KR20140143272A - System and method for providing optical growth environments in cultivation under structure - Google Patents

System and method for providing optical growth environments in cultivation under structure Download PDF

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KR20140143272A
KR20140143272A KR1020130064703A KR20130064703A KR20140143272A KR 20140143272 A KR20140143272 A KR 20140143272A KR 1020130064703 A KR1020130064703 A KR 1020130064703A KR 20130064703 A KR20130064703 A KR 20130064703A KR 20140143272 A KR20140143272 A KR 20140143272A
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South Korea
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environment
growth
facility
information
crop
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KR1020130064703A
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Korean (ko)
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신창선
박장우
조경룡
조용윤
이명배
김홍근
백미란
곽경훈
양수영
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순천대학교 산학협력단
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Priority to KR1020130064703A priority Critical patent/KR20140143272A/en
Publication of KR20140143272A publication Critical patent/KR20140143272A/en

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/02—Agriculture; Fishing; Mining

Abstract

A system for providing optimal growth environment in cultivation under structure according to the present invention includes: a sensing apparatus (120); a facility environment composition apparatus (140); and a growth environment optimal management server (200) for controlling driving of the facility environment composition apparatus (140) using facility environment and crop state information received from the sensing apparatus (120). The growth environment optimal management server (200) includes: a database (220) which includes growth model data (222) storing crop information and facility environment information required in growth according to growth period of crop, external environment model data (224) storing external environment information except a facility including price information according to the shipping date of the crop, and climate model data (226) storing climate information; a growth environment analysis module (240) which determines shipping target including an expected suitable shipping date of the crop and growth target according to the shipping target, by analyzing every kind of data of the database (220) and the facility environment and the crop state information received from the sensing apparatus (120); a facility environment composition apparatus determining module (260) which selects an optimal control device of the facility environment composition apparatus (140) by analyzing correlation between a facility environment element and the facility environment composition apparatus (140) on the basis of the growth target determined and received from the growth environment analysis module (240); and a facility environment composition apparatus driving module (280) which transmits a control command to a corresponding control device determined by the facility environment composition apparatus determining module (260) in order for the corresponding control device to perform the growth target.

Description

[0001] The present invention relates to a system and a method for providing an optimal growth environment for a plant,

The present invention relates to a system and a method for providing an optimal growth environment for a crop when cultivating a crop in a greenhouse or a plant plant capable of cultivating the plant, and more particularly, And a method for providing an optimum growth environment in accordance with the goal or requirement set by the grower by comparing and analyzing the correlation between the predetermined or desired request of the grower will be.

Generally, plant cultivation, that is, crops grown in greenhouses or plant factories, is influenced by the quality of crop growth rate, yield, taste, etc. through the influence of temperature, humidity, irradiation, water and carbon dioxide. Therefore, various facilities for constructing the facilities such as temperature, humidity, and solar radiation were used in the greenhouse, and there was a restriction that the farmer or manager (hereinafter referred to as "grower") had to operate only in the field. Accordingly, the grower has operated a facility renumbering device that utilizes his / her expertise to make the necessary conditions, such as temperature, humidity, and radiation, constant. In such a case, there is a problem that the grower needs to control, monitor, and manage the temperature, humidity, and radiation to be constant in order to improve the performance of crop cultivation. On the other hand, it is possible for the grower to have a set-point of the environment-building devices based on the experience knowledge of the manager because of the experience of the crops currently being cultivated, And it is difficult for ordinary farmers to set control points. In addition, farmers with experience in certain crops have the disadvantage that they can not easily set up control points for the optimal growth environment for crops that they do not have.

On the other hand, more recently, simpler and more precise agricultural service technologies are being developed as U-farming society is fused with IT technologies to cultivate crops. For example, Korean Unexamined Patent Publication No. 10-2012-0072552 (Greenhouse Control System and Method) separates and processes environmental element information collected from a multi-point sensor in a greenhouse, Discloses a technique of driving an environmental composition device so as to reach an environment control condition at each of the above-mentioned multipoints using environmental control conditions extracted to fit the points. Korean Patent Laid-Open Publication No. 10-2012-0075558 And the system for this purpose) extracts the growth environment information from the database using the crop information and the mapping information to operate the greenhouse control device so that when various kinds of crops are cultivated, information on appropriate environmental factors is checked from time to time Discloses an environment for providing the environment, Korean Patent Laid-Open No. 10-2013-0006033 (using a crop management platform) A greenhouse management) is provided with information on the growth of crops and managing the environment for growing crops based on crop information and environmental information.

As described above, the prior art generally detects environmental element information from various sensors and the like in the greenhouse, uses and uses the information of the crops stored in the database, extracts environment control conditions suitable for the information, To control the environment control device in the facility in order to create an environment necessary for the environment. However, the prior art including the above-mentioned prior arts simply extracts and determines environmental control conditions using environmental element information (temperature, humidity, wind speed, soil temperature, humidity, CO2, etc.) in the greenhouse and crop information from the crop database. Variables or variables of economic requirements at the request of the grower, for example, will not reflect the expected date of shipment, the price due to production at the time of shipment, fuel costs or other costs. It is also important that the crop grow well, but since the final concern of the grower is economic, it is required to be able to reflect these external environments or the growers' goals and requests.

The present invention has been devised in view of the above points, and it is an object of the present invention to provide an optimal growth environment by comparing and analyzing various variables and correlations of external environmental factors related to facility environment information, crop information, and economic efficiency collected in the facility The present invention provides a system for providing optimal growth environment and a method thereof. It is another object of the present invention to provide a system for providing optimal growth environment and a method for providing the optimal growth environment by reflecting a goal and a demand value set by a grower in a growing environment in the facility.

In order to accomplish the above object, the present invention provides a system for providing optimum growth environment for a facility, comprising: a sensing device (120) installed in a facility and including various sensors for sensing a facility environment and a crop condition; (140) which includes a plurality of control devices for establishing a facility environment required for the growth, and a facility environment setting device (140) for setting facility environment using the facility environment and the crop condition information received from the sensing device And a growth environment optimum management server 200 for controlling the driving of the growth environment.

The growth environment optimum management server 200 includes growth model data 222 for storing crop information and facility environment information required for growth according to a crop growth cycle, A database 220 including external environment model data 224 for storing external environment information, and climate model data 226 for storing climate information; (220) growth model data 222, external environment model data 224, climate model data 226, and the facility environment and the crop status information received from the sensing device 120 are comprehensively analyzed A growth environment analysis module 240 for determining a shipping target point including a proper shipment date of the crop and a growth target point according to the shipping target point; Based on the growth target point determined and received from the growth environment analysis module 240, the correlation between the facility environment element and the facility environment composition device 140 is analyzed to determine an optimum control device among the facility environment composition device 140 A facility environment creating device determining module 260 for selecting the facility environment creating device; And a facility environment creating device driving module 280 for sending a control command to the corresponding control device so that the corresponding control device determined by the facility environment creating device determining module 260 performs the growth target point.

The external environment model data 224 of the database 220 includes information on a typical shipment date of the crop, price information according to the shipping time, production amount information according to the shipping time, price information according to the production amount, And the growth environment analysis module 240 determines a growth target point according to the shipping target point and the shipping target point of the crop by reflecting at least one or more pieces of information of the external environment model data.

The growth environment analysis module 240 provides the shipping target information to the portable terminal 310 or the computer 320 capable of communicating wired or wireless communication between the grower and the computer 320. The growth environment analysis module 240 analyzes the growth environment, Or the computer 320, it corrects the shipping target point of the crop to reflect the shipping target point information, and determines the target point of the growth according to the corrected shipping target point.

The correlation between the facility environment factor analyzed by the facility environment creation device determination module 260 and the facility environment creation device 140 is determined by the change weight of the facility environment factor affecting various control devices of the facility environment creation device, It includes the cost of driving various control devices.

To achieve the above object, according to the present invention, there is provided a method for providing an optimal growth environment for a facility cultivation, comprising the steps of: using a facility environment and a crop condition information received from a sensing device 120 including various sensors, (200) that controls the driving of the facility environment creating device (140) including a plurality of control devices for establishing an environment necessary for the sensing device (120) Receiving facility environment and crop condition information (S420); b) external environment model data including growth model data including crop information and facility environment information necessary for growth based on the crop cycle, and external environmental information including the price information according to the date of release of the crop, (S440) a comprehensive analysis of the climate model data including climate information and the facility environment and crop condition information to determine a shipping target point including a proper shipment date of the crop and a target point of growth according to the shipping target point; c) analyzing a correlation between the facility environment factor and the facility environment creating device based on the target of the growth, and selecting an optimal control device among the facility environment creating device 140 (S460); And d) controlling the driving of the corresponding control device by sending a control command so that the selected corresponding control device performs the growth target point (S480).

The present invention comprehensively compares and analyzes the growth model data, the climate model data, the external environment model data, and the facility environment and the crop condition information collected in the facility to determine the optimal shipping target point and the optimum growth target point accordingly Thereby controlling the driving of the facility environment creating device in the facility, thereby providing an optimum growth environment for the crop. According to the present invention, it is possible to provide an optimum growth environment of a crop reflecting the requirement of the grower according to an external situation, which varies instantaneously, by determining a shipping target point in accordance with a goal or requirement of a grower and determining a target point of the growth .

BRIEF DESCRIPTION OF THE DRAWINGS FIG. 1 is a block diagram of a system for providing an optimal growth environment for a facility cultivation according to an embodiment of the present invention;
Fig. 2 is a diagram showing the correlation between the facility environmental factor and various controller units of the facility environment creating apparatus,
FIG. 3 is a flowchart of a method for providing an optimal growth environment for a facility cultivation according to an embodiment of the present invention.

These and other objects, features and other advantages of the present invention will become more apparent by describing in detail preferred embodiments of the present invention with reference to the accompanying drawings. DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS Hereinafter, a system and method for providing a facility-grown optimal growth environment according to an embodiment of the present invention will be described in detail with reference to the accompanying drawings.

Referring to FIG. 1, a system for providing optimum growth environment for a facility according to an embodiment of the present invention includes a sensing device 120, a facility environment creating device 140, and a growth environment optimal management server 200.

The sensing device 120 is installed in a facility 100 such as a greenhouse or a plant factory, and senses various growth conditions of the crop such as a facility environment inside the facility and a crop condition. The sensing device 120 may include at least one sensor for sensing temperature, humidity, illuminance, CO2 concentration, PPF (photosynthesis), sunshine or daylight hours, soil acidity, soil temperature and humidity. In addition, the sensing device 120 may include an image device or the like to detect the state of the crop in the facility. The sensing device is well known in the technical field to which the present invention belongs, and a detailed description thereof will be omitted.

The facility environment creation device 140 is installed inside the facility 100 to create an environment for growing crops inside the facility. Facility recycling facilities consist of radiators, air conditioners, ventilation fans, and natural light collectors. A plurality of control devices such as an artificial light generator (including an LED) such as a light source, an irrigation pump, a humidifier or a spray pump, a CO2 generator, a nutrient solution pump, and a shielding film. Each of these control devices includes a control point (set-point). Various control devices of the facility environment creating device are well known in the technical field to which the present invention belongs, and a detailed description thereof will be omitted.

The optimum growth environment management server 200 utilizes and reflects the facility environment and the crop condition information received from the sensing device 120, various data stored in the database, and set values or requirements of the grower so that the crops in the facility can be optimally grown Specifically, the database 220, the growth environment analysis module 240, the facility environment creating device determining module 260, and the facility environment creating device driving module 280 are controlled to control the driving of the facility environment creating device 140, . The optimum growth environment management server 200 also includes a communication unit 210 to control the sensing device 120 and the facility environment creating device 140 inside the facility 100 and the portable terminal 310 and / And performs various types of data transmission and reception. Various methods can be applied to the communication method and are not limited to a specific communication method.

The database 220 specifically includes growth model data 222 for storing crop information and facility environment information necessary for growth according to the crop growth cycle, external environment model data 224 for storing external environment information outside the facility, And climate model data 226 that stores climate information.

The growth model data 222 specifically includes crop list information, growth cycle information based on a list of crops, information on the growth environment in the facility such as temperature, humidity, carbon dioxide concentration, soil composition, soil temperature and humidity, , Water supply amount (irrigation cycle, pipe volume), and the like can be stored.

The external environment model data 224 stores external environment information related to the economical efficiency outside the facility except for the growth environment inside the facility. Examples of external environment information include information on a typical shipment date of a crop, price information of a crop according to shipment time, production amount information according to shipment time, price information according to production amount, fuel cost information, and other factors And information about the information about the user. Such external environment model data can be preset and stored to reflect the goal or requirement of the grower, or the goal or requirement of the grower can be stored in real time.

The climate model data 226 may store climate information, for example, weather information at the same time in recent years, monthly or weekly weather information from the weather station, or weather information by day or time zone.

The growth environment analysis module 240 analyzes the growth environment data 222 and the external environment model data 224 of the database 220 and the climate model data 226 and the facility environment and the crop status information received from the sensing device 120 Are compared and analyzed to determine a growth target point according to the shipping target point of the crop and the shipping target point.

As described above, the conventional technology generally sets control points for growing crops in comparison with environmental information in the facility received from a sensing device in the facility based on only the growth model data based on the crop. In this case, however, the parameters for other variables or for the grower's goals or requests, such as the expected date of shipment, the price of production at the time of release, fuel costs or other costs, will not be reflected. It is also important that crops grow well, but the final concern of growers is economics. For example, if a crop is scheduled to be shipped and the crop is produced nationwide at the scheduled time of shipment, the price of the crop will fall, so it is better to speed up or slow down the shipment, . In addition, it is better to adjust the output and the production rate by applying the parameters and analyzing them because the fuel cost and other incidental costs may be added for the adjustment of the output and the production amount. In addition, depending on the climate outside the facility, the heating, humidity, and lighting conditions may vary, and this is also related to economic efficiency, so it is necessary to reflect climate information.

Therefore, the growth environment analysis module 240 collectively analyzes the various parameters of the growth model data 222, the climate model data 226 and the external environment model data 224, and the facility environment and the crop status information received from the sensing device And to provide a shipment target point for optimal growth of the crop and a corresponding growth target point.

The shipment target point is a value for determining an orientation point of facility environment control until the release of the crop. The growth environment analysis module 240 compares the crop growth model with the current crop growth status, The ship date will be determined based on the date of shipment, previous year's price statistics and production information. It is also possible to determine the production volume based on price information. The growth environment analysis module 240 extracts a growth target point necessary for raising or lowering the growth rate in accordance with the current state of the crop based on the shipping target point.

On the other hand, the shipping target point can be set by the grower in advance according to the demand or can be determined by reflecting the demand of the grower in real time. In this case, the information of the shipping target is provided to the grower, and the grower inputs the shipping target of the desired condition, and the modified shipping target and the target of the growth are determined based on this. In other words, the information of the external environment model can be changed every moment, and it is necessary to actively reflect the information of the external environment model. The grower receives the information of the external environment model related to the economical efficiency and the target information of the shipment accordingly, The request can be sent to reflect the modified shipping target to be modified. Specifically, the growth environment analysis module 240 determines whether the estimated delivery date of the crop calculated together with the shipping target point, the average price of the crop until the previous year of the scheduled date, (Such as the fuel cost of operating the control device) through the portable terminal 310 or the computer 320 capable of communicating wired / wireless communication. The grower who receives the information decides a proper shipment date and production amount again based on various information and sends it to the optimal growth management server 200 through the portable terminal 310 or the computer 20, The module 240 newly sets the shipment date according to the demand of the grower, the departure date and the required production amount, and determines a growth target point necessary for increasing or decreasing the growth rate according to the state of the present crop.

The goal of the growth is to compute the environmental factor value of the facility needed to meet the target of shipment while satisfying the growth criteria presented in the growth model by comparing the growth status of the crop with the growth model of the crop per day or week by linking with the shipping target. Means the value obtained. In order to derive the target value for the growth, the growth environment analysis module 240 compares the error value between the sensed facility environment information and the weather information with the environmental target value recommended by the crop growth growth model, , The growth target value for promoting the growth of the crop and the need for the growth target value for maintaining the growth state of the crop are determined according to the difference in the expected shipment timing in the scheduled delivery time and the growth model provided at the shipping target point, The facility environment target point in the facility for the temperature, humidity, CO2 index, light quantity, etc. inside the facility for reaching the target of the growth is calculated.

The facility environment determination device module 260 determines the correlation between the facility environment factors and various control devices of the facility environment creation device 140 based on the received target point of the growth determined and received from the growth environment analysis module 240 And selects the optimal control device among the facility environment creating devices 140 by analyzing. That is, the facility environment determination device module 260 aims at selecting an optimal control device for achieving the growth environment target, and analyzes the correlation between the various control devices installed in the facility and the environment factor . The correlation between the control devices and the facility environment factors includes a change weight of the facility environment factors influenced by the various control devices and a cost consumed to drive each control device.

2 shows an example of correlation between various control devices (actuators) of the facility environment creating device 140 and facility environment factors. As described above, each facility environment element is influenced by not only one control device but a plurality of control devices. The facility environment creating device determining module 260 determines the correlation between each facility environment element and the controller period The optimum control device is selected.

The facility environment creating device driving module 280 sends a control command to the facility environment creating device 140 so that the corresponding control device determined by the facility environment creating device determining module 260 performs a growth target point, Let the device drive to each control point. In the embodiment of the present invention, the facility environment creating device driving module 280 is exemplified as being included in the growth environment optimum management server 200, but the present invention is not limited thereto, and for example, And the facility environment creating device 140 may be controlled.

On the other hand, the database 200 stores the facility environment information received from the sensing device 120, the status information of the facility environment creating device, and the like, and also stores information about the shipping target point and the growth target point determined by the growth environment analysis module 240 Information on the control points determined by the facility environment creating device determining module 260 and the facility environment creating device driving module 280 are periodically stored so that the data on the consideration factors for the optimal control are accumulated, The optimal growth management environment management server 200 can be a learning optimal system that re-analyzes on the basis thereof and allows various control values to be determined more efficiently over time. In addition, the optimal growth environment management server 200 may provide environment information and facility information on the facility, information on the growth environment analysis, information on the control points, and the like to the grower's portable terminal 310 or the computer 320 .

FIG. 3 is a flowchart illustrating a method for providing an optimal growth environment for a facility in accordance with an embodiment of the present invention. The optimal plant growth environment providing method according to the present invention is implemented by the optimal plant growth environment system, specifically, the operation of the optimal growth environment management server 200.

A method for providing an optimal cultivation environment for a facility cultivation includes the steps of: (a) receiving facility environment and crop condition information from the sensing device (120); (b) obtaining plant environment information necessary for growing according to crop information and crop growth cycle And external environment model data including external environmental information other than the facility including price information according to the release date of the crop, climate model data including climate information, and facility environment and crop status information (S440) of determining a shipping target point including a proper shipment date of the crop and a shipping target point according to the shipping target point (S440), c) analyzing the correlation between the facility environment factor and the facility environment creating device based on the growth target (S460) of selecting an optimal control device among the facility environment creating devices 140 by analyzing the selected control device, and d) Transmitting a control command to perform a chapter to the target point and a step (S480) for controlling the driving of the control unit.

As described above, the external environment model data includes at least one of at least one of outward shipping date information of the crop, price information according to the shipping time, production amount information according to the shipping time, price information according to the production amount, Wherein the step (b) reflects at least one or more pieces of information of the external environment model data to determine a growth target point according to the shipping target point of the crop and the shipping target point.

As described above, the shipping target point can be modified to reflect the requirement of the grower, and therefore step b) includes: b1) providing the shipping target information to the portable terminal 310 or the computer 320 capable of wired / wireless communication of the grower And b2) when the corrected shipping target information is received through the portable terminal 310 or the computer 320, the shipping target point of the crop is reflected and the target point of growth is determined according to the corrected shipping target point .

Also, as described above, the correlation between the facility environment factors analyzed in the step c) and the facility environment creating apparatus 140 is determined by the change weights of the facility environment factors influenced by the various control apparatuses of the facility environment creating apparatus, And costs incurred in driving various control devices.

Although the preferred embodiments of the present invention have been described, the present invention is not limited to the specific embodiments described above. It will be apparent to those skilled in the art that numerous modifications and variations can be made in the present invention without departing from the spirit or scope of the appended claims. And equivalents should also be considered to be within the scope of the present invention.

100. Facilities 120. Sensing device
140. Facility environment creation device 200. Growth environment optimum management server
220. Database 240. Growth Environment Analysis Module
260. Facility environment creation device decision module 280. Facility environment creation device drive module

Claims (8)

A sensing device 120 installed in the facility and including various sensors for sensing a facility environment and a crop condition and a facility environment including a plurality of control devices for establishing a facility environment necessary for growing a crop inside the facility And a growth environment optimum management server (200) for controlling the driving of the facility environment composition device (140) by using the facility environment and the crop condition information received from the sensing device (120) The growth environment optimum management server (200)
(222) for storing crop information and facility environment information required for growth according to the crop cycle, and external environment model data (222) for storing external environment information other than the facility including price information according to the origin of the crop 224) and climate model data (226) for storing climate information;
(220) growth model data 222, external environment model data 224, climate model data 226, and the facility environment and the crop status information received from the sensing device 120 are comprehensively analyzed A growth environment analysis module 240 for determining a shipping target point including a proper shipment date of the crop and a growth target point according to the shipping target point;
Based on the growth target point determined and received from the growth environment analysis module 240, the correlation between the facility environment element and the facility environment composition device 140 is analyzed to determine an optimum control device among the facility environment composition device 140 A facility environment creating device determining module 260 for selecting the facility environment creating device; And
And a facility environment creating device driving module (280) for sending a control command to the corresponding control device so that the corresponding control device determined by the facility environment creating device determining module (260) performs the growth target point Optimal growth environment providing system.
The method according to claim 1,
The external environment model data 224 of the database 220 includes information on a typical shipment date of the crop, price information according to the shipping time, production amount information according to the shipping time, price information according to the production amount, At least one of < RTI ID = 0.0 >
Wherein the growth environment analysis module (240) determines a growth target point according to a shipping target point of the crop and the shipping target point by reflecting at least one or more information of the external environment model data.
3. The method of claim 2,
The growth environment analysis module 240 provides the shipping target information to the portable terminal 310 or the computer 320 capable of wired / wireless communication of the grower,
When receiving the modified shipping target information through the portable terminal 310 or the computer 320, the growth environment analysis module 240 corrects the shipping target point of the crop by reflecting the shipping target point information, And a target point is determined.
The method according to claim 1,
The correlation between the facility environment factor analyzed by the facility environment creation device determination module 260 and the facility environment creation device 140 is determined based on the change weight of the facility environment factor influenced by various control devices of the facility environment creation device, And a cost incurred in driving various control devices.
A facility environment creating device 140 including a plurality of control devices for creating an environment necessary for growing crops in the facility using the facility environment and the crop condition information received from the sensing device 120 including various sensors, The optimum growth environment for the plant growth environment is realized by the optimal growth environment management server 200 for controlling the driving of the plant,
a) receiving facility environment and crop condition information from the sensing device 120 (S420);
b) external environment model data including growth model data including crop information and facility environment information necessary for growth based on the crop cycle, and external environmental information including the price information according to the date of release of the crop, (S440) a comprehensive analysis of the climate model data including climate information and the facility environment and crop condition information to determine a shipping target point including a proper shipment date of the crop and a target point of growth according to the shipping target point;
c) analyzing a correlation between the facility environment factor and the facility environment creating device based on the target of the growth, and selecting an optimal control device among the facility environment creating device 140 (S460); And
and d) controlling the driving of the corresponding control device by sending a control command so that the selected corresponding control device performs the growth target point (S480).
6. The method of claim 5,
The external environment model data includes at least one of general shipping date information of the crop, price information according to the shipping time, production amount information according to the shipping time, price information according to the production amount, and expense cost information according to the shipping time,
Wherein the step b) comprises: determining at least one or more pieces of information of the external environment model data to determine a growth target point according to a shipping target point of the crop and the shipping target point.
The method according to claim 6,
The step b) includes the steps of: b1) providing the shipping target information to the portable terminal 310 or the computer 320 capable of wired / wireless communication of the grower,
b2) when receiving the modified shipping target information through the portable terminal (310) or the computer (320), correcting the shipping target point of the crop in accordance with the corrected shipping target point information and determining the target point of growth according to the corrected shipping target point The method comprising the steps of:
6. The method of claim 5,
The correlation between the facility environment factor analyzed in the step c) and the facility environment creating device 140 is determined by a change weight of the facility environment factor influenced by various control devices of the facility environment creating device, Wherein the method comprises the steps of:
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KR101726257B1 (en) * 2016-10-31 2017-04-13 숭실대학교산학협력단 Method for information management of smart farm and system, recording medium for performing the method
KR20190053668A (en) * 2017-11-10 2019-05-20 한국전자통신연구원 Apparatus and method for optimizating production efficiency using growth modeling for crops
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