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Development of measurement and control technologies for an actuator unit with multiple McKibben pneumatic artificial muscles

Research Project

Project/Area Number 25709014
Research Category

Grant-in-Aid for Young Scientists (A)

Allocation TypePartial Multi-year Fund
Research Field Dynamics/Control
Research InstitutionThe University of Electro-Communications

Principal Investigator

Kogiso Kiminao  電気通信大学, 情報理工学(系)研究科, 准教授 (30379549)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥13,780,000 (Direct Cost: ¥10,600,000、Indirect Cost: ¥3,180,000)
Fiscal Year 2015: ¥5,720,000 (Direct Cost: ¥4,400,000、Indirect Cost: ¥1,320,000)
Fiscal Year 2014: ¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2013: ¥2,990,000 (Direct Cost: ¥2,300,000、Indirect Cost: ¥690,000)
KeywordsMcKibben空気圧ゴム人工筋肉 / モデル化 / 切替えシステム / カルマンフィルタ / モデル予測制御 / 制御工学 / 空気圧駆動 / ハイブリッドシステム / McKibben型空気圧ゴム人工筋肉 / 空気圧ゴム人工筋 / パラメータ推定 / 検証実験 / 同定 / 数理モデル
Outline of Final Research Achievements

This project was aimed at developing fundamental measurement and control technologies for a pneumatic actuator unit with multiple McKibben pneumatic artificial muscles (PAMs). Acquiring a precise mathematical model of the PAM that enables to simulate dynamic behaviors of the PAM well, the model-based measurement and control methods have been developed. In contraction and expansion processes of the PAM its behaviors are nonlinear due to friction of a tube and fluid dynamics of compressed air. This project has obtained precise and stable switched systems in the state-space form. A model validation using measured data from a practical PAM system confirms that the outputs of the model are very close to the real outputs. Moreover, the obtained model enabled to develop an estimator of the contraction ratio, such as an unscented Kalman filter and an extended Kalman filter, and to consider a model predictive control and its implementation to the practical system.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Annual Research Report
  • 2013 Annual Research Report
  • Research Products

    (24 results)

All 2016 2015 2014 2013 Other

All Journal Article (4 results) (of which Peer Reviewed: 4 results,  Acknowledgement Compliant: 2 results) Presentation (18 results) (of which Int'l Joint Research: 2 results) Remarks (2 results)

  • [Journal Article] Experimental Validation on McKibben Pneumatic Artificial Muscles Models2015

    • Author(s)
      浦邉研太郎,内藤諒,小木曽公尚
    • Journal Title

      Transactions of the Society of Instrument and Control Engineers

      Volume: 51 Issue: 4 Pages: 267-273

    • DOI

      10.9746/sicetr.51.267

    • NAID

      130005065077

    • ISSN
      0453-4654, 1883-8189
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Parameter Estimation of McKibben Pneumatic Artificial Muscle System by Game-theoretic Learning2014

    • Author(s)
      浦邉研太郎,内藤諒,小木曽公尚
    • Journal Title

      Transactions of the Society of Instrument and Control Engineers

      Volume: 50 Issue: 5 Pages: 411-417

    • DOI

      10.9746/sicetr.50.411

    • NAID

      130004549795

    • ISSN
      0453-4654, 1883-8189
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] ゲーム理論的学習によるMcKibben型空気圧ゴム人工筋のパラメータ推定2014

    • Author(s)
      内藤諒,小木曽公尚
    • Journal Title

      計測自動制御学会論文集

      Volume: 50 Pages: 0-0

    • NAID

      130004549795

    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Mathematical Model of McKibben Pneumatic Artificial Muscle Systems Involving Load-Dependent Parameters2013

    • Author(s)
      小木曽公尚,内藤諒
    • Journal Title

      Transactions of the Institute of Systems, Control and Information Engineers

      Volume: 26 Issue: 7 Pages: 269-276

    • DOI

      10.5687/iscie.26.269

    • NAID

      130003388020

    • ISSN
      1342-5668, 2185-811X
    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Presentation] Invariant-length PAM model considering virtual weight and PI compensation2016

    • Author(s)
      Rieko Kadoya, Kiminao Kogiso
    • Organizer
      SICE International Symposium on Control Systems
    • Place of Presentation
      Nanzan University (Nagoya, Japan)
    • Year and Date
      2016-03-07
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 探索初期点の範囲指定による空気圧ゴム人工筋モデルパラメータの推定効率化2016

    • Author(s)
      岡部篤,石川貴大,小木曽公尚
    • Organizer
      第3回 計測自動制御学会 制御部門マルチシンポジウム
    • Place of Presentation
      南山大学(愛知県名古屋市)
    • Year and Date
      2016-03-07
    • Related Report
      2015 Annual Research Report
  • [Presentation] McKibben型空気圧ゴム人工筋の製品種別に関する識別器の構成,第3回 計測自動制御学会 制御部門マルチシンポジウム2016

    • Author(s)
      石川貴大,岡部篤,西山悠,小木曽公尚
    • Organizer
      第3回 計測自動制御学会 制御部門マルチシンポジウム
    • Place of Presentation
      南山大学(愛知県名古屋市)
    • Year and Date
      2016-03-07
    • Related Report
      2015 Annual Research Report
  • [Presentation] 対数化UKFを用いた空気圧ゴム人工筋の収縮率とパラメータの同時推定2015

    • Author(s)
      小玉隆志,岡部篤,小木曽公尚
    • Organizer
      第58回 自動制御連合講演会
    • Place of Presentation
      神戸大学(兵庫県神戸市)
    • Year and Date
      2015-11-14
    • Related Report
      2015 Annual Research Report
  • [Presentation] 仮想的な負荷変動とPI補償による収縮率変化のない空気圧ゴム人工筋モデル2015

    • Author(s)
      角谷理映子,小木曽公尚
    • Organizer
      第58回 自動制御連合講演会
    • Place of Presentation
      神戸大学(兵庫県神戸市)
    • Year and Date
      2015-11-14
    • Related Report
      2015 Annual Research Report
  • [Presentation] Hybrid nonlinear model of McKibben pneumatic artificial muscle systems incorporating a pressure-dependent Coulomb friction coefficient2015

    • Author(s)
      Kentaro Urabe, Kiminao Kogiso
    • Organizer
      IEEE Multi-conference on Systems and Control
    • Place of Presentation
      Novotel Sydney Manly Pacific (Sydney, Australia)
    • Year and Date
      2015-09-21
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] McKibben型空気圧ゴム人工筋の非線形モデル予測制御に関する実験的考察2015

    • Author(s)
      浦邉研太郎,小木曽公尚
    • Organizer
      第59回システム制御情報学会研究発表演会
    • Place of Presentation
      中央電気倶楽部(大阪府大阪市)
    • Year and Date
      2015-05-20
    • Related Report
      2015 Annual Research Report
  • [Presentation] McKibben型空気圧ゴム人工筋の状態推定に関する実験的考察2015

    • Author(s)
      小玉隆志,小木曽公尚
    • Organizer
      第59回システム制御情報学会研究発表講演会
    • Place of Presentation
      中央電気倶楽部(大阪府大阪市)
    • Year and Date
      2015-05-20
    • Related Report
      2015 Annual Research Report
  • [Presentation] Application of Hybrid Model Predictive Control to McKibben Pneumatic Artificial Muscle System2015

    • Author(s)
      Kentaro Urabe
    • Organizer
      SICE International Symposium on Control Systems
    • Place of Presentation
      Tokyo
    • Year and Date
      2015-03-04 – 2015-03-07
    • Related Report
      2014 Annual Research Report
  • [Presentation] 空気圧ゴム人工筋モデルの温度変化による影響とパラメータの分類2015

    • Author(s)
      岡野哲大,倉嶋俊,小木曽公尚
    • Organizer
      第2回計測自動制御学会制御部門マルチシンポジウム
    • Place of Presentation
      東京
    • Year and Date
      2015-03-04 – 2015-03-07
    • Related Report
      2014 Annual Research Report
  • [Presentation] UKFを用いた空気圧ゴム人工筋の収縮率推定2015

    • Author(s)
      小玉隆志,小木曽公尚,中野和司
    • Organizer
      第2回計測自動制御学会制御部門マルチシンポジウム
    • Place of Presentation
      東京
    • Year and Date
      2015-03-04 – 2015-03-07
    • Related Report
      2014 Annual Research Report
  • [Presentation] McKibben型空気圧ゴム人工筋モデルの妥当性2014

    • Author(s)
      浦邉研太郎,石原弘二,藤田貴大,内藤諒,小木曽公尚,杉本謙二
    • Organizer
      第58回システム制御情報学会研究発表講演会
    • Place of Presentation
      京都
    • Year and Date
      2014-05-21 – 2014-05-23
    • Related Report
      2014 Annual Research Report
  • [Presentation] 圧力依存のクーロン摩擦を用いた空気圧ゴム人工筋モデル2014

    • Author(s)
      内藤諒,小木曽公尚,杉本謙二
    • Organizer
      第1回 計測自動制御学会 制御部門 マルチシンポジウム
    • Place of Presentation
      調布
    • Related Report
      2013 Annual Research Report
  • [Presentation] McKibben型空気圧人工筋モデルの妥当性に関する実験的考察2014

    • Author(s)
      浦邊研太郎,石原,藤田,内藤諒,小木曽公尚,杉本謙二
    • Organizer
      第1回 計測自動制御学会 制御部門 マルチシンポジウム
    • Place of Presentation
      調布
    • Related Report
      2013 Annual Research Report
  • [Presentation] Gray-box Identification of McKibeen Penumatic Muscle using Interpolation of Load-dependent Parameters2013

    • Author(s)
      Kiminao Kogiso, Ryo Naito, Kenji Sugimoto
    • Organizer
      IEEE/ASME International Conferene on Advanced Intelligent Mechatronics
    • Place of Presentation
      Wollongong, Australia
    • Related Report
      2013 Annual Research Report
  • [Presentation] Application of Game-theoretic Learning to Gray-box Modeling of McKibben Pneumatic Artificial Muscle Systems2013

    • Author(s)
      Kiminao Kogiso, Ryo Naito, Kenji Sugimoto
    • Organizer
      IEEE/RSJ International Conference on Intelligent Robots and Systems
    • Place of Presentation
      Tokyo, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] ゲーム理論的学習を用いた空気圧ゴム人工筋のグレーボックスモデリング2013

    • Author(s)
      内藤諒,小木曽公尚,杉本謙二
    • Organizer
      第57回 システム制御情報学会研究発表講演会
    • Place of Presentation
      神戸
    • Related Report
      2013 Annual Research Report
  • [Presentation] 空気圧ゴム人工筋のゲーム理論的同定法に関する数値的考察

    • Author(s)
      内藤諒,小木曽公尚,杉本謙二
    • Organizer
      計測自動制御学会関西支部・システム制御情報学会 若手研究発表会
    • Place of Presentation
      大阪
    • Related Report
      2013 Annual Research Report
  • [Remarks] 空気圧ゴム人工筋を用いた柔軟なアクチュエータの開発

    • URL

      http://www.kimilab.tokyo/contents/102

    • Related Report
      2015 Annual Research Report
  • [Remarks] Kiminao Kogiso's Home Page

    • URL

      http://www.kimilab.mi.uec.ac.jp

    • Related Report
      2013 Annual Research Report

URL: 

Published: 2013-05-21   Modified: 2019-07-29  

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