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ARTIFICIAL INTELLIGENCE TYPE INTEGRATION AUTOMATION SYSTEM USING BIG DATA AND ARTIFICIAL INTELLIGENCE MACHINE LEARNING

机译:利用大数据和人工智能机器学习的人工智能型集成自动化系统

摘要

BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to an integrated intelligent management system through big data and artificial intelligence machine learning. The present invention relates to an integrated management system for a poultry farm including a heat pump 10, a building farm 20, a heat carrier 30, a smart farm integration management server 40, an integrated control center 50, a worker terminal 60, The smart farm integrated management management server 40 includes a smart farm management server 40 and a smart farm management server 40. The smart farm management server 40 manages the intelligent farm management system A heat pump 10 for transferring temperature, flow rate, and pressure sensor data; A building aquaculture farm 20 for transmitting temperature, pH, dissolved oxygen (hereinafter, referred to as "DO") and flow sensor data to the smart farm integrated management automation management server 40; (30) for transmitting temperature, flow rate and pressure sensor data to the smart farm integration automated management server (40); And the data collection module 41 of the smart farm integrated management automation management server 40 drives the growth management software 43a as artificial intelligence software and provides each collected sensor data to the integrated control module 42 To provide a comprehensive control of the heat pump 10, the building farm 20 and the heat delivery device 30 to the remote integrated control center 50, the worker terminal 60 and the mobile device 70 . As a result, systematic information management, integrated control and growth (breeding) management for building farms with a large number of breeding tanks can be performed systematically and comprehensively by automated artificial intelligence formed by software (S / W) Lt; / RTI In addition, the trend of the water quality information of each water tank can be statistically analyzed, and it is possible to utilize the statistical information as feedback information to enable automatic growth (breeding) management. In addition to the integrated management of smart aquaculture integrated management, optimization of growth environment control and flow control (estimation of oxygen consumption rate (prediction of growth activities such as eating and sleeping conditions)), light control (Temperature and oxygen, CO2, DO, TGP, turbidity, etc.) can be achieved by automation of solid matter removal, water quality and water temperature control (LED illumination and color control for optimization of fish species growth environment). In addition, the sensor data, the integrated control details, the growth management details, the growth standard information, and the growth statistics are stored in the database 41i in real time, and the growth state and shipment state of the fish are stored in the machine learning program, It is possible to provide an integrated intelligent automation management system that creates an optimized environment.
机译:通过大数据和人工智能机器学习的集成智能管理系统技术领域本发明涉及一种通过大数据和人工智能机器学习的集成智能管理系统。家禽场的综合管理系统技术领域本发明涉及一种家禽场的综合管理系统,包括热泵10,建筑场20,热载体30,智能农场综合管理服务器40,综合控制中心50,工人终端60,农场综合管理服务器40包括智能农场管理服务器40和智能农场管理服务器40。智能农场管理服务器40管理智能农场管理系统A。热泵10用于传递温度,流量和压力传感器数据。建筑物水产养殖场20,用于将温度,pH,溶解氧(以下称为“ DO”)和流量传感器数据发送到智能养殖场综合管理自动化管理服务器40。 (30)用于将温度,流量和压力传感器数据传输到智能农场集成自动化管理服务器(40);并且,智能农场综合管理自动化管理服务器40的数据收集模块41驱动作为人工智能软件的生长管理软件43a,并将收集到的每个传感器数据提供给综合控制模块42。为了对热泵10进行全面控制,建筑农场20和向远程综合控制中心50,工作人员终端60和移动设备70的热传递设备30。结果,可以通过由软件(S / W)Lt组成的自动化人工智能系统地,全面地进行系统信息管理,集成控制和生长(育种)管理,以建设具有大量繁殖池的农场。此外,可以对每个水箱的水质信息的趋势进行统计分析,并且可以将统计信息用作反馈信息以实现自动生长(育种)管理。除了智能水产养殖综合管理的综合管理外,还优化了生长环境控制和流量控制(估计耗氧率(预测进食和就寝条件等生长活动)),光照控制(温度和氧气,CO2,DO ,TGP,浊度等)可以通过自动去除固体物质,水质和水温控制(LED照明和颜色控制以优化鱼类生长环境)来实现。另外,传感器数据,综合控制细节,生长管理细节,生长标准信息和生长统计信息被实时地存储在数据库41i中,并且鱼的生长状态和运送状态被存储在数据库41i中。机器学习程序,可以提供创建优化环境的集成智能自动化管理系统。

著录项

  • 公开/公告号KR102004165B1

    专利类型

  • 公开/公告日2019-07-26

    原文格式PDF

  • 申请/专利权人 부산외국어대학교 산학협력단;

    申请/专利号KR20180004999

  • 发明设计人 신규재;이정배;

    申请日2018-01-15

  • 分类号G06Q50/02;G06N99;G06Q10/10;G06Q30/02;G06Q50/10;

  • 国家 KR

  • 入库时间 2022-08-21 11:48:07

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