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Establishment of stochastic model predictive control method and its application to random quantizers

Research Project

Project/Area Number 15K06139
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Control engineering/System engineering
Research InstitutionOsaka Institute of Technology

Principal Investigator

Hashimoto Tomoaki  大阪工業大学, 工学部, 講師 (90515115)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2017: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2016: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords制御工学 / システム工学
Outline of Final Research Achievements

In the research field of system control engineering, a design method of control systems with taking uncertain disturbances into account is considered as one of the important research subjects. In this study, a basic theory and computational algorithm have been established for probabilistic constrained optimal control problem of uncertain systems with stochastic disturbances. Furthermore, the proposed method has been applied to the design problem of control systems with random quantizers. The effectiveness of the proposed method was verified by numerical simulations.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (16 results)

All 2017 2016 2015 Other

All Journal Article (8 results) (of which Peer Reviewed: 8 results,  Open Access: 8 results,  Acknowledgement Compliant: 6 results) Presentation (7 results) (of which Int'l Joint Research: 6 results) Remarks (1 results)

  • [Journal Article] Numerical Simulations on Feasibility of Stochastic Model Predictive Control for Linear Discrete-time Systems with Random Dither Quantization2017

    • Author(s)
      Taiki BABA, Tomoaki HASHIMOTO
    • Journal Title

      International Journal of Mathematical, Computational, Physical, Electrical and Computer Engineering

      Volume: 11 Pages: 959-963

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Attitude Stabilization of Satellites using Random Dither Quantization2017

    • Author(s)
      Kazuma OKADA, Tomoaki HASHIMOTO, Hirokazu TAHARA
    • Journal Title

      International Journal of Mathematical, Computational, Physical, Electrical and Computer Engineering

      Volume: 11 Pages: 883-887

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Stochastic Model Predictive Control for Linear Discrete-time Systems with Random Dither Quantization2017

    • Author(s)
      Tomoaki HASHIMOTO
    • Journal Title

      International Journal of Mathematical, Computational, Physical, Electrical and Computer Engineering

      Volume: 11 Pages: 130-134

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Stability of Stochastic Model Predictive Control for Schrodinger Equation with Finite Approximation2017

    • Author(s)
      Tomoaki HASHIMOTO
    • Journal Title

      International Journal of Mathematical, Computational, Physical, Electrical and Computer Engineering

      Volume: 11 Pages: 12-17

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Solutions to Probabilistic Constrained Optimal Control Problems Using Concentration Inequalities2016

    • Author(s)
      Tomoaki HASHIMOTO
    • Journal Title

      International Journal of Mathematical, Computational, Physical, Electrical and Computer Engineering

      Volume: 10 Pages: 441-446

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A Method for Solving Optimal Control Problems subject to Probabilistic Affine State Constraints for Linear Discrete-time Uncertain Systems2015

    • Author(s)
      Tomoaki HASHIMOTO
    • Journal Title

      International Journal of Mechanical and Production Engineering

      Volume: 3 Pages: 6-10

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Conservativeness of Probabilistic Constrained Optimal Control Method for Unknown Probability Distribution2015

    • Author(s)
      Tomoaki HASHIMOTO
    • Journal Title

      International Journal of Mathematical, Computational, Physical, Electrical and Computer Engineering

      Volume: 9 Pages: 11-15

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Computational Simulations on Stability of Model Predictive Control for Linear Discrete-time Stochastic Systems2015

    • Author(s)
      Tomoaki HASHIMOTO
    • Journal Title

      International Journal of Computer, Electrical, Automation, Control and Information Engineering

      Volume: 9 Pages: 1385-1390

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Presentation] Numerical Simulations on Feasibility of Stochastic Model Predictive Control for Linear Discrete-time Systems with Random Dither Quantization2017

    • Author(s)
      Taiki BABA, Tomoaki HASHIMOTO
    • Organizer
      The 19th International Conference on Model Predictive Control
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Attitude Stabilization of Satellites using Random Dither Quantization2017

    • Author(s)
      Kazuma OKADA, Tomoaki HASHIMOTO, Hirokazu TAHARA
    • Organizer
      The 19th International Conference on Control Systems Design and Applications
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ランダムディザ量子化器を有する線形離散時間システムに対する機会制約付き最適制御2017

    • Author(s)
      岡田和真, 橋本智昭
    • Organizer
      第61回システム制御情報学会研究発表講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Stochastic Model Predictive Control for Linear Discrete-time Systems with Random Dither Quantization2017

    • Author(s)
      Tomoaki HASHIMOTO
    • Organizer
      The 19th International Conference on Control, Information and Systems Engineering
    • Place of Presentation
      Pacific Regency Hotel Suites, Kuala Lumpur, Malaysia
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Stability of Stochastic Model Predictive Control for Schrodinger Equation with Finite Approximation2017

    • Author(s)
      Tomoaki HASHIMOTO
    • Organizer
      The 19th International Conference on Control, Signals and Systems
    • Place of Presentation
      Holiday Inn Singapore Atrium, Singapore
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Solutions to Probabilistic Constrained Optimal Control Problems Using Concentration Inequalities2016

    • Author(s)
      Tomoaki HASHIMOTO
    • Organizer
      The 18th International Conference on Computics and Mathematics
    • Place of Presentation
      Crown Park Hotel, Seoul, Korea
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] A Method for Solving Optimal Control Problems subject to Probabilistic Affine State Constraints for Linear Discrete-time Uncertain Systems2015

    • Author(s)
      Tomoaki HASHIMOTO
    • Organizer
      Proceedings of the 41st IIER International Conference
    • Place of Presentation
      New York
    • Year and Date
      2015-10-23
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Remarks] 研究室ホームページ

    • URL

      http://www.sys-lab.org/

    • Related Report
      2017 Annual Research Report 2016 Research-status Report

URL: 

Published: 2015-04-16   Modified: 2019-03-29  

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