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wada daichi  和田 大地

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Wada Daichi  和田 大地

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Researcher Number 10770480
Other IDs
Affiliation (Current) 2025: 国立研究開発法人宇宙航空研究開発機構, 航空技術部門, 主任研究開発員
Affiliation (based on the past Project Information) *help 2017 – 2021: 国立研究開発法人宇宙航空研究開発機構, 航空技術部門, 研究開発員
Review Section/Research Field
Principal Investigator
Basic Section 24010:Aerospace engineering-related / Aerospace engineering
Keywords
Principal Investigator
光ファイバセンシング / 機械学習 / 揚力同定 / 風洞試験 / 荷重低減 / 荷重同定 / 光ファイバセンサ / 構造強度 / 可変翼 / 深層強化学習 / 構造・機能材料 / 航空宇宙工学 / 逆解析
  • Research Projects

    (2 results)
  • Research Products

    (25 results)
  • Co-Researchers

    (5 People)
  •  Morphing-wing-structure control based on lift load monitoring by integrating optical fiber sensing and deep reinforcement learningPrincipal Investigator

    • Principal Investigator
      Wada Daichi
    • Project Period (FY)
      2019 – 2021
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 24010:Aerospace engineering-related
    • Research Institution
      Japan Aerospace EXploration Agency
  •  Load distribution identification for aircraft main wing based on optical fiber sensing technique and neural network approachPrincipal Investigator

    • Principal Investigator
      Wada Daichi
    • Project Period (FY)
      2017 – 2018
    • Research Category
      Grant-in-Aid for Young Scientists (B)
    • Research Field
      Aerospace engineering
    • Research Institution
      Japan Aerospace EXploration Agency

All 2021 2020 2019 2018 2017

All Journal Article Presentation Patent

  • [Journal Article] Unmanned Aerial Vehicle Pitch Control Using Deep Reinforcement Learning with Discrete Actions in Wind Tunnel Test2021

    • Author(s)
      Wada Daichi、Araujo-Estrada Sergio A.、Windsor Shane
    • Journal Title

      Aerospace

      Volume: 8 Issue: 1 Pages: 18-18

    • DOI

      10.3390/aerospace8010018

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K04850
  • [Journal Article] Unmanned Aerial Vehicle Pitch Control under Delay Using Deep Reinforcement Learning with Continuous Action in Wind Tunnel Test2021

    • Author(s)
      Wada Daichi、Araujo-Estrada Sergio A.、Windsor Shane
    • Journal Title

      Aerospace

      Volume: 8 Issue: 9 Pages: 258-258

    • DOI

      10.3390/aerospace8090258

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K04850
  • [Journal Article] Smart wing load alleviation through optical fiber sensing, load identification, and deep reinforcement learning2020

    • Author(s)
      Wada Daichi、Tamayama Masato、Murayama Hideaki
    • Journal Title

      Engineering Research Express

      Volume: 2 Issue: 4 Pages: 045004-045004

    • DOI

      10.1088/2631-8695/abbb59

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-19K04850
  • [Journal Article] Investigation of Inverse Analysis and Neural Network Approaches for Identifying Distributed Load using Distributed Strains2019

    • Author(s)
      WADA Daichi、SUGIMOTO Yohei、MURAYAMA Hideaki、IGAWA Hirotaka、NAKAMURA Toshiya
    • Journal Title

      Trans. Japan Soc. Aero. S Sci.

      Volume: 62 Issue: 3 Pages: 151-161

    • DOI

      10.2322/tjsass.62.151

    • NAID

      130007642387

    • ISSN
      0549-3811, 2189-4205
    • Language
      English
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-17K14878
  • [Journal Article] Wing Load and Angle of Attack Identification by Integrating Optical Fiber Sensing and Neural Network Approach in Wind Tunnel Test2019

    • Author(s)
      Wada Daichi、Tamayama Masato
    • Journal Title

      Applied Sciences

      Volume: 9 Issue: 7 Pages: 1461-1461

    • DOI

      10.3390/app9071461

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-19K04850
  • [Patent] モーフィング翼、飛行制御装置、飛行制御方法、及びプログラム2021

    • Inventor(s)
      和田大地
    • Industrial Property Rights Holder
      和田大地
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2021-113444
    • Filing Date
      2021
    • Data Source
      KAKENHI-PROJECT-19K04850
  • [Patent] 飛行機具及び運営方法2021

    • Inventor(s)
      和田大地、大瀬戸篤司
    • Industrial Property Rights Holder
      和田大地、大瀬戸篤司
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      2021-113544
    • Filing Date
      2021
    • Data Source
      KAKENHI-PROJECT-19K04850
  • [Patent] 展開・ツイスト・スイープ機構を有するモーフィング翼2019

    • Inventor(s)
      和田大地
    • Industrial Property Rights Holder
      和田大地
    • Industrial Property Rights Type
      特許
    • Filing Date
      2019
    • Data Source
      KAKENHI-PROJECT-19K04850
  • [Patent] 光ファイバセンシングと機械学習・深層強化学習を統合した荷重同定・制御技術2019

    • Inventor(s)
      和田大地、木村圭佑、村山英晶
    • Industrial Property Rights Holder
      和田大地
    • Industrial Property Rights Type
      特許
    • Filing Date
      2019
    • Data Source
      KAKENHI-PROJECT-19K04850
  • [Presentation] 鳥の生体模倣によるモーフィング翼の構築2021

    • Author(s)
      大瀬戸篤司、和田大地、玉山雅人
    • Organizer
      第39回日本ロボット学会学術講演会
    • Data Source
      KAKENHI-PROJECT-19K04850
  • [Presentation] 深層強化学習(Proximal Policy Optimization)を用いたUAVの自律的な遷移飛行制御のシミュレーションによる検証2021

    • Author(s)
      和田大地、大瀬戸篤司
    • Organizer
      第39回日本ロボット学会学術講演会
    • Data Source
      KAKENHI-PROJECT-19K04850
  • [Presentation] 飛行試験におけるひずみ分布計測結果と有限要素解析との比較(その2)2020

    • Author(s)
      佐野 洋一, 有薗仁, 井川寛隆, 和田大地
    • Organizer
      第62回構造強度に関する講演会
    • Data Source
      KAKENHI-PROJECT-19K04850
  • [Presentation] Real-time Stress Concentration Monitoring of Aircraft Structure during Flights using Optical Fiber Distributed Sensor with High Spatial Resolution2019

    • Author(s)
      和田大地、井川寛隆、玉山雅人、葛西時雄、有薗仁、村山英晶
    • Organizer
      36th Conference & 30th Symposium of the International Committee on Aeronautical Fatigue and Structural Integrity
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-19K04850
  • [Presentation] 光ファイバひずみ分布計測と深層強化学習による翼の構造負荷低減技術2019

    • Author(s)
      和田大地、玉山雅人
    • Organizer
      第61回構造強度に関する講演会
    • Data Source
      KAKENHI-PROJECT-19K04850
  • [Presentation] 鳥の生体模倣によるモーフィング翼の設計と開発2019

    • Author(s)
      和田大地、大瀬戸篤司
    • Organizer
      第37回日本ロボット学会学術講演会
    • Data Source
      KAKENHI-PROJECT-19K04850
  • [Presentation] Wind tunnel tests of load control technology applied to a high aspect ratio wing2018

    • Author(s)
      TAMAYAMA Masato, MAKI Midori, WADA Daichi
    • Organizer
      The 18 th International Symposium on Aerospace Technology & Manufacturing Process
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K14878
  • [Presentation] 光ファイバセンサによるひずみ分布計測と機械学習を用いた揚力分布同定技術の風洞試験実証2018

    • Author(s)
      和田大地、玉山雅人
    • Organizer
      第60回構造強度に関する講演会
    • Data Source
      KAKENHI-PROJECT-17K14878
  • [Presentation] Lift distribution control for realization of high aspect ratio wings2018

    • Author(s)
      TAMAYAMA Masato, MAKI Midori, WADA Daichi
    • Organizer
      International Conference in Nonlinear Problems in Aviation and Aerospace World Congress 2018
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K14878
  • [Presentation] 光ファイバセンサによるひずみ分布計測と機械学習を用いた揚力分布同定技術の風洞試験実証2018

    • Author(s)
      和田大地、玉山雅人、牧緑
    • Organizer
      第60回構造強度に関する講演会
    • Data Source
      KAKENHI-PROJECT-17K14878
  • [Presentation] Distributed optical fiber sensing technique and its monitoring data processing for aircraft structure2018

    • Author(s)
      WADA Daichi
    • Organizer
      The Sensors & Actuators Congress
    • Invited / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K14878
  • [Presentation] 分布型光ファイバセンシングシステムを活用した航空機の構造モニタリング技術について2018

    • Author(s)
      和田大地
    • Organizer
      2018年電子情報通信学会総合大会
    • Invited
    • Data Source
      KAKENHI-PROJECT-17K14878
  • [Presentation] Strain distribution monitoring for a high-aspect-ratio wing in a wind-tunnel test by using optical frequency domain reflectometry and a long-length FBG2018

    • Author(s)
      和田大地、玉山雅人、牧緑
    • Organizer
      The 7th Asis-Pacific Optical Sensors Conference
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K14878
  • [Presentation] 光ファイバセンサによる高密度ひずみ計測と機械学習を用いた揚力分布同定技術の検討2017

    • Author(s)
      和田大地、杉本洋平
    • Organizer
      第59回構造強度に関する講演会
    • Data Source
      KAKENHI-PROJECT-17K14878
  • [Presentation] 複数舵面を有する高アスペクト比航空機翼の風洞試験2017

    • Author(s)
      玉山雅人、牧緑、和田大地
    • Organizer
      第26回 交通・物流部門大会
    • Data Source
      KAKENHI-PROJECT-17K14878
  • [Presentation] 荷重制御翼模型風洞試験の紹介2017

    • Author(s)
      玉山雅人、牧緑、和田大地、葛西時雄、有薗仁、武田真一、原栄一
    • Organizer
      第55回飛行機シンポジウム
    • Data Source
      KAKENHI-PROJECT-17K14878
  • 1.  Sugimoto Yohei
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 2.  Kasai Tokio
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 3.  Murayama Hideaki
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 4.  Igawa Hirotaka
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 5.  Fernandez Patricia
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results

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