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Machine Intelligence Flight Control mimicking Test Pilot Function

Research Project

Project/Area Number 20560738
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Aerospace engineering
Research InstitutionKyushu University

Principal Investigator

MIYAZAWA Yoshikazu  Kyushu University, 大学院・工学研究院, 教授 (60358645)

Co-Investigator(Renkei-kenkyūsha) 元田 敏和  宇宙航空研究開発機構, 研究開発本部, 研究員 (20358716)
二宮 哲次郎  宇宙航空研究開発機構, 研究開発本部, 研究員 (80358647)
Research Collaborator 川口 純一郎  宇宙航空研究開発機構, 研究開発本部, 研究員 (00601238)
Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2010: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2009: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2008: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Keywords航空宇宙工学 / 制御工学 / 知能機械 / 飛行制御 / 適応制御 / 学習
Research Abstract

Progress in automatic flight control technology has made it possible to develop a fully automatic unmanned aerial vehicle. In real development, however, risk of vehicle damage by crash through the flight test is not small, therefore, more reliable flight control like what is realized by a human test pilot is desirable. In order to solve this problem, it pursued two major functions, that is, real time monitoring of safety margin of the flight control and real time adjustment of flight control parameters by using flight test data. A novel flight control law design approach called Hierarch-structured Dynamic Inversion was proposed to realize these functions. The approach was evaluated by a realistic flight simulation analysis which considered various kinds of uncertainty. It obtained promising results.

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (26 results)

All 2011 2010 2009 2008 Other

All Journal Article (7 results) (of which Peer Reviewed: 5 results) Presentation (17 results) Book (1 results) Remarks (1 results)

  • [Journal Article] Neural Network Based Adaptive Control with Hierarchy Structured Dynamic Inversion Applied to Nonlinear Aircraft Model, draft reviewed2010

    • Author(s)
      二宮哲次郎, 宮沢与和
    • Journal Title

      Guidance, Navigation, and Control Conference, Toronto

    • Related Report
      2010 Final Research Report
  • [Journal Article] ニューラルネットワークによるパラメタ推定とダイナミックインバージョンを用いた適応制御2010

    • Author(s)
      二宮哲次郎, 宮沢与和
    • Journal Title

      日本航空宇宙学会論文集 Vol.45, No.12

      Pages: 219-225

    • NAID

      10026612846

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] ニューラルネットワークによるパラメータ推定とダイナミックインバージョンを用いた適応制御2010

    • Author(s)
      二宮哲次郎, 宮沢与和
    • Journal Title

      日本航空宇宙学会論文集

      Volume: 第58巻 Pages: 219-225

    • NAID

      10026612846

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Stochastic Evaluation and Optimization of the Hierarchy-Structured Dynamic Inversion Flight Control, draft reviewed2009

    • Author(s)
      川口純一郎, 宮沢与和, 二宮哲次郎
    • Journal Title

      Guidance, Navigation, and Control Conference, Chicago

    • Related Report
      2010 Final Research Report
  • [Journal Article] 階層構造化ダイナミックインバージョンによる飛行制御則の設計および評価2009

    • Author(s)
      川口純一郎, 宮沢与和, 二宮哲次郎
    • Journal Title

      計測自動制御学会論文集

      Pages: 703-710

    • NAID

      10026207484

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] 階層構造化ダイナミックインバージョンによる飛行制御則の設計および評価2009

    • Author(s)
      川口純一郎, 宮沢与和, 二宮哲二郎
    • Journal Title

      計測自動制御学会論文集 45巻, 12号

      Pages: 703-710

    • NAID

      10026207484

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Flight Control Law Design with Hierarchy-Structured Dynamic Inversion Approach, draft reviewed2008

    • Author(s)
      川口純一郎, 宮沢与和, 二宮哲次郎
    • Journal Title

      Guidance, Navigation and Control Conference,Honolulu

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Presentation] Dawn of UAV Era2011

    • Author(s)
      Yoshikazu Miyazawa
    • Organizer
      KSASS GNC Meeting
    • Place of Presentation
      Pusan, Korea(Invited Lecture)
    • Year and Date
      2011-01-27
    • Related Report
      2010 Annual Research Report
  • [Presentation] 航空機の衝突確率に関する一考察2010

    • Author(s)
      宮沢与和
    • Organizer
      第48回飛行機シンポジウム
    • Place of Presentation
      静岡市
    • Year and Date
      2010-12-02
    • Related Report
      2010 Annual Research Report
  • [Presentation] 適応機能を追加した階層構造化ダイナミックインバージョン飛行制御則2010

    • Author(s)
      饗場洋介, 宮沢与和
    • Organizer
      日本航空宇宙学会西部支部講演会
    • Place of Presentation
      福岡市
    • Year and Date
      2010-11-12
    • Related Report
      2010 Annual Research Report
  • [Presentation] Hierarchy-structured Dynamic Inversion Flight Control for Silent Supersonic Technology Demonstrator Airplane2010

    • Author(s)
      Ryohei Tsuruta, Yoshikazu Miyazawa, et al
    • Organizer
      APISAT 2010
    • Place of Presentation
      Xian, China
    • Year and Date
      2010-09-13
    • Related Report
      2010 Annual Research Report
  • [Presentation] Neural Network Based Adaptive Control with Hierarchy Structured Dynamic Inversion Applied to Nonlinear Aircraft Model2010

    • Author(s)
      Tetsujiro Ninomiya, Yoshikazu Miyazawa
    • Organizer
      AIAA Guidance, Navigation, and Control Conference
    • Place of Presentation
      Toronto, Canada
    • Year and Date
      2010-08-03
    • Related Report
      2010 Annual Research Report
  • [Presentation] 適応機能を追加した階層構造化ダイナミックインバージョン飛行制御則2010

    • Author(s)
      餐場洋介, 宮沢与和
    • Organizer
      日本航空宇宙学会西部支部講演会
    • Related Report
      2010 Final Research Report
  • [Presentation] Hierarchy-structured Dynamic Inversion Flight Control for Silent Supersonic Technology Demonstrator Airplane2010

    • Author(s)
      R.Tsuruta, Y.Miyazawa, T.Ninomiya, H.Suzuki
    • Organizer
      APISAT2010
    • Place of Presentation
      Xian
    • Related Report
      2010 Final Research Report
  • [Presentation] Stochastic Evaluation and Optimization of the Hierarchy-Structured Dynamic Inversion Flight Control2009

    • Author(s)
      川口純一郎, 宮沢与和, 二宮哲二郎
    • Organizer
      AIAA Guidance, Navigation and Control Conference and Exhibit
    • Place of Presentation
      米国イリノイ州シカゴ
    • Year and Date
      2009-08-12
    • Related Report
      2009 Annual Research Report
  • [Presentation] 階層構造化ダイナミックインバージョンを用いた飛行制御則の設計2009

    • Author(s)
      弦田遼平, 宮沢与和
    • Organizer
      日本航空宇宙学会西部支部講演会2009
    • Related Report
      2010 Final Research Report
  • [Presentation] 階層構造化ダイナミックインバージョンとニューラルネットワークによる適応制御2009

    • Author(s)
      二宮哲次郎, 宮沢与和
    • Organizer
      第26回誘導制御シンポジウム
    • Related Report
      2010 Final Research Report
  • [Presentation] 階層構造化ダイナミックインバージョンによる飛行制御則の設計および評価2009

    • Author(s)
      川口純一郎, 宮沢与和, 二宮哲次郎
    • Organizer
      第9回制御部門大会(SIC)
    • Related Report
      2010 Final Research Report
  • [Presentation] Flight Control Law Design with Hierarchy-Structured Dynamic Inversion Approach2008

    • Author(s)
      川口純一郎, 宮沢与和, 二宮哲二郎
    • Organizer
      AIAA Guidance, Navigation and Control Conference and Exhibit
    • Place of Presentation
      米国ハワイ州ホノルル
    • Year and Date
      2008-08-21
    • Related Report
      2008 Annual Research Report
  • [Presentation] Precise Path Tracking with Hierarchy-Structured Dynamic Inversion Approach2008

    • Author(s)
      川口純一郎, 宮沢与和, 二宮哲次郎
    • Organizer
      KSAS-JSASS Joint International Symposium on Aerospace Engineering
    • Related Report
      2010 Final Research Report
  • [Presentation] 階層構造化ダイナミックインバージョン飛行制御則2008

    • Author(s)
      宮沢与和 川口純一郎 二宮哲次郎
    • Organizer
      第47回飛行機シンポジウム
    • Related Report
      2010 Final Research Report
  • [Presentation] 静粛超音速研究機に向けた適応制御の検討2008

    • Author(s)
      二宮哲次郎, 宮沢与和
    • Organizer
      第57回理論応用力学講演会
    • Related Report
      2010 Final Research Report
  • [Presentation] 階層構造化ダイナミックインバージョン飛行制御則のシミュレーションによる検討2008

    • Author(s)
      宮沢与和、川口純一郎、二宮哲次郎
    • Organizer
      第25回誘導制御シンポジウム
    • Related Report
      2010 Final Research Report
  • [Presentation] 階層構造化ダイナミックインバージョンを用いた2自由度飛行制御2008

    • Author(s)
      川口純一郎、宮沢与和、二宮哲次郎
    • Organizer
      第25回誘導制御シンポジウム
    • Related Report
      2010 Final Research Report
  • [Book] 飛行機の百科事2009

    • Publisher
      丸善出版(分担執筆)
    • Related Report
      2010 Final Research Report
  • [Remarks] ホームページ等

    • URL

      http://hyoka.ofc.kyushu-u.ac.jp/search/details/K003103/index.html

    • Related Report
      2010 Final Research Report

URL: 

Published: 2008-04-01   Modified: 2016-04-21  

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