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Research on a Development of Practical Smart Adaptive Control Systems with a PFC

Research Project

Project/Area Number 25420444
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Control engineering/System engineering
Research InstitutionKumamoto University

Principal Investigator

Mizumoto Ikuro  熊本大学, 自然科学研究科, 准教授 (30239256)

Research Collaborator Shah Sirish L.  アルバータ大学(カナダ), 教授
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: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2014: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Fiscal Year 2013: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords適応制御 / データ駆動型制御 / 予測制御 / 並列フィードフォワード補償器 / スマート適応制御 / モデルフリー設計 / 制御工学 / PFC
Outline of Final Research Achievements

In this research, in order to realize a smart and practical design scheme of a PFC which renders a new controlled augmented system with desired properties, a date based and model free PFC design scheme are firstly developed by using system’s data which is obtained from operations. The model free PFC design scheme was expanded to a data driven one-line PFC adjusting method and thus more smart PFC design scheme was proposed. Furthermore, to aspire to becoming development of a novel adaptive-type control system design, we consider to develop an adaptive predictor design scheme with simple structure using a PFC, and then we investigated additional availability of the PFC in the control system design. The developed control system design schemes were validated through numerical simulations and experiments for practical systems, and development of practical and smart adaptive control system was investigated.

Report

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

    (23 results)

All 2015 2014 2013

All Journal Article (23 results) (of which Peer Reviewed: 23 results,  Acknowledgement Compliant: 6 results)

  • [Journal Article] Output Tracking Control of Discrete-Time Nonlinear Systems by Output Feedback based Adaptive PID2015

    • Author(s)
      Ikuro Mizumoto, Taro Takagi
    • Journal Title

      Proc. of the 54th IEEE Conference on Decision and Control (CDC 2015))

      Volume: ― Pages: 6954-6959

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Control of a Magnetic Levitation System via Output Feedback Based Two DOF Control with an Adaptive Predictive Feedforward Input2015

    • Author(s)
      Ikuro Mizumoto, Seiya Fujii, Masataka Ikejiri
    • Journal Title

      Proc. of 2015 IEEE Multi-Conference on Systems and Control

      Volume: ― Pages: 71-76

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Output Feedback Based 2DOF Control with a Robust Predictive Feedforward Input2015

    • Author(s)
      Ikuro Mizumoto, Ikejiri Masataka, Kai Ding, Seiya Fujii
    • Journal Title

      Proc. of SICE Annual Conf. 2015

      Volume: ― Pages: 71-76

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Performance-Driven Adaptive Output Feedback Control with Direct Design of PFC2015

    • Author(s)
      Taro Takagi, Ikuro Mizumoto, Junpei Tsunematsu
    • Journal Title

      Journal of Robotics and Mechatronics

      Volume: 27 Pages: 462-468

    • NAID

      130007671057

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Stable Adaptive Predictive Control System Design via Adaptive Output Predictor for Multi-rate Sampled Systems2015

    • Author(s)
      Ikuro Mizumoto, Masataka Ikejiri, Taro Takagi
    • Journal Title

      Proc. of the 9th International Symposium on Advanced Control of Chemical Processes, IFAC

      Volume: ― Pages: 1040-1045

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] ASPR Based Output Feedback Control with an Adaptive Predictive Feedforward Input2015

    • Author(s)
      Ikuro Mizumoto and Masataka Ikejiri
    • Journal Title

      Proc. of the 10th Asian Control Conference 2015 (ASCC2015)

      Volume: ―

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Adaptive Output Predictor based Adaptive Predictive Control with ASPR Constraint2015

    • Author(s)
      Ikuro Mizumoto, Yotaro Fujimoto, Masataka Ikejiri
    • Journal Title

      Automatica

      Volume: 57 Pages: 152-163

    • DOI

      10.1016/j.automatica.2015.04.020

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Adaptive Output Feedback based Output Tracking Control for a Time-delay Systems with a PFC2015

    • Author(s)
      Ikuro Mizumoto and Taro Takagi
    • Journal Title

      Asian Journal of Control

      Volume: - Issue: 4 Pages: 1148-1162

    • DOI

      10.1002/asjc.1014

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Predictive Control System Design with Adaptive Output Estimator for Non-uniformly Sampled Multi-rate Systems and Its Application to Liquid Level Control2014

    • Author(s)
      Ikuro Mizumoto, Hiroaki Miyanaga, Masataka Ikejiri, Taro Takagi
    • Journal Title

      Proc. of 2014 IEEE International Conference on Control Applications (CCA), Part of 2014 IEEE Multi-conference on Systems and Control

      Volume: - Pages: 1437-1442

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Simple adaptive control system design for a quadrotor with an internal PFC2014

    • Author(s)
      Ikuro Mizumoto, Takuto Nakamura, Makoto Kumon, and Taro Takagi
    • Journal Title

      10th International Conference on Mathematical Problems in Engineering, Aerospace and Sciences, AIP Conf. Proc.

      Volume: 1637 Pages: 673-682

    • DOI

      10.1063/1.4904638

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] 離散時間系に対する適応NNフィードフォワードを併用した適応PID制御2014

    • Author(s)
      高木太郎,水本郁朗
    • Journal Title

      電気学会論文誌C(電子・情報・システム部門誌)

      Volume: 134 Pages: 1175-1181

    • NAID

      130004684917

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Fast-rate output feedback control system design with adaptive output estimator for nonuniformly sampled multirate systems2014

    • Author(s)
      Ikuro Mizumoto and Yotaro Fujimoto
    • Journal Title

      International Journal of Adaptive Control and Signal Processing

      Volume: 28 Issue: 7-8 Pages: 686-707

    • DOI

      10.1002/acs.2407

    • Related Report
      2014 Research-status Report 2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Performance-Driven Adaptive Output Feedback Control and Its Application to Two-Tank System2014

    • Author(s)
      Taro Takagi, Ikuro Mizumoto and Junpei Tsunematsu
    • Journal Title

      Proceedings of the 2014 International Conference on Advanced Mechatronic Systems (ICAMechS2014)

      Volume: - Pages: 254-259

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] ASPR based Adaptive Output Feedback Control System Design via T-S Fuzzy Model for Nonlinear Systems2014

    • Author(s)
      Ikuro Mizumoto and Taro Takagi
    • Journal Title

      Proc. of 2014 European Control Conference (ECC)

      Volume: - Pages: 2090-2095

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Adaptive and Performance-Driven PID Control System Design for Discrete-time Systems with a Parallel Feedforward Compensator Designed via FRIT2014

    • Author(s)
      Taro Takagi and Ikuro Mizumoto
    • Journal Title

      Proc. of 5th International Symposium on Advanced Control of Industrial Processes

      Volume: - Pages: 90-95

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] PFC design via FRIT approach for adaptive output feedback control of discrete-time systems2014

    • Author(s)
      Ikuro Mizumoto, Taro Takagi, Sota Fukui, Sirish L. Shah
    • Journal Title

      Electrical Engineering in Japan (English translation of Denki Gakkai Ronbunshi)

      Volume: 187 Pages: 24-32

    • NAID

      210000172007

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] 適応出力予測器による予測制御系設計2014

    • Author(s)
      水本 郁朗,宮永 浩彰
    • Journal Title

      システム制御情報学会論文誌

      Volume: Vol.27, No.3 Pages: 101-107

    • NAID

      130004565047

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Performance-Driven Adaptive Control System Using a Direct PFC Design Scheme via Input/Output Data for Discrete-time Systems2014

    • Author(s)
      Taro Takagi and Ikuro Mizumoto
    • Journal Title

      ICIC Express Letters

      Volume: Vol.8, No.1 Pages: 257-262

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 離散時間系に対する適応出力フィードバック制御のための疑似T-S Fuzzy モデルを用いたFRIT によるPFC設計2013

    • Author(s)
      高木太郎,水本郁朗
    • Journal Title

      電気学会論文誌C

      Volume: Vol.133 No.6 Pages: 1120-1128

    • NAID

      10031175294

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Adaptive Predictive Control with an Adaptive Output Predictor for Multi-rate Sampled Systems2013

    • Author(s)
      Ikuro Mizumoto, Hiroaki Miyanaga and Masataka Ikejiri
    • Journal Title

      Proc. of SICE Annual Conference 2013

      Volume: -

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Performance-Driven Adaptive Control System Design with a PFC Designed by System's Input/Output Data2013

    • Author(s)
      Ikuro Mizumoto and Taro Takagi
    • Journal Title

      Proc. of 11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing

      Volume: - Pages: 570-575

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Adaptive Output Feedback Control System Design for Slip Control of a Lock-Up Clutch Time-Delay System2013

    • Author(s)
      Ikuro Mizumoto, Taro Takagi and Kenshi Yamanaka
    • Journal Title

      Proc. of 11th IFAC International Workshop on Adaptation and Learning in Control and Signal Processing

      Volume: - Pages: 472-476

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Parallel Feedforward Compensator Design and ASPR based Adaptive Output Feedback Control for a Time-delay System2013

    • Author(s)
      Ikuro Mizumoto, Taro Takagi and Kenshi Yamanaka
    • Journal Title

      Proc. of 2013 American Control Conference (ACC)

      Volume: - Pages: 4916-4921

    • Related Report
      2013 Research-status Report
    • Peer Reviewed

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

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