The Journal of the Institute of Internet, Broadcasting and Communication (한국인터넷방송통신학회논문지)

The Institute of Internet, Broadcasting and Communication (한국인터넷방송통신학회)
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Smart Plants Management System based on Internet

인터넷 기반 스마트 화초 관리 시스템

  • 박현숙 (동아방송예술대학교 방송예술융합계열) ;
  • 박천관 (국립목포해양대학교 항해정보시스템학부) ;
  • 홍유식 (상지대학교 컴퓨터 정보공학부)
  • Received : 2015.07.23
  • Accepted : 2015.10.09
  • Published : 2015.10.31
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Abstract

Recently the artificial intelligence green house system, which collects automatically the informations of plants cultivation circumstances and controls the growing circumstances, is studied using temperature, humidity and illuminance sensors. In this paper, the inference for plants cultivation of optimum circumstance conditions is simulated on the internet bases by predicting the temperature, humidity and illuminance. On the IOT circumstances, the plant cultivation conditions of temperature, humidity and illuminance, using Arduino sensor, are transmitted to the manager on realtime and if the optimum condition of temperature and humidity for plant cultivation is not equal to the values, the system transmits automatically the SMS warning messages on realtime. Although the sudden climite conditions(snow, rain, hot weather) are occurred, the optimum condition of plant cultivation can be controlled. In this paper, using Fuzzy rules and WEKA TOOL, although the same flora temperature zone is used, the simulation is produced for the optimum value of temperature, humidity and illuminance for the zone.

요즈음, 온도 및 습도, 조도 센서를 이용하여서, 식물 재배 환경 정보를 자동으로 수집하고 생장환경을 관리하는 지능형 온실 시스템이 많이 연구되고 있다. 본 논문에서는 조도, 온도 및 습도를 예측해서 인터넷 기반에서, 식물 재배의 최적 환경 조건을 추론하는 모의실험을 하였다. IOT 환경에서, 식물 재배 조건을 온도, 습도, 조도를 아두이노 센서에 실시간으로 온실 관리자에게 전송해서, 식물 재배에 필요한 최적의 온도, 습도 조건 값보다 크거나 적으면 자동으로 SMS 경고 문자를 실시간으로 전송해 주기 때문에, 급격한 기후 변화 (눈,비, 폭염)조건일 경우라도 최적의 화초 재배조건을 관리 할 수 있다. 본 논문에서는 퍼지논리와 WEKA TOOL을 이용하여서, 같은 온대 식물이라도, 그 지역에 필요한 최적의 온도, 습도, 조도(일사량) 수치를 산출하는 모의실험을 하였다.

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