KR102415352B1 - Smart factory farm management system - Google Patents

Abstract

A smart factory farm management system is disclosed. Hydroponics for growing crops hydroponically; a producer terminal that inquires customers for each crop; a consumer terminal requesting hydroponic cultivation of a certain crop; a server for matching the producer and the consumer in real time according to the demand customer query of the producer terminal and the hydroponic cultivation request of the consumer terminal; A hydroponic cultivation sensor is configured to detect a cultivation environment and growth data of a crop grown hydroponically in the hydroponic cultivation machine, and the server is configured to monitor the cultivation environment and growth data sensed by the hydroponic sensor in real time. According to the smart factory farm management system described above, it is configured to configure a smart factory farm capable of hydroponic cultivation by utilizing a narrow space in the city center, and to remotely monitor and control the growth status of crops and the cultivation environment, thereby optimally depending on the condition of crops. It has the effect of creating an environment for cultivation of

Description

Smart Factory Farm Management System {SMART FACTORY FARM MANAGEMENT SYSTEM}

The present invention relates to a smart farm, and more particularly, to a smart factory farm management system.

Most crops are grown in soil.

In the case of soil cultivation, most of them are exposed to the external environment while in contact with the outside air.

However, there are many cases where climate change is severe, and crops are damaged by rainfall, insolation, floods, drought, etc. that are not suitable for growing crops.

Recently, interest in a hydroponic cultivation method that overcomes these shortcomings and can easily grow crops in the city center is growing.

In the case of hydroponic cultivation, since it is carried out indoors, it is possible to reduce damage caused by the external environment and to create a relatively stable and controllable environment. Moreover, in the case of hydroponic cultivation, the yield per unit area is also large, so it is expected to become an important means of future food business.

However, there are various types of crops, and it is a very important and difficult problem for producers how to create an appropriate environment for each crop during indoor hydroponics.

Data required for hydroponic cultivation are still insufficient, and for this purpose, an optimal environment creation and means for monitoring growth are required.

Registered Patent Publication 10-1591498 Registered Patent Publication No. 10-1422996

An object of the present invention is to provide a smart factory farm management system.

Smart factory farm management system according to the object of the present invention described above, a hydroponic grower for hydroponic cultivation of crops; a producer terminal that inquires customers for each crop; a consumer terminal requesting hydroponic cultivation of a certain crop; It may be configured to include a server that matches the producer and the consumer in real time according to the demand customer query of the producer terminal and the hydroponic cultivation request of the consumer terminal.

Here, it may be configured to further include a hydroponic cultivation sensor for detecting the cultivation environment and growth data of the crops grown hydroponically in the hydroponic cultivation machine.

And the server may be configured to monitor the cultivation environment and growth data detected by the hydroponic sensor in real time.

According to the smart factory farm management system described above, it is configured to configure a smart factory farm capable of hydroponic cultivation by utilizing a narrow space in the city center, and to remotely monitor and control the growth status of crops and the cultivation environment, thereby optimally depending on the condition of crops. It has the effect of creating an environment for cultivation of

In particular, it is configured to form big data by accumulatively securing the cultivation environment and growth status for each crop, and to perform deep learning on the optimal cultivation environment, thereby providing optimal cultivation environment data to the smart factory farm receiving remote control from the server. effect that can be provided.

In addition, it is configured to individually match production and consumption according to consumer demand and producer's production capacity, thereby reducing risks such as overproduction and price reduction.

In addition, by being configured to automatically detect the cultivation completion state for each crop, it is possible to accurately estimate the harvest time of crops and increase the turnover of the hydroponic cultivation machine.

1 is a block diagram of a smart factory farm management system according to an embodiment of the present invention.
2 to 7 are exemplary views of a smart factory farm management screen according to an embodiment of the present invention.
8 is a block diagram of a hydroponic planter according to an embodiment of the present invention.
9 is a perspective view of a hydroponic planter according to an embodiment of the present invention.

Since the present invention can have various changes and can have various embodiments, specific embodiments are illustrated in the drawings and will be described in detail in the detailed content for carrying out the invention. However, this is not intended to limit the present invention to specific embodiments, and it should be understood to include all modifications, equivalents and substitutes included in the spirit and scope of the present invention. In describing each figure, like reference numerals have been used for like elements.

Terms such as first, second, A, and B may be used to describe various elements, but the elements should not be limited by the terms. The above terms are used only for the purpose of distinguishing one component from another. For example, without departing from the scope of the present invention, a first component may be referred to as a second component, and similarly, a second component may also be referred to as a first component. and/or includes a combination of a plurality of related listed items or any of a plurality of related listed items.

When an element is referred to as being “connected” or “connected” to another element, it is understood that it may be directly connected or connected to the other element, but other elements may exist in between. it should be On the other hand, when it is said that a certain element is "directly connected" or "directly connected" to another element, it should be understood that the other element does not exist in the middle.

The terms used in the present application are only used to describe specific embodiments, and are not intended to limit the present invention. The singular expression includes the plural expression unless the context clearly dictates otherwise. In the present application, terms such as “comprise” or “have” are intended to designate that a feature, number, step, operation, component, part, or combination thereof described in the specification exists, but one or more other features It should be understood that this does not preclude the existence or addition of numbers, steps, operations, components, parts, or combinations thereof.

Unless defined otherwise, all terms used herein, including technical and scientific terms, have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs. Terms such as those defined in commonly used dictionaries should be interpreted as having a meaning consistent with the meaning in the context of the related art, and should not be interpreted in an ideal or excessively formal meaning unless explicitly defined in the present application. does not

Hereinafter, preferred embodiments according to the present invention will be described in detail with reference to the accompanying drawings.

1 is a block diagram of a smart factory farm management system according to an embodiment of the present invention. 2 to 7 are exemplary views of a smart factory farm management screen according to an embodiment of the present invention.

First, referring to FIG. 1 , a smart factory farm management system 10 according to an embodiment of the present invention includes a hydroponic cultivation machine 100 , a hydroponic cultivation sensor 200 , a producer terminal 300 , a consumer terminal 400 , and a server. 500 .

Hereinafter, a detailed configuration will be described.

The hydroponic cultivation machine 100 is a configuration for hydroponic cultivation of crops, and may be provided in a smart factory farm. The smart factory farm is very useful in that it can be mainly provided in a narrow space in the downtown area.

The hydroponic cultivation sensor 200 may be configured to detect a cultivation environment and a growth state of a crop grown hydroponically in the hydroponic cultivation machine 100 . The hydroponic sensor 200 may include a pH concentration sensor, an electrical conductivity sensor, a temperature sensor, a camera sensor, and the like.

The cultivation environment may include the temperature of the hydroponic cultivation device 100, the pH concentration of the culture medium, electrical conductivity, and the like.

The growth status may include germination date, growth date, whether pests or not, color, approximate size, crop image, growth completion or the like.

The producer terminal 300 may be configured to transmit the cultivation environment data and growth state data based on the cultivation environment and growth state detected by the hydroponic cultivation sensor 200 to the server 500 in real time.

And the producer terminal 300 may be configured to drive and control the cultivation environment of the hydroponic cultivation machine 100 under the remote control of the server 500 based on the cultivation environment data.

In addition, the producer terminal 300 may be configured to query the server 50 about a customer demanding crops that can be produced. This is to provide crops to the relevant consumer, that is, the consumer by inquiring whether there is a demand for a crop that can be produced.

Specifically, the producer terminal 300 may be configured to include a crop-specific demand customer automatic query module 301 , an automatic hydroponic cultivation machine control module 302 , and a cultivation environment data/growth state data providing module 303 .

Hereinafter, a detailed configuration will be described.

The crop-specific demand customer automatic query module 301 may be configured to automatically query the crop-specific demand customer to the server 500 for crops that can be grown hydroponically using the hydroponic cultivation machine 100 .

The hydroponic planter automatic control module 302 may be configured to automatically drive and control the hydroponic planter 100 according to the remote control of the server 500 .

The cultivation environment data/growth state data providing module 303 may be configured to provide the cultivation environment data of the hydroponic cultivation machine 100 detected by the hydroponic cultivation sensor 200 and the growth status data of crops to the server 500 in real time. have.

Here, the cultivation environment data/growth status data providing module 303 provides real-time cultivation environment data and growth status data of crops for each zone so that the server 500 can individually monitor and remotely control the crops for each zone. can

The consumer terminal 400 may be configured to request hydroponic cultivation by the hydroponic cultivation machine 100 and to receive and confirm the growth state data of the corresponding hydroponically grown crop. The consumer terminal 400 may check the growth state of the consumer's crop through a real-time image or a still image.

Specifically, the consumer terminal 400 may be configured to include a crop production request module 401 and a growth data confirmation module 402 .

Hereinafter, a detailed configuration will be described.

The crop production request module 401 may be configured to request the server 500 to produce a crop desired by the consumer.

The growth data confirmation module 402 may be configured to receive and confirm the growth state data of the hydroponically grown crops from the server 500 according to the matching of the server 500 . It can be confirmed by receiving images as well as numerical values of specific growth states.

The server 500 may be configured to match the producer and the consumer according to the query of the producer terminal 300 and the hydroponic cultivation request of the consumer terminal 400 .

In addition, the server 500 may be configured to remotely control the cultivation environment of the hydroponic cultivation machine 100 using the producer terminal 300 .

And the server 500 may be configured to receive the growth state data from the producer terminal 300 in real time and deliver it to the consumer terminal 400 in real time.

Specifically, the server 500 includes a demand customer query receiving module 501, a crop production request receiving module 502, a demand research module 503, a futures price-based production crop proposal module 504, and a producer/capacity database ( 505), producer/consumer matching module 506, producer/consumer matching database 507, remote production control module 508, cultivation environment data/growth status data receiving module 509, cultivation environment data/growth status data monitoring Module 510, growth status data transmission module 511, cultivation environment data/growth status data database 512, cultivation environment data/growth status data deep learning module 513, optimal data storage module for each crop type (514), It may be configured to include an optimal cultivation environment data real-time generation module 515 for individual crops and a real-time provision module 516 for optimal cultivation environment data for individual crops.

Hereinafter, a detailed configuration will be described.

The demand customer query receiving module 501 may be configured to receive a query of the demand customer by crop from the automatic demand customer query module 301 for each crop of the producer terminal 300 .

The crop production request receiving module 502 may be configured to receive a request for production of a crop desired by the consumer from the crop production request module 401 of the consumer terminal 400 .

The demand research module 503 is configured to perform a crop-specific demand survey by comparing the production of the crop demanded by the crop-specific demand customer and the crop production request receiving module 502 queried by the demanding customer query receiving module 501 can be For a particular crop, consumption may be greater than production capacity, or production capacity may be greater than consumption.

The futures price-based production crop suggestion module 504 may be configured to propose production of a crop having a high futures price to the producer terminal 300 based on a futures price for each crop.

When the gift price according to the cultivation period for each crop is high, since a large amount of profit is predicted for the producer, such a proposal may be made to the producer terminal 300 .

In addition, the crop-specific demand customer automatic query module 301 may be configured to respond to the proposal of the futures price-based production crop suggestion module 504 according to the input of the producer.

In addition, the futures price-based production crop proposal module 504 may be configured to receive a response to the proposal from the crop-specific demand customer automatic request module 301 .

The producer / production capacity database 505 may be configured so that the production capacity by the hydroponic grower 100 of producers and producers is registered in advance and stored.

The producer/consumer matching module 506 matches producers and consumers in real time with reference to the producer and the corresponding production capacity stored in advance in the producer/capacity database 505 based on the demand survey for each crop performed in the demand survey module 503 can be configured to

Here, when the real-time matching between the producer and the consumer is not achieved, the producer/consumer matching module 506 may be configured to match the producer and the consumer in real time according to the proposal and response of the price-based production crop suggestion module 504 .

The producer/consumer matching database 507 may be configured so that producers and consumers matched in real time by the producer/consumer matching module 506 are updated and stored in real time.

The remote production control module 508 may be configured to remotely control the corresponding producer terminal 300 to produce a crop based on the producer and consumer matched in real time by the producer/consumer matching module 506 . In this case, the remote production control module 508 may be configured to remotely control a specific cultivation environment rather than a simple production instruction.

The cultivation environment data/growth status data receiving module 509 may be configured to receive cultivation environment data and growth status data from the cultivation environment data/growth status data providing module 303 of the producer terminal 300 . It is possible to receive cultivation environment data and growth status data for each zone.

The cultivation environment data/growth status data monitoring module 510 may be configured to monitor the cultivation environment data and growth status data received from the cultivation environment data/growth status data receiving module 509 in real time.

As shown in FIG. 2 , it is possible to check crops with CCTV images, as well as monitor specific data on growth and germination conditions. And Figures 3 and 4 exemplify a screen showing information about the cultivation environment of lettuce and arugula. The manager can check through this screen on the manager terminal (not shown). And FIG. 5 is a screen for monitoring equipment such as a culture tank of the hydroponic planter 100, an LED sensor, a valve sensor, and the like. This is a screen that can be checked for equipment management in the producer terminal 300 . In addition, FIG. 6 is a management screen of the entire smart factory farm, and FIG. 7 exemplifies a screen on the producer terminal 300 for remote support of the smart factory farm.

The growth status data transmission module 511 may be configured to transmit the growth status data monitored in real time by the cultivation environment data/growth status data monitoring module 510 to the corresponding consumer terminal 400 in real time.

The cultivation environment data/growth status data database 512 may be configured to accumulate and store cultivation environment data and growth status data monitored in real time by the cultivation environment data/growth status data monitoring module 510 .

The cultivation environment data/growth status data deep learning module 513 may be configured to perform deep learning using the cultivation environment data and growth status data accumulated and stored in the cultivation environment data/growth status data database 512 .

The cultivation environment data/growth state data deep learning module 513 can learn the cultivation environment for deriving the optimal growth state by deep learning using the mutually synchronized cultivation environment and growth state according to time, and the growth state Deep learning can also be performed on the cultivation environment that can be applied when the environment is not good.

The optimal data storage module 514 for each crop type may be configured to store optimal data for each crop type using the deep learning result of the cultivation environment data/growth state data deep learning module 513 . Here, the optimal data is data on an optimal cultivation environment that can be variably coped with according to the growth state of each crop type.

The optimal cultivation environment data real-time generation module 515 for each crop type refers to the optimal data for each crop type stored in the optimal data storage module 514 for each crop type, and the growth monitored in real time by the cultivation environment data/growth state data monitoring module 510 It may be configured to generate in real time the optimal cultivation environment data for each crop corresponding to the state data.

The optimal cultivation environment data for each individual crop real-time provision module 516 provides the optimal cultivation environment data for each crop, which is generated in real-time in the real-time generation module 516 of the optimal cultivation environment data for each crop, for the crops monitored in real time, to the corresponding producer terminal 300 ) can be configured to provide real-time to the automatic control module 302 of the hydroponic planter.

Accordingly, it is possible to individually grow crops in an optimal state by making an optimal prescription according to the developmental state of different crops.

8 is a block diagram of a hydroponic planter according to an embodiment of the present invention, and FIG. 9 is a perspective view of the hydroponic planter according to an embodiment of the present invention.

Referring to FIGS. 8 and 9 , the hydroponic planter 100 may be configured to include a top rail 110 , a top rail car 120 , a line 130 , and a sandpaper bar type pendant 140 .

Hereinafter, a detailed configuration will be described.

The top rail 110 may be configured to be installed on the top of the hydroponic planter 100 .

The top rail car 120 may be configured to move through the top rail 110 . Crops are grown below the top rail 110 , and the top rail car 120 may move along the top rail 110 in a space above the crops.

The line 130 may be configured to hang downward from the top rail car 120 . Row 130 may be adjusted according to the height of the completed growth of the crop.

The sandpaper bar pendant 140 is provided at the lower end of the line 130 , and may be configured so that the sandpaper surface is provided in the moving direction of the top rail car 120 . The sandpaper rod-shaped pendant 140 may rub against the crop while moving according to the movement of the top rail car 120 .

Here, the sandpaper rod-shaped pendant 140 may be configured to include a microphone 141 and a Bluetooth module A 142 .

Hereinafter, a detailed configuration will be described.

The microphone 141 may be configured to collect a sound generated by rubbing crops on the sandpaper surface provided in the sandpaper-type rod-shaped pendant 140 . When the growth of the crop is completed, the crop is rubbed against the moving sandpaper rod-shaped pendant 140 .

The Bluetooth module A 142 may be configured to transmit the sound collected by the microphone 141 to the Bluetooth module B 124 of the top rail car 120 in real time.

On the other hand, in addition to the sandpaper surface rod-shaped pendant 140, a plurality of ball-shaped sandpaper surface spherical pendants (not shown) may be provided, or may be provided instead of the sandpaper surface rod-type pendant 140 . Sandpaper Surface The outer surface of the spherical pendant (not shown) may all be composed of a sandpaper surface, and in this case, it may be rubbed by the side surface of the spherical surface.

On the other hand, in addition to the sandpaper rod-type pendant 140, a feather pendant (not shown) may be further provided, or a feather pendant (not shown) may be provided in place of the sandpaper surface rod-type pendant 140 .

In the case of a feather pendant (not shown), the feather moves when it collides with the leaves of a crop, and according to the movement of the feather, it may be configured to sound a hitting sound of a bell or a xylophone provided inside the feather pendant (not shown).

The bell or xylophone sound has an advantage in that the accuracy of the sound collection of the microphone 141 can be increased and errors can be reduced because the sound is louder and has a constant frequency compared to the fricative sound of crops.

On the other hand, the top rail car 120 will be further described.

The top rail car 120 includes a top rail car driving module 121, a crop height storage module 122 by area, a row length adjustment module 123, a Bluetooth module B 124, a decibel measurement module 125, and an alarm module. 126 , may be configured to include a control module 127 .

Hereinafter, a detailed configuration will be described.

The top rail car driving module 121 may be configured to drive the top rail car 120 on the top rail 110 .

The crop height storage module 122 for each zone may be configured to store the growth completion height of the crops provided in advance for each zone of the hydroponic cultivation machine 100 in advance. The growth completion height may be stored for each type of crop, and the growth completion height of each zone may be stored differently in response to the type of crop being grown in each zone of the hydroponic cultivation machine 100 .

The row length adjustment module 123 may be configured to automatically adjust the row length in real time according to the growth completion height of crops pre-stored in the crop height storage module 122 for each zone in advance for each zone. That is, if the top rail car 120 enters a specific area while it is moving, the length of the line may be automatically adjusted according to the growth completion height according to the type of crop in the area.

The Bluetooth module B 124 may be configured to receive real-time sound collected by the microphone 141 from the Bluetooth module A 142 .

The decibel measurement module 125 may be configured to measure decibels of sound received from the Bluetooth module B 124 .

The alarm module 126 may be configured to output an alarm sound according to the decibel measured by the decibel measurement module 125 .

The control module 127 may be configured to drive and control the top rail car driving module 121 . It is desirable to control the drive at a low speed enough to collect the friction noise of crops.

The control module 127 may control the row length adjustment module 123 to automatically adjust the row length for each zone in real time according to the growth completion height of the crop stored in the crop height storage module 122 for each zone.

The control module 127 determines whether the decibel measured by the decibel measurement module 125 is greater than or equal to a predetermined standard, and controls the alarm module 126 to output an alarm sound when the determination result is greater than or equal to a predetermined standard, and controls the top rail car driving module 121 ) can be controlled to brake the top rail car 120 . When an alarm sounds and the top rail car 120 is braked, the producer can know which crop has completed growth and can harvest the crop.

On the other hand, the crop-specific friction frequency database (not shown) may be configured to be stored each time the crop-specific friction frequency of the sound generated when the sandpaper rod-shaped pendant 140 and the crops are rubbed for each crop. For example, each time a lettuce leaf, a green onion leaf, arugula, chicory, etc. are rubbed, the rubbing sound may be different.

Here, the control module 127 sets the decibel sound frequency measured by the decibel measurement module 125 to be higher than or equal to a predetermined standard with the crop-specific friction frequency already stored in the crop-specific friction frequency database (not shown) for the same type of crop. In contrast, it may be configured to determine whether it is within a predetermined similarity range. For example, in an area where lettuce is grown, a noise other than the rubbing noise of lettuce leaves may be heard. The collected sound may be the noise of an external vehicle or the sound of a human conversation. In order to filter out these external noises and accurately determine the friction sound of lettuce leaves, the accuracy can be improved by comparing the frequency of friction for each crop with the frequency of the collected sound.

And when the determination result is within a predetermined similarity range, the alarm module 126 may be controlled to output an alarm sound and the top rail car driving module 121 may be controlled to brake the top rail car 120 .

Although it has been described with reference to the above embodiments, those skilled in the art can understand that various modifications and changes can be made to the present invention without departing from the spirit and scope of the present invention as set forth in the following claims. There will be.

100: hydroponics
110: top rail
120: top rail car
121: top rail car drive module
122: crop height storage module by zone
123: string length adjustment module
124: Bluetooth module B
125: decibel measurement module
126: alarm module
127: control module
130: line
140: sandpaper bar type pendant
141: microphone
142: Bluetooth module A
200: hydroponics sensor
300: producer terminal
301: Demand customer automatic query module by crop
302: hydroponic planter automatic control module
303: growth data providing module
400: consumer terminal
401: Crop Production Request Module
402: growth data confirmation module
500: server
501: demand customer query receiving module
502: Crop production request receiving module
503: Demand Survey Module
504: Futures Price Based Production Crop Proposal Module
505: Producer/Capacity Database
506: Producer/Consumer Matching Module
507: Producer/Consumer Matching Database
508: remote production control module
509: growth data receiving module
510: growth data monitoring module
511: growth data transmission module
512: growth data database
513: Growth data deep learning module
514: Optimal growth data storage module for each crop type
515: Real-time generation module of optimal growth data for each crop
516: Module for providing optimal growth data for each crop in real time

Claims (3)

Hydroponics for growing crops hydroponically;
a hydroponic cultivation sensor for detecting a cultivation environment and a growth state of a crop grown hydroponically in the hydroponic cultivation machine;
a producer terminal that inquires about demand customers, transmits in real time cultivation environment data and growth status data based on the cultivation environment and growth status detected by the hydroponic cultivation sensor, and drives and controls the hydroponic cultivation machine;
a consumer terminal for requesting hydroponic cultivation by the hydroponic cultivation machine, and receiving and confirming the growth state data of the hydroponically cultivated crop;
According to the query of the producer terminal and the request for hydroponic cultivation of the consumer terminal, the corresponding producer and the corresponding consumer are matched with each other, the hydroponic grower is remotely controlled through the producer terminal, and the growth status data is received from the producer terminal in real time. Includes a server that delivers real-time to consumer terminals,
The hydroponic grower,
a top rail installed on the top of the hydroponic planter;
a top rail car moving through the top rail;
a line hanging downward from the top rail car;
It is provided at the lower end of the line and is configured to include a sandpaper bar pendant having a sandpaper surface in the moving direction of the top rail car,
The sandpaper bar type pendant,
a microphone for collecting the sound generated by rubbing the crop on the sandpaper surface provided on the sandpaper surface rod-shaped pendant;
It is configured to include a Bluetooth module A that transmits the sound collected by the microphone in real time,
The top rail car,
a top rail car driving module for driving the top rail car on the top rail;
a crop height storage module for each zone in which the growth completion height of the crops provided in advance for each zone of the hydroponic cultivation machine is stored in advance;
a line length adjustment module for automatically adjusting line length in real time according to the growth completion height of crops provided in advance for each area stored in the crop height storage module for each area;
a Bluetooth module B receiving the sound collected in real time by the microphone from the Bluetooth module A;
a decibel measurement module for measuring decibels of the sound received from the Bluetooth module B;
an alarm module outputting an alarm sound according to the decibel measured by the decibel measurement module;
The top rail car driving module is driven and controlled, and the row length adjustment module is controlled to automatically adjust the row length for each zone in real time according to the growth completion height of the crop stored in the crop height storage module for each zone, and in the decibel measurement module a control module that determines whether the measured decibel is greater than or equal to a predetermined standard, and controls the alarm module to output an alarm sound when the determination result is greater than or equal to a predetermined standard, and controls the top rail car driving module to brake the top rail car;
It is configured to include a crop-specific friction frequency database in which the crop-specific friction frequencies of the sound generated when the sandpaper rod-shaped pendant and crops are rubbed for each crop are stored in advance,
The control module is
The decibel measurement module compares the frequency of the sound of decibels measured to be equal to or higher than a predetermined standard with the friction frequency for each crop stored in the friction frequency database for each crop for the corresponding type of crop, and determines whether it is within a predetermined similarity range, and as a result of the determination, the predetermined similarity If it is within the range, control the alarm module to output an alarm sound and control the top rail car driving module to brake the top rail car,
The producer terminal,
an automatic query module for each crop demand customer for automatically querying the server for each crop demand customer for a crop that can be grown hydroponically using the hydroponic cultivation machine;
a hydroponic planter automatic control module for automatically driving and controlling the hydroponic planter according to the remote control of the server;
It is configured to include a cultivation environment data/growth status data providing module that provides cultivation environment data and growth status data based on the cultivation environment of the hydroponic cultivation machine and the growth status of crops sensed by the hydroponic cultivation sensor to the server in real time,
The consumer terminal,
a crop production request module for requesting production of a crop desired by a consumer to the server;
It is configured to include a growth data confirmation module for receiving and confirming the growth state data of hydroponic crops from the server according to the matching of the server,
The server is
a demand customer query receiving module for automatically querying the demand customer for each crop from the crop-specific demand customer automatic query module of the producer terminal;
a crop production request receiving module for receiving a request for production of the crop desired by the consumer from the crop production request module of the consumer terminal;
a demand research module for each crop that performs a demand survey for each crop by comparing production of the crops requested by the demand customers for each crop and the crop production request receiving module queried by the demand customer query receiving module;
a futures price-based production crop proposal module for proposing to the producer terminal production of crops having a futures price higher than a predetermined standard based on the gift price for each crop, and receiving a response to the proposal from the automatic customer query module for demand for each crop;
a producer/capacity database in which producers and producers' production capacities by hydroponic growers are registered and stored in advance;
a producer/consumer matching module for matching producers and consumers in real time with reference to producers and corresponding production capacities stored in advance in the producer/capacity database based on the demand survey for each crop performed in the demand survey module;
a producer/consumer matching database in which producers and consumers matched in real time by the producer/consumer matching module are updated and stored in real time;
a remote production control module for remotely controlling a corresponding producer terminal to produce a crop based on a producer and a consumer matched in real time by the producer/consumer matching module;
a cultivation environment data/growth status data receiving module for receiving cultivation environment data and growth status data from the cultivation environment data/growth status data providing module of the producer terminal;
a cultivation environment data/growth status data monitoring module for real-time monitoring of cultivation environment data and growth status data received from the cultivation environment data/growth status data receiving module;
a growth data transmission module for transmitting real-time growth status data monitored by the cultivation environment data/growth status data monitoring module to a corresponding consumer terminal in real time;
a cultivation environment data/growth status data database in which cultivation environment data and growth status data monitored in real time by the cultivation environment data/growth status data monitoring module are accumulated and stored;
a cultivation environment data/growth status data deep learning module that performs deep learning using the cultivation environment data and growth status data accumulated and stored in the cultivation environment data/growth status data database;
an optimal data storage module for each crop type in which optimal cultivation environment data for each crop type and growth status data are stored using the deep learning result of the cultivation environment data/growth state data deep learning module;
By referring to the optimal data for each crop type stored in the optimal data storage module for each crop type, the optimum cultivation environment data for each crop corresponding to the current status of the growth status data monitored in real time by the cultivation environment data/growth status data monitoring module is generated in real time real-time generation module of optimal cultivation environment data for each crop;
Optimal cultivation environment data for each crop that provides the optimum cultivation environment data for each crop generated in real-time by the real-time generation module of the optimum cultivation environment data for each individual crop with respect to the real-time monitored crops to the automatic control module of the hydroponic cultivation machine of the corresponding producer terminal in real time configured to include a real-time delivery module;
The optimal data is
It is data on the optimal cultivation environment that can be variably responded to according to the growth status of each crop type,
The customer automatic query module for each crop is,
and respond according to a producer's input to the proposal of the futures price-based production crop proposal module;
The producer / consumer matching module,
Smart factory farm management system, characterized in that when real-time matching between the producer and the consumer is not achieved, the producer and the consumer are matched in real time according to the proposal and response of the gift price-based production crop suggestion module. delete delete

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