• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Diagnosis and Control of Hydroponic System Based on Al

Research Project

Project/Area Number 63860035
Research Category

Grant-in-Aid for Developmental Scientific Research (B).

Allocation TypeSingle-year Grants
Research Field 農業気象・生物環境制御学
Research InstitutionEhime University

Principal Investigator

HASHIMOTO Yasushi  Ehime Univ., Col. of Agric., Professor, 農学部, 教授 (30036298)

Co-Investigator(Kenkyū-buntansha) GOTO Eiji  Univ. of Tokyo, Col. of Agric., Research Assistant, 農学部, 助手 (00186884)
FUKUYAMA Toshio  Ehime Univ., Col. of Agric., Associate Professor, 農学部, 助教授 (90036351)
MORIMOTO Tetsuo  Ehime Univ., Col. of Agric., Research Assistant, 農学部, 助手 (50127916)
NISHINA Hiroshige  Ehime Univ., Col. of Agric., Associate Professor, 農学部, 助教授 (70134509)
Project Period (FY) 1988 – 1990
Project Status Completed (Fiscal Year 1990)
Budget Amount *help
¥19,900,000 (Direct Cost: ¥19,900,000)
Fiscal Year 1990: ¥1,800,000 (Direct Cost: ¥1,800,000)
Fiscal Year 1989: ¥3,100,000 (Direct Cost: ¥3,100,000)
Fiscal Year 1988: ¥15,000,000 (Direct Cost: ¥15,000,000)
KeywordsHydroponics / Artificial Intelligence / Environmental Control / Plant Factory / System Diagnosis / Support System / Component measurement / Physiological ecology / 情報化農業
Research Abstract

In this research, In order to realize computer integrated agriculture, the authors cultivated tomato plants in hydroponics, measured and identified the cultivation process, and investigated the possibility of introduction of diagnosis and expert system by al Al (artificial intelligence) into cultivation process. As the results, the followings have been mede clear.
(1) Diagnosis of plant growth by measurement and identification of cultivation process :
It was made clear that it is possible to express the process of plant cultivation in hydroponics by means of identification (linear, non-linear, on-line).
(2) Cultivation support expert system by Al :
Languages for expert system have been developed by using the Al-computer introduced in this research. Know-how of cultivation was constructed as an expert system, and the expert system which changes the EC' set-point of hydroponic system according to the plant growth works well.
(3) Fuzzy control of hydroponic system :
There are various uncertain parameters in hydroponic system, causing the difficulty of system diagnosis and control. It have been made clear that introduction of fuzzy theory into these problems is very effective.
(4) Support system for tomato cultivation :
The authors investigated support system which controls cultivation process by computer, and made a good system for tomato cultivation.
(5) Possibility of computer integrated agriculture :
The authors developed a model which integrated Al and fuzzy information processing and computer processing in conventional process control in hydroponic system, and made clear the possibility of computer integrated system in agriculture.

Report

(4 results)
  • 1990 Annual Research Report   Final Research Report Summary
  • 1989 Annual Research Report
  • 1988 Annual Research Report
  • Research Products

    (25 results)

All Other

All Publications (25 results)

  • [Publications] 森本 哲夫,福山 寿雄,橋本 康: "水耕トマトの生育診断とその環境制御(I)" 生物環境調節. 27(4). 137-143 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] 羽藤 堅治,福山 寿雄,神尾 泰昭,橋本 康: "AIを用いた栽培支援システム(I)" 生物環境調節. 28(3). 109-112 (1990)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] 森本 哲夫: "ファジイ理論を用いた水耕養液のpH制御" 生物環境調節. 28(4). 177-178 (1990)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] K.Hatou,H.Nishina,Y.Hashimoto: "Tomato Cultivating Support System Based on Computer Integrated Agricultural Production." Proc.of 3rd International Congress for Computer Technology. 100-107 (1990)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] K.Hatou,H.Nishina,Y.Hashimoto: "Computer Integrated Agricultural Production." Proc.IFAC 11th World Congress. Vol.11. 306-310 (1990)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] 橋本 康: "バイオシステムにおける計測・情報科学" 養賢堂, 265 (1990)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Y.Hashimoto (編著): "Measurement Techniques in Plant Science" Academic Press (San Diego), 431 (1990)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Tetsuo MORIMOTO, Toshio FUKUYAMA and Yasushi HASHIMOTO: "Growth Diagnosis and Optimal Environmental Control of Tomato Plant Cultivated in Hydroponics. (I) System Identification of Net CO_2 Uptake and NO_3^- Consumption as Affected by Light Intensity. (in Japanese with English Summary)" Environ. Control in Biol.27-4. 137-143 (1989)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Kenji HATOU, Toshio FUKUYAMA, Yasuaki KAMIO and Yasushi HASHIMOTO: "Cultivating Support System Using Al-Computer. (1) Adjustment of EC' Set-point for Tomato Cultivating Process in NFT (in Japanese with English Summary)" Environ. Control in Biol.28-3. 109-112 (1990)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Tetsuo MORIMOTO: "Application of Fuzzy Logic to the Process Control of pH in Deep Hydroponic System (in Japanese with English Summary)" Environ. Control in Biol.28-4. 177-178 (1990)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Kenji HATOU, Hiroshige NISHINA and Yasushi HASHIMOTO: "Tomato Cultivating Support System Based on Computer Integrated Agricultural Production." Proc. of 3rd International Congress for Computer Technology. 100-107 (1990)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Kenji HATOU, Hiroshige NISHINA and Yasushi HASHIMOTO: "Computer Integrated Agricultural Production." Proc. IFAC 11th World Congress. Vol. 11. 306-310 (1990)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Yasushi HASHIMOTO: Yokendo (Tokyo). Measurement and Information Science in Bio-system. (in Japanese), 265 (1990)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] Yasushi HASHIMOTO (Editor): Academic Press (San Diego). Measurement Techniques in Plant Science., 431 (1990)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] 羽藤 堅治,福山 寿雄,神尾 泰昭,橋本 康: "AIを用いた栽培支援システム(I)" 生物環境調節. 28(3). 109-112 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 森本 哲夫: "ファジイ理論を用いた水耕養液のpH制御" 生物環境調節. 28(4). 177-178 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] K.Hatou,H.Nishina,Y.Hashimoto: "Tomato Cultivating Support System Based on Computer Integrated Agricultural Production." Proc.of 3rd International Congress for Computer Technology. 100-107 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] K.Hatou,H.Nishina,Y.Hashimoto: "Computer Integrated Agricultural Production." Proc.IFAC 11th World Congress. Vol.11. 306-310 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 橋本 康: "バイオシステムにおける計測・情報科学" 養賢堂, 265 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] Y.Hashimoto(編著): "Measurement Techniques in Plant Science" Academic Press (San Diego), 431 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 森本哲夫,福山寿雄,橋本康: "水耕トマトの生育診断とその環境制御" 生物環境調節. 27(4). 137-143 (1989)

    • Related Report
      1989 Annual Research Report
  • [Publications] 橋本康: "バイオシステムにおける計測情報科学" 養賢堂, 280 (1990)

    • Related Report
      1989 Annual Research Report
  • [Publications] 橋本康: 生物環境調節. 26. 129-138 (1988)

    • Related Report
      1988 Annual Research Report
  • [Publications] 相原恒博,橋本康: "情報科学ーパソコンと人工知能ー" 共立出版, 160-177 (1988)

    • Related Report
      1988 Annual Research Report
  • [Publications] 山崎弘郎,橋本康,仁科弘重: "植物生産における計測・制御・情報" 計測自動制御学会, 26-3097-104 (1989)

    • Related Report
      1988 Annual Research Report

URL: 

Published: 1988-04-01   Modified: 2016-04-21  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi