside;
The purpose of increasing the probability of accurately identifying the abnormal condition of the livestock based on the current position information, current status information, livestock information, life time information and specification management schedule information of the corresponding livestock collected when the abnormal state information is generated A pattern information generator configured to generate pattern information generated in addition to the abnormal state recognition information and to display a probability regarding the recognition accuracy of occurrence of the abnormal state on the abnormal state information generated based on the pattern information in which the error is found ( 150);
The abnormal state information including or not including the probability of recognition accuracy can be inquired, and the current location information, the current state information, the environment information, the life time information, and the specification management schedule information can be further inquired. One or more user terminals 160;
It is possible to receive the current location information and the current state information transmitted from the individual information collection unit 100, the environment information transmitted from the livestock house information collection unit 110, can be received, and stored in the information storage unit 130 It is possible to receive the current location information, current status information, environmental information, life time information, specification management schedule information, and can receive the management schedule for each livestock according to the livestock information and life time information, generating the abnormal state information Livestock information integrated control system (not shown) capable of receiving abnormal state information transmitted from the unit 140; Consists of including
The individual information collecting unit 100,
Including a position sensor to detect the current position of the livestock,
It comprises one or more of a body temperature sensor for measuring the body temperature of the livestock or activity meter for measuring the activity of the livestock,
The barn information collecting unit 110,
Temperature and humidity sensor to measure temperature and humidity inside the house, CO2 sensor to measure carbon dioxide concentration inside the house, Ammonia sensor to measure ammonia concentration inside the house, Dust sensor to measure the amount of dust inside the house, Illumination inside the house It comprises one or more of the illumination sensor for measuring the noise and the noise sensor for measuring the noise inside the barn,
The pattern information generator 150
If abnormal state information is generated based on the pattern information, but no abnormality is found in the condition of the livestock, cumulative data on the recognition accuracy of occurrence of the abnormal state is accumulated and generated based on the pattern information in which the error is found. Configured to display the probability regarding the recognition accuracy of the occurrence of the abnormal state in the abnormal state information,
The user terminal 160 is
Among the abnormal state information automatically displayed when an abnormal state occurs, the abnormal state information generated by the abnormal state recognition information is not displayed with probability about the accuracy of the generated information, and the generated information is included in the abnormal state information generated by the pattern information. Livestock specification management system based on livestock knowledge information, characterized in that configured to display the probability about the accuracy of.
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