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shape and dynamics estimation of large membrane space deployable structure using data-driven modeling

Research Project

Project/Area Number 15K18285
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Aerospace engineering
Research InstitutionNihon University

Principal Investigator

YAMAZAKI Masahiko  日本大学, 理工学部, 助教 (40632302)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2017: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2016: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2015: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywordsデータ駆動型モデル / 膜面宇宙構造物 / ソーラーセイル / モデル低次元化 / 固有直交分解 / ゴッサマー構造 / 展開宇宙構造物 / 膜 / ゴサマーマルチボディダイナミクス / 形状推定 / ダイナミクス推定
Outline of Final Research Achievements

The present study aimed at developing method to estimate a detailed shape and dynamics of solar sail without a huge calculation cost by fusing reduced order mathematical model and high reliablility orbit spatio-temporal missing mesurment data. This study has successfully develop the method to the following three problems: (1) Development of a fusing method of orbit measurement data and numerical calculation data, (2) Model reduction of large membrane space structure mathematical model and parallel computation, and (3)Consideration about a desgin method of predictable membrane space structure.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (24 results)

All 2018 2017 2016 2015 Other

All Journal Article (10 results) (of which Peer Reviewed: 7 results,  Acknowledgement Compliant: 4 results) Presentation (12 results) (of which Int'l Joint Research: 10 results) Remarks (2 results)

  • [Journal Article] Similarity Rule of Deployment Behavior for Spin Deployment Membrane2018

    • Author(s)
      Suzuki Tomohiro、Miyazaki Yasuyuki、Yamazaki Masahiko
    • Journal Title

      Proceedings of AIAA Spacecraft Structures Conference

      Volume: -

    • DOI

      10.2514/6.2018-1438

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Estimation Method of Missing Components for Spin Deployable Membrane Dynamics2018

    • Author(s)
      Shoji Kawazoe, Masahiko Yamazaki, Yasuyuki Miyazaki
    • Journal Title

      Digital Proceedings of AIAA Modeling and Simulation Technologies Conference

      Volume: 1 Pages: 1-14

    • DOI

      10.2514/6.2018-2159

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Verification of the Similarity Rules for Spin Deployment Membrane in the ground experiment2017

    • Author(s)
      Yuki Tatematsu, Tomohiro Suzuki, Masahiko Yamazaki, Yasuyuki Miyazaki
    • Journal Title

      Proceedings of 4th AIAA Spacecraft Structures Conference, AIAA SciTech Forum

      Volume: 1 Pages: 1-9

    • DOI

      10.2514/6.2017-1114

    • Related Report
      2017 Annual Research Report 2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Data Driven Model for Efficient Prediction and Estimation of Spin Type Membrane Space Structure Dynamics2017

    • Author(s)
      Yamazaki Masahiko
    • Journal Title

      Proceedings of AIAA Spacecraft Structures Conference

      Volume: -

    • DOI

      10.2514/6.2017-1112

    • Related Report
      2017 Annual Research Report 2016 Research-status Report
    • Peer Reviewed
  • [Journal Article] Membrane Deployment de-orbit System by convex tapes2017

    • Author(s)
      Noboru Tada, Shota Inoue, Yasuyuki Miyazaki, Masahiko Yamazaki
    • Journal Title

      Proceedings of 4th AIAA Spacecraft Structures Conference, AIAA SciTech Forum

      Volume: 1 Pages: 1-11

    • DOI

      10.2514/6.2017-0619

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Deployment Dynamics of Self-Deployable Truss Structure Consisting of Bi-convex booms2017

    • Author(s)
      Akihiro Tamura, Shota Inoue, masahiko Yamazaki, Yasuyuki Miyazaki
    • Journal Title

      Proceedings of 4th AIAA Spacecraft Structures Conference, AIAA SciTech Forum

      Volume: 1 Pages: 1-10

    • DOI

      10.2514/6.2017-0175

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Empirical Data Driven Model for Sail Membrane Dynamics Estimation2016

    • Author(s)
      M. Yamazaki, K. Mita, Y. Miyazaki
    • Journal Title

      TRANSACTIONS OF THE JAPAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES, AEROSPACE TECHNOLOGY JAPAN

      Volume: 14 Issue: ists30 Pages: Pc_65-Pc_71

    • DOI

      10.2322/tastj.14.Pc_65

    • NAID

      130005250060

    • ISSN
      1884-0485
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Similarity Rules for Spin Deployment Membrane2016

    • Author(s)
      Y. Tatematsu, T. Suzuki, M. Yamazaki, Y. Miyazaki
    • Journal Title

      Proceedings of The 8th Asian Conference on Multibody Dynamics ACMD2016

      Volume: ACMD2016 Pages: 1-8

    • NAID

      130007150755

    • Related Report
      2016 Research-status Report
  • [Journal Article] 航空機パラボリックフライトによる宇宙展開構造物の微小重力環境実験2016

    • Author(s)
      山崎政彦,立松裕基,田村明寛,多田伸,山田諭,河原林大思,鈴木智大,宮崎康行,坂本 啓
    • Journal Title

      第60回宇宙科学技術連合講演会講演集

      Volume: USB memory Pages: 1-5

    • Related Report
      2016 Research-status Report
  • [Journal Article] 微小重力環境下実験を用いた遠心力展開膜面の展開挙動相似則の検証2016

    • Author(s)
      立松裕基,鈴木智大,山崎政彦,宮崎康行
    • Journal Title

      第60回宇宙科学技術連合講演会講演集

      Volume: USB memory Pages: 1-6

    • Related Report
      2016 Research-status Report
  • [Presentation] Data Driven Model for Efficient Prediction and Estimation of Spin Type Membrane Space Structure Dynamics2017

    • Author(s)
      M. Yamazaki
    • Organizer
      Scitech2017, 4th AIAA Spacecraft Structures Conference
    • Place of Presentation
      Grapevine, Texas(米国)
    • Year and Date
      2017-01-09
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Verification of the Similarity Rules for Spin Deployment Membrane in the ground experiment2017

    • Author(s)
      Y. Tatematsu, T. Suzuki, M. Yamazaki, Y. Miyazaki
    • Organizer
      Scitech2017, 4th AIAA Spacecraft Structures Conference
    • Place of Presentation
      Grapevine, Texas(米国)
    • Year and Date
      2017-01-09
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Membrane Deployment de-orbit System by convex tapes2017

    • Author(s)
      N. Tada, S. Inoue, Y. Miyazaki, M. Yamazaki
    • Organizer
      Scitech2017, 4th AIAA Spacecraft Structures Conference
    • Place of Presentation
      Grapevine, Texas(米国)
    • Year and Date
      2017-01-09
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Deployment Dynamics of Self-deployable Truss Structure Consisting of Bi-convex Booms2017

    • Author(s)
      A. Tamura, S. Inoue, D. Kawarabayashi, M. Yamazaki, Y. Miyazaki
    • Organizer
      Scitech2017, 4th AIAA Spacecraft Structures Conference
    • Place of Presentation
      Grapevine, Texas(米国)
    • Year and Date
      2017-01-09
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Data Driven Model Reduction for Spin-type Membrane Space Structure2017

    • Author(s)
      Masahiko Yamazaki
    • Organizer
      The 31th International Symposium on Space Technology and Science
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Estimation Method of Missing Components for Spin Deployable Membrane Dynamics2017

    • Author(s)
      Shoji Kawazoe, Masahiko Yamazaki, Yasuyuki Miyazaki
    • Organizer
      The 31th International Symposium on Space Technology and Science
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Similarity Rule of Deployment Behavior for Spin Deployment Membrane2017

    • Author(s)
      Tomohiro Suzuki, Yasuyuki Miyazaki, Masahiko Yamazaki
    • Organizer
      The 31th International Symposium on Space Technology and Science
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 航空機パラボリックフライトによる宇宙展開構造物の微小重力環境実験2016

    • Author(s)
      山崎政彦,立松裕基,田村明寛,多田伸,山田諭,河原林大思,鈴木智大,宮崎康行,坂本 啓
    • Organizer
      第60回宇宙科学技術連合講演会
    • Place of Presentation
      函館アリーナ(北海道・函館)
    • Year and Date
      2016-09-06
    • Related Report
      2016 Research-status Report
  • [Presentation] 微小重力環境下実験を用いた遠心力展開膜面の展開挙動相似則の検証2016

    • Author(s)
      立松裕基,鈴木智大,山崎政彦,宮崎康行
    • Organizer
      第60回宇宙科学技術連合講演会
    • Place of Presentation
      函館アリーナ(北海道・函館)
    • Year and Date
      2016-09-06
    • Related Report
      2016 Research-status Report
  • [Presentation] Similarity Rules for Spin Deployment Membrane2016

    • Author(s)
      Y. Tatematsu, T. Suzuki, M. Yamazaki, Y. Miyazaki
    • Organizer
      The 8th Asian Conference on Multibody Dynamics ACMD2016
    • Place of Presentation
      金沢都ホテル(石川県・金沢)
    • Year and Date
      2016-08-07
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Empirical Data Driven Model for Shape and Dynamics Estimation of Large Deployable Membrane Space Structure2016

    • Author(s)
      Masahiko Yamazaki
    • Organizer
      SciTech 2016:Modeling and Simulation Technologies Conference
    • Place of Presentation
      Manchester Grand Hyatt(San Diego, USA)
    • Year and Date
      2016-01-04
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Empirical Data Driven Model for Sail Membrane Dynamics Estimation2015

    • Author(s)
      Masahiko Yamazaki, Yasuyuki Miyazaki
    • Organizer
      International Symposium on Space Technology and Science
    • Place of Presentation
      Kobe Convention Center(兵庫県,神戸市)
    • Year and Date
      2015-07-04
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Remarks] 日本大学理工学部 宮崎・山崎研究室 山崎班研究室ホームページ

    • URL

      http://forth.aero.cst.nihon-u.ac.jp/yamazaki/web_yamazaki/index.html

    • Related Report
      2017 Annual Research Report
  • [Remarks] データ駆動型モデリングによる大型膜面展開宇宙構造物の形状・ダイナミクス推定

    • URL

      http://forth.aero.cst.nihon-u.ac.jp/research_data_driven_modeling.html

    • Related Report
      2016 Research-status Report 2015 Research-status Report

URL: 

Published: 2015-04-16   Modified: 2019-03-29  

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