Wada Daichi 和田大地

Researcher Number	10770480
Other IDs
Affiliation (Current)	2022: 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
Affiliation (based on the past Project Information) *help	2017 – 2020: 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 Aerospace engineering / Basic Section 24010:Aerospace engineering-related
Keywords	Principal Investigator 機械学習 / 光ファイバセンシング / 揚力同定 / 逆解析 / 航空宇宙工学 / 構造・機能材料 / 可変翼 / 光ファイバセンサ / 深層強化学習 / 荷重同定 / 荷重低減 / 風洞試験

Morphing-wing-structure control based on lift load monitoring by integrating optical fiber sensing and deep reinforcement learningPrincipal Investigator
- Principal Investigator
  
  和田大地
- 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 Pages: 18-18
- DOI
  10.3390/aerospace8010018
- 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 Pages: 045004-045004
- DOI
  10.1088/2631-8695/abbb59
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K04850
[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 Pages: 1461-1461
- DOI
  10.3390/app9071461
- 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
[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] 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: 2 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: 1 results
4. Igawa Hirotaka

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
5. Fernandez Patricia

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Wada Daichi 和田 大地

Research Projects

Research Products

Co-Researchers

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

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Load distribution identification for aircraft main wing based on optical fiber sensing technique and neural network approachPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

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

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Smart wing load alleviation through optical fiber sensing, load identification, and deep reinforcement learning2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Wing Load and Angle of Attack Identification by Integrating Optical Fiber Sensing and Neural Network Approach in Wind Tunnel Test2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Investigation of Inverse Analysis and Neural Network Approaches for Identifying Distributed Load using Distributed Strains2019

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

[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)

Industrial Property Rights Holder

Industrial Property Rights Type

Filing Date

Data Source

[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)

Industrial Property Rights Holder

Industrial Property Rights Type

Filing Date

Data Source

[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)

Organizer

Data Source

[Presentation] Real-time Stress Concentration Monitoring of Aircraft Structure during Flights using Optical Fiber Distributed Sensor with High Spatial Resolution2019

Author(s)

Organizer

Data Source

[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)

Organizer

Data Source

[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)

Organizer

Data Source

[Presentation] Wind tunnel tests of load control technology applied to a high aspect ratio wing2018

Author(s)

Organizer

Data Source

[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)

Organizer

Data Source

[Presentation] Lift distribution control for realization of high aspect ratio wings2018

Author(s)

Organizer

Data Source

[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

Wada Daichi 和田大地