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Development of coupling algorithm for the optimization study in Sports

Research Project

Project/Area Number 15H01824
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Sports science
Research InstitutionYamagata University

Principal Investigator

Seo Kazuya  山形大学, 理学部, 教授 (60292405)

Co-Investigator(Kenkyū-buntansha) 浅井 武  筑波大学, 体育系, 教授 (00167868)
大島 成通  名城大学, 理工学部, 准教授 (00278326)
坂口 隆之  山形大学, 地域教育文化学部, 准教授 (10436496)
仰木 裕嗣  慶應義塾大学, 政策・メディア研究科(藤沢), 教授 (90317313)
Co-Investigator(Renkei-kenkyūsha) Konishi Yasufumi  東北大学, 流体科学研究所, 特任准教授
Research Collaborator Kimura Yuji  
Naruo Takeshi  
Project Period (FY) 2015-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥40,430,000 (Direct Cost: ¥31,100,000、Indirect Cost: ¥9,330,000)
Fiscal Year 2018: ¥6,370,000 (Direct Cost: ¥4,900,000、Indirect Cost: ¥1,470,000)
Fiscal Year 2017: ¥6,760,000 (Direct Cost: ¥5,200,000、Indirect Cost: ¥1,560,000)
Fiscal Year 2016: ¥7,150,000 (Direct Cost: ¥5,500,000、Indirect Cost: ¥1,650,000)
Fiscal Year 2015: ¥20,150,000 (Direct Cost: ¥15,500,000、Indirect Cost: ¥4,650,000)
Keywordsスポーツ工学 / 連成問題 / 飛行力学 / 用具最適化 / スキル最適化 / 連成最適化 / 筋骨格シミュレーション / 用具とスキル / 同時最適化 / EI値 / 最適化 / 空力 / 筋骨格モデル / 風洞試験 / 多目的最適化 / CFD / MSBS / 最適設計
Outline of Final Research Achievements

We have established a method that can propose the optimal equipment and the optimal skills simultaneously by using a genetic algorithm. This method gives the Pareto solution on the basis of the coupling algorithm of musculoskeletal simulation and flight trajectory simulation.
Specific results include the optimal design of Kurare Zao Schanze (jumping hill), optimal design of the shape of the discus for maximum flight distance, and concurrent optimization both of competition wheelchairs and para-athletes.
The proposed shape was adopted for the jumping hill in Kurare Zao Schanze and the discus. The Zao jumping hill in Yamagata city has been host to the annual ladies world cup. On the other hand, the Japanese record of discus was broken in 2019 for the first time in 14 years.

Academic Significance and Societal Importance of the Research Achievements

本研究成果の学術的意義は,スポーツ関連分野ながら、これまで交流の少なかった異なる学問分野間の連成問題をモデル化し,最適解を求める手法を確立したことである.本研究では,真の意味での学際的融合をはかった.つまり,人間の筋活性度と関節角度等の関係を記述する連立微分方程式と飛翔等を記述する連立微分方程式を一挙に解く連成問題としてモデル化した.本手法は,スポーツ連成問題一般に適用可能で,「研究成果の概要」欄に上記した通り,全く別種のスポーツへ適応可能である.

Report

(5 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • Research Products

    (51 results)

All 2019 2018 2017 2016 2015 Other

All Journal Article (18 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 13 results,  Open Access: 8 results,  Acknowledgement Compliant: 4 results) Presentation (29 results) (of which Int'l Joint Research: 5 results,  Invited: 5 results) Book (1 results) Remarks (2 results) Patent(Industrial Property Rights) (1 results)

  • [Journal Article] <b>Effect of Air Permeability on the Aerodynamic Characteristics of Ski Jumping Suit</b><b>s </b>2018

    • Author(s)
      Hiroaki HASEGAWA, Yosuke KAWABATA, Masahide MURAKAMI, Kazuya SEO, Shigeru OBAYASHI
    • Journal Title

      Advanced Experimental Mechanics

      Volume: 3 Issue: 0 Pages: 118-122

    • DOI

      10.11395/aem.3.0_118

    • NAID

      130007538739

    • ISSN
      2189-4752, 2424-175X
    • Year and Date
      2018-08-10
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] AERODYNAMIC EFFECTS OF A PANEL ORIENTATION IN VOLLEYBALL FLOAT SERVE2018

    • Author(s)
      Sungchan Hong, Byung Mook Weon, Yasumi Nakanishi, Kaoru Kimachi, Kazuya Seo and Takeshi Asai
    • Journal Title

      Proceedings of the 36th International Conference on Biomechanics in Sports 2018

      Volume: - Pages: 877-880

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] The Influence of the Phase Difference between the Crank Angle of the Pilot and that of the Stoker on the Drag Acting on a Tandem Bike2018

    • Author(s)
      Seo Kazuya、Eda Satoshi
    • Journal Title

      Proceedings

      Volume: 2 Pages: 209-209

    • DOI

      10.3390/proceedings2060209

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] タンデム自転車の脚部に注目した風洞実験2018

    • Author(s)
      瀬尾和哉
    • Journal Title

      日本流体力学会誌「ながれ」

      Volume: 36 Pages: 413-416

    • Related Report
      2017 Annual Research Report
  • [Journal Article] スキージャンプとスポーツ工学2018

    • Author(s)
      瀬尾和哉
    • Journal Title

      化学工学

      Volume: 82 Pages: 81-83

    • Related Report
      2017 Annual Research Report
  • [Journal Article] スポーツ流体力学の基盤技術 - 風洞、シミュレー ション例の紹介 -2018

    • Author(s)
      瀬尾和哉
    • Journal Title

      バイオメカニクス研究

      Volume: 21 Pages: 157-162

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Creating drag and lift curves from soccer trajectories2017

    • Author(s)
      Goff John Eric、Kelley John、Hobson Chad M、Seo Kazuya、Asai Takeshi、Choppin S B
    • Journal Title

      European Journal of Physics

      Volume: 38 Issue: 4 Pages: 044003-044003

    • DOI

      10.1088/1361-6404/aa6fcd

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] ラグビーの科学 ラグビーボール飛翔局面の科学2017

    • Author(s)
      瀬尾和哉, 依田大輔, 中島正太, 瀬川智広, 岩渕健輔, 佐々木康
    • Journal Title

      バイオメカニクス研究

      Volume: 21 Pages: 4-8

    • Related Report
      2017 Annual Research Report
  • [Journal Article] クラス対抗リレーの最適化に関する一考察2017

    • Author(s)
      瀬尾和哉, 大澤弘典
    • Journal Title

      日本機械学会シンポジウム:スポーツ工学・ヒューマンダイナミクス講演論文集(CD-ROM)

      Volume: SHD2017

    • NAID

      130006744722

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Study of Ski Jumping Suit of Different Air Permeability on Aerodynamic Characteristics2017

    • Author(s)
      Ryusei Maeta, Yosuke Kawabata, Hiroaki Hasegawa, Kazuya Seo, Shigeru Obayashi
    • Journal Title

      Proc. of the Fourteenth International Conference on Flow Dynamics(ICFD2017)

      Volume: ICFD2017

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effect of Air Permeability of Ski Jumping Suit on Aerodynamic Characteristics2017

    • Author(s)
      Yosuke KAWABATA, Hiroaki HASEGAWA, Masahide MURAKAMI, Kazuya SEO and Shigeru OBAYASHI
    • Journal Title

      Proc. of 12th International Symposium on Advanced Science and Technology in Experimental Mechanics

      Volume: ISEM2017

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Design Optimization of the Landing Slope of a Ski Jumping Hill2017

    • Author(s)
      Kazuya Seo, Yuji Nihei, Ryutaro Watanabe, Toshiyuki Shimano, Yuji Ohgi
    • Journal Title

      Sports Science Research and Technology Support

      Volume: 632 Pages: 57-70

    • DOI

      10.1007/978-3-319-52770-3_5

    • ISBN
      9783319527697, 9783319527703
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Optimization of the design of a discus for people with disabilities2016

    • Author(s)
      Kazuya Seo, Naoki Takahashi, Koichi Kawabata, Toshihito Mitsui
    • Journal Title

      Procedia Engineering

      Volume: 47 Pages: 538-543

    • DOI

      10.1016/j.proeng.2016.06.234

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Development of an automated motion evaluation system from wearable sensor devices for ski jumping2016

    • Author(s)
      Heike Brock, Yuji Ohgi, Kazuya Seo
    • Journal Title

      Procedia Engineering

      Volume: 47 Pages: 694-699

    • DOI

      10.1016/j.proeng.2016.06.248

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] The features of the landing slope of a ski jumping hill that need to be considered2015

    • Author(s)
      Kazuya Seo, Yuji Nihei, Ryutaro Watanabe, Toshiyuki Shimano, Takayuki Sakaguchi
    • Journal Title

      Procedia Engineering

      Volume: 112 Pages: 373-378

    • DOI

      10.1016/j.proeng.2015.07.209

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Flow visualization around panel shapes of soccer ball.2015

    • Author(s)
      Hong, S., Asai, T., and Seo, K.
    • Journal Title

      Procedia Engineering

      Volume: 112 Pages: 391-394

    • DOI

      10.1016/j.proeng.2015.07.213

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Visualization of air flow around soccer ball using a particle image velocimetry2015

    • Author(s)
      Hong, S., Asai, T. & Seo, K.
    • Journal Title

      Scientific Reports

      Volume: 5 Issue: 1 Pages: 15108-15108

    • DOI

      10.1038/srep15108

    • NAID

      120007136048

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Optimizing the Design of the Landing Slope of the Zao Jumping Hill2015

    • Author(s)
      Seo, K., Nihei, Y., Shimano, T., Watanabe, R. and Ohgi, Y.
    • Journal Title

      Proceedings of the 3rd International Congress on Sport Sciences Research and Technology Support

      Volume: icSPORTS 2015 Pages: 208-213

    • DOI

      10.5220/0005608902080213

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] 座位投てきにおける背もたれとホールディングバーの効果について2019

    • Author(s)
      日本障がい者スポーツ学会
    • Organizer
      日本障がい者スポーツ学会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 円盤のメタルリム半径を変数とした風洞試験2018

    • Author(s)
      瀬尾和哉
    • Organizer
      日本機械学会2018年度年次大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] ラグビーゴールキックのロケット型は有利か?2018

    • Author(s)
      瀬尾和哉,來海 郁,洪 性賛,浅井 武,古川 拓生
    • Organizer
      日本機械学会シンポジウム:SHD2018
    • Related Report
      2018 Annual Research Report
  • [Presentation] 靴内換気量に関する実験的研究2018

    • Author(s)
      坂本将規,三浦亜友,瀬尾和哉,森安健太
    • Organizer
      日本機械学会シンポジウム:SHD2018
    • Related Report
      2018 Annual Research Report
  • [Presentation] スキージャンプ生地の通気性と空力特性の関係2018

    • Author(s)
      前田 龍生,長谷川 裕 晃,村上 正秀,瀬尾 和哉,大林茂
    • Organizer
      日本機械学会シンポジウム:SHD2018
    • Related Report
      2018 Annual Research Report
  • [Presentation] 風とスポーツ工学 -これまでとこれから-2018

    • Author(s)
      瀬尾和哉
    • Organizer
      第3回 風と流れのプラットフォーム・シンポジウム
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] Design optimization of the Zao ski jumping hill2018

    • Author(s)
      Kazuya Seo
    • Organizer
      The Genetic and Evolutionary Computation Conference
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 冷却クーラーボックスの概念設計2017

    • Author(s)
      瀬尾和哉
    • Organizer
      可視化情報シンポジウム
    • Related Report
      2017 Annual Research Report
  • [Presentation] タンデム自転車の脚部に注目した風洞試験2017

    • Author(s)
      瀬尾和哉
    • Organizer
      日本流体力学会年会2017
    • Related Report
      2017 Annual Research Report
  • [Presentation] Drag Acting on a Tandem Bike and Two Pedaling Human Models2017

    • Author(s)
      Kazuya Seo
    • Organizer
      The 8th Asia-Pacific Congress on Sports Technology (APCST) 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Aerodynamics in Sports2017

    • Author(s)
      Kazuya Seo
    • Organizer
      International Conference on Sports Engineering (ICSE-2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] クラス対抗リレーの最適化に関する一考察2017

    • Author(s)
      瀬尾和哉
    • Organizer
      SHD2017スポーツアンドヒューマンダイナミクス
    • Related Report
      2017 Annual Research Report
  • [Presentation] 障がい者アスリートの個性に適合した円盤投用円盤の最適化2017

    • Author(s)
      瀬尾和哉
    • Organizer
      障害者スポーツ医科学研究拠点シンポジウム
    • Place of Presentation
      フォルテワジマ
    • Related Report
      2016 Annual Research Report
  • [Presentation] エンジニアとスポーツ -健康増進、パフォーマンスや安全性の向上を目指して-2017

    • Author(s)
      瀬尾和哉
    • Organizer
      第21回おおた工業フェア併催 医工連携セミナー
    • Place of Presentation
      大田区産業プラザ
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] 漕動作可能な実物大模型が乗ったタンデム自転車に働く抗力の測定2016

    • Author(s)
      瀬尾和哉,水島直哉,江田智史,山辺芳,白崎啓太,明石啓太
    • Organizer
      日本機械学会 スポーツ工学・ヒューマンダイナミクス2016
    • Place of Presentation
      山形テルサ
    • Year and Date
      2016-11-09
    • Related Report
      2016 Annual Research Report
  • [Presentation] スキージャンプスーツ生地の通気量が飛距離に及ぼす影響2016

    • Author(s)
      川端 鷹亮,長谷川 裕晃,村上正秀,瀬尾和哉,大林茂
    • Organizer
      日本機械学会 スポーツ工学・ヒューマンダイナミクス2016
    • Place of Presentation
      山形テルサ
    • Year and Date
      2016-11-09
    • Related Report
      2016 Annual Research Report
  • [Presentation] The launch conditions of a discus and the size optimization on the basis of the launch condition2016

    • Author(s)
      Kazuya Seo, Koichi Kawabata
    • Organizer
      The 31st International Congress on High-Speed Imaging and Photonics
    • Place of Presentation
      Hotel Hankyu Expo Park
    • Year and Date
      2016-11-07
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Aerodynamics of a rugby ball2016

    • Author(s)
      Kazuya Seo
    • Organizer
      The 1st Japan-Korea Joint Congress on Science and Football
    • Place of Presentation
      Fukuoka Univ.
    • Year and Date
      2016-10-15
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 障がい者アスリートの円盤投の投出し条件2016

    • Author(s)
      瀬尾 和哉、川端 浩一、三井 利仁
    • Organizer
      第44回可視化情報シンポジウム
    • Place of Presentation
      工学院大学
    • Year and Date
      2016-07-20
    • Related Report
      2016 Annual Research Report
  • [Presentation] 通気量の異なる生地を巻きつけた楕円柱の流れ場特性2015

    • Author(s)
      手倉森重一、長谷川 裕晃、瀬尾和哉
    • Organizer
      第93期流体工学部門講演会
    • Place of Presentation
      東京理科大学
    • Year and Date
      2015-11-07
    • Related Report
      2015 Annual Research Report
  • [Presentation] 蔵王ジャンプ台ランディングスロープの最適設計2015

    • Author(s)
      瀬尾和哉,二瓶裕治,渡辺龍太郎,仰木裕嗣
    • Organizer
      日本機械学会SHDシンポジウム
    • Place of Presentation
      立命館大学
    • Year and Date
      2015-10-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] スキージャンプ選手の飛翔軌跡の計測2015

    • Author(s)
      仰木裕嗣、Brock Heike、瀬尾和哉
    • Organizer
      日本機械学会SHDシンポジウム
    • Place of Presentation
      立命館大学
    • Year and Date
      2015-10-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] スキージャンプスーツ用生地の通気量が飛距離に与える影響2015

    • Author(s)
      手倉森重一、長谷川 裕晃、瀬尾和哉
    • Organizer
      日本機械学会SHDシンポジウム
    • Place of Presentation
      立命館大学
    • Year and Date
      2015-10-30
    • Related Report
      2015 Annual Research Report
  • [Presentation] Optimization of the size of a discus for Paralympians2015

    • Author(s)
      Kazuya Seo, Naoki Takahashi, Koji Shimoyama, Koichi Kawabata, Toshihito Mitsuii and Yuji Kimura
    • Organizer
      International Conference on Flow Dynamics
    • Place of Presentation
      仙台国際センター
    • Year and Date
      2015-10-27
    • Related Report
      2015 Annual Research Report
  • [Presentation] スポーツ用具とスポーツスキルの同時最適化2015

    • Author(s)
      瀬尾和哉
    • Organizer
      第70回日本体力医学会大会予稿集
    • Place of Presentation
      ホテルアバローム紀の国
    • Year and Date
      2015-09-18
    • Related Report
      2015 Annual Research Report
  • [Presentation] 冬季オリンピックにみるスポーツ工学2015

    • Author(s)
      瀬尾和哉
    • Organizer
      日本機械学会2015年度年次大会
    • Place of Presentation
      北海道大学
    • Year and Date
      2015-09-13
    • Related Report
      2015 Annual Research Report
  • [Presentation] 地面板と実物大スキージャンパ模型を用いた風洞試験2015

    • Author(s)
      瀬尾和哉,洪性賛,浅井武
    • Organizer
      日本機械学会2015年度年次大会
    • Place of Presentation
      北海道大学
    • Year and Date
      2015-09-13
    • Related Report
      2015 Annual Research Report
  • [Presentation] スキージャンプスーツ用生地通気量の違いでの空力特性2015

    • Author(s)
      手倉森重一、長谷川 裕晃、瀬尾和哉
    • Organizer
      日本機械学会2015年度年次大会
    • Place of Presentation
      北海道大学
    • Year and Date
      2015-09-13
    • Related Report
      2015 Annual Research Report
  • [Presentation] パラリンピアンの個性に合わせたオーダーメイド円盤の開発2015

    • Author(s)
      瀬尾 和哉、高橋 直貴、川端 浩一、三井 利仁
    • Organizer
      第43回可視化情報シンポジウム
    • Place of Presentation
      工学院大学
    • Year and Date
      2015-07-21
    • Related Report
      2015 Annual Research Report
  • [Book] スポーツが得意な子に育つたのしいお話3652019

    • Author(s)
      一般社団法人 日本体育学会
    • Total Pages
      416
    • Publisher
      誠文堂新光社
    • ISBN
      9784416618707
    • Related Report
      2018 Annual Research Report
  • [Remarks] 山形大学理学部 瀬尾和哉

    • URL

      http://www.e.yamagata-u.ac.jp/~seo/

    • Related Report
      2018 Annual Research Report
  • [Remarks]

    • URL

      http://www.e.yamagata-u.ac.jp/~seo/

    • Related Report
      2017 Annual Research Report
  • [Patent(Industrial Property Rights)] 飛翔体の形状の計算方法,飛翔体の形状の計算装置,飛翔体の形状の計算プログラム,計算システム,及び飛翔体の製造方法2019

    • Inventor(s)
      瀬尾和哉
    • Industrial Property Rights Holder
      山形大学
    • Industrial Property Rights Type
      特許
    • Filing Date
      2019
    • Acquisition Date
      2019
    • Related Report
      2018 Annual Research Report

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Published: 2015-04-16   Modified: 2020-03-30  

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