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Time series aerodynamic control optimization for landing approach for supersonic aircraft subjected to unexpected turbulence

Research Project

Project/Area Number 16K06888
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Aerospace engineering
Research InstitutionTokyo Metropolitan University

Principal Investigator

Kanazaki Masahiro  首都大学東京, システムデザイン研究科, 准教授 (10392838)

Project Period (FY) 2016-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2018: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2017: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2016: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords超音速旅客機 / 空気力学 / 空力―飛行力学連成計算 / 進化計算 / 数値流体力学 / 飛行力学 / 超音速航空機 / 離着陸 / 着陸経路 / 空力―飛行力学連成 / 航空宇宙工学 / 流体
Outline of Final Research Achievements

The coupled aerodynamics-flight dynamics simulation was integrated with optimization techniques to design the optimal aerodynamic and propulsion control for takeoff and landing for a supersonic aircraft. Due to the efficient evaluation, the flight simulation allows us to apply optimization methods and find the solution in a practical time. In this study, the cost function minimization and maximum acceleration minimization of the supersonic aircraft landing path are solved using evolutionary calculations with elevator and thrust control as inputs. In addition, the evaluation of microbursts effect was added to the flight calculations to understand the characteristics against unexpected wind gusts. As a result of the design, it is understood that the change in the angle of attack of the fuselage is larger than when the microburst is not taken into account in order to minimize the cost function.

Academic Significance and Societal Importance of the Research Achievements

計算機の進歩により,シミュレーション技術の実問題への適用が進んでいるが,現実の問題は多分野融合となる.多分野融合シミュレーションに基づく最適設計を行うためには,そのシミュレーション手法の効率化が必須である.本研究で開発した設計手法はこの問題を解決しており,航空機設計に限らず広く応用できるものと考えている.
先述の設計手法を用いて,一般には計算コストの高い空力―飛行力学連成計算を最適化法に組み入れることができる程度に効率化し,実際に超音速旅客機着陸時の最適操舵・推力制御問題を解き,外乱流の影響も考察した.また,前進翼など,多様なコンセプトに適用先を広げられ,汎用的な手法であることも同時に示した.

Report

(5 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (13 results)

All 2020 2019 2018 2017 2016

All Journal Article (2 results) (of which Peer Reviewed: 2 results,  Open Access: 1 results) Presentation (11 results) (of which Int'l Joint Research: 5 results)

  • [Journal Article] Genetic Algorithm Applied to the Time-Series Landing Flight Path and Control Optimization of a Supersonic Transport2019

    • Author(s)
      Kanazaki Masahiro、Saisyo Ryouta
    • Journal Title

      The ACM International Conference Proceeding Series (ICPS), Association of Computing Machinery, NY, USA

      Volume: 0 Pages: 19-24

    • DOI

      10.1145/3325773.3325789

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Development of Multiobjective Trajectory-Optimization Method and Its Application to Improve Aircraft Landing2016

    • Author(s)
      Othama, N., and Kanazaki
    • Journal Title

      Aerospace Science & Technology

      Volume: 58 Pages: 166-177

    • DOI

      10.1016/j.ast.2016.08.019

    • Related Report
      2016 Research-status Report
    • Peer Reviewed
  • [Presentation] "Low-Speed and High Angle of Attack Aerodynamic Characteristics of Supersonic Business Jet with Forward Swept Wing2020

    • Author(s)
      Setoguchi, N, and Kanazaki, M.
    • Organizer
      AIAA Scitech 2020 Forum, Orlando, FL, AIAA 2020-0534
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Genetic Algorithm Applied to the Time-Series Landing Flight Path and Control Optimization of a Supersonic Transport2019

    • Author(s)
      Kanazaki, M. and Saisho, R.
    • Organizer
      2019 3rd International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence (ISMSI 2019), Male Maldives
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] RANS評価に基づく空力-飛行連成計算による超音速旅客機の着陸飛行経路最適化2019

    • Author(s)
      最所諒大,金崎雅博,山田祐輔
    • Organizer
      第51回流体力学講演会/第37回航空宇宙数値シミュレーション技術シンポジウ
    • Related Report
      2019 Annual Research Report
  • [Presentation] 前進翼を持つSSBJの縦方向運動に対する動的空力特性調査2019

    • Author(s)
      瀬戸口直,金崎雅博
    • Organizer
      第51回流体力学講演会/第37回航空宇宙数値シミュレーション技術シンポジウ
    • Related Report
      2019 Annual Research Report
  • [Presentation] Genetic Algorithm Applied to the Time-Series Landing Flight Path and Control Optimization of a Supersonic Transport2019

    • Author(s)
      Kanazaki, M. and Saisho, R.
    • Organizer
      2019 3rd International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence (ISMSI 2019)
    • Related Report
      2018 Research-status Report
  • [Presentation] SST着陸経路計算・最適設計のための空力―飛行力学連成計算について2018

    • Author(s)
      金崎雅博,本間寛教,山田祐輔
    • Organizer
      第56回飛行機シンポジウム
    • Related Report
      2018 Research-status Report
  • [Presentation] 「有翼ロケットにおける構成要素の組み合わせに対するオービタ・ブースタ抗力推算モデルの提案」2017

    • Author(s)
      岩藤碩哉,金崎雅博,藤川貴弘,⽶本浩⼀
    • Organizer
      第31回数値流体力学シンポジウム
    • Related Report
      2017 Research-status Report
  • [Presentation] Iwafuji, H., Kanazaki, M., Fujikawa, T. and Yonemoto, K.2017

    • Author(s)
      Numerical Simulation of Supersonic/Hypersonic Flow for TSTO's Staging Separation
    • Organizer
      The 31st International Symposium on Shock Waves
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] エンジンインテーク統合設計における超音速翼の空力干渉の影響2016

    • Author(s)
      岸祐希, 北崎慎哉, 牧野好和, 金崎雅博
    • Organizer
      第30回数値流体力学シンポジウム2016
    • Place of Presentation
      タワーホール船堀(東京都江戸川区)
    • Year and Date
      2016-12-12
    • Related Report
      2016 Research-status Report
  • [Presentation] Trajectory and Aerodynamic Control Optimization of Civil Aircraft Descent Under Hazard Situations Based on High-Fidelity Aerodynamic Database2016

    • Author(s)
      Othman, N. and Kanazaki, M.
    • Organizer
      the 34th AIAA Applied Aerodynamics Conference, AIAA Aviation and Aeronautics Forum and Exposition 2016
    • Place of Presentation
      Washington, D.C. (U. S. A.)
    • Year and Date
      2016-06-05
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Time-Series Optimization Methodology and Knowledge Discovery of Decend Trajectory for Civil Aircraft2016

    • Author(s)
      Kanazaki, M. and Othman, N.
    • Organizer
      IEEE Computational Intelligence Society (CIS), IEEE World Congress on Computational Intelligence
    • Place of Presentation
      Vancouver (Canada)
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research

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Published: 2016-04-21   Modified: 2021-02-19  

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