KR101551735B1 - Intelligent integrated management system for fish holding nursery and marinenursery facilities - Google Patents

Abstract

The present invention relates to a marine cage facility intelligent integrated management system. The present invention relates to an intelligent integrated module for processing real-time environmental sensing data inputted from an environmental sensor, collecting processed data and displaying the data in an LED state, controlling the facilities and controlling the feed remotely, An integrated self-diagnostic module for marine cage aquaculture facility to judge the emergency status by checking the operation status of the cage farm facility, automatic self-check and status setting, and checking facility loss and facilities; And intelligent integration module to manage the unit business based on speech recognition, build source data for analysis of fish species classification for intelligent class management, and smart growth management to collect ecological environment information; . This provides systematic production management, production cost reduction, and cost efficiency. In addition, remote control and remote power management of cage facilities are possible. In addition, it provides the effect of management by smartphone-based cage style and control by voice recognition.

Description

{Intelligent integrated management system for fish nursery and marinenursery facilities}

The present invention relates to an intelligent integrated management system for a maritime cage facility, and more particularly, to a marine cage facility intelligent integrated management system for systematic production management, production cost reduction, and cost efficiency.

Recently, in order to cultivate the cage culture business, the bride of the aquaculture industry is aiming at creating value and strengthening competitiveness in the aquaculture industry.

More specifically, it is necessary to strengthen the external competitiveness of the primary industry by concluding a global FTA and accelerating the opening of the market. For this purpose, it is required to develop the technology for providing high value-added industrialization through the fusion of intelligent systems and strengthening capability of FTA .

In other words, it is required to implement systematic production management, production cost reduction and cost efficiency through convergence of software and hardware in labor-intensive marine cage culture industry.

[Related Technical Literature]

1. A fish-raising farming method using offshore wind farm (Patent Application No. 10-2006-0085331)

2. SEA WIND POWER GENERATING FACILITY FOR MAKING INCLOSING NET (Patent Application No. 10-2011-0028424)

SUMMARY OF THE INVENTION The present invention has been made to solve the above problems, and it is an object of the present invention to provide an intelligent integrated management system for a maritime cage facility to realize systematic production management, production cost reduction, and cost efficiency.

The present invention also provides an intelligent integrated management system for marine cage facilities for enabling remote control and remote power management.

In addition, the present invention provides an intelligent integrated management system for a maritime cage facility to enable management by smart phone-based cage style and control by voice recognition.

However, the objects of the present invention are not limited to the above-mentioned objects, and other objects not mentioned can be clearly understood by those skilled in the art from the following description.

In order to achieve the above object, an intelligent integrated management system of a maritime cage facility according to an embodiment of the present invention processes real-time environmental sensing data input from an environmental sensor, collects processed data and displays the data in an LED state, Management and control of feed remote Cage farm management facility intelligent integration module; And an integrated self-diagnostic module for marine cage aquaculture facility to determine the emergency condition by checking the operation status of the cage farm facility, automatic self-check and status setting, and checking facility loss and facilities; And a control unit.

According to another embodiment of the present invention, the intelligent integrated management system of the marine cage facility includes: a unitary task management based on speech recognition; a source data construction for analyzing pattern classification pattern analysis for intelligent class management; and a smart growth Management intelligent integration module; Further comprising:

In the intelligent integrated management system of a marine cage facility according to another embodiment of the present invention, the intelligent integration module of the cage farm management system independently processes the environment sensing data, and synchronizes with the processing to collect information of environmental sensing data A sensing data processing module for analyzing and analyzing data; An LED status display module for controlling the LED for status display provided in the cage farm management facility intelligent integration module to control the data processing status and the control status to be output in a separated form according to the status; A data transmission module for reliably detecting error information in a data communication protocol to implement the cage farm management intelligent integration module; A network interface (CDMA) module for performing data connection between base stations through different handoff techniques to CDMA communication to effectively process data collected in the cage farm management intelligent integration module; A facility control / management module that controls the current state, the operation command, the state of voltage and current, and the amount of feed to feed fish; A form environment information collection module for collecting form environment information, environment sensing data information and cage loss detection data; And feed remote feeding module that remotely manages and controls feed feed which can feed form feed to cultured fish of cage farm. And a control unit.

In the intelligent integrated management system for a maritime cage facility according to another embodiment of the present invention, the data transmission module is implemented by a first mode and a second mode, and the first mode is a frequency- And the second mode is a mobile terminal such as a mobile terminal such as a mobile phone with M2M (3G), a public terminal such as a cellular phone, a home appliance, and a public facility such as CCTV And is connected to a mobile communication network and a portable Internet through a sensor attached to various objects.

In the intelligent integrated management system for marine cage facilities according to another embodiment of the present invention, the marine cage aquaculture facility self-diagnosis integration module periodically checks whether the main facilities installed in the cage are in normal operation, An automatic operation status self-checking module that provides a function to collect and control an alarm and sends an alarm to an administrator when detecting a non-operational facility; It enables users to monitor and control the operation status of the system anytime and anywhere by connecting the Internet web in the PC environment without residing directly on the spot. By combining smart phone and wireless LAN (WLAN) technology, A system state remote setting module for ensuring convenience; It is a module that user can remotely inquire about the loss status information of the Cage farm facility. It is a module that detects the loss confirmation sensor to accurately cope with serious damage caused by unpredictable ocean weather in the Cage farm environment. Verification module; A Cajun farm facility diagnosis module that enables users to check and control the status of facilities of the system anytime and anywhere by linking the Internet web in a PC environment without user's inspection; In case of detection of abnormality diagnosis data of cage farm facility, data collected by wired network is implemented by itself. CDMA communication is used to transmit the data to the intelligent integration module of Cage farm facility management and to allow the user to remotely receive abnormality information of marine cage farm facility Self - diagnostic information transmission communication module; A battery status information checking module for enabling a user to remotely inquire data about a power source and providing an environment for effectively controlling main power and auxiliary power; And an emergency diagnosis system that detects unforeseeable damage such as damage due to loss and weather of a cage farm facility and a collision of a ship in advance, and controls / manages individual state abnormality information collecting data of the abnormality sensor Context aware module; And a control unit.

In the intelligent integrated management system of the marine cage facility according to another embodiment of the present invention, the smart growth management intelligent integration module is a management control module based on speech recognition for a farm worker, A unitary task management module based on a voice recognition for allowing an operator based on inputting and viewing data by voice; The purpose of this study is to systematically carry out the construction of the raw data DB for the intelligent fishery management systematically. The data of the change of the food intake according to the change of the water temperature in the cage culture farm, the change of the feed size and the feed amount according to the growth size Data type, Feed growth density, Growth rate, Standard growth rate, Raw data DB for intelligent feed management; And CCTV installed in the cage farms. It is also possible to analyze the food activity after a certain period of time after the feeding, and to collect various statistical data by period. An ecological environment information collection module provided therein; And a control unit.

The intelligent integrated management system of the marine cage facility according to the embodiment of the present invention provides systematic production management, production cost reduction, and cost efficiency.

In addition, the marine cage facility intelligent integrated management system according to another embodiment of the present invention provides an effect of remote control and remote power management for cage facilities.

In addition, the marine cage facility intelligent integrated management system according to another embodiment of the present invention provides an effect that can be managed by smartphone-based cage style and control by voice recognition.

FIG. 1 is a view showing an intelligent integrated management system for a maritime cage facility according to an embodiment of the present invention.
FIG. 2 is a hardware block diagram of the marine cage facility intelligent integrated management system of FIG. 1. FIG.
3 is a network configuration diagram of the marine cage facility intelligent integrated management system of FIG.
FIG. 4 is a view showing a software configuration diagram of the marine cage facility intelligent integrated management system of FIG. 1. FIG.
FIG. 5 is a view for explaining the intelligent integration module of the cage farm management system in FIG. 1; FIG.
FIG. 6 is a diagram for explaining the marine cage aquaculture facility self-diagnosis integration module in FIG. 1 in detail.
FIG. 7 is a view showing a method of displaying an output to an LED device by the LED status display module 120 among the intelligent integration modules of the cage farm management in FIG.
FIG. 8 is a diagram illustrating a speech recognition procedure performed by the unitary task management module 310 based on the speech recognition among the smart growth management intelligent integration modules in FIG.
FIG. 9 is a conceptual diagram illustrating a speech recognition procedure by the unitary task management module 310 based on speech recognition among the smart growth management intelligent integration modules in FIG.
FIG. 10 is a conceptual diagram showing a construction of a data DB by a pattern analysis root data pattern DB for intelligent class management among intelligent integration modules of smart growth management in FIG. 1; FIG.
FIG. 11 is a view showing a service configuration diagram of the marine cage facility intelligent integrated management system of FIG. 1. FIG.

DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS Hereinafter, a detailed description of preferred embodiments of the present invention will be given with reference to the accompanying drawings. In the following description of the present invention, detailed description of known functions and configurations incorporated herein will be omitted when it may make the subject matter of the present invention rather unclear.

In the present specification, when any one element 'transmits' data or signals to another element, the element can transmit the data or signal directly to the other element, and through at least one other element Data or signal can be transmitted to another component.

1 is a view showing an intelligent integrated management system 1 of a maritime cage facility according to an embodiment of the present invention. Fig. 2 is a diagram showing the hardware configuration of the marine cage facility intelligent integrated management system 1 of Fig. 1. Fig. 3 is a network configuration diagram of the marine cage facility intelligent integrated management system 1 of FIG. 4 is a diagram showing the software configuration of the marine cage facility intelligent integrated management system 1 of Fig. FIG. 5 is a diagram for explaining the cage culture facility management intelligent integration module 100 in FIG. 1 in detail. FIG. 6 is a diagram for explaining the marine cage aquarium self-diagnosis integration module 200 in FIG. 1 in detail. FIG. 7 is a diagram illustrating a method of displaying an output of an LED device by the LED status display module 120 among the intelligent integration module 100 of the cage farm management in FIG. FIG. 8 is a diagram illustrating a speech recognition procedure by the unitary task management module 310 based on speech recognition among the smart growth management intelligent integration module 300 in FIG. FIG. 9 is a conceptual diagram illustrating a speech recognition procedure by the unitary task management module 310 based on the speech recognition among the smart growth management intelligent integration module 300 in FIG. FIG. 10 is a conceptual diagram showing a construction of a data DB based on a pattern classification analysis source data DB 320 for intelligent class management among the smart growth management intelligent integration module 300 in FIG. 1. 11 is a view showing a service configuration diagram by the marine cage facility intelligent integrated management system 1 of FIG.

1 to 6, the marine cage facility intelligent integrated management system 1 includes an intelligent integration module 100, a marine cage aquaculture facility self-diagnosis integration module 200, a smart growth management intelligent integration module 300, a power supply unit 400, and a web server / DB server 500.

First, the cage farm management facility intelligent integration module 100 includes a sensing data processing module 110, an LED status display module 120, a data transmission module 130, a network interface (CDMA) module 140, Module 150, a form environment information collection module 160, and a feed remotely feed module 170.

The sensing data processing module 110 processes the real-time environmental sensing data input from the environmental sensor provided in the cage farm management module 100 and collects the processed data. The sensing data processing module 110 independently processes environmental sensing data, and collects and analyzes information of environmental sensing data by synchronizing with the processing.

The sensing data processing module 110 performs a function of interlocking services and information or storing sensing data according to the environment sensing data generation status.

The sensing data processing module 110 tests the durability of the environmental sensor to be applied to the marine industry and the environment (salt, wave, vibration) to be applied to each environmental sensor node.

The sensing data processing module 110 performs determination based on the feedback accuracy of sensing accuracy of each environmental sensor and provides judgment data.

The sensing data processing module 110 includes a function of analyzing an error correction for an environment that may affect the communication of each environmental sensor, such as interference due to sea level characteristics.

The LED status display module 120 controls the LED for status display provided in the intelligent integration module 100 of the cage farm management system so that the data processing status and the control status are handed over and output in a separated form according to the status.

The LED status display module 120 controls the low power LED device in order to improve the topographical characteristics of the marine environment and the intelligent integration module 100 of the cage farm management. As shown in FIG. 7, a method of displaying an output to an LED device by the LED status display module 120 among the intelligent integration module 100 of the cage farm management in FIG. 1 can be implemented.

The data transfer module 130 must detect the error information in the data communication protocol to implement the reliable cage aquaculture facility management intelligent integration module 100. [ The data transfer module 130 may be implemented by a first mode and a second mode.

The first mode is a frequency common radio communication mode in which the frequency band allocated to the service is divided into a constant channel and a plurality of users access and communicate on a channel-by-channel basis. It is possible to apply it perfectly to the marine environment because it is composed of a plurality of propagation channels, and selectively uses frequencies to provide high reliability of data processing and interference with surrounding environment and security.

The second mode is M2M (3G), which is a method of connecting with a mobile communication network and a portable Internet through a sensor attached to various objects such as a small terminal such as a mobile phone, a home appliance, and a public facility such as a CCTV. In this case, it is possible to configure the middleware which is connected with the marine cage farm facility to monitor the remote control and the surrounding situation, and it is possible to easily access various equipment installed in the facility. The mutual information can be exchanged through the respective connected networks, so that it is possible to easily check the state of the equipment at a long distance, and to easily grasp the position, control and monitoring.

The network interface (CDMA) module 140 has the advantage of facilitating data connection between base stations through other handoff techniques for CDMA communication in order to effectively process the data collected in the cage farm management facility intelligent integration module 100.

The network interface (CDMA) module 140 is less power consuming and efficient for the marine cage farm environment.

The facility control / management module 150 controls the amount of feed entering the feeding of the aquaculture fish through the communication between the current state, the operation command, the voltage and the current state, and the feed remote feeding module 170.

The facility control / management module 150 has an RS-232C / RS-485 communication port for wired communication with the control / management sensor. The facility control / management module 150 analyzes the operation signal using a microprocessor, Execute the command.

The facility control / management module 150 measures and converts information on the current state, the operation command, the voltage and the current state, and the amount of feed to be fed to the farmed fish, Transmission is possible.

The form environment information collection module 160 can collect environment sensing data information such as form environment information (water temperature, etc.) and cage loss detection data.

The form environment information collection module 160 is capable of real-time safety monitoring and environmental information collection via the Internet and provides scalability to combine loggers and sensors to collect reliable data in various cage farm facilities.

The data collected in the middleware of the form environment information collection module 160 periodically has a main server backup function.

The aquaculture environment information collection module 160 has a function of facilitating the addition and removal of a new cage farm facility and appropriately responding to a crisis situation.

The feed remote feed module 170 remotely manages and controls feeding feeds that can feed formulations to the aquaculture of the cage farm.

The feed remote feeding module 170 enables a user's operation through the transmission communication module of the network interface (CDMA) module 140 to be remotely enabled, and a user-friendly environment capable of controlling the feed feeding by remote control to provide.

The feeding remote feeding module 170 controls the opening and closing of the feed feeding opening and feeding of the feeding feeder in a predetermined unit and provides an easy operation environment to facilitate the feed feeding smoothly, Consider the management efficiency of payroll.

The feed grade feeder module 170 is designed and manufactured with its own buoyancy and the materials used in the feed grade feeder are PE and stainless steel, which have high durability against seawater.

Regular replacement parts for feeders are designed to be easy to maintain by ordinary users. It is desirable to minimize the contact of seawater to prevent corruption and adhesion of feeds due to seawater. In addition, it is desirable to be able to apply effectively to the influence of the current and the tidal phenomenon through stable fixation through mechanical design and close arrangement with the facility.

The feed remote feeding module 170 is equipped with an intelligent middleware and has a feed feeding control function and a maritime self-diagnosis function.

In addition, the facility control / management module 150 described above can be further controlled by providing a control environment for monitoring and operation so that the user can control the facility from a remote location. In the case of controlling the cage farm facility, Is a simple module using a dedicated middleware. By replacing the functions of an expensive system, an efficient system is constructed and a wireless interface technology is implemented comprehensively. Provides an environment that can effectively control the system.

Next, the marine cage aquaculture facility self-diagnosis integration module 200 includes an automatic operation state self-check module 210, a system state remote setting module 220, a facilities loss confirmation module 230, a cage farm facility diagnosis module 240, A self-diagnosis information transmission communication module 250, a battery status information checking module 260 and an emergency situation recognition module 270.

The automatic operation status self-checking module 210 periodically checks whether the main facility installed in the marine cage is operating normally to provide a function for automatically collecting and controlling information, And sends an alarm to the administrator.

The system state remote setting module 220 allows the user to monitor and control the operation state of the system at any time by interworking with the Internet web in a PC environment without being directly resided in the field, WLAN) technology to overcome the spatial limitations of the remote control monitoring system based on TCP / IP communication which is not suitable for the existing marine environment and to ensure the convenience to users. The system state remote setting module 220 is operated as a program for controlling and monitoring the local system, thereby providing convenience and reliability.

The facilities loss confirmation module 230 is a module that allows the user to remotely inquire about the loss status information of the marine aquaculture facility. It is a module for accurately responding to the serious damage caused by unpredictable marine weather in the marine cage farm environment And performs detection on the confirmation sensor.

The facilities loss confirmation module 230 performs data transmission / reception through a wired multiple sensing interface module and a TRS / M2M and CDMA hybrid network for improving transmission reliability for ensuring the reliability of multiple sensing data.

The cage farm facility diagnosis module 240 can check and control the facility status of the system anytime and anywhere by connecting the Internet web in the PC environment without the need of the user's inspection. The cage farm facility diagnosis module 240 collects efficient diagnostic information through accurate data transmission through wired connection with the sensors installed on the site, and provides reliability.

The self-diagnostic information transmission communication module 250 transmits the data collected in the wired network to the intelligent integration module 100 of the user's cage farm management through the implementation CDMA communication when the abnormality diagnosis data of the cage farm is detected.

The self-diagnostic information transmission communication module 250 is provided to allow a user to remotely receive abnormal information of a marine cage farm facility.

The battery status information checking module 260 is provided for systematic management of power use because it requires a reliable and stable power supply in case of integrated cage aquaculture facility management. The battery status information checking module 260 enables a user to remotely inquire data about a power source and provides an environment for effectively controlling the main power and the auxiliary power.

The emergency awareness module 270 can detect in advance unpredictable damage such as damage to the cage farm facilities, damage due to weather, and collision of ships.

The emergency condition recognition module 270 is a module for collecting data of the status abnormality sensors in order to implement the self diagnosis function, and individual status abnormality information is controlled / managed in the self diagnosis kit.

The emergency situation recognition module 270 implements a transmission function to the user through a communication network that can be transmitted through the error information transmission protocol, receives hardware data of the self-diagnosis kit, and can be remotely controlled by the user. And self-diagnostic data collection and control environment that can collect image information according to emergency situation.

The emergency situation recognition module 270 has a function of converting a measurement signal to be transmitted to a digital signal and transmitting the digital signal to the outside, and conveniently controlling the digital signal through a network communication device installed in a cage farm.

Next, the smart growth management intelligent integration module 300 will be described. The smart growth management intelligent integration module 300 includes a unitary task management module 310 based on a voice recognition, A data DB 320 and an ecological environment information collection module 330. [

The speech recognition based unit task management module 310 is a speech recognition based management module for a farm worker. In general, farm workers in the field have a real problem that systematic data management based on PCs is very difficult because of their poor ability to use PCs and large workloads. In other words, in the PC environment, since input and inquiry of daily work data is performed through complicated information searching process, a great deal of user training is required. Accordingly, it is a unitary task management module 310 based on a voice recognition in which a smartphone-based worker possessed by an individual can directly input and inquire data by voice.

The unitary task management module 310 based on the speech recognition supports a function of inputting various information through speech recognition and monitoring the entire situation of the farm so that it is not difficult for an operator to input and manage data.

The conventional data input method is a method of viewing the text of the screen and inputting a value to the input item. This method is very likely to input error data when there is no precise knowledge about how to use the program. However, The unitary task management module 310 allows the user to input data in the form of a question using speech recognition technology, thereby preventing error data from being generated.

The unitary task management module 310 based on the speech recognition has a merit that speech recognition is possible through the operator's smartphone as well as the PC of the field worker and data can be processed based thereon. As shown in FIG. 8, the unitary task management module 310 based on speech recognition can perform a speech recognition procedure using the preprocessor and the recognition unit, and the speech recognition procedure can be performed through interoperation with the DBMS.

Analysis of Patterns of Feed Patterns for Intelligent Feed Management The raw data DB (320) is based on experience because it does not build up raw data about the change pattern of feed pattern due to environmental changes at the current farm, Overpayment of growth rate, slow growth rate, and so on. The data DB construction by the pattern analysis raw data DB 320 for the intelligent class feed management can be systematically performed as shown in FIG.

Analysis of Feed Patterns for Various Types of Fish for Intelligent Feed Management The raw feed data database 320 includes data on changes in feed intake with changes in water temperature for caged aquaculture farms, The raw data such as the optimum breeding density and the standard growth rate by size are stored and constructed.

Analysis of Fishery Patterns for Intelligent Feedwater Management The fishery data DB 320 is a data analysis program for the purpose of realizing the efficient operation of the farm and intelligent feeding of the fisheries through the construction of the raw data for the systematic feeding pattern. Build.

The first DB of the raw data DB 320 for the intelligent class feed management is constructed by constructing the raw data of the feeding pattern analysis for mackerel and the second DB is expanded to other species such as red sea bream and rockfish, It is used as data for development of feeding grade.

The eco-environment information collection module 330 collects data for analyzing the activity of the food through the CCTV installed in the cage farm, and the manager can analyze the food activity after the lapse of a certain period of time after the feeding, And a function of collecting various statistical data can be provided.

The power supply unit 400 supplies power to the cage farm facility management intelligent integration module 100 and the marine cage aquaculture facility self-diagnosis integration module 200 and the cage aquaculture facility, (500) is formed including a DBMS server.

As described above, preferred embodiments of the present invention have been disclosed in the present specification and drawings, and although specific terms have been used, they have been used only in a general sense to easily describe the technical contents of the present invention and to facilitate understanding of the invention , And are not intended to limit the scope of the present invention. It is to be understood by those skilled in the art that other modifications based on the technical idea of the present invention are possible in addition to the embodiments disclosed herein.

100: Cage aquaculture facility management intelligent integration module
110: Sensing data processing module
120: LED status display module
130: Data transfer module
140: Network Interface (CDMA) module
150: Facility control / management module
160: Form environment information collection module
170: Feed remote feed module
200: Self-diagnosis integrated module of marine cage aquaculture facility
210: Automatic operation status self-check module
220: System status remote setting module
230: Facility Loss Check Module
240: Cage farm facility diagnosis module
250: Self-diagnostic information transmission communication module
260: Battery status information check module
270: emergency recognition module
300: Smart Growth Management Intelligent Integration Module
310: Unitary management module based on speech recognition
320: Classification of fishery pattern for intelligent fishery management Raw data DB
330: Ecological environment information collection module
400: Power supply
500: Web server / DB server

Claims (5)

Real-time environmental sensing data input from an environmental sensor, collects processed data and displays it as an LED state, processes the environment sensing data independently for facility control / management and feed remote control, Sensing data processing module for collecting and analyzing the information of sensing data, and controlling LED for status display provided in intelligent integrated module of cage farm management to take over data processing state and control state and output it in a separated form according to the state A data transmission module for reliably detecting error information in a data communication protocol to implement the cage farm management intelligent integration module reliably, and a data transmission module for efficiently processing the data collected in the cage farm management facility intelligent integration module CDMA communication A network interface (CDMA) module that performs data connection between base stations through a handoff technique according to the present invention, a facility control / management module for controlling the current state, operation command, voltage and current status, , Form environment information, environmental sensing data information and cage detection data collection module for environmental information collection module and cage culture feed facility for remotely managing and controlling food feed that can feed compound feed to fish An intelligent integrated module for cage farm management; It automatically checks the status of operation of the main facility installed in the cage in order to check the operation status of the cage farm, automatic remote check of the facility, remote control of facilities, and diagnosis of emergency facilities. It is a self-checking module that automatically sends alarms to administrators when a facility that does not operate normally is detected. It is a self-monitoring module that enables users to control the system at anytime and anywhere System status remotely setting module that allows the user to monitor and control the operation status of the smartphone and combine smart phone and wireless LAN (WLAN) technology to ensure user convenience, As a module that can inquire the loss status information, Facility loss detection module that performs detection of loss detection sensor to precisely cope with serious damage caused by unpredictable marine weather in a farm facility environment. Cage farm facility diagnosis module that enables to check and control facility status of system Cage farm data management system to detect abnormality diagnosis data of cage farm facility Self-implements data collected by wired network Cage farm facility management through intelligent integrated module A self-diagnosis information transmission communication module for allowing a user to remotely receive abnormal information of a marine farm facility, a user can remotely inquire data about the power source, and can effectively control the main power and auxiliary power Environment Provides battery status information inspection module and damage detection of damage and weather of caged farm facilities, damage including ship collision, and collects data of status abnormality sensors. A self-diagnosis integration module for a marine cage aquaculture facility comprising an emergency recognition module to be controlled / managed; And Intelligent Integrated Module for Smart Growth Management which collects ecological environment information, and intelligent integrated management module which is composed of voice recognition based unit business management, intelligent class management, As a result,
Wherein the data transmission module comprises:
Wherein the first mode and the second mode are implemented by a first mode and a second mode for detecting error information in a data communication protocol of a cage farm management facility intelligent integration module, A plurality of users are connected and communicated on a channel-by-channel basis, a plurality of radio wave channels are grouped, and a frequency is selectively used to perform data processing,
The second mode is M2M (3G), a smart intelligence communication system using mobile communication network and mobile internet through sensors attached to public facilities including mobile phones, household appliances and CCTV, and is connected to marine cage farm facilities for remote control and peripheral It is composed of middleware capable of monitoring the situation. It is configured to check the status of the equipment remotely, locate, control, and monitor remote devices by mutually exchanging information through the network connected to the equipment installed in the facility
The smart growth management intelligent integration module comprises:
The purpose of this study is to systematically carry out the construction of the raw data DB for the intelligent fishery management systematically. The data of the change of the food intake according to the change of the water temperature in the cage culture farm, the change of the feed size and the feed amount according to the growth size Data, growth rate, growth rate, and standard growth rate. The first DB was constructed to construct the raw data for analysis of mackerel, and the second DB was expanded to other species of red sea bream and rockfish. Feed pattern analysis for each species for intelligent feed management that can be used as feeding data Raw data DB; And
The CCTV installed in the cage farms collects data to analyze the activity of food. The manager can analyze the food activity after a certain period of time after feeding, and collects various statistical data by period. Ecological environment information collection module; Wherein the intelligent integrated management system of the maritime cage facility comprises: delete delete delete delete

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