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Research on sliding model and anti-sliding control of wheel-type vehicles for agriculture in mountain region

Research Project

Project/Area Number 18K14551
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 41040:Agricultural environmental engineering and agricultural information engineering-related
Research InstitutionKitami Institute of Technology

Principal Investigator

YANG LIANGLIANG  北見工業大学, 工学部, 助教 (90773739)

Project Period (FY) 2018-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Fiscal Year 2020: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2019: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
Fiscal Year 2018: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Keywords自動操舵 / 傾斜地 / IMU / GNSS / 駆動輪荷重 / 中山間地 / 偏角走行制御 / 丘陵地帯 / 農業車両 / 車輪式車両 / 横滑り発生機構 / 横滑り防止制御
Outline of Final Research Achievements

In Japan, 70% of the area of Japan are in the mountain regions. Smart agricultural technology for automatic steering on flat fields has been rapidly advancing. However, the auto steering accuracy is lower on slope fields than on flat fields. There is no significant effect when the accuracy drops such as for plowing, but there is a risk of damaging the crop during mid-management with there are crops in the fields. In the case of dense crops such as onions, if the running accuracy on slopes can be improved, the space between crop lines can be reduced, and the number of effective planted area can be increased, which is considered to have a great economic effect. In this study, we experimentally analyzed the cause of the decrease of accuracy on slopes and proposed a correction control method to improve the accuracy. In the experiment, the same level of accuracy was achieved as on flat fields.

Academic Significance and Societal Importance of the Research Achievements

日本では中山間傾斜地の割合は日本面積の7割を占める。現時点の自動操舵技術は傾斜地での作業精度は平地と比べ、低下する場合がある。傾斜地での走行精度の向上が実現できれば行間間隔を縮小することができ、有効植付株数を増やすこともできるため、経済的な効果が大きいと考えられる。本研究は傾斜地で精度を低下した原因を分析し、傾斜地での補正制御法を提案し、実験では平地と同じレベルの精度を実現した。

Report

(4 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (8 results)

All 2021 2020 2019 2018

All Journal Article (2 results) Presentation (5 results) Patent(Industrial Property Rights) (1 results)

  • [Journal Article] 傾斜地におけるトラクタの高精度自動走行の研究2021

    • Author(s)
      楊亮亮
    • Journal Title

      道経連会報

      Volume: 272 Pages: 21-25

    • Related Report
      2020 Annual Research Report
  • [Journal Article] Generation of a High-Precision Digital Elevation Model for Fields in Mountain Regions Using RTK-GPS2019

    • Author(s)
      Yang Liangliang、Guo Hao、Yang Shuming、Hoshino Yohei、Suzuki Soichiro、Gao Dehua、Cao Ying、Kitami Institute of Technology 165 Koen-cho, Kitami-shi, Hokkaido 090-8507, Japan、Ningxia University, Yinchuan, China
    • Journal Title

      International Journal of Automation Technology

      Volume: 13 Issue: 5 Pages: 671-678

    • DOI

      10.20965/ijat.2019.p0671

    • NAID

      130007703242

    • ISSN
      1881-7629, 1883-8022
    • Year and Date
      2019-09-05
    • Related Report
      2019 Research-status Report
  • [Presentation] 5G通信を応用したクラウド型AI画像認識による農業用トラクタの自動操縦2020

    • Author(s)
      長谷川 晃己,星野 洋平,楊 亮亮
    • Organizer
      日本機械学会北海道学生会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 自動トラクタの作業経路高精度化に向けた緩和曲線を有する旋回経路生成2020

    • Author(s)
      竹内 優作,楊 亮亮,星野 洋平
    • Organizer
      日本機械学会
    • Related Report
      2020 Annual Research Report
  • [Presentation] AI を用いた植物種判別法による除草作業自動化の研究2019

    • Author(s)
      進藤隆史,尾崎広崇,楊 亮亮,星野洋平,曹 贏
    • Organizer
      第62回自動制御連合講演会
    • Related Report
      2019 Research-status Report
  • [Presentation] 傾斜地自動走行精度向上する研究について2019

    • Author(s)
      中山慎也,楊 亮亮,星野洋平
    • Organizer
      2019年 農業食料工学会・農業施設学会・国際農業工学会第6部会 合同国際大会
    • Related Report
      2019 Research-status Report
  • [Presentation] 遠隔操縦・自律制御試験用小型トラクターの構築とGPS自動操舵軌跡記録と軌道復元2018

    • Author(s)
      中山 慎也,楊 亮亮,星野 洋平,曹 贏
    • Organizer
      日本機械学会北海道学生会
    • Related Report
      2018 Research-status Report
  • [Patent(Industrial Property Rights)] 方位センサー依存しない自動操舵システム2020

    • Inventor(s)
      楊亮亮,星野 洋平
    • Industrial Property Rights Holder
      北見工業大学
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2020-210059
    • Filing Date
      2020
    • Related Report
      2020 Annual Research Report

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Published: 2018-04-23   Modified: 2022-01-27  

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