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Construction of nonlinear dynamical model for artificial respiration and optimal decision of ventilation conditions

Research Project

Project/Area Number 22560408
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field System engineering
Research InstitutionFukui University of Technology

Principal Investigator

KANAE Shunshoku  福井工業大学, 工学部, 教授 (90274555)

Co-Investigator(Kenkyū-buntansha) WADA Kiyoshi  九州大学, 水素エネルギー国際研究センター, 特任教授 (60125127)
Project Period (FY) 2010 – 2012
Project Status Completed (Fiscal Year 2012)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2012: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2011: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2010: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Keywordsバイオシステム工学 / 医工学 / 人工呼吸 / 呼吸モデル / ファジィ / 関数型SIRMs / アントコロニー最適化 / エラスタンス / ファジィ推論 / 換気条件 / 非線形 / 非線形モデル
Research Abstract

The purpose of this project is to establish modeling methods of respiratory systems and to develop decision methods of optimal ventilation conditions for intelligent monitoring of artificial respiration. In this project, nonlinear dynamical models of respiratory systems are proposed and its parameter estimation methods are given, furthermore developments of applications to artificial respiration are performed for this purpose. Taking features of respiratory systems and usages of the models into consideration, respiratory model with hysteresis elastance and its parameter estimation algorithm, respiratory model considering breath perturbation and measurement noise and its periodical parameter estimation algorithm, respiratory model structure decision method by using GA, fuzzy model of respiratory systems and its parameter estimation algorithm, ant colony optimization method of fuzzy membership functions for fuzzy respiratory model, etc. are developed. These developments construct a framework of modeling respiratory systems and give a bright prospect of intelligent monitoring of artificial respiration.

Report

(4 results)
  • 2012 Annual Research Report   Final Research Report ( PDF )
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (36 results)

All 2013 2012 2011 2010

All Journal Article (9 results) (of which Peer Reviewed: 2 results) Presentation (26 results) Book (1 results)

  • [Journal Article] ファジィ推論法の後件部関数表現形式による静的 P-V 曲線推定への影響について2012

    • Author(s)
      中道正紀,金江春植
    • Journal Title

      福井工業大学研究紀要

      Volume: Vol.42 Pages: 78-83

    • NAID

      120004400744

    • Related Report
      2012 Final Research Report
  • [Journal Article] ファジィス推論の後件部関数表現形式による静的P-V曲線の推定への影響について2012

    • Author(s)
      中道正紀,金江春植
    • Journal Title

      福井工業大学研究紀要

      Volume: 42 Pages: 78-83

    • Related Report
      2012 Annual Research Report
  • [Journal Article] A unified framework for bias compensation based methods in correlated noise case2011

    • Author(s)
      L. Jia, R. Tao, S. Kanae, Z.-J. Yang, K. Wada
    • Journal Title

      IEEE Transactions on Automatic Control

      Volume: Vol.56, No.3 Pages: 625-629

    • Related Report
      2012 Final Research Report
  • [Journal Article] ファジィス推論法を用いたエラスタンスと静的P-V 曲線の推定2011

    • Author(s)
      中道正紀, 金江春植
    • Journal Title

      福井工業大学研究紀要

      Volume: Vol.41 Pages: 82-88

    • Related Report
      2012 Final Research Report
  • [Journal Article] ファジィ推論法を用いた肺エラスタンスと静的P-V曲線の推定2011

    • Author(s)
      中道正紀・金江春植
    • Journal Title

      福井工業大学研究紀要

      Volume: 41 Pages: 82-88

    • Related Report
      2011 Annual Research Report
  • [Journal Article] A Unified Framework for Bias Compensation Based Methods in Correlated Noise Case2011

    • Author(s)
      L.Jia, R.Tao, S.Kanae, Z.J.Yang, K.Wada
    • Journal Title

      IEEE Transactions on Automatic Control

      Volume: 56 Pages: 625-629

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 呼吸システムのモデリングと 人工呼吸の換気条件の設定について2010

    • Author(s)
      金江春植
    • Journal Title

      計測と制御

      Volume: Vol.49,No.07 Pages: 485-488

    • NAID

      10026798031

    • Related Report
      2012 Final Research Report
  • [Journal Article] 呼吸システムのモデリングと人工呼吸の換気条件の設定について2010

    • Author(s)
      金江春植
    • Journal Title

      計測と制御

      Volume: 49 Pages: 485-488

    • NAID

      10026798031

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 周波数領域におけるHammersteinモデルの同定2010

    • Author(s)
      金江春植, 李振強, 豊岡弘晃, 中道正紀
    • Journal Title

      福井工業大学研究紀要

      Volume: 40 Pages: 55-61

    • NAID

      120002260975

    • Related Report
      2010 Annual Research Report
  • [Presentation] バイアス補償最小相関法による変数誤差モデル同定2013

    • Author(s)
      池之上正人,和田清
    • Organizer
      計測自動制御学会第13回制御部門大会
    • Place of Presentation
      福岡
    • Related Report
      2012 Annual Research Report
  • [Presentation] アントコロニー最適化手法を用いたエラスタンスのファジィ推定におけるファジィ変数の決定について2012

    • Author(s)
      中道正紀, 金江春植
    • Organizer
      第55回自動制御連合講演会
    • Place of Presentation
      1243-1246
    • Related Report
      2012 Final Research Report
  • [Presentation] Estimation of Pulmonary Elas- tance Fuzzy Model by Data Combinationof Two Respiration Phases2012

    • Author(s)
      M. Nakamichi, S. Kanae, Z.-J. Yang and K. Wada
    • Organizer
      The 2012UKACC International Conference on Control (UKACC Control 2012)
    • Place of Presentation
      Cardiff, UK
    • Related Report
      2012 Final Research Report
  • [Presentation] Parameter Estimation of Hammerstein Model Based on Wavelet Packet2012

    • Author(s)
      Z.-Q. Li, W.-G. Luo, H.-T. and S.Kanae
    • Organizer
      The 31st Chinese Control Conference (CCC'2012)
    • Place of Presentation
      Hefei, China
    • Related Report
      2012 Annual Research Report 2012 Final Research Report
  • [Presentation] Estimation of Pulmonary Elastance Fuzzy Model by Data Combination of Two Respiration Phases2012

    • Author(s)
      Masanori Nakamichi, (Shunshoku Kanae), Zi-Jiang Yang and Kiyoshi Wada
    • Organizer
      The 2012 UKACC International Conference on Control (UKACC Cotrol 2012)
    • Place of Presentation
      Cardiff, UK
    • Related Report
      2012 Annual Research Report
  • [Presentation] アントコロニー最適化手法を用いたエラスタンスのファジィ推定におけるファジィ変数の決定について2012

    • Author(s)
      中道正紀, (金江春植)
    • Organizer
      第55回自動制御連合講演会
    • Place of Presentation
      京都
    • Related Report
      2012 Annual Research Report
  • [Presentation] 変数誤差モデル同定の最小相関法によるアプローチ2012

    • Author(s)
      池之上正人,和田清
    • Organizer
      第55回自動制御連合講演会
    • Place of Presentation
      京都
    • Related Report
      2012 Annual Research Report
  • [Presentation] Dynamic PCAによる雑音除去データを用いた部分空間法2012

    • Author(s)
      伊藤清太,和田清,川邊武俊
    • Organizer
      第31回計測自動制御学会九州支部学術講演会
    • Place of Presentation
      熊本
    • Related Report
      2012 Annual Research Report
  • [Presentation] FIRフィルタを用いたバイアス補償IV法によるEIVモデルのパラメータ推定2012

    • Author(s)
      李敏均,和田清,川邊武俊
    • Organizer
      第31回計測自動制御学会九州支部学術講演会
    • Place of Presentation
      熊本
    • Related Report
      2012 Annual Research Report
  • [Presentation] 拡大最小二乗法による多変数ARMAXシステムの同定につ いて2012

    • Author(s)
      中島和也,和田清,川邊武俊
    • Organizer
      第31回計測自動制御学会九州支部学術講演会
    • Place of Presentation
      熊本
    • Related Report
      2012 Annual Research Report
  • [Presentation] GA による呼吸モデ ルの構造決定について2011

    • Author(s)
      中村隆之, 金江春植
    • Organizer
      第54回自動制御連合講演会
    • Place of Presentation
      豊橋
    • Related Report
      2012 Final Research Report
  • [Presentation] 関数型 SIRMsファジィ推論法による肺エラスタンス推定の後件部関数表現形式について2011

    • Author(s)
      中道正紀, 金江 春植
    • Organizer
      第54回 自動制御連合講演会, pp.1398-1401
    • Place of Presentation
      豊橋
    • Related Report
      2012 Final Research Report
  • [Presentation] ファジィロジック を用いた肺エラスタンスの推定について-後件部関数の表現形式に関する一考察-2011

    • Author(s)
      中道正紀, 金江春植
    • Organizer
      平成 23 年度電気関係学会北陸支部連合大会
    • Place of Presentation
      福井
    • Related Report
      2012 Final Research Report
  • [Presentation] GA を用いた多項式 表現型呼吸モデルの構造決定2011

    • Author(s)
      中村隆之, 金江 春植
    • Organizer
      平成 23年度電気関係学会北陸支部連合大会
    • Place of Presentation
      福井
    • Related Report
      2012 Final Research Report
  • [Presentation] Estimation of Pulmonary Elastance by Functional Type SIRMs Fuzzy Reasoning Method2011

    • Author(s)
      M. Nakamichi, S. Kanae
    • Organizer
      The 30th Chinese Control Conference (CCC 2011)
    • Place of Presentation
      Yantai, China
    • Related Report
      2012 Final Research Report
  • [Presentation] Estimation of pulmonary elastance by functional type SIRMs fuzzy reasoning method2011

    • Author(s)
      M.Nakamichi, S.Kanae
    • Organizer
      30^<th> Chinese Control Conference
    • Place of Presentation
      Yantai, China
    • Related Report
      2011 Annual Research Report
  • [Presentation] ファジィロジックを用いたエラスタンスの推定について2011

    • Author(s)
      中道正紀・金江春植
    • Organizer
      平成23年度電気関係学会北陸支部連合大会
    • Place of Presentation
      福井市
    • Related Report
      2011 Annual Research Report
  • [Presentation] GAを用いた多項式表現型呼吸モデルの構造決定2011

    • Author(s)
      中村隆之・金江春植
    • Organizer
      平成23年度電気関係学会北陸支部連合大会
    • Place of Presentation
      福井市
    • Related Report
      2011 Annual Research Report
  • [Presentation] GAを用いた多項式表現型呼吸モデルの構造決定について2011

    • Author(s)
      中村隆之・金江春植
    • Organizer
      第54回自動制御連合講演会
    • Place of Presentation
      豊橋市
    • Related Report
      2011 Annual Research Report
  • [Presentation] 関数型SIRMsファジィ推論法による肺エラスタンス推定の後件部関数表現形式について2011

    • Author(s)
      中道正紀・金江春植
    • Organizer
      第54回自動制御連合講演会
    • Place of Presentation
      豊橋市
    • Related Report
      2011 Annual Research Report
  • [Presentation] Hammer-stein OEARシステムの補助モデルを用いた最小二乗同定法2010

    • Author(s)
      沈麗麗 , 金江春植 , 和田清
    • Organizer
      第63回電気関係学会九州支部連合大会
    • Place of Presentation
      福岡
    • Related Report
      2012 Final Research Report
  • [Presentation] A New Respiratory Model Consi- dering Hysteresis for Artificial Respiration2010

    • Author(s)
      S. Kanae, M. Nakamichi, Z.-J. Yang, andK. Wada
    • Organizer
      The IFAC International Workshop on Adaptation and Learning in Control and Signal Processing (ALCOSP2010)
    • Place of Presentation
      Antalya, Turkey
    • Related Report
      2012 Final Research Report
  • [Presentation] Pulmonary Elastance Estima- tion Considering Respiratory Periodi- city2010

    • Author(s)
      S. Kanae, M. Nakamichi, Z.-J. Yang, and K. Wada
    • Organizer
      The International Conference on Intelligent Control and Information Processing (ICICIP 2010)
    • Place of Presentation
      Dalian, China
    • Related Report
      2012 Final Research Report
  • [Presentation] ファジィロジックによる肺エラスタンスのモデリングと推定2010

    • Author(s)
      中道正紀, 金江春植
    • Organizer
      第53回自動制御聯合講演会
    • Place of Presentation
      高知
    • Related Report
      2010 Annual Research Report
  • [Presentation] A New Respiratory Model Considering Hysteresis for Artificial Respiration2010

    • Author(s)
      S.Kanae, M.Nakamichi, Z.J.Yang, K.Wada
    • Organizer
      the IFAC International Wokshop on Adaptation and Learning in Control and Signal Processing (ALCOSP 2010)
    • Place of Presentation
      Antalya, Turkey
    • Related Report
      2010 Annual Research Report
  • [Presentation] Pulmonary Elastance Estimation Considering Respiratory Periodicity2010

    • Author(s)
      S.Kanae, M.Nakamichi, Z.J.Yang, K.Wada
    • Organizer
      the International Conference on Intelligent Control and Information Processing (ICICIP 2010)
    • Place of Presentation
      Dalian, China
    • Related Report
      2010 Annual Research Report
  • [Book] "Theory and Applications of Complex Systems and Robust Control" Identification of Respiratory System Considering Hysteresis of Pulmonary Elastancd2010

    • Author(s)
      S.Kanae, Z.J.Yang, K.Wada
    • Total Pages
      285
    • Publisher
      Tsinghua University Press
    • Related Report
      2010 Annual Research Report

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Published: 2010-08-23   Modified: 2019-07-29  

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