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MODEL REDUCTION BASED ON THE GRAPH TOPOLOGY

Research Project

Project/Area Number 03650350
Research Category

Grant-in-Aid for General Scientific Research (C)

Allocation TypeSingle-year Grants
Research Field 計測・制御工学
Research InstitutionOsaka University

Principal Investigator

MAEDA Hajime  Osaka University, Department of Electronic Engineering, Associate Professor, 工学部, 助教授 (60029535)

Project Period (FY) 1991 – 1992
Project Status Completed (Fiscal Year 1992)
Budget Amount *help
¥1,800,000 (Direct Cost: ¥1,800,000)
Fiscal Year 1992: ¥500,000 (Direct Cost: ¥500,000)
Fiscal Year 1991: ¥1,300,000 (Direct Cost: ¥1,300,000)
KeywordsGraph topology / Model reduction / Time-delays / Wavelet transform / モデル低次文化 / ギャップ距離 / H無限大制御
Research Abstract

1. The continuous relation between models and system performances is discussed. It is shown that system performances depend continuously on the models if the proximity of the plants transfer functions are measured in the graph topology. This result enhances the importance of the graph topology in approximating the plant models.
2. It is recognized that the H2-optimal solution is easy to calculate comparing to H* solution. To highlight the superiority of H* solution, the difference of the optimal solutions of H2, and H* control problems is investigated. It is shown that the H* solution approaches H2-solution for all frequencies in the pass band of the waiting function if the cut off characteristics become steep and tend to the ideal ones. This theoretical result says that H2 solution can be used instead of H* solution in some cases.
3. It is shown that the stable rational function may be approximated within any prescribed error by a rational function, the poles of which are arbitrarily given in advance. From this result, it is possible to design an H* optimal feedback system whose poles are constrained to locate in a specified stability domain. This result has been published as a full paper.
4. Rational approximation of time delays is important from a practical view point. A relationship of error bound and the degree of padeapproximation is derived. This is useful for estimating dimensions of the approximants.
5. Model reduction is difficult in the case where the system is stiff, i. e., it contains fast modes and slow modes at the same time. For such situations the time-frequency analysis is relevant to derive a new methodology for the approximation problem. From this motivation, we have treated the approximation problem by using wavelet transforms. This approach will yield fruitful research areas in future.

Report

(3 results)
  • 1992 Annual Research Report   Final Research Report Summary
  • 1991 Annual Research Report
  • Research Products

    (8 results)

All Other

All Publications (8 results)

  • [Publications] 前田 肇: "グラフ位相とロバスト制御" システム/制御/情報. 35. 278-286 (1991)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 平井 宏昌: "重みつきH∞,H_2-最適解の差" 計測自動制御学会論文集. 28. 1138-1140 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 前田 肇: "安定領域を指定したH∞制御" 計測自動制御学会論文集. 28. 1194-1200 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] MAEDA, Hajime: "Graph Topology in Robust Control Theory" Syst., Cont. and Information. 35-5. 278-286 (1991)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] HIRAI, Hiroyoshi, MAEDA, Hajime and KODAMA, Shinzo: "Difference between the Weighted H*, H2-Optimal Solutions" Trans. SICE. 28-9. 1138-1140 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] MAEDA, Hajime, KODAMA Shinzo, and Zheng Zai Man: "H* Control with Prescribed Stability Domain" Trans. SICE. 28-10. 1194-1200 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 平井 宏昌: "重み付H_∞,H_2-最適解の差" 計測自動制御学会論文誌. 28. 1138-1140 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] 前田 肇: "安定領域を指定したH_∞制御" 計測自動制御学会論文誌. 28. 1194-1200 (1992)

    • Related Report
      1992 Annual Research Report

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Published: 1991-04-01   Modified: 2016-04-21  

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