SMARTFARM MANAGEMENT METHOD AND APPARATUS USING VIRTUAL SENSORS

• Main Authors: KIM, Jae Heon, LEE, Meong Hun, KIM, Seung Jae, YOE, Hyun, CHOE, Hyeon O
• Format: Patent
• Language: English; French; Korean
• Published: 27.06.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

This SmartFarm management method using virtual sensors comprises steps in which a management apparatus: receives information measured by actual sensors, information measured by the virtual sensors, and state information about an environment management device; monitors SmartFarm on the basis of the information measured by the real sensors, the information measured by the virtual sensors, and the state information about the environment management device; analyzes the monitoring result through a deep learning model so as to detect whether there is an anomaly in the real sensors and the virtual sensors; and manages the SmartFarm by controlling the real sensors, the virtual sensors and the environment management device on the basis of the detection result. Ce procédé de gestion de ferme intelligente utilisant des capteurs virtuels comprend des étapes dans lesquelles un appareil de gestion : reçoit des informations mesurées par des capteurs réels, des informations mesurées par les capteurs virtuels, et des informations d'état concernant un dispositif de gestion d'environnement ; surveille la ferme intelligente sur la base des informations mesurées par les capteurs réels, les informations mesurées par les capteurs virtuels, et les informations d'état concernant le dispositif de gestion d'environnement ; analyse le résultat de surveillance par l'intermédiaire d'un modèle d'apprentissage profond de façon à détecter s'il existe une anomalie dans les capteurs réels et les capteurs virtuels ; et gère la ferme intelligente en commandant les capteurs réels, les capteurs virtuels et le dispositif de gestion d'environnement sur la base du résultat de détection. 가상 센서를 이용한 스마트팜 관리 방법은 관리장치가 실물센서가 측정한 정보, 가상센서가 측정한 정보 및 환경관리장치의 상태 정보를 입력 받는 단계; 상기 관리장치가 상기 실물센서가 측정한 정보, 상기 가상센서가 측정한 정보 및 상기 환경관리장치의 상태 정보를 기초로 스마트팜(SmartFarm)을 모니터링 하는 단계; 상기 관리장치가 상기 모니터링 결과를 딥러닝 모델로 분석하여 상기 실물 센서 및 상기 가상센서에 이상이 있는지 검출하는 단계; 및 상기 관리장치가 상기 검출 결과를 기초로 상기 실물센서, 상기 가상센서 및 상기 환경관리장치를 제어하여 상기 스마트팜을 관리하는 단계;를 포함한다.