KR102152409B1 - Grouwth Process Record Integrated Management System - Google Patents

Abstract

The present invention provides a growth process record integrated management system of forest products. According to the present invention, the growth process record integrated management system comprises: an information collection terminal which collects growth environment information, which is cultivation environment information of forest products, and collects growth image information, which is cultivation image information of the forest products; an unmanned aerial vehicle which receives and stores the growth environment information and the growth image information, and collects state information of the information collection terminal; and an integrated management server which collects the growth environment information and the growth image information in time series to generate the growth process information of the forest products, and learns the growth process information to generate optimal cultivation environment information with a fast growth rate of the forest product.

Description

Growing process record integrated management system {Grouwth Process Record Integrated Management System}

The present invention relates to an integrated management system for recording the growth process of forest products. More specifically, environmental information in the process of producing forest products such as wild ginseng can be automatically input and stored, information on the production process of forest products can be used as learning materials, and managers (organizations) can use the production history of farms nationwide. It relates to a growth process record integrated management system that enables remote real-time monitoring.

As the quality management system for specially managed forest products to enhance the quality of specially managed forest products such as wild wild ginseng is in effect, any person who produces or intends to produce wild wild ginseng must report it to the county or county under the jurisdiction of the cultivation area. In addition, wild ginseng producers prepare and maintain a production process record book that records the process of producing wild ginseng, and a specialized institution (National Forest Research Institute) checks the production process record book recorded by the producer, and inspects the pesticide residues of wild wild ginseng being produced. Has been.

Currently, the production process record book is provided to the producer in the form of a book, and the producer must manually record the production process of wild ginseng in the production process record book.

In this manual recording method of the production process record book, the producer must faithfully record the work contents in the production process record book every working day, but most producers do not accurately record the work contents every working day, but instead drive them at the time when they need to be inspected. Placenta is the case of relying on memory or copying by looking at the production process record book recorded by another producer.

In this way, even if the production process record book is falsely manipulated and recorded, since there is no way for a specialized agency to verify the authenticity of the work contents of the production process record book, it has no choice but to perform an inspection based on the information recorded in the production process record book. Consumers who purchase certified wild ginseng based on the production process record book are inevitably harmed.

In order to solve this problem, a device technology for automatically generating the production process record book as in the preceding Patent Document 1 and managing it through wireless communication has been developed, but the problem of failure of the production process record book device due to the weather environment due to the nature of forest products grown outdoors such as forests. The risk of occurrence is high.

In addition, the production process recording device is mainly used to supply power using solar heat as an energy source, but there is a problem that solar cells are inconvenient to maintain and there is insufficient sunlight in the forest where forest products are grown.

Korean Patent Publication 10-2016-0052314 (published on May 12, 2016)

The present invention conceived from the above-described background provides an integrated management system for a growth process record that automatically and remotely collects and manages growth process information of forest products.

In addition, it improves the security of forest products growing areas and provides a growth process record integrated management system that can monitor forest products in real time.

In addition, the present invention provides a growth process record integrated management system that easily manages equipment failures and errors.

The integrated growth process record management system according to the present invention for achieving the above object is an information collection terminal that collects growth environment information, which is cultivation environment information of forest products, and collects growth image information, which is cultivation image information of the forest product, and the growth environment The unmanned aerial vehicle that receives and stores information and the growth image information, and collects state information of the information collection terminal, and the growth environment information and the growth image information are collected in a time series to generate growth process information of the forest product, and the It may include an integrated management server that learns growth process information to generate optimal cultivation environment information at which the growth rate of the forest product is fast.

And the growth process record integrated management system stores at least one or more of the growth environment information, the growth image information, the growth process information, and the cultivation environment information of the forest product in connection with the information collection terminal and the integrated management server, It may further include a manager terminal to output the stored information to monitor the forest products in real time.

In addition, the information collection terminal of the integrated growth process record management system according to the present invention detects and collects the growth environment information including at least one of illuminance, humidity, outdoor temperature, soil moisture, soil acidity, wind speed, and wind direction. A sensor unit, an image collection unit for collecting the growth image information including an image of the surrounding environment and a growth image of the forest product for a predetermined time, a charging unit including a battery for charging commercial power supplied from the outside, the sensor unit and the image A control unit that controls the transmission and reception of information collected by the collection unit, and generates status information including at least one of the remaining battery capacity of the charging unit, fault information of the part, and internal temperature, and the growth environment information, the birthplace growth image information, and the It may include a communication unit for transmitting at least one or more information of the state information to the unmanned aerial vehicle.

In addition, the information collection terminal of the integrated growth process record management system according to the present invention includes an object detection unit that detects an external object that invades the cultivation area of the forest product, and that detects the external object or generates an alarm when a risk factor occurs. It may further include an alarm generator.

And the integrated management server is an information storage unit for storing the growth environment information and the growth image information received from the at least one information collection terminal in chronological order, and compares the information of the at least one information collection terminal, and compares the result of the comparison. An information learning unit that learns to generate the optimal cultivation environment information, and a terminal state determination unit that receives the state information of the information collection terminal in real time to determine whether a problem has occurred, and to determine a solution according to the problem that has occurred. , A terminal state selection unit for selecting an installation location candidate group of the information collection terminal based on the generated optimal cultivation environment information, and a control signal generation unit for generating a movement control signal for controlling the movement of the unmanned aerial vehicle. .

In addition, the unmanned aerial vehicle includes a transmitting/receiving unit for transmitting and receiving information and command signals collected with the information collection terminal and the integrated management server through wireless communication, a database unit and an image module storing information received from the information collection terminal And a GPS module, and based on this, a location generator for generating real-time location information of the unmanned aerial vehicle.

Other specific details of the present invention are included in the detailed description and drawings.

The present invention can achieve convenience by automatically recording the growth process of forest products.

In addition, optimal environmental information can be provided in the growth of forest products, and reliability of data can be improved by checking whether or not the growth process record is omitted due to failure.

In addition, the present invention can remotely monitor a record of the growth process of a forest product located in a place where it is difficult for an administrator to move, and can enhance security.

In addition, the present invention can detect risk factors (forest fire, typhoon, earthquake, etc.) occurring in a forest product cultivation environment, thereby minimizing damage.

1 is a block diagram of a system for managing integrated growth process records according to an embodiment of the present invention.
2 is a block diagram of an information collection terminal according to an embodiment of the present invention.
3 is a block diagram of an integrated management server according to an embodiment of the present invention.
4 is a block diagram of an unmanned aerial vehicle according to an embodiment of the present invention.
5 is a simplified data flow diagram of the integrated growth process record management system according to an embodiment of the present invention.

Hereinafter, preferred embodiments of the present invention will be described in detail with reference to the accompanying drawings. Advantages and features of the present invention, and a method of achieving them will become apparent with reference to the embodiments described below in detail together with the accompanying drawings. However, the present invention is not limited to the embodiments disclosed below, but will be implemented in a variety of different forms, and only these embodiments make the disclosure of the present invention complete, and common knowledge in the technical field to which the present invention pertains. It is provided to completely inform the scope of the invention to those who have it, and the invention is only defined by the scope of the claims. The same reference numerals refer to the same components throughout the specification.

Although the first, second, etc. are used to describe various elements, components and/or sections, of course, these elements, components and/or sections are not limited by these terms. These terms are only used to distinguish one element, component or section from another element, component or section. Therefore, it goes without saying that the first element, the first element, or the first section mentioned below may be a second element, a second element, or a second section within the technical scope of the present invention.

The terms used in the present specification are for describing exemplary embodiments and are not intended to limit the present invention. In this specification, the singular form also includes the plural form unless specifically stated in the phrase. As used in the specification, "comprises" and/or "made of" a referenced component, step, operation and/or element is one or more of the other elements, steps, operations and/or elements. It does not exclude presence or addition.

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

1 is a configuration diagram of an integrated growth process record management system 1 according to an embodiment of the present invention.

Referring to FIG. 1, the integrated growth process record management system 1 includes an information collection terminal 100, an integrated management server 200, and an unmanned aerial vehicle 300.

Specifically, the growth process record integrated management system 1 collects growth environment information, which is the cultivation environment information of forest products, and the information collection terminal 100 for collecting growth image information, which is the cultivation image information of the forest product, and the growth environment information And the unmanned aerial vehicle 300 that receives and stores the growth image information, and collects status information of the information collection terminal 100, and the growth environment information and the growth image information in a time series to obtain growth process information of the forest product. It may include an integrated management server 200 that generates and learns the growth process information to generate optimal cultivation environment information with a fast growth rate of the forest product.

In addition, by interlocking with the information collection terminal 100 and the integrated management server 200, at least one of the growth environment information, the growth image information, the growth process information, and the cultivation environment information of the forest product is stored, and the stored information It may further include a manager terminal 400 for outputting the output to monitor the forest products in real time.

Specifically, the information collection terminal 100 is installed together at the place where the forest products are cultivated and each has a unique code, so that the integrated management server 200 can manage a large number of information collection terminals 100. .

In this case, the unique code of the information collection terminal 100 may be generated by classifying it by region, by farmhouse name, by location coordinate, or the like.

In addition, the growth environment information and the growth image information collected by the information collection terminal 100 together with the unique code may be transmitted to the integrated management server 200 and the unmanned aerial vehicle 300.

Preferably, when the unmanned aerial vehicle 300 approaches the information collection terminal 100 within a predetermined distance, the collected information is transmitted.

In addition, the optimal cultivation environment information may be a cultivation environment condition in which the growth rate of the forest product is fast, there is no disease or pest, and can grow large. For example, the cultivation environmental condition may include at least one of soil illuminance, humidity, outdoor temperature, soil moisture, soil acidity, wind speed, and wind direction.

In addition, the growth process information is information obtained by matching the growth environment information and the growth image information in a time series, and is information for comprehensively confirming the growth process of the forest product.

In addition, the manager terminal 400 may be a mobile device such as a smartphone or tablet carried by the manager of forest products, and by installing a web-based forest product production management application on the mobile device, the information collecting terminal 100 and the It can be interlocked with the integrated management server 200. Therefore, by easily receiving various information about the forest product, the manager can easily monitor all information about the forest product in real time, regardless of time and place.

The information collection terminal 100, the integrated management server 200 and the unmanned aerial vehicle 300 described above will be described in detail with reference to FIGS. 2 to 5.

2 is a block diagram of an information collection terminal 100 according to an embodiment of the present invention.

Referring to FIG. 2, the information collection terminal 100 senses and collects the growing environment information including at least one of illuminance, humidity, outside temperature, soil moisture, soil acidity, wind speed, and wind direction. , Includes an image collection unit 112 for collecting the growth image information including the image of the surrounding environment and the growth image of the forest product for a certain period of time, and a charging unit 130 including a battery for charging commercial power supplied from the outside. I can.

In addition, the information collection terminal 100 controls the transmission and reception of the information collected by the sensor unit 111 and the image collection unit 112, and at least one of the remaining battery capacity of the charging unit 130, fault information of parts, and internal temperature. It may include a control unit 120 for generating state information including, and a communication unit 140 for transmitting at least one of the growth environment information, the growth image information, and the state information to the unmanned aerial vehicle.

In addition, an object detection unit 160 that detects an external object invading the cultivation area of the forest product, and an alarm generator 170 that detects the external object or generates an alarm when a dangerous factor occurs may be further included.

In this case, the risk factor may be determined based on information collected by the sensor unit 111 and the image collecting unit 112. That is, the risk factor may be a case of a disaster such as an earthquake, a forest fire, a typhoon, a flood, or the like, or the theft of the forest product, but is not limited thereto and may correspond to any case that causes loss to the forest product.

In addition, the information collection terminal 100 may further include a storage unit 150 that stores the information collected by the sensor unit 111 and the image collection unit 112 according to time and date.

At this time, the sensor unit 111 may be configured with various types of sensing devices, and all sensors capable of detecting the cultivation environment of the forest product as well as illumination, humidity, outdoor temperature, soil moisture, soil acidity, wind speed and direction are included. I can.

In addition, the sensor unit 111 may be configured in plural and disposed at intervals of 5 to 15 cm in the direction of the root of the forest product growing in the soil. That is, it may be installed spaced apart from the forest product by a predetermined distance, and since the root of the forest product is generally about 50 cm, a part of the sensor unit 111 may be buried at a depth of 50 cm below the ground to be fixed.

In addition, the image collection unit 112 may store the growth image information for a predetermined period of time, and the predetermined time may be a single image or image for 1 to 10 minutes taken at intervals of 1 hour.

In addition, the image collection unit 112 may collect a security image, which may collect an image of an external intrusion object invading the production site of the forest product.

That is, the above-described growth process information is information collected by matching the growth environment information and the growth image information in a time series, and the growth environment information collected by the sensor unit 111 and the image collection unit 112 This information is collected by matching the growth image information in chronological order.

In addition, the object detection unit 160 is a device that detects an external object such as an animal or human invading the forest product cultivation area from the outside, and includes at least one of an infrared sensor, an infrared camera, a radar, a biosensor, and an ultrasonic sensor. It may include, but is not limited thereto.

In addition, the object detection unit 160 may transmit object information detecting the external object to the control unit 120, and the control unit 120 determines whether the external object is a manager or an actual owner of the forest product based on the object information. can do. That is, the control unit 120 does not operate the alarm generating unit 170 when the external object is determined to be a manager or an actual owner, and when the external object is determined to be an animal or person who has trespassed into the cultivation area, the alarm generating unit (170) can be operated.

When the control unit 120 operates the alarm generator 170, a warning broadcast or an alarm sound can be transmitted, and a warning signal according to external intrusion or the risk factor is transmitted to the integrated management server 200 and the manager terminal 400. Can be printed.

In addition, the controller 120 may control the speed of a cooling fan based on the growth environment information and the state information to adjust the internal temperature to a critical temperature range.

In this case, the critical temperature range may be a temperature range in which the information collection terminal 100 operates without malfunction. For example, when the temperature of an internal component such as outside temperature, humidity, or CPU is higher than the critical temperature range, the cooling fan speed is accelerated to control the internal temperature to fall within the critical temperature range.

And the control unit 120 may generate the status information, that is, the battery remaining amount information of the charging unit 130, and transmits this to the integrated management server 200 and the manager terminal 400 through the unmanned aerial vehicle 300 to When there is no remaining amount, the manager checks it and allows it to be charged immediately.

In addition, the control unit 120, according to the remaining battery capacity of the charging unit 130, the sensor unit 111, the image collection unit 112, the communication unit 140, in the information collection terminal 100 such as the object detection unit 160 It is possible to extend the life of the battery by controlling the time during which the operation of the component is deactivated or activated.

For example, if it is determined that the remaining battery capacity of the charging unit 130 is less than a certain amount, the operation of the sensor unit 111, the image collection unit 112, the communication unit 140, and the object detection unit 160 is deactivated. You can extend the life of the battery by reducing power consumption.

At this time, there are various types of batteries of the charging unit 130, but any type of battery that can store electric energy and use it as a power source may be used. Preferably, the charging unit 130 may include at least one of a lithium secondary battery, a solar cell, and a magnetic resonance type wireless charging device, but is not limited thereto.

In this case, when the charging unit 130 is a wireless charging device, power may be received and charged from the unmanned aerial vehicle 300 approaching the accessing information collecting terminal 100 within a predetermined distance.

In addition, the control unit 120 constitutes the information collection terminal 100, such as a sensor unit 111 including various sensors, an image collection unit 112 including an imaging device such as a camera, a charging unit 130, and a CPU. It can generate fault information and internal temperature information of internal parts.

At this time, the control unit 120 transmits the generated information to the unmanned aerial vehicle 300 through the communication unit 140 and transmits it to the integrated management server 200, and the integrated management server 200 collects information based on the status information. It is possible to determine whether the terminal 100 has a failure.

3 is a block diagram of an integrated management server 200 according to an embodiment of the present invention.

Referring to FIG. 3, the integrated management server 200 includes an information storage unit 210 for storing the growth environment information and the growth image information received from one or more information collection terminals 100 in chronological order, and the one or more information An information learning unit 220 that compares information of the collection terminal 100 and learns the result of the comparison to generate the optimal cultivation environment information, and a problem occurs by receiving the status information of the information collection terminal 100 in real time. A terminal status determination unit 230 that determines the presence or absence and determines a solution according to the problem that has occurred, a terminal location that selects an installation location candidate group of the information collection terminal 100 based on the generated optimal cultivation environment information It may include a selection unit 240 and a control signal generating unit 250 for generating a movement control signal for controlling the movement of the unmanned aerial vehicle 300.

At this time, the unmanned aerial vehicle 300 may transmit at least one of the growth environment information, the growth image information, and the state information to the integrated management server 200.

In addition, the integrated management server 200 may further include an output unit 260 that determines risk factors including disaster occurrence and theft based on the growth environment information and the growth image information and outputs an alarm.

For example, in the event of a disaster such as an earthquake, forest fire, typhoon, flood, etc., an alert can be output to the manager according to risk factors, and even when theft occurs, an alert is output to the manager and the growth video information You can print the information of the criminal in.

Specifically, the information storage unit 210 may separate and store each information together with a unique code of the information collection terminal 100, and may store received information by time and date.

Therefore, when the administrator of the integrated management server 200 approaches the information storage unit 210, it is possible to monitor the growth history of forest products stored by region and time and date. The stored growth history of the forest product may be provided to the purchaser when the forest product is sold.

The information learning unit 220 may compare information of each of the plurality of personal information collecting terminals 100 with each other and calculate the optimal cultivation environment information. In other words, the optimal cultivation environment information may be generated by generating data for each environmental condition by mapping the growing environmental condition collected by the information collecting terminal 100 with the growth degree of the forest product.

In addition, the information learning unit 220 determines a sequence of products based on the information stored in the information storage unit 210. Here, the product sequence means the order determined by using the number of individuals produced per cultivation area and the size of the number of individuals. In other words, the order of the farmhouses or cultivation regions with a large number of populations produced in a certain period for the same area and large population size is determined. It is assumed that the number of individuals produced over a certain period and the size of the number are proportional.

Therefore, the information learning unit 220 learns the product sequence based on various stored information to generate the optimal cultivation environment information to increase the number and size of forest products, and uses the generated information to determine the farmhouse or forest product that cultivates the forest product. It can be provided to the farmers who want to grow it.

Then, the terminal location selector 240 may select an installation location candidate group of the information collection terminal 100 based on the optimal cultivation environment information, that is, a plurality of installation location locations.

For example, if the information learning unit 220 calculates conditions such as high sunlight, 1000 m above sea level, and soil for a certain period of time after melting snow, the terminal location selection unit 240 provides geographic information of the forest where forest products are grown. Based on these conditions, multiple installation locations can be selected and provided to the manager.

The terminal status determination unit 230 may check whether the growth environment information and the growth image information are missing, and determine whether the information collection terminal 100 has a failure based on the status information. In addition, it is possible to check the remaining amount of the battery of the information collecting terminal 100 through the state information, and when there is no remaining amount, the administrator can perform charging.

At this time, the control signal generator 250 generates a solution according to the cause of the failure when the information collection terminal 100 is malfunctioning, and when the information collection terminal 100 is normal, a command signal for collecting missing information Can be transmitted to the unmanned aerial vehicle 300.

That is, when the information collection terminal 100 has a failure, the control signal generation unit 250 generates a solution, and the output unit 260 may notify the administrator.

On the other hand, when the information collection terminal 100 is normal, it is a case that an omission occurs due to a temporary error, and the control signal generator 250 checks when the time and date of the missing information is, and the unmanned aerial vehicle 300 It is possible to generate and output a command signal for re-collection of information by moving to the information collection terminal 100 in which the omission has occurred.

Therefore, the integrated growth process record management system 1 according to an embodiment of the present invention automatically maps and stores the growth process information of the forest product, so that it is extremely impossible to forge the growth history of the forest product. For example, since the stored information stores all of the work information, environmental information, crop information through video, date and time information, etc., forgery such as forgery recording the number of growing individuals, forgery of growth status information, or forgery of soil conditions. Can be prevented at the source. This anti-counterfeiting can as a result improve the accuracy and reliability of the growth history management.

4 is a block diagram of an unmanned aerial vehicle according to an embodiment of the present invention.

Referring to Figure 4, the unmanned aerial vehicle 300, the information collection terminal 100 and the integrated management server 200 through wireless communication, a transmitting and receiving unit 310 for transmitting and receiving the collected information and command signals, the information collection terminal A database 320 for storing information received from 100; And a location generator 330 that includes an image module and a GPS module, and generates real-time location information of the unmanned aerial vehicle based on this.

In this case, wireless communication refers to a network performing wireless communication. Wireless communication has various communication methods depending on the communication method used. For example, there are various technologies such as mobile communication networks such as 3G/LTE, wireless communication (Wi-Fi) according to IEEE 80211, and short-range wireless communication (Zigbee) according to IEEE 802154.

An unmanned aerial vehicle (UAV, 300) having a communication function may serve as a wireless communication node or a relay node. It is assumed that the unmanned aerial vehicle 300 has a configuration (communication module, etc.) for performing a communication function. The unmanned aerial vehicle 300 is a device that can fly by itself, such as a drone. The unmanned aerial vehicle 300 moves by flying in the air. Hereinafter, the movement of the unmanned aerial vehicle 300 will be described in terms of movement.

At this time, the unmanned aerial vehicle 300 may reach the information collection terminal 100 located in a geography where it is difficult for an administrator to visit.

In addition, by generating real-time location information, the integrated management server 200 can monitor the location of the unmanned aerial vehicle 300, and based on this, the manager can control the moving direction through the manager terminal 400.

As described above, the integrated management system 1 for recording the livestock process according to the embodiment of the present invention can automatically and remotely collect and manage the growth process information of forest products. In addition, it is possible to improve the security of forest products growing areas and monitor forest products in real time.

5 is a simplified data flow diagram of the integrated growth process record management system 1 according to an embodiment of the present invention.

When the unmanned aerial vehicle 300 approaches the information collection terminal 100 (S500), it receives at least one of growth environment information, growth image information, and status information of the information collection terminal 100 from the information collection terminal 100 (S510).

Then, the unmanned aerial vehicle 300 receives information from a plurality of information collection terminals 100, returns to the integrated management server 200, and transmits the received information to the integrated management server 200 (S520).

In addition, the information storage unit 210 and the control signal generation unit 250 of the integrated management server 200 check whether the received information is missing (S530).

At the same time, it is determined whether or not there is a failure of the information collection terminal 100 in which the received information is missing (S540).

At this time, in the terminal status determination unit 230 of the integrated management server 200, when the information collection terminal 100 is determined to be normal, that is, not a failure, the control signal generation unit 250 to receive the missing information again. Outputs a command signal for moving the unmanned aerial vehicle 300 to the information collection terminal 100 (S550).

On the other hand, when the terminal status determination unit 230 of the integrated management server 200 determines that the information collection terminal 100 is malfunctioning, the control signal generation unit 250 outputs a solution according to the cause of the malfunction. (S560) The administrator makes the information collection terminal 100 repaired.

As described above, the integrated growth process record management system 1 according to an embodiment of the present invention can promote convenience by automatically recording the growth process of forest products.

In addition, optimal environmental information can be provided in the growth of forest products, and reliability of data can be improved by checking whether or not the growth process record is omitted due to failure.

In addition, the present invention can remotely monitor a record of the growth process of a forest product located in a place where it is difficult for an administrator to move, and can enhance security.

In addition, the present invention can detect risk factors (forest fire, typhoon, earthquake, etc.) occurring in a forest product cultivation environment, thereby minimizing damage.

In the above, even if all the constituent elements constituting the embodiments of the present invention have been described as being combined into one or operating in combination, the present invention is not necessarily limited to these embodiments. That is, within the scope of the object of the present invention, all of the constituent elements may be selectively combined and operated in one or more.

In addition, the above description is merely illustrative of the technical idea of the present invention, and those of ordinary skill in the art to which the present invention pertains will be able to make various modifications and variations without departing from the essential characteristics of the present invention. . The scope of protection of the present invention should be interpreted by the following claims, and all technical ideas within the scope equivalent thereto should be interpreted as being included in the scope of the present invention.

Growth process record integrated management system: 1
Information collection terminal: 100
Sensor unit: 111 Image collection unit: 112
Control unit: 120 Charging unit: 130
Communication Department: 140 Storage Department: 150
Object detection unit: 160 Alarm generation unit: 170
Integrated management server: 200
Information storage unit: 210 Information learning unit: 220
Terminal status determination unit: 230 Terminal location selection unit: 240
Control signal generation unit: 250 Output unit: 260
Unmanned Vehicle: 300
Transceiver unit: 310 Database unit: 320
Location generator: 330
Manager terminal: 400

Claims (12)

An information collection terminal that collects growth environment information, which is cultivation environment information of forest products, and collects growth image information, which is cultivation image information of the forest product;
An unmanned aerial vehicle that receives and stores the growth environment information and the growth image information, and collects state information of the information collection terminal; And
Including; an integrated management server for generating the growth process information of the forest product by collecting the growth environment information and the growth image information in a time series, and learning the growth process information to generate optimal cultivation environment information for the growth of the forest product; and,
By interlocking with the information collection terminal and the integrated management server, at least one of the growth environment information, the growth image information, the growth process information, and the cultivation environment information of the forest product is stored, and the stored information is output to obtain the forest product. It further includes a manager terminal monitoring in real time,
The information collection terminal,
A sensor unit configured to detect and collect the growing environment information including at least one of illumination, humidity, outdoor temperature, soil moisture, soil acidity, wind speed, and wind direction;
An image collection unit for collecting the growth image information including an image of the surrounding environment and a growth image of the forest product during a predetermined time;
A charging unit including a battery for charging commercial power supplied from the outside;
A control unit for controlling transmission and reception of information collected by the sensor unit and the image collection unit, and generating status information including at least one of a remaining battery capacity of the charging unit, fault information of a component, and an internal temperature; And
Includes; a communication unit for transmitting at least one of the growth environment information, the growth image information, and the state information to the unmanned aerial vehicle,
An object detection unit detecting an external object invading the cultivation area of the forest product; And
An alarm generator that detects the external object or generates an alarm when a dangerous element occurs; further comprises,
The sensor unit,
It is composed of a plurality and is arranged at intervals of 5 to 15 cm in the direction of the root of the forest product growing in the soil,
The control unit,
The internal temperature is adjusted to a critical temperature range by controlling the speed of a cooling fan based on the growth environment information and the state information,
The integrated management server,
An information storage unit for storing the growth environment information and the growth image information received from at least one information collection terminal in chronological order;
An information learning unit that compares the information of the at least one information collection terminal and learns a result of the comparison to generate the optimal cultivation environment information;
A terminal state determination unit configured to receive the state information of the information collecting terminal in real time to determine whether or not a problem has occurred, and to determine a solution according to the generated problem;
A terminal location selection unit for selecting an installation location candidate group of the information collection terminal based on the generated optimal cultivation environment information; And
Including; a control signal generating unit for generating a movement control signal for controlling the movement of the unmanned aerial vehicle,
The integrated management server,
An output unit for outputting an alarm by determining risk factors including disaster occurrence and theft based on the growth environment information and the growth image information;
The unmanned aerial vehicle,
Transmitting at least one or more of the growth environment information, the growth image information, and the state information to the integrated management server,
The terminal state determination unit,
Check whether the growth environment information and the growth image information are missing, and determine whether or not there is a failure of the information collection terminal based on the status information,
The control signal generation unit,
When the information collecting terminal is broken, a solution according to the cause of the failure is created,
When the information collection terminal is normal, it transmits a command signal for collecting the missing information to the unmanned aerial vehicle,
Upon receiving the command signal for collecting the missing information, the unmanned aerial vehicle moves to the information collection terminal where the missing information is located and collects the information again,
The unmanned aerial vehicle,
Transmitting and receiving unit for transmitting and receiving the collected information and command signal with the information collection terminal and the integrated management server through wireless communication;
A database unit for storing information received from the information collection terminal; And
Including a camera and a GPS module, a location generator for generating real-time location information of the unmanned aerial vehicle based on the GPS module; growth process record integrated management system comprising a. delete delete delete delete delete delete delete delete delete delete delete

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