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A new challenge of monitoring and controlling of artificial respiration based on mathematical model

Research Project

Project/Area Number 25420454
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Control engineering/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) Nakamichi Masanori  福井工業大学, 工学部, 講師 (70736115)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2013: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywordsバイオシステム工学 / 医工学 / 人工呼吸 / 呼吸システム / モデル / エラスタンス / 推定 / 換気条件 / 最良設定 / モデリング / パラメータ推定 / P-V曲線 / モニタリング
Outline of Final Research Achievements

The properties of human respiratory system vary among each individual. It is essential to medical care of the reliable security that estimates characteristic of the respiratory system of each patient and sets a ventilation condition of the artificial respiration based on the estimated result. In this research, we propose an artificial respiratory monitoring and controlling system, in which system with the fuzzy logic expression of pulmonary elastance, the breathing dynamics is modeled by nonlinear second order differential equation containing the elastance term, the parameters of the model are estimated from respiratory measurement date and the ventilation condition is decided based on the estimated result.

Report

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

    (11 results)

All 2015 2014 2013

All Journal Article (4 results) (of which Peer Reviewed: 1 results) Presentation (7 results) (of which Int'l Joint Research: 3 results,  Invited: 1 results)

  • [Journal Article] 肺エラスタンス推定におけるファジィ変数最適化手法の改良2015

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

      福井工業大学研究紀要

      Volume: 45 Pages: 31-38

    • NAID

      120005642459

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Estimation of the pulmonary elastance using a recursive parameter estimation method and setting of the ventilation condition using fuzzy logic2014

    • Author(s)
      M. Nakamichi and S. Kanae
    • Journal Title

      Trans. of the Institute of system, control and information engineers

      Volume: 27 Pages: 469-475

    • NAID

      130004932445

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] 繰り返し最適化手法による肺エラスタンス推定精度の改善2014

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

      福井工業大学研究紀要

      Volume: 44 Pages: 39-46

    • Related Report
      2014 Research-status Report
  • [Journal Article] ファジィスロジックを用いた肺エラスタンスの推定におけるアントコロニー最適化法について2013

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

      福井工業大学研究紀要

      Volume: 43 Pages: 29-36

    • Related Report
      2013 Research-status Report
  • [Presentation] Estimation of the Fuzzy Pulmonary Elastance Model in Consideration of the Data's Weight2015

    • Author(s)
      Masanori Nakamichi, Shunshoku Kanae and Kiyoshi Wada
    • Organizer
      The 47th ISCIE International Symposium on Stochastic Systems Theory and Its Applications (SSS'15)
    • Place of Presentation
      Honolulu, Hawaii, USA
    • Year and Date
      2015-12-05
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Bias-Compensated LMS Estimation for Adaptive Noisy FIR Filtering2015

    • Author(s)
      XU Tingting, JIA Lijuan, Kanae Shunshoku
    • Organizer
      SICE Annual Conference 2015 (SICE 2015)
    • Place of Presentation
      Hangzhou, China
    • Year and Date
      2015-07-28
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Improved Identification Method of Pulmonary Elastance Fuzzy Model Based on Pre-adjustment of Membership Functions2015

    • Author(s)
      S. Kanae, M. Nakamichi, L. Jia and X. Li
    • Organizer
      SICE Annual Conference 2015 (SICE 2015)
    • Place of Presentation
      Hangzhou, China
    • Year and Date
      2015-07-28
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 肺エラスタンスファジィモデル同定における繰り返しステイアルゴリズム2014

    • Author(s)
      金江春植,中道正紀,和田清
    • Organizer
      第57回自動制御連合講演会
    • Place of Presentation
      群馬県伊香保町
    • Year and Date
      2014-11-10 – 2014-11-12
    • Related Report
      2014 Research-status Report
  • [Presentation] A recursive parameter estimation method for identifying respiratory systems2014

    • Author(s)
      M. Nakamichi and S. Kanae
    • Organizer
      the 33rd Chinese Control Conference
    • Place of Presentation
      Nanjing, China
    • Year and Date
      2014-07-28 – 2014-07-30
    • Related Report
      2014 Research-status Report
  • [Presentation] Estimation of the pulmonary elastance and setting of the ventilation condition using fuzzy logic2013

    • Author(s)
      Masanori Nakamichi, Shunshoku Kanae and Katsuji Uosaki
    • Organizer
      the 45th ISCIE International Symposium on Stochastic Systems Theory and Its Applications (SSS'13)
    • Place of Presentation
      Okinawa, Japan
    • Related Report
      2013 Research-status Report
  • [Presentation] An ant colony optimization method for fuzzy membership functions and its application to estimate the pulmonary elastance2013

    • Author(s)
      Shunshoku Kanae and Masanori Nakamichi
    • Organizer
      the 32th Chinese Control Conference (CCC 2013)
    • Place of Presentation
      Xi'an, China
    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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