KR20230099367A - Real-time active control type poultry house environment control system based on artificial intelligence - Google Patents

Abstract

The present invention is an artificial intelligence-based real-time active control type poultry house environment control system that allows the poultry house environment to be optimized by individually actively controlling means capable of controlling the poultry house environment in accordance with the environment of the poultry house based on artificial intelligence in real time. As for
An artificial intelligence-based real-time active control type poultry house environment control system according to an embodiment of the present invention includes one or more poultry houses; a plurality of environment sensing means capable of sensing a breeding environment of the poultry house in each of the poultry houses; a plurality of environment control means capable of controlling a breeding environment in each poultry house; Each of the environment control means while learning based on the poultry house breeding environment data transmitted by the plurality of environment detection means, including an artificial intelligence unit, interlocked with the plurality of environment detection means and the plurality of environment control means, respectively. It may be configured to include a breeding management server that individually controls the poultry farm in real time to optimally adjust the breeding environment.

Description

Real-time active control type poultry house environment control system based on artificial intelligence}

The present invention relates to a poultry house environment control system, and in particular, AI-based artificial intelligence that enables the poultry house environment to be optimized by individually actively controlling means capable of controlling the poultry house environment in real time in accordance with the poultry house environment based on artificial intelligence. It relates to a real-time active control type poultry farm environment control system based on the present invention.

Conventionally, a system for controlling the environment in the poultry house through a ventilation fan, etc. according to temperature, humidity, carbon dioxide, and ammonia gas concentration has been developed, but since the ventilation fan, etc. are not individually controlled but operated in groups, detailed environmental control is not performed. couldn't

For this reason, there is a disadvantage in that the environment in the poultry house is uneven and cannot easily cope with changes in the state of poultry, and the development of an environment control system to improve this has been required.

As a conventional poultry house environment control system, Korea Patent Publication No. 10-2009-0011716 'a cage environment control system' is disclosed.

The present invention is proposed to solve the above-mentioned problems, and artificial intelligence-based means that can control the poultry house environment according to the poultry house environment are individually actively controlled in real time so that the poultry house environment can reach the optimum. One purpose is to provide an intelligence-based real-time active control type poultry house environmental control system.

An artificial intelligence-based real-time active control type poultry house environment control system for solving the above problems includes one or more poultry houses; a plurality of environment sensing means capable of sensing a breeding environment of the poultry house in each of the poultry houses; a plurality of environment control means capable of controlling a breeding environment in each poultry house; The plurality of environment sensing means and each environment control means while learning based on the poultry breeding environment data transmitted by the plurality of environment detection means, including an artificial intelligence unit, interlocked with each of the plurality of environment detection means and the plurality of environment control means. It may be configured to include a breeding management server that individually controls the poultry farm in real time to optimally adjust the breeding environment.

Here, the plurality of environment sensing means may be composed of a combination of two or more of weight sensing means, temperature sensing means, humidity sensing means, carbon dioxide sensing means, ammonia sensing means, and fine dust sensing means.

In addition, the plurality of environment control means may include an outside air cooling device configured to include a cooling pad having a cooling water flow pipe therein, and an outside air supply door through which air to pass through the cooling pad is introduced from the outside of the poultry house; A plurality of euro fans installed on the wall or ceiling of the poultry house and individually controlled by the breeding management server to circulate air and air in the poultry house; a plurality of air inlets installed to correspond to the plurality of flow path fans, respectively, and adjusting to open or close the corresponding flow path fans; It may be composed of a combination of two or more of a heater for raising the temperature inside the poultry house and a feeding/water supply means for supplying feeding and water to the poultry house.

On the other hand, the breeding management server receives the habits of the poultry identified through the artificial intelligence unit, determines the optimal placement location for each of the plurality of environmental control means according to the identified habits of the poultry, and guides the information to the manager terminal It may be configured to further include an environment control means arrangement position guidance unit.

In addition, the breeding management server is configured to receive or collect the costs incurred by individual items related to the operation of the poultry farm, calculate the costs incurred by breeding, and collect big data on the market price of poultry in real time, It may be configured to further include a point-of-sale information unit for determining when the market price is formed at an optimal market price compared to costs incurred in breeding and guiding the information to a manager terminal.

The artificial intelligence-based real-time active control type poultry farm environment control system according to an embodiment of the present invention can exhibit effects such as improving quality of poultry, improving production structure, reducing costs, and increasing profits through optimization of the breeding environment of the poultry farm.

In addition, the artificial intelligence-based real-time active control type poultry farm environment control system according to an embodiment of the present invention, the effects according to the above-mentioned embodiment of the present invention are not limited to the description, and all effects predictable from the specification and drawings may further include.

1 is a schematic configuration diagram of an AI-based real-time active control type poultry farm environment control system according to an embodiment of the present invention.
FIG. 2 is a detailed view of an environment sensing unit, which is a component of the AI-based real-time active control type poultry farm environment control system of FIG. 1 .
FIG. 3 is a detailed view of an environment control unit, which is a component of the AI-based real-time active control type poultry farm environment control system of FIG. 1 .
FIG. 4 is a relationship diagram of components related to an environment control means arrangement position guidance unit configured according to an embodiment of the present invention.
5 is a relationship diagram of components related to a point of sale information unit configured according to an embodiment of the present invention.

Hereinafter, the description of the present invention with reference to the drawings is not limited to specific embodiments, and various transformations may be applied and various embodiments may be applied. In addition, the content described below should be understood to include all conversions, equivalents, or substitutes included in the spirit and scope of the present invention.

In the following description, terms such as first and second are terms used to describe various components, and are not limited in meaning per se, and are used only for the purpose of distinguishing one component from another.

Like reference numbers used throughout this specification indicate like elements.

Singular expressions used in the present invention include plural expressions unless the context clearly dictates otherwise. In addition, terms such as "include", "include" or "have" described below are intended to designate that features, numbers, steps, operations, components, parts, or combinations thereof described in the specification exist. should be construed, and understood not to preclude the possibility of the presence or addition of one or more other features, numbers, steps, operations, components, parts, or combinations thereof.

In addition, terms such as “…unit”, “…unit”, and “…module” described in the specification mean a unit that processes at least one function or operation, which may be implemented by hardware or software or a combination of hardware and software. can

Hereinafter, an artificial intelligence-based real-time active control type poultry farm environment control system according to an embodiment of the present invention will be described in detail with reference to the accompanying drawings.

1 is a schematic configuration diagram of an artificial intelligence-based real-time active control type poultry house environment control system according to an embodiment of the present invention, and FIG. 2 is a component of the artificial intelligence-based real-time active control type poultry house environment control system of FIG. 3 is a detailed view of the environment control means, which is one component of the real-time active control type poultry farm environment control system based on artificial intelligence of FIG. 1 .

1 to 3, the AI-based real-time active control type poultry house environment control system 1 according to an embodiment of the present invention includes a poultry house 10, a plurality of environment sensing means 20, a plurality of It may be configured to include an environment control unit 30 and a rearing management server 40.

Specifically, the poultry house 10 is a space for breeding poultry, and it may be provided with only one poultry house 10, but preferably, a plurality of poultry houses 10 are provided to breed separately for each cycle or separately for each poultry.

The plurality of environment sensing means 20 are means installed to detect the poultry breeding environment in each poultry house 10, wherein the plurality of environment sensing means 20 include a weight sensing means 21 and a temperature sensing means (22), humidity sensing means 23, carbon dioxide sensing means 24, ammonia sensing means 25, may be composed of a combination of two or more of the fine dust sensing means (26).

Here, the plurality of environment sensing means 20 are illustrated as being all included in FIG. 2 for better understanding, but it is irrelevant as long as they are composed of only a combination of two or more, but preferably all are included as shown in the drawing.

In addition, among the plurality of environment sensing means 20, a temperature sensing means 22, a humidity sensing means 23, a carbon dioxide sensing means 24, ammonia sensing means 25, and fine dust excluding the weight sensing means 21 The monitoring means 26 may be formed in the form of a sensor, and the remaining weight sensing means 21 may be formed in the form of an instrument. In the case of the weight sensing means 21, a haptic motor (not shown) is used to measure the weight of many poultry. ) to generate vibration at regular intervals.

The plurality of environment control means 30 are means installed to control the poultry breeding environment in each poultry house, and the plurality of environment control means 30 include an outside air cooling device 31, a flow fan 32, an air inlet (33), a heater 34, and feeding/water supply means 35 may be configured in a combination of two or more.

In Figure 3, it is shown as including all of the above-described configurations to aid understanding, but is not limited thereto, and as described above, it is irrelevant as long as it is composed of a combination of two or more of them.

Here, the outdoor air cooling device 31 includes a cooling pad 31a having a cooling water flow pipe (not shown) therein, and an outdoor air supply door 31b that introduces air to pass through the cooling pad 31a from the outside of the poultry house. It can be configured to include.

More specifically, the outdoor air cooling device 31 is installed on the wall or ceiling of the poultry house and can be used when cooling air inside the poultry house or ventilation is required. If only ventilation is required, the outside air supply door 31b If the outside air is hot when the outside air supply door 31b is open, the cooling water flows through the cooling water flow pipe (not shown) formed inside the cooling pad 31a to cool the outside air and supply it to the inside of the poultry house can be made

Preferably, a plurality of these outdoor air cooling devices 31 may be installed, and in the case of a plurality of installations, they may be configured to be individually controlled by breeding management servers 40 to be described later.

The euro fan 32 may be installed on the wall or ceiling of the poultry house, and may be operated to circulate the outside air and the inside of the poultry house while rotating by a motor. That is, the euro fan 32 is a device for forcibly circulating the inside of the poultry house, and preferably may be provided in plural, and when provided in plural, they may be individually controlled by the breeding management server 40.

The euro fan 32 may be provided as an individual type installed at a predetermined interval along the wall or ceiling of the poultry house, but on the other hand, it may be provided in a tunnel type formed by being collectively installed on one side of the wall or ceiling of the poultry house, , The installation form of the euro fan 32 described above may vary depending on the environment of the poultry house.

The air inlet 33 is installed to correspond to the aforementioned euro fan 32, and when a plurality of euro fans 32 are installed, it can be installed to correspond to each of the euro fans 32 1:1. At this time, the air inlet 33 can be adjusted to open or close the flow path fan at the place where it is installed. there is.

On the other hand, the air inlet 33 may be opened even when the euro fan 32 is not in operation to perform natural ventilation, and when provided in plurality like the outdoor air cooling device 31 and the euro fan 32, each will be described later. It can be individually controlled by the rearing management server 40.

The heater 34 is a means for forcibly supplying heat to raise the temperature inside the poultry house, and preferably may be composed of an air heater that generates heat with a heating wire and expands the generated heat to air. A plurality of heaters 34 may also be provided in one poultry house 10 like the above-described configurations, and when a plurality of heaters 34 are provided, they may be individually controlled by the breeding management server 40.

The feeding and water supply means 35 is a means configured to supply feed and water to the poultry house, and they may also be provided in one or more, and when provided in plurality, each is individually controlled by the breeding management server 40 It can be.

Among the above-mentioned devices, the euro fan 32, the heater 34, and the feed/water supply means 35 each have a variable length (not shown) and an angle adjusting means (not shown) to adjust the position and angle. This may be possible, which allows finer control of the environment inside the poultry house.

On the other hand, the rearing management server 40 may interwork with the plurality of environment sensing means 20 and the plurality of environment control means 30, respectively. In addition, the breeding management server 40 may include an artificial intelligence unit 41.

Through this, the breeding management server 40 can receive poultry farm breeding environment data by the plurality of environment detection means 20, and learn based on the poultry farm breeding environment data transmitted through the artificial intelligence unit 41. While doing so, it is possible to optimally adjust the poultry house breeding environment by individually controlling each environment control unit 30 in real time.

In this case, the individual control of each environment control means 30 may mean individually controlling all the environment control means 30 configured when each environment control means 30 is plural. For example, if there are 10 heaters 34 and 10 euro fans 32, each of the 10 heaters and 10 euro fans 32 can be individually controlled, that is, 20 environment control means 30 can be individually controlled. means you can

More specifically, the artificial intelligence unit 41 receives the rearing environment data detected by the plurality of environment sensing means 20, and transmits the rearing environment data to each layer of the artificial neural network configured in the artificial intelligence unit 41. ), it is possible to extract a control value capable of controlling a plurality of environmental control means 30. In this process, the control value extracted in the process is compared with the comparison group and applied as a weight to the artificial neural network so that the control value is poultry It can learn to optimize its environment.

The poultry house 10 controlled by the artificial intelligence unit 41 optimizes the breeding environment of poultry, so that the quality of the poultry can be further improved and the breeding cost can be efficiently improved.

Meanwhile, the AI-based real-time active control type poultry farm environment control system 1 according to an embodiment of the present invention may further include a configuration capable of improving the quality of poultry and the breeding environment. This will be described with reference to FIGS. 4 and 5 .

FIG. 4 is a relationship diagram of components related to an environment control means arrangement position guidance unit configured according to an embodiment of the present invention.

Referring first to FIG. 4 , the rearing management server 40 may further include an environment control means arrangement location guidance unit 42 .

The environment control means disposition guide unit 42 may receive the behavior of poultry identified through the artificial intelligence unit 41 . To this end, the plurality of environment detecting means 20 may include a camera 27, and the artificial intelligence unit 41 may receive an image captured by the camera 27 and grasp the behavior of the poultry. For example, if a place where a lot of poultry is gathered in an image taken by the camera 27 is identified, the environment such as temperature or humidity of the corresponding part is measured, and the correlation is analyzed to determine the poultry's habit. .

The environment control means arrangement location information unit 42 interlocks with the manager terminal 50 possessed by the manager managing the poultry house, and provides a plurality of environment control means ( 30) It may be configured to guide the manager terminal 50 after figuring out the optimal arrangement position for each.

For example, when the artificial intelligence unit 41 determines that poultry likes a place with high temperature and low humidity, and transmits the information to the environment control means placement location guidance unit 42, the environment control means placement location guidance unit (42) seeks an optimal arrangement structure capable of increasing the temperature and lowering the humidity, and when the result is obtained, it is guided to the manager terminal 50.

Through this, the manager possessing the manager terminal 50 can change the structure of the current poultry house, if possible, or reflect it when building the next poultry house so that the environment can be optimized for the poultry.

5 is a relationship diagram of components related to a point of sale information unit configured according to an embodiment of the present invention.

Referring to FIG. 5 , the breeding management server 40 may further include a point of sale information unit 43 .

Specifically, the point-of-sale information unit 43 may receive input or collect costs incurred for individual items related to the operation of the poultry house 10 to calculate breeding costs. For example, costs such as feed costs, water supply costs, and electricity costs used in the operation of the poultry house 10 are directly input from a manager or collected from a means that can measure them to calculate and derive costs incurred in breeding.

In addition, the point-of-sale guidance unit 43 may be configured to collect big data on the market price in real time by being connected to a network capable of grasping the market price of poultry.

Through this, the point-of-sale information unit 43 can determine the point in time when the market price is optimal compared to the cost of raising poultry by using the calculated breeding costs and market price data of poultry, and sends it to the manager terminal ( 50). Accordingly, managers operating poultry farms can make profits more efficiently.

The artificial intelligence-based real-time active control type poultry house environment control system 1 according to an embodiment of the present invention configured as described above improves poultry quality, improves production structure, reduces costs, and increases profits through optimization of the breeding environment of the poultry house. etc. can be shown.

Although the embodiments of the present invention have been described with reference to the accompanying drawings, those skilled in the art can implement them in other specific forms without changing the technical spirit or essential features of the present invention. you will be able to understand Therefore, the embodiments described above are illustrative in all respects and are not restrictive.

1: AI-based real-time active control type poultry farm environment control system
10 : poultry house
20: environment detection means
21: weight sensing means
22: temperature sensing means
23: Humidity sensing means
24: carbon dioxide sensing means
25: ammonia detection means
26: fine dust detection means
27 : camera
30: environment control means
31: outdoor cooling device
31a: cooling pad
31b: outside air supply door
32 : Eurofan
33: air inlet
34: heater
35: Feeding and water supply means
40: breeding management server
41: Artificial intelligence department
42: environmental control means arrangement position guidance unit
43: point of sale guide
50: administrator terminal

Claims (5)

one or more poultry houses;
a plurality of environment sensing means capable of sensing a breeding environment of the poultry house in each of the poultry houses;
a plurality of environment control means capable of controlling a breeding environment in each poultry house;
The plurality of environment sensing means and each environment control means while learning based on the poultry breeding environment data transmitted by the plurality of environment detection means, including an artificial intelligence unit, interlocked with each of the plurality of environment detection means and the plurality of environment control means. An artificial intelligence-based real-time active control type poultry farm environment control system that includes a breeding management server that optimally adjusts the poultry farm environment by individually controlling the animals in real time.
According to claim 1,
The plurality of environment sensing means,
An artificial intelligence-based real-time active control type poultry house environment control system, characterized in that it consists of a combination of two or more of weight sensing means, temperature sensing means, humidity sensing means, carbon dioxide sensing means, ammonia sensing means, and fine dust sensing means.
According to claim 1,
The plurality of environment control means,
An outdoor air cooling device comprising a cooling pad having a cooling water flow pipe therein, and an outdoor air supply door through which air to pass through the cooling pad is introduced from the outside of the poultry house;
A plurality of euro fans installed on the wall or ceiling of the poultry house and individually controlled by the breeding management server to circulate air and air in the poultry house;
a plurality of air inlets installed to correspond to the plurality of flow passage fans and adjusting to open or close the corresponding flow passage fans;
A heater that increases the temperature inside the poultry house and
An artificial intelligence-based real-time active control type poultry farm environment control system, characterized in that it consists of a combination of two or more of the feeding and water supply means for supplying poultry feeding and water.
According to claim 1,
The breeding management server,
An environment control means placement guide unit that receives the poultry's habits identified through the artificial intelligence unit, determines optimal placement positions for each of the plurality of environment control means according to the identified poultry habits, and guides them to a manager terminal A real-time active control type poultry house environmental control system based on artificial intelligence that further includes.
According to claim 1,
The breeding management server,
It is configured to receive or collect the costs incurred by individual items related to the operation of the poultry farm, calculate the costs incurred in breeding, and collect big data on the market price of poultry in real time, so that the optimal market price compared to the costs incurred in breeding the poultry An artificial intelligence-based real-time active control type poultry farm environment control system further comprising a point-of-sale information unit for determining the time when it is formed and guiding it to a manager terminal.

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