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Development of agricultural work optimization system corresponding to various conditions such as growth condition for dispersed fields

Research Project

Project/Area Number 16K07961
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Agricultural environmental engineering/Agricultural information engineering
Research InstitutionUniversity of the Ryukyus

Principal Investigator

Shikanai Takeshi  琉球大学, 農学部, 教授 (20264476)

Co-Investigator(Kenkyū-buntansha) 平井 康丸  九州大学, 農学研究院, 准教授 (10432949)
Project Period (FY) 2016-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000)
Fiscal Year 2019: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2018: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2017: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2016: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywordsサトウキビ / 農作業情報 / GNSS / GIS / スケジューリング問題 / 農作業効率 / 小型機械化 / GPS / 車載カメラ / 収穫機 / 農作業モデル / 地理情報システム / a農作業情報 / b地理情報システム(GIS) / c衛星測位 / dシミュレーション / e
Outline of Final Research Achievements

Sugarcane-farming corporations in the main island of Okinawa need to accumulate small fields and manage large-scale farmlands, labor, and machinery. In this case, since the fields are dispersed, it is necessary to have an agricultural work optimization system that supports optimal agricultural work planning to reduce inefficiency from fields dispersion. In this research, we developed a system that can measure working efficiency accurately and investigated performance of working machines under various field conditions (area, field shape, growth condition, etc.). As a result, we have completed a work model of cooperation between a small sugar cane harvester and a carry-out machine, and a mathematical model that enables a farm work schedule on multiple fields. These enable accurate harvesting work simulations for the feasibility of downsized machine system using small machines.

Academic Significance and Societal Importance of the Research Achievements

同時に作業する複数の作業機のほ場内での相対的位置に着目し,連携作業をモデル化しており,サトウキビ収穫作業だけでなく,自動化による複数作業機の協調作業の効率性を検討する際の基礎モデルとして活用できる。ほ場分散を考慮した農作業モデルにより,生産法人等での作業受委託での精密な作業計画が可能になり全国の農地の集積や農作業の受委託により効率的で安定した生産を進める地域への貢献が可能となる。

Report

(5 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (13 results)

All 2019 2018 2017

All Journal Article (5 results) (of which Peer Reviewed: 4 results,  Open Access: 2 results) Presentation (8 results) (of which Int'l Joint Research: 1 results)

  • [Journal Article] Work Analysis of Small-Sized Sugarcane Harvester Using GPS and On-Board Camera in Southern Part of Okinawa Island and its Possibility of Utilization2019

    • Author(s)
      鹿内健志・世嘉良康太・官森林
    • Journal Title

      Japanese Journal of Farm Work Research

      Volume: 54 Issue: 2 Pages: 85-92

    • DOI

      10.4035/jsfwr.54.85

    • NAID

      130007769621

    • ISSN
      0389-1763, 1883-2261
    • Year and Date
      2019-06-20
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Practical scheduling problem for sugarcane-farming corporations and its solution2018

    • Author(s)
      Guan Senlin、Shikanai Takeshi、Nakamura Morikazu、Fukami Koichiro、Takahashi Kimiyasu
    • Journal Title

      Engineering in Agriculture, Environment and Food

      Volume: 11 Issue: 4 Pages: 211-219

    • DOI

      10.1016/j.eaef.2018.07.002

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Analysis of Working Efficiency of Sugarcane Harvesters in Combination with Transporters on Kita Daito Island, Okinawa2017

    • Author(s)
      鹿内 健志、大城 梨実、官 森林、赤地 徹
    • Journal Title

      Agricultural Information Research

      Volume: 26 Issue: 4 Pages: 142-154

    • DOI

      10.3173/air.26.142

    • NAID

      130006287996

    • ISSN
      0916-9482, 1881-5219
    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Measurement accuracy of the area of combine-harvested field sections corresponding to a truckload of grain received at a grain elevator2017

    • Author(s)
      Hirai Y.、Tanaka K.、Nakanishi T.、Shikanai T.、Inoue E.、Okayasu T.、Mitsuoka M.
    • Journal Title

      Engineering in Agriculture, Environment and Food

      Volume: 10 Issue: 4 Pages: 272-281

    • DOI

      10.1016/j.eaef.2017.05.001

    • Related Report
      2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] Mathematical Model and Solution for Land-Use Crop Planning with Cooperative Work2017

    • Author(s)
      Guan Senlin、Shikanai Takeshi、Nakamura Morikazu、Fukami Koichiro
    • Journal Title

      2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)

      Volume: - Pages: 903-908

    • DOI

      10.1109/iiai-aai.2017.110

    • Related Report
      2017 Research-status Report
  • [Presentation] 空中写真から作成したサトウキビ圃場の三次元モデルによる生育解析2019

    • Author(s)
      上地涼子,鹿内健志,官森林
    • Organizer
      2019年電気学会電子・情報・システム部門大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Work Analysis of Small Size Sugarcane Harvester using Gps and On-Board Camera in Okinawa Island2018

    • Author(s)
      Kouta Yokaryo, Senlin Guan, and Takeshi Shikanai
    • Organizer
      International Symposium on Machinery and Mechatronics for Agriculture and Biosystems Engineering (ISMAB)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] GPSと車載カメラを用いた小型(36kW)サトウキビ収穫機の作業分析2018

    • Author(s)
      世嘉良康太・鹿内健志
    • Organizer
      第72回農業食料工学会九州支部例会
    • Related Report
      2018 Research-status Report
  • [Presentation] サトウキビ生産法人向けの作業スケジューリング2017

    • Author(s)
      官森林・鹿内健志・名嘉村盛和
    • Organizer
      農作業学会2017年度春季大会
    • Place of Presentation
      農研機構(埼玉県さいたま市)
    • Year and Date
      2017-03-27
    • Related Report
      2016 Research-status Report
  • [Presentation] GPSと車載カメラを用いた小型(35kW)サトウキビ収穫機の作業分析2017

    • Author(s)
      世嘉良康太・鹿内健志
    • Organizer
      第71回(平成29年度)農業食料工学会九州支部例会
    • Related Report
      2017 Research-status Report
  • [Presentation] 小型サトウキビ収穫機と搬出機の連携作業モデルの構築と作業効率の最適化2017

    • Author(s)
      赤嶺沙紀・鹿内健志
    • Organizer
      第71回(平成29年度)農業食料工学会九州支部例会
    • Related Report
      2017 Research-status Report
  • [Presentation] Work Analysis of the Small-sized Sugarcane Harvester (36kW) Using GPS and Drive Recorder2017

    • Author(s)
      Kouta Yokaryo and Takeshi Shikanai
    • Organizer
      International Symposium 2017 for Young Researchers by The United Graduate School of Agriculture, Kagoshima University, "Current Status of Sugarcane Research and its Innovation in Okinawa and Thailand"
    • Related Report
      2017 Research-status Report
  • [Presentation] 小型サトウキビ収穫機による収穫作業時間の予測と待ち時間の最小化2017

    • Author(s)
      赤嶺沙紀・大城梨実・鹿内健志
    • Organizer
      日本オペレーションズ・リサーチ学会2017年春季研究発表会
    • Related Report
      2017 Research-status Report 2016 Research-status Report

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Published: 2016-04-21   Modified: 2021-02-19  

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