KR101784822B1 - System and method for managing growth environment on air-house based on big-data - Google Patents

Abstract

A Big Data Based Air House Growth Environment Control System and Method Thereof. The big data-based air house growth environment control system includes a pressure sensor unit for measuring a first air pressure in an inner membrane of the air house and a second air pressure of an outer membrane between the inner membrane and the outer membrane, And a second target air pressure in the inner film or a second target air pressure in the outer film on the basis of the sensing data sensed by the pressure sensor unit and the vapor sensor unit, And a control system for outputting a control signal corresponding to at least one of the target air pressure and the second target air pressure to a pressure regulating device provided in the air house.

Description

BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to an air-

The present invention relates to a Big Data based air house growth environment control system and method. More particularly, the present invention relates to a system capable of providing a growth environment capable of obtaining a growth rate as high as possible through an air house by analyzing a growth environment in which crops growing in the inner space of an air house can grow well, It is about the method.

Most of the greenhouses used in facility crops are built with steel pillars, covering vinyl, or using glass to create a greenhouse environment. However, this method is very vulnerable not only to internal environmental control but also to weathering external environment such as heavy snow and strong winds.

An air house for solving such a problem has been known. An example of the air house is known from Korean Patent Laid-open Publication No. 10-2014-0133379 (automatic control device of air-filled type vinyl house), Korea Patent Publication (10-2015-0039244, Air Dom House)

Unlike conventional greenhouses or glasshouses, airhouses, as is well known in the art, pierce the floor of each floor of the air house at a depth of about 1 meter, burnt vinyls, nettings and ropes, An air circulation system may be provided in which air is introduced into an inner space of a house by operating a blowing device provided at one side and air is blown into an air supply device provided at another side.

Therefore, it is possible to build a soccer field-sized air house without restriction on the size of any place or area because it can be built without holding in the inner space, and it is possible to control the size of the entrance door so that large trucks and farming machines can enter and exit, Mechanized farming is possible.

Such an air house has important functions, such as blowing and / or venting, but conventionally these devices are merely used to maintain structural features.

However, the blowing device and / or the ventilating device have an important function of regulating the pressure of the air buffer formed in the inner space of the house and the outside of the inner space, and also affect the growth environment of the crops grown in the air house So that it is necessary to be able to maintain a growth environment in which the crop can grow well within a range that can maintain the structural shape of the air house.

Therefore, a technical idea is required to provide a growth environment to the air house that can attain such a high growth rate.

Korean Patent (10-2014-0133379, automatic control device of air-filled vinyl house) Korean Patent (10-2015-0039244, Airdome House)

SUMMARY OF THE INVENTION It is an object of the present invention to provide a system and method for controlling the growth environment of an air house to maintain a growth environment in which crops in an air house can grow well.

And more particularly, to a system and method for positively utilizing a pressure regulating device capable of maintaining an internal space of an air house and an air buffer in the maintenance of a growth environment.

The present invention also provides a system and method for intelligently adjusting the growth environment of an air house using a data-based data analysis technique.

According to an aspect of the present invention, a growth environment control system for controlling an air house includes a pressure sensor unit for measuring a first air pressure in an inner film of the air house and a second air pressure of an outer film between the inner film and the outer film, A gas sensor unit for acquiring external vapor phase information of the air house, and a control unit for controlling the first target air pressure in the inner film or the second target air pressure in the outer film based on the sensing data sensed by the pressure sensor unit and the vapor sensor unit, And a control system for outputting a control signal corresponding to at least one of the calculated first target air pressure or the second target air pressure to a pressure regulating device provided in the air house.

Wherein the big data based air house growth environment control system further comprises an internal space sensor unit for measuring at least one of the temperature or the humidity of the internal space in the inner film of the air house, The first target air pressure or the second target air pressure can be calculated further based on the data obtained from the first target air pressure and the second target air pressure.

The control system includes a growth environment calculation module for calculating the target growth environment data including the first target air pressure or the second target air pressure based on the received sensing data, And a device control module for generating a control signal for controlling the growth control device of the air house and outputting the control signal to the growth control device.

The growth environment calculation module may include a DB storing a plurality of past first pneumatic pressure, past second pneumatic pressure, past weather data and corresponding past growth result data for each type of crop, and information stored in the DB And a calculation module that calculates the first target air pressure or the second target air pressure corresponding to the gas-phase sensing data sensed by the gas sensor unit based on the first target air pressure and the second target air pressure.

The DB may further store past internal spatial data, and the calculating module may calculate target internal spatial data based on current internal spatial data sensed by the internal spatial sensor unit.

The calculation module performs data mining using past growth environment data including past first air pressure, past second air pressure, and past weather data, and past past growth result data stored in the DB Calculating a correlation between each of the growth result data and the growth environment data based on the result of the calculation, and calculating the target growth environment data based on the calculated correlation.

In order to overcome the above technical problems, a big data-based air house growth environment control system is characterized in that the prior growth environment data of the air house for a particular crop, the growth environment data, comprises a first air pressure in the inner membrane of the air house, Air pressure, and meteorological data, and optionally further includes internal spatial data of the interior space of the air house; and a database storing past growth result data, based on the data stored in the DB and the current growth environment data A device control module for generating a control signal for controlling the growth control device of the air house based on a result calculated by the calculation module and outputting the control signal to the growth control device, .

The calculation module performs data mining using the past growth environment data stored in the DB and the past growth result data corresponding to the past growth environment data, and calculates a correlation between each of the growth result data and the growth environment data And the target growth environment data is calculated on the basis of the calculated correlation.

In order to achieve the above object, there is provided a growth environment control method for controlling an air house, wherein a big data-based air house growth environment control system is a system for managing the growth environment data of the air house for a specific crop, A first air pressure in the inner membrane, a second air pressure in the outer membrane, and vapor phase data, and optionally further comprising internal spatial data of the air house interior space; and storing past growth result data, And a control device for generating a control signal for controlling the growth control device of the air house based on the calculated result, wherein the growth control device comprises: And a pressure regulating device for regulating the air pressure or the second air pressure. And a step of.

The step of calculating the target growth environment data based on the stored data and the current growth environment data may include performing data mining using the past growth environment data and previous growth result data corresponding thereto, Calculating a correlation between each of the growth result data and the growth environment data on the basis of the calculated growth environment data, and calculating the target growth environment data based on the calculated correlation.

According to another aspect of the present invention, there is provided a computer program installed in a data processing apparatus and stored in a recording medium for performing the above-described method.

According to another aspect of the present invention there is provided a Big Data Based Air House Growth Environment Control System comprising a processor and a memory for storing a computer program executed by the processor, , It is possible to perform the above-described method.

According to the embodiment of the present invention, there is an effect that the growth environment inside the air house can be efficiently maintained.

In particular, the pressure regulating device is used not only to maintain the structural shape of the air house but also to adaptively adjust the pressure of the internal space and the air buffer so as to assist the growth environment of the crop within the range of maintaining the structural shape of the air house It is possible to obtain a higher crop growth effect.

In addition, a variety of growth environment factors affecting the growth of crops are analyzed through a big data analysis technique, and a variety of growth regulating devices as well as pressure control means are controlled, It has the effect of allowing the stone to remain.

BRIEF DESCRIPTION OF THE DRAWINGS A brief description of each drawing is provided to more fully understand the drawings recited in the description of the invention.
1 is a schematic view for explaining an air house according to an embodiment of the present invention.
2 is a diagram showing a schematic system configuration of a big data-based air house growth environment control system according to an embodiment of the present invention.
3 is a diagram showing a schematic configuration of a control system included in a big data-based air house growth environment control system according to an embodiment of the present invention.
4 is a diagram for explaining an embodiment of a DB used for analyzing a correlation between growth environment data and a growth result according to an embodiment of the present invention.
FIG. 5 is a data flow diagram of a method of adjusting a big data-based air house growth environment according to an embodiment of the present invention.

BRIEF DESCRIPTION OF THE DRAWINGS The present invention is capable of various modifications and various embodiments, and specific embodiments are illustrated in the drawings and described in detail in the detailed description. It is to be understood, however, that the invention is not to be limited to the specific embodiments, but includes all modifications, equivalents, and alternatives falling within the spirit and scope of the invention. DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS Hereinafter, the present invention will be described in detail with reference to the accompanying drawings.

The terms first, second, etc. may be used to describe various components, but the components should not be limited by the terms. The terms are used only for the purpose of distinguishing one component from another.

The terminology used in this application is used only to describe a specific embodiment and is not intended to limit the invention. The singular expressions include plural expressions unless the context clearly dictates otherwise.

In this specification, the terms "comprises" or "having" and the like refer to the presence of stated features, integers, steps, operations, elements, components, or combinations thereof, But do not preclude the presence or addition of features, numbers, steps, operations, components, parts, or combinations thereof.

Also, in this specification, when any one element 'transmits' data to another element, the element may transmit the data directly to the other element, or may be transmitted through at least one other element And may transmit the data to the other component. Conversely, when one element 'directly transmits' data to another element, it means that the data is transmitted to the other element without passing through another element in the element.

Hereinafter, the present invention will be described in detail with reference to the embodiments of the present invention with reference to the accompanying drawings. Like reference symbols in the drawings denote like elements.

1 is a schematic view for explaining an air house according to an embodiment of the present invention.

Fig. 1 exemplarily shows an air house 1 according to an embodiment of the present invention. FIG. 1 exemplarily shows only the configurations necessary to explain the technical idea of the present invention, and it goes without saying that specific configurations for maintaining / managing the air house 1 may be further required. Such configurations are well known in the prior art as well as various conventional techniques. Therefore, the present invention will be described with reference to configurations that are directly required to understand the technical idea of the present invention.

The air house 1 may be provided with an internal space 10 and an air buffer 20. To this end, the air house 1 has an inner film 30 and an outer film 31.

The air pressure (or pressure) of the internal space 10 and the air buffer 20 can be adjusted by the pressure regulating devices 50 and 51, respectively.

The pressure regulating device may include a ventilator 50 for injecting air into the inner space 10 and a ventilator 51 for discharging the air injected into the inner space 10 to the outside. Also, for the air buffer 20, an air blowing device and an air blowing device may be provided. The pressure regulating device regulates the amount of air injected into the internal space 10 or the air buffer 20 and / or the air pressure of the air, or adjusts the amount and / / Or the second air pressure.

The pressure regulating device of the internal space 10 and the air buffer 20 may be the same according to the embodiment and the pressure regulating device for the internal space 10 and the pressure A regulating device may be separately provided.

The air house 1 may be provided with various sensor units 30, 40, and 50 for realizing the technical idea of the present invention.

The pressure sensor units 30 and 31 are connected to the pressure sensor 30 for measuring the air pressure in the inner film 21 of the air house 1 and the air pressure in the air buffer 20, (Or a pressure externally applied to the inside of the outer membrane 22). The pressure sensor units 30 and 31 may be attached at predetermined positions capable of measuring the first air pressure and the second air pressure.

The gas sensor unit 50 may include at least one sensor for sensing the gas-phase data outside the air house 1. The weather data can be sensed from sensors capable of sensing weather, wind direction, wind speed, and the like. Depending on the embodiment, predetermined image capturing means (e.g., a camera, etc.) may be included in the weather sensor section 50. [

The reason why the weather sensor unit 50 is provided is that the internal space 10 is provided by the pressure regulating devices 50 and 51 even if the internal space of the air house 1 is not directly affected by the external air Since there is a significant correlation between the external vapor phase and the growth environment of the internal space 10 because the air is circulated. The correlation between the external gas phase and the growth environment of the internal space 10 may be a correlation between the first air pressure of the internal space 10 and / or the second air pressure of the air buffer 20 and the external gas. have. That is, how to adjust the first air pressure may be closely related to the air circulation of the internal space 10, and the first air pressure may also be closely related to the second air pressure.

Therefore, it is possible to collect a large number of data on the weather data sensed by the weather sensor unit 50, the first air pressure, the second air pressure, and the result of the growth at this time, By deriving a meaningful correlation with the data, the technical idea of the present invention can adaptively adjust the first air pressure and / or the second air pressure according to the weather data.

In addition, the air house 1 may further include an internal space sensor unit 40.

The internal space sensor unit 40 may collect internal space sensing data including temperature, humidity, illuminance, and the like of the internal space 10. For this purpose, the internal space sensor unit 40 may include a temperature sensor, a humidity sensor, an illuminance sensor, and the like.

It is needless to say that the data sensed by the internal space sensor unit 40 may directly affect the growth of crops. However, according to the technical idea of the present invention, the correlation between the internal space sensing data sensed by the internal space sensor unit 40 and the first air pressure, the second air pressure, and / Can be analyzed by the same analysis.

Growth result data showing the growth results are represented by various types of fixed or irregular data such as growth rate, growth size of a certain period, evaluation data of pulp such as sugar content of pulp in case of pulp, and color of crop, depending on the type of crop . Such growth result data may be automatically sensed in a predetermined manner or may be manually measured and evaluated by a crop grower.

As a result, the technical idea of the present invention is that the first air pressure of the inner space 10, which is conventionally regulated by the pressure regulating devices 50 and 51, which functions to maintain the structural shape of the air house 1, Since the second air pressure of the first air pressure sensor 20 may affect the growth environment of the crop, the first air pressure and the second air pressure may be different from each other in the growth environment data (for example, the external weather data sensed by the gas sensor unit 50, And the internal space sensing data sensed by the sensor unit 40), so that the growth environment of the crop can be maintained at the highest or relatively high level.

Thus, in the prior art, the pressure regulating devices 50 and 51 have been controlled to maintain / manage the structural shape of the air house 1, but in the technical aspect of the present invention, within the range in which the structural shape of the air house 1 is maintained And may be controlled to affect the growth environment of the crop.

In order to adjust the first air pressure and the second air pressure, a control system 100 may be provided as shown in FIG. The control system 100 can directly or indirectly control the pressure regulating devices 50 and 51 provided in the air house 1. [ The air house 1 may be provided with various growth environment adjusting devices (for example, a temperature adjusting device, a humidity adjusting device, a lighting adjusting device, etc.) in addition to the pressure adjusting devices 50 and 51, May also be controlled by the control system (100).

The configurations for this will be described with reference to FIG.

2 is a diagram showing a schematic system configuration of a big data-based air house growth environment control system according to an embodiment of the present invention.

Referring to FIG. 2, the Big Data Based Air House Growth Environment Control System may include a predetermined control system 100. The big data based air house growth environment control system may further include various sensor units (for example, 30, 40, 50, etc.) provided in the air house 1 as described above.

The control system 100 may communicate with the sensor unit (e.g., 30, 40, 50, etc.). For this purpose, a predetermined communication intermediary apparatus (for example, a wired / wireless intermediary apparatus 200) may be provided.

The communication mediator 200 performs communication (e.g., wireless communication such as Bluetooth or ZigBee) with the sensor unit (e.g., 30, 40, 50, etc.) And transmit the data to the control system 100. The control system 100 may be configured to receive data from the control system 100,

In addition, the communication mediator 200 may perform communication with a growth environment control device for controlling the growth environment of the air house 1. The communication mediation apparatus 200 may transmit a control signal received from the control system 100 to the growth environment control apparatus. The growth environment regulating device includes pressure regulating devices 50 and 51 and may be a device that can affect the growth environment of the inner space 10, such as other temperature regulating devices, humidity regulating devices, Device.

In addition, the control system 100 may communicate with the user 300 of the user (crop grower) to transmit and receive meaningful information for realizing the technical idea of the present invention. For example, the terminal 300 may transmit information that a user photographs or inputs by the user to the control system 100, and the control system 100 may use the transmitted information as meaningful information or data. For example, the control system 100 may automatically calculate the growth result data based on the image of the crop photographed by the terminal 300. Alternatively, the terminal 300 may directly or indirectly be connected to various devices (e.g., sugar content, toxicity, acidity, etc.) for measuring the condition of the crop to transmit data collected from the device to the control system 100. Alternatively, the control system 100 may automatically calculate the target growth environment data (e.g., the first air pressure, the second air pressure, the temperature of the internal space, the humidity, the illuminance, etc.) according to the technical idea of the present invention, And transmits the confirmation request signal to the terminal 300 in order to control the growth environment control device so as to correspond to the environmental data and actually controls the growth environment control device in response to the confirmation signal from the terminal 300 in response to the transmission It is possible.

Of course, the user may desire to control the growth environment control device at his own discretion, and in such a case, the user may also control the growth environment control device to the control system 100 using the terminal 300 Lt; RTI ID = 0.0 > a < / RTI > The control system 100 may then transmit a control signal corresponding to the received control signal to the growth environment control device via the communication mediation apparatus 200.

The schematic configuration of the control system 100 for implementing such a technical idea will be described with reference to FIG.

3 is a diagram showing a schematic configuration of a control system included in a big data-based air house growth environment control system according to an embodiment of the present invention.

Referring to FIG. 3, the control system 100 may include a growth environment calculation module 110 and a device control module 120. The growth environment calculation module 110 may include a calculation module 111 and a DB 112.

According to an embodiment of the present invention, some of the above-described components may not necessarily correspond to components necessary for implementation of the present invention. For example, the control system 100 may include more components than this. For example, the control system 100 may control the functions of other configurations (e.g., the growth environment calculation module 110, the device control module 120, etc.) included in the control system 100 and / And a control module (not shown) capable of controlling the control module.

The control system 100 may include hardware resources and / or software necessary to implement the technical idea of the present invention, and does not necessarily mean a single physical component or a single device . That is, the control system 100 may mean a logical combination of hardware and / or software provided to implement the technical idea of the present invention. If necessary, the control system 100 may be installed in a separate apparatus to perform respective functions And may be embodied as a set of logical structures for realizing the technical idea of the present invention. Also, the control system 100 may mean a set of configurations separately implemented for each function or role for implementing the technical idea of the present invention. For example, the growth environment calculation module 110 and / or the device control module 120 may be located in different physical devices, or may be located in the same physical device. Also, according to an embodiment, the combination of the software and / or hardware constituting each of the growth environment calculation module 110 and / or the device control module 120 may be located in different physical devices, The configurations may be organically coupled to each other to implement each of the modules.

In this specification, a module may mean a functional and structural combination of hardware for carrying out the technical idea of the present invention and software for driving the hardware. For example, the module may refer to a logical unit of a predetermined code and a hardware resource for executing the predetermined code, and it does not necessarily mean a physically connected code or a kind of hardware But can be easily deduced to the average expert in the field of the present invention.

The control system 100 calculates the first target air pressure in the inner film or the second target air pressure in the outer film based on the sensing data sensed by the pressure sensor units 30 and 31 and the gas sensor unit 50 can do. That is, the first target air pressure and / or the second target air pressure may be included in the target growth environment data calculated by the growth environment calculation module 110.

Then, the device control module 120 included in the control system 100 transmits a control signal corresponding to at least one of the calculated first target air pressure or the second target air pressure to the pressure control provided in the air house 10 Can be output to the devices (50, 51). The control signal is transmitted to the pressure regulating devices (50, 51) through the communication mediation apparatus (200), and the pressure regulating devices (50, 51) 1 target air pressure or to adjust the air buffer 20 to have the second target air pressure.

Therefore, the control system 100 can control at least one of the first pneumatic pressure and the second pneumatic pressure according to the gas-phase data to adaptively change the growth environment of the crop in the internal space 10. [

The growth environment calculation module 110 included in the control system 100 calculates the first target air pressure or the second target air pressure based on the data sensed by the internal space sensor unit 40 provided in the air house 1 The second target air pressure may be calculated. That is, it is possible to calculate the first air pressure, that is, the first target air pressure and / or the second target air pressure, which can further contribute to the growth of the crop, based on the weather data as well as the growth environment data corresponding to the inner space. Then, the device control module 120 may generate and output a control signal corresponding to the first target air pressure and / or the second target air pressure.

The growth environment calculation module 110 may calculate target growth environment data (for example, temperature, humidity, illuminance, etc.) that may affect the growth environment of the internal space 10 as well as the pressure regulating devices 50 and 51 ), And the device control module 120 can control the corresponding growth environment control device to correspond to the calculated target growth environment data.

The calculation module 111 included in the growth environment calculation module 110 can calculate the target growth environment data. The target growth environment data may include the first target air pressure and / or the second target air pressure as described above, and the target temperature, the target humidity, the target illuminance, and the like of the inner space 10 may be included according to the embodiment .

The calculation module 111 can calculate the target growth environment data based on the information stored in the DB 112. [ The calculation module 111 may include a predetermined engine for outputting the target growth environment data when the current growth environment data is input.

The engine can be constructed in various ways. For example, the engine may be constructed while changing any one of the growth environment data to a predetermined unit (or a numerical value) while confirming the growth results through experiments. However, in this case, the growth rate of the crops and the number of experiments can be considerable time and cost.

According to another embodiment, the engine can derive a meaningful correlation through a big data analysis technique using a plurality of past growth environment data and a corresponding growth result. A plurality of past growth environment data can be collected from a plurality of air houses 1. Therefore, the control system 100 may communicate with another control system corresponding to another air house to receive the growth environment data and the growth result data for the same crop.

In the DB 112, the past growth environment data and the corresponding growth result data can be stored.

An example of this is shown in Fig.

As shown in FIG. 4, the DB 112 may store past growth environment data and corresponding growth result data.

The growth environment data may include a first air pressure and a second air pressure according to the technical idea of the present invention for a predetermined time period (e.g., several minutes, several hours, one day, one week, etc.). And weather data (for example, weather, temperature, humidity, rain, wind direction, wind speed, etc.) may be included in the growth environment data. In addition, data of the internal space 10, for example, temperature, humidity, roughness, etc., can be included in the abovementioned growth environment data. The growth environment data may be an average value or a representative value for each time interval. In addition, the time interval may be sufficient to confirm the growth results depending on the kind of the crop.

The growth result data may be automatically sensed as described above, or may be a value manually measured by a user. For example, a predetermined sensor or other device capable of measuring the degree of growth may be attached to the crop, or the size of the crop may be automatically sensed using predetermined image recognition means. (E.g., sugar content, pH, thickness, etc.) relating to the growth of the crop may be manually measured through a separate device or terminal 300.

When a large number of data, that is, big data, is collected, the calculation module 111 can analyze the correlation between the growth environment data and the growth results through a predetermined big data analysis technique. For example, the calculation module 111 may analyze a correlation between each of the growth environment data or a plurality of sets and a growth result through predetermined data mining.

The data mining technique may be a technique used for analyzing correlation (interrelation) between data, classification of data, or clustering as is widely known. For example, frequent pattern search, association rule analysis, correlation rule analysis through association rule mining, and the like may be performed in correlation analysis. Techniques for analyzing statistically significant correlations between specific data and other data using a plurality of other data sets (e.g., growth environment data and growth result data) are well known, and the technical idea of the present invention is to analyze correlations Technique or the algorithm itself, and therefore, detailed description thereof will be omitted in order to clarify the gist of the present invention.

The relationship between each of the detailed data (for example, the first air pressure, the second air pressure, the inner space data, the weather data) included in the growth environment data and the growth result data or the correlation between at least one of the detailed data and the growth result data The calculation module 111 can build an engine that outputs the target growth environment data based on the analysis result when the current growth environment data is input as described above.

In particular, the technical idea of the present invention can disclose that the first air pressure and the second air pressure in the air house 1 are defined as the growth environment data, and the first air pressure and the second air pressure are factors affecting the growth. The air pressure of the internal space 10 of the air house 1 and the air pressure of the air buffer 20 can not only maintain the structural shape of the air house 1 but also affect the growth of crops, The growth environment having a high growth effect can be maintained through the control of these air pressures.

In addition, the first air pressure and the second air pressure may be adaptively adjusted according to the internal spatial data and / or the weather data.

When the current growth environment data is sensed and received, the calculation module 111 determines the target growth environment data (i.e., the best growth result Can be obtained. Then, the device control module 120 generates corresponding control signals so as to become the target growth environment data, and can be issued to each of the growth environment control devices.

For example, when the weather data, the first air pressure, and the second air pressure are defined as the growth environment data, the calculation module 111 can calculate the first target air pressure and / or the second target air pressure in accordance with the current weather data .

When the internal spatial data is further defined as the growth environment data according to the embodiment, the calculation module 111 calculates the first target air pressure and / or the second target air pressure according to the current weather data and / or the current internal spatial data Can be calculated. Alternatively, the target internal space data may be calculated according to the current weather data, the current first air pressure, and / or the current second air pressure.

FIG. 5 is a data flow diagram of a method of adjusting a big data-based air house growth environment according to an embodiment of the present invention.

Referring to FIG. 5, the method of controlling big-data-based air house growth environment according to the technical idea of the present invention may include collecting and storing a plurality of growth environment data and corresponding growth result data (S100).

Then, the big data-based air house growth environment control system may perform the step S110 of analyzing the correlation between the growth environment data and the growth result data based on the stored information.

Then, the big data-based air house growth environment control system can calculate the target growth environment data based on the analysis result and the current growth environment data (S120).

Then, the big data-based air house growth environment control system may control the growth environment control device to correspond to the target growth environment data (S130).

On the other hand, according to an embodiment, the Big Data Based Air House Growth Environment Control System may comprise a processor and a memory storing a program executed by the processor. The processor may include a single-core CPU or a multi-core CPU. The memory may include high speed random access memory and may include non-volatile memory such as one or more magnetic disk storage devices, flash memory devices, or other non-volatile solid state memory devices. Access to the memory by the processor and other components can be controlled by the memory controller. Here, when the program is executed by the processor, the Big Data based air house growth environment control system 100 according to the present embodiment may be configured to perform the above-described growth environment adjustment method.

Meanwhile, the Big Data-based air house growth environment adjustment method according to the embodiment of the present invention may be implemented in the form of computer-readable program instructions and stored in a computer-readable recording medium. In accordance with an embodiment of the present invention, The control program and the target program can also be stored in a computer-readable recording medium. A computer-readable recording medium includes all kinds of recording apparatuses in which data that can be read by a computer system is stored.

Program instructions to be recorded on a recording medium may be those specially designed and constructed for the present invention or may be available to those skilled in the art of software.

Examples of the computer-readable recording medium include magnetic media such as a hard disk, a floppy disk and a magnetic tape, optical media such as CD-ROM and DVD, a floptical disk, And hardware devices that are specially configured to store and execute program instructions such as magneto-optical media and ROM, RAM, flash memory, and the like. The computer readable recording medium may also be distributed over a networked computer system so that computer readable code can be stored and executed in a distributed manner.

Examples of program instructions include machine language code such as those produced by a compiler, as well as devices for processing information electronically using an interpreter or the like, for example, a high-level language code that can be executed by a computer.

The hardware devices described above may be configured to operate as one or more software modules to perform the operations of the present invention, and vice versa.

It will be understood by those skilled in the art that the foregoing description of the present invention is for illustrative purposes only and that those of ordinary skill in the art can readily understand that various changes and modifications may be made without departing from the spirit or essential characteristics of the present invention. will be. It is therefore to be understood that the above-described embodiments are illustrative in all aspects and not restrictive. For example, each component described as a single entity may be distributed and implemented, and components described as being distributed may also be implemented in a combined form.

It is intended that the present invention covers the modifications and variations of this invention provided they come within the scope of the appended claims and their equivalents. .

Claims (12)

1. A growth environment control system for controlling an air house,
A pressure sensor unit for measuring a first air pressure in the inner film of the air house and a second air pressure of the outer film between the inner film and the outer film;
A weather sensor unit for acquiring weather data outside the air house;
An internal space sensor unit for measuring internal space data including at least one of a temperature or a humidity of an internal space in the inner film of the air house; And
Calculating a first target air pressure in the inner film and a second target air pressure in the outer film based on sensing data including the inner space sensor portion and the gas space data sensed by the gas sensor portion, And a control system for outputting a control signal corresponding to at least one of the calculated first target air pressure and the calculated second target air pressure to a pressure regulating device provided in the air house,
The control system includes:
Based on the past first air pressure, the past second air pressure, the past inner space data, and past weather data and corresponding past growth result data, the present internal spatial data and the current weather data Wherein the first target air pressure and the second target air pressure are calculated.
delete The control system according to claim 1,
A growth environment calculation module for calculating target growth environment data including the first target air pressure or the second target air pressure based on the received sensing data; And
And a device control module for generating a control signal for controlling the growth control device of the air house based on a result calculated by the growth environment calculation module and outputting the control signal to the growth control device. Conditioning system.
4. The method according to claim 3,
A database storing a plurality of past first air pressure, past second air pressure, past weather data, past internal spatial data and previous past growth result data for each type of crop; And
The first target air pressure and the second target air pressure corresponding to the weather sensing data sensed by the gas sensor unit and the current internal space data sensed by the internal space sensor unit, And a calculation module that calculates the air data based on the data stored in the database.
delete 5. The apparatus of claim 4,
Data mining is performed using past growth environment data including past first air pressure, past second air pressure, and past weather data and previous growth result data corresponding to the past first air pressure, past second air pressure, and past weather data, Wherein the target growth environment data is calculated based on the correlation between the growth result data and the growth environment data, and the target growth environment data is calculated based on the calculated correlation.
1. A growth environment control system for controlling an air house,
The past growth environment data of the air house for a particular crop - the growth environment data includes the first pneumatic pressure in the inner membrane of the air house, the second pneumatic pressure of the outer membrane, and the gaseous data and the inner spatial data of the air house interior space - a database storing historical growth data;
The target growth environment data based on the data stored in the DB and the current growth environment data includes the first target air pressure and the second target air pressure corresponding to at least the current internal spatial data and the current weather data A calculation module for calculating the sum; And
And a device control module for generating a control signal for controlling the growth control device of the air house based on a result calculated by the calculation module and outputting the control signal to the growth control device. .
8. The apparatus of claim 7,
Data mining is performed using the past growth environment data stored in the DB and past past growth result data corresponding to the past growth environment data, and the correlation between each of the growth result data and the growth environment data is calculated and calculated And the target growth environment data is calculated on the basis of the correlation.
A method of controlling a growth environment for controlling an air house,
The Big Data Based Air House Growth Environment Control System is the historical growth environment data of the Air House for a particular crop - the growth environment data includes the first air pressure in the inner membrane of the air house, the second air pressure of the outer membrane, Including internal spatial data of an interior space of the air house; and storing past growth result data;
The target growth environment data based on the stored data and the current growth environment data includes the first target air pressure and the second target air pressure corresponding to at least the current internal spatial data and the current weather data Calculating; And
And a control device for generating a control signal for controlling the growth control device of the air house based on the calculated result, wherein the growth control device includes a pressure control device for controlling the first air pressure or the second air pressure, And outputting the air data to the air data processing unit.
10. The method according to claim 9, wherein the step of calculating the target growth environment data based on the stored data and the current growth environment data comprises:
Performing data mining using the past growth environment data and previous past growth result data;
Calculating a correlation between each of the growth result data and the growth environment data based on the result of the execution; And
And calculating target growth environment data based on the calculated correlation.
A computer program installed in a data processing apparatus and stored in a recording medium for performing the method according to any one of claims 9 to 10.
As a Big Data Based Air House Growth Environment Control System,
A processor; And
A memory for storing a computer program executed by the processor,
The computer program, when executed by the processor, causes the Big Data based Air House Growth Environments conditioning system to perform the method of any of claims 9 or 10.

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