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New framework of adaptive control theory and its application to motor driven systems

Research Project

Project/Area Number 18560425
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Control engineering
Research InstitutionChiba University

Principal Investigator

LIU Kang-Zhi  Chiba University, Graduate School of Engineering, Associate Professor (70240413)

Project Period (FY) 2006 – 2007
Project Status Completed (Fiscal Year 2007)
Budget Amount *help
¥3,910,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥510,000)
Fiscal Year 2007: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Fiscal Year 2006: ¥1,700,000 (Direct Cost: ¥1,700,000)
KeywordsAdaptive robust control / ISS small-gain Theorem / MIMO adaptive systems / Convex optimal synthesis / Motor-driven systems / Large load uncertainty / 新適応制御理論
Research Abstract

The goal of this project is to establish a new type of adaptive control theory which can overcome the shortcomings of classic adaptive control theories. Through two years research effort, the followings achievements have been made.
Theoretic Study
First, we founded an ISS small-gain theorem for linear time-varying systems which guarantees the exponential convergence of state. Then, based on this theorem "Adaptive Robust Control Theory" is established, which has the following outstanding properties: (1) complete separation in the designs of state feedback, adaptive observer and adaptation law (2) guarantee of global exponential convergence and explicit convergence rate (3) multi-input multi-output adaptive control theory (4) no need of minimum phase assumption and independent of relative degree The convex optimization based tool for numerical design has also been established.
Application to motor-driven systems For the motor-driven systems that play an extremely important role in industrial applications, we have succeeded in developing a servo technology which does require on-site tuning. (1) Through numerous experiments, it has been validated that this system works well over 30 times of load variation and 3 times of spring constant variation. (2) The experimental validation of the efficacy of Adaptive Robust Control has opened the doors to more and more industrial applications.

Report

(3 results)
  • 2007 Annual Research Report   Final Research Report Summary
  • 2006 Annual Research Report
  • Research Products

    (55 results)

All 2008 2007 2006 2005

All Journal Article (29 results) (of which Peer Reviewed: 12 results) Presentation (24 results) Book (2 results)

  • [Journal Article] On-Off制御系に対する安定化出力フィードバシク則の設計法2008

    • Author(s)
      赤阪 大介, 劉 康志
    • Journal Title

      計測自動制御学会論文集 44-5(印刷中)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] SICEベンチマークエンジンモデルの解析2008

    • Author(s)
      田中 一仁, 劉 康志
    • Journal Title

      計測と制御 47-3

      Pages: 233-236

    • NAID

      10021114824

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Design of Stabilizing Output Feedback Control Law for A Class of On-Off Control Systems2008

    • Author(s)
      D. Akasaka and K. Z. Liu
    • Journal Title

      Trans. of SICE vol. 44-5

    • NAID

      10021990444

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Analysis of SICE benchmark engine model2008

    • Author(s)
      T. Tanaka and K. Z. Liu
    • Journal Title

      Journ. of SICE vol. 47-3

      Pages: 233-236

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] On-Off制御系に対する安定化出力フィードバック則の設計法2008

    • Author(s)
      赤阪 大介, 劉 康志
    • Journal Title

      計測自動制御学会論文集 (印刷中)

    • NAID

      10021990444

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 自動車の走行安定化Gain-Scheduling制御2007

    • Author(s)
      金原 輝, 劉 康志.
    • Journal Title

      日本機械学会論文集 73-729

      Pages: 1285-1290

    • NAID

      110006279380

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] Filippovの枠組みにおけるOn-Off制御系の安定化2007

    • Author(s)
      赤阪 大介, 劉 康志
    • Journal Title

      計測自動制御学会論文集 43-1

      Pages: 23-30

    • NAID

      10018479861

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Annual Research Report 2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] A gain-scheduled control method for automotive vehicle stabilization2007

    • Author(s)
      A. Kanehara and K. Z. Liu
    • Journal Title

      Trans. of JSME vol. 73-729

      Pages: 1285-1290

    • NAID

      110006279380

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Stabilization of a class of on-off feedback systems in Filippov framework2007

    • Author(s)
      D. Akasaka and K. Z. Liu
    • Journal Title

      Trans. of SICE vol. 43-1

      Pages: 23-30

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] 自動車の走行安定化Gain-Scheduling制御2007

    • Author(s)
      金原 輝, 劉 康志
    • Journal Title

      日本機械学会論文集 73-729

      Pages: 1285-1290

    • NAID

      110006279380

    • Related Report
      2007 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Filippovの枠組みにおけるOn-Off制御系の安定化2007

    • Author(s)
      赤坂 大介, 劉 康志
    • Journal Title

      計測自動制御学会論文集 43・1

      Pages: 23-30

    • NAID

      10018479861

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 自動車の走行安定化Gain-Scheduling制御2007

    • Author(s)
      金原 輝, 劉 康志
    • Journal Title

      日本機会学会論文集 073・729C(印刷中)

    • NAID

      110006279380

    • Related Report
      2006 Annual Research Report
  • [Journal Article] An exponentially ε-convergent control algorithm for chained systems and its application to automatic parking systems2006

    • Author(s)
      K.Z. Liu, M.Q. Dao and T. Inoue
    • Journal Title

      IEEE Trans. on Control Systems Technology 14-6

      Pages: 1113-1126

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] 自動車の自動駐車技術の実用化に関する研究2006

    • Author(s)
      ダオ ミンクァン, 井上拓也, 劉 康志
    • Journal Title

      計測自動制御学会論文集 42-7

      Pages: 765-774

    • NAID

      130004599856

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] T-Sモデルの非線形システム表現能力に関する研究2006

    • Author(s)
      金原 輝, 劉 康志
    • Journal Title

      電気学会論文誌C 126-3

      Pages: 376-382

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] A Simple Derivation of ARE Solutions to The Stahdard H∞ Control Problem Based on LMI Solution2006

    • Author(s)
      K.Z. Liu and R. He
    • Journal Title

      Systems & Control letters 55-6

      Pages: 487-493

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] 4輪自動車の自動駐車システム開発2006

    • Author(s)
      劉 康志, ダオ ミンクァン
    • Journal Title

      計測と制御 45-7

      Pages: 589-594

    • NAID

      10018005891

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] An exponentially ε-convergent control algorithm for chained systems and its application to automatic parking systems2006

    • Author(s)
      K. Z. Liu, M. Q. Dao and T. Inoue
    • Journal Title

      IEEE Trans. on CST vol. 14-6

      Pages: 1113-1126

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Toward the realization of fully automatic parking technology for automobiles2006

    • Author(s)
      M. Q. Dao, T. Inoue and K. Z. Liu
    • Journal Title

      Trans. of SICE vol. 42-7

      Pages: 765-774

    • NAID

      130004599856

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] On the capability of T-S model in describing nonlinear systems2006

    • Author(s)
      A. Kanehara and K. Z. Liu
    • Journal Title

      IEEJ Trans. EIS vol. 126-3

      Pages: 376-382

    • NAID

      10017276845

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A Simple Derivation of ARE Solutions to The Standard H∞ Control Problem Based on LMI Solution2006

    • Author(s)
      K. Z. Liu and R. He
    • Journal Title

      Systems & Control letters vol. 55-6

      Pages: 487-493

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] Development of automatic parking systems for 4-wheeled automobiles2006

    • Author(s)
      M. Q. Dao and K. Z. Liu
    • Journal Title

      Journ. of SICE vol. 45-7

      Pages: 589-594

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] A course in modern control theory2006

    • Author(s)
      K. Z. Liu and L. Shen
    • Journal Title

      Baifu-kan

      Pages: 251-251

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Journal Article] An exponentially ε-convergent control algorithm for chained systems and its application to automatic parking systems2006

    • Author(s)
      K.Z.Liu, M.Q.Dao, T.Inoue
    • Journal Title

      IEEE Transactions on Control Systems Technology 14・6

      Pages: 1113-1126

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A Simple Derivation of ARE Solutions to The Standard H∞ Control Problem Based on LMI Solution2006

    • Author(s)
      K.Z.Liu, R.He
    • Journal Title

      Systems and Control Letters 55・6

      Pages: 487-493

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 自動車の自動駐車技術の実用化に関する研究2006

    • Author(s)
      オダ ミンクァン, 井上拓也, 劉 康志
    • Journal Title

      計測自動制御学会論文集 42・7

      Pages: 765-774

    • NAID

      130004599856

    • Related Report
      2006 Annual Research Report
  • [Journal Article] T-Sモデルの非線形システム表現能力に関する研究2006

    • Author(s)
      金原 輝, 劉 康志
    • Journal Title

      電気学会論文誌C 126・3

      Pages: 376-382

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A new framework for adaptive contro: Adaptive robust control approach2005

    • Author(s)
      K. Z. Liu
    • Journal Title

      Advanced Robust and Adaptive Control Theory and Applications, Springer

      Pages: 149-162

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
    • Peer Reviewed
  • [Journal Article] A new framework for adaptive control: Adaptive robust control approach2005

    • Author(s)
      K. Z. Liu
    • Journal Title

      Advanced Robust and Adaptive Control Theory and Applications, Springer

      Pages: 149-162

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A new model predictive control approach to the DC-DC converters based on combinatory optimization2008

    • Author(s)
      A. Zaharin Ahmad and K.Z. Liu
    • Organizer
      SICE2008
    • Place of Presentation
      Tokyo
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Neo-robust control theory: how to make use of the phase information of uncertainty2008

    • Author(s)
      K.Z. Liu
    • Organizer
      2008 IFAC world conference
    • Place of Presentation
      Seoul
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Nonlinear output control for linear systems with input saturation2008

    • Author(s)
      D. Akasaka and K.Z. Liu
    • Organizer
      2008 IFAC world conference
    • Place of Presentation
      Seoul
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Optimal switching control for inverters: A dynamic combinatorial optimization approach2008

    • Author(s)
      K.Z. Liu and H.J. Guo
    • Organizer
      IEEE ICIT2008
    • Place of Presentation
      Chengdu
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Nonlinear feedback control for a class of on-off control systems: An approach based on analytic solution of -PDE' s2007

    • Author(s)
      D. Akasaka and K.Z. Liu
    • Organizer
      IEEE CDC' 2007
    • Place of Presentation
      New Orleans
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Sliding mode free analysis for linear systems with discontinuous on-off type actuators2007

    • Author(s)
      D. Akasaka and K.Z. Liu
    • Organizer
      IEEE CDC' 2007
    • Place of Presentation
      New Orleans
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Beyond the small-gain paradigm: How to make use of the phase information of uncertainty2007

    • Author(s)
      K.Z. Liu
    • Organizer
      SICE' 2007
    • Place of Presentation
      Takamatsu
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Beyond the small-gain paradigm: How to make use of the phase information of uncertainty2007

    • Author(s)
      K.Z. Liu
    • Organizer
      CCC' 2007
    • Place of Presentation
      Zhangjiajie
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] An experimental comparison of nonholonomic control methods: Automatic parking benchmark2007

    • Author(s)
      K.Z. Liu and M. Horii
    • Organizer
      ECC' 2007
    • Place of Presentation
      Kos
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Stabilization of a class of on-off control systems by nonlinear state feedback2007

    • Author(s)
      D. Akasaka and K.Z. Liu
    • Organizer
      ECC' 2007
    • Place of Presentation
      Kos
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Nonlinear feedback control for a class of on-off control systems: An approach based on analytic solution of PDE's2007

    • Author(s)
      D. Akasaka and K. Z. Liu
    • Organizer
      IEEE CDC' 2007
    • Place of Presentation
      New Orleans
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Beyond the small-gain paradigm:How to make use of the phase information of uncertainty [SICE'2007 International Award 受賞論文]2007

    • Author(s)
      K. Z. Liu.
    • Organizer
      SICE Annual Conference
    • Place of Presentation
      Takamatsu, Japan
    • Related Report
      2007 Annual Research Report
  • [Presentation] An experimental comparison of nonholonomic control methods:Automatic parking benchmark2007

    • Author(s)
      K. Z. Liu and M. Horii
    • Organizer
      European Control Conference
    • Place of Presentation
      Kos,Greek
    • Related Report
      2007 Annual Research Report
  • [Presentation] Nonlinear feedback control for a class of on-off control systems:An approach based on analytic solution of PDE's2007

    • Author(s)
      D.Akasaka and K.Z.Liu
    • Organizer
      IEEE Conference on Decision and Control
    • Place of Presentation
      New Orleans,US
    • Related Report
      2007 Annual Research Report
  • [Presentation] Sliding mode free analysis for linear systems with discontinuous on-off type actuators2007

    • Author(s)
      D. Akasaka and K. Z. Liu
    • Organizer
      IEEE Conference on Decision and Control
    • Place of Presentation
      New Orleans, US
    • Related Report
      2007 Annual Research Report
  • [Presentation] Stabilization of a class of on-off control systems by nonlinear state feedback2007

    • Author(s)
      D. Akasaka and K. Z. Liu
    • Organizer
      European Conttol Conference
    • Place of Presentation
      Kos,Greek
    • Related Report
      2007 Annual Research Report
  • [Presentation] Beyond the small-gain paradigm:How to make use of the phase information of uncertalnty2007

    • Author(s)
      K.Z. Liu
    • Organizer
      China Control Conference
    • Place of Presentation
      Zhangjiajie, China
    • Related Report
      2007 Annual Research Report
  • [Presentation] Stability Analysis of A Class of On-Off Feedback Systems in Filippov Framework2006

    • Author(s)
      D. Akasaka and K.Z. Liu
    • Organizer
      CDC' 2006
    • Place of Presentation
      San Diego
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Development of A Practical Automatic Parking Technology for Automobiles2006

    • Author(s)
      M.Q. Dao and K.Z. Liu
    • Organizer
      CDC' 2006
    • Place of Presentation
      San Diego
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A Gain-Scheduled Approach To The Transient Stabilization Of Power Systems2006

    • Author(s)
      R. He, K.Z. Liu, S. Mei and X. Gui
    • Organizer
      SICE-ICCAS2006
    • Place of Presentation
      Pusan
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Development of a practical automatic parking technology for automobiles2006

    • Author(s)
      M.Q. Dao and K.Z. Liu
    • Organizer
      25th CCC
    • Place of Presentation
      Harbin
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A gain-scheduled state feedback control method for the transient stability control of a single-machine infinite-bus power system2006

    • Author(s)
      R. He, K.Z. Liu, S. Mei and X. Gui
    • Organizer
      25th CCC
    • Place of Presentation
      Harbin
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] Synthesis and stability analysis of a class of on-off feedback systems2006

    • Author(s)
      D. Akasaka and Kang-Zhi Liu
    • Organizer
      6th WCICA
    • Place of Presentation
      Dalian
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Presentation] A new framework for adaptive control of linear systems: An adaptive robust control approach2005

    • Author(s)
      Kang-Zhi Liu
    • Organizer
      CDC-ECC' 2005
    • Place of Presentation
      Seville
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Book] 現代制御理論通論2006

    • Author(s)
      劉 康志, 申 鉄龍
    • Total Pages
      251
    • Publisher
      培風館
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2007 Final Research Report Summary
  • [Book] 現代制御論理通論2006

    • Author(s)
      劉 康志, 申 鉄龍
    • Total Pages
      251
    • Publisher
      培風館
    • Related Report
      2006 Annual Research Report

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Published: 2006-04-01   Modified: 2016-04-21  

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