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Realization of fast three-dimensional optimization of electric apparatus using model order reduction

Research Project

Project/Area Number 25630101
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Power engineering/Power conversion/Electric machinery
Research InstitutionHokkaido University

Principal Investigator

Igarashi Hajime  北海道大学, 情報科学研究科, 教授 (90212737)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2015: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywordsモデル縮約法 / 最適設計 / 有限要素法 / 遺伝的アルゴリズム / モデルオーダリダクション / 等価回路 / 設計最適化 / 形状最適化 / 電気機器
Outline of Final Research Achievements

In this study, I have developed a finite element method (FEM) based on the model order reduction (MOR) to realize fast three-dimensional optimization.  I have shown that transient quasi-static electromagnetic fields can be fast analyzed using the proper orthogonal decomposition (POD) which is one of the MOR methods. I have shown that POD-based FE analysis is useful and effective for shape optimization of antennas. Moreover, I have proposed the sub-domain MOR in which the domain is automatically subdivided into strongly saturated and other regions to latte of which MOR is applied, and block MOR in which the angle-domain for rotating machine analysis is subdivided into small ones in each of which the basis vectors for MOR are constructed. I have also shown that using the MOR technique, the equivalent circuits can directly be synthesized from FE models of electric apparatus.

Report

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

    (30 results)

All 2016 2015 2014 2013 Other

All Int'l Joint Research (1 results) Journal Article (14 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 14 results,  Open Access: 6 results,  Acknowledgement Compliant: 4 results) Presentation (14 results) (of which Int'l Joint Research: 2 results,  Invited: 4 results) Remarks (1 results)

  • [Int'l Joint Research] University of Wuppertal(ドイツ)

    • Related Report
      2015 Annual Research Report
  • [Journal Article] Adaptive Subdomain Model Order Reduction with Discrete Empirical Interpolation Method for Nonlinear Magneto-Quasi-Static Problems2016

    • Author(s)
      Yuki Sato, Markus Clemens, Hajime Igarashi
    • Journal Title

      IEEE Transaction on Magnetics

      Volume: 52 Issue: 3 Pages: 1-4

    • DOI

      10.1109/tmag.2015.2489264

    • NAID

      120005753723

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Generation of Equivalent Circuit from Finite-Element Model Using Model Order Reduction2016

    • Author(s)
      Yuki Sato, Hajime Igarashi
    • Journal Title

      IEEE Transaction on Magnetics

      Volume: 52 Issue: 3 Pages: 1-4

    • DOI

      10.1109/tmag.2015.2476370

    • NAID

      120005753714

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Equivalent-Circuit Generation from Finite-Element Solution Using Proper Orthogonal Decomposition2016

    • Author(s)
      Toshihito Shimotani, Yuki Sato, Hajime Igarashi
    • Journal Title

      IEEE Transaction on Magnetics

      Volume: 52 Issue: 3 Pages: 1-4

    • DOI

      10.1109/tmag.2015.2482540

    • NAID

      120005753709

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Fast Finite-Element Analysis of Motors Using Block Model Order Reduction2016

    • Author(s)
      Toshihito Shimotani, Yuki Sato, Takahiro Sato, Hajime Igarashi
    • Journal Title

      IEEE Transaction on Magnetics

      Volume: 52 Issue: 3 Pages: 2016-2016

    • DOI

      10.1109/tmag.2015.2482542

    • NAID

      120005753711

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Equivalent Circuit of Antennas Generated by Model Order Reduction2016

    • Author(s)
      Yuki Sato, Hajime Igarashi
    • Journal Title

      International Journal of Applied Electromagnetics and Mechanics

      Volume: 53

    • NAID

      120005981410

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Shape Optimization of Rotor in Interior Permanent Magnet Motor Based on Topology OptimizationMethod Using Normalized Gaussian Network2015

    • Author(s)
      佐藤孝洋,五十嵐一,高橋慎矢,内山翔, 松尾圭祐,松橋大器
    • Journal Title

      IEEJ Transactions on Industry Applications

      Volume: 135 Issue: 3 Pages: 291-298

    • DOI

      10.1541/ieejias.135.291

    • NAID

      130004876902

    • ISSN
      0913-6339, 1348-8163
    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Multi-Objective Shape Optimization of IPM-Motors Using On-Off Method Coupled With Level-Set Method2014

    • Author(s)
      日高勇気,五十嵐一
    • Journal Title

      Transaction of the Japan Society for Simulation Technology

      Volume: 6 Issue: 3 Pages: 37-42

    • DOI

      10.11308/tjsst.6.37

    • NAID

      130004688235

    • ISSN
      1883-5031, 1883-5058
    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Topology Optimization Method Based on On–Off Method and Level Set Approach2014

    • Author(s)
      Y. Hidaka, T. Sato, H. Igarashi
    • Journal Title

      IEEE Transactions on Magnetics

      Volume: 50 Issue: 2 Pages: 617-620

    • DOI

      10.1109/tmag.2013.2285379

    • NAID

      120005455880

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] A modified immune algorithm with spatial filtering for multiobjective topology optimisation of electromagnetic devices2014

    • Author(s)
      Takahiro Sato, Kota Watanabe, Hajime Igarashi
    • Journal Title

      The International Journal for Computation and Mathematics in Electrical and Electronic Engineering

      Volume: 33 Issue: 3 Pages: 821-833

    • DOI

      10.1108/compel-09-2012-0174

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] Stochastic topology optimization based on level-set method2014

    • Author(s)
      Yuki Hidaka, Takahiro Sato, Kota Watanabe, Hajime Igarashi
    • Journal Title

      The International Journal for Computation and Mathematics in Electrical and Electronic Engineering

      Volume: 33 Issue: 6 Pages: 1904-1919

    • DOI

      10.1108/compel-11-2013-0375

    • Related Report
      2014 Research-status Report
    • Peer Reviewed
  • [Journal Article] 電磁場系の最適設計技術2014

    • Author(s)
      五十嵐一
    • Journal Title

      日本AEM学会誌

      Volume: 22 Pages: 19-26

    • NAID

      130004728462

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 3-D Optimization of Ferrite Inductor Considering Hysteresis Loss2013

    • Author(s)
      T. Sato, K. Watanabe, H. Igarashi, T. Matsuo, T. Mifune, K. Kawano, M. Suzuki, Y. Uehara, A. Furuya
    • Journal Title

      IEEE Transactions on Magnetics

      Volume: 49 Issue: 5 Pages: 2129-2132

    • DOI

      10.1109/tmag.2013.2241413

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Model Reduction of Three-Dimensional Eddy Current Problems Based on the Method of Snapshots2013

    • Author(s)
      Y. Sato, H. Igarashi
    • Journal Title

      IEEE Transactions on Magnetics

      Volume: 49 Issue: 5 Pages: 1697-1700

    • DOI

      10.1109/tmag.2013.2241412

    • NAID

      120005316979

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] 部分領域モデル縮約法を用いた電磁界解析について2013

    • Author(s)
      佐藤佑樹,五十嵐一
    • Journal Title

      計算数理工学論文集

      Volume: 13 Pages: 109-114

    • NAID

      40019913967

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] IPMモータのトポロジー最適化とその実験的検証2015

    • Author(s)
      五十嵐一
    • Organizer
      電気学会第25回電磁界解析に関するセミナー
    • Place of Presentation
      同志社大学東京オフィス(東京都)
    • Year and Date
      2015-12-15
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] 進化計算を用いた最適化デザイン2015

    • Author(s)
      五十嵐一
    • Organizer
      電子情報通信学会信越支部講演会
    • Place of Presentation
      新潟工科大学 (柏崎市)
    • Year and Date
      2015-10-15
    • Related Report
      2015 Annual Research Report
    • Invited
  • [Presentation] Fast Eddy Current Analysis Using Model Order Reduction and Time-Periodic Explicit Error Correction2015

    • Author(s)
      Yuki Sato, Hajime Igarashi
    • Organizer
      17th International Symposium on Electromagentic Fields (ISEF2015)
    • Place of Presentation
      Technical University of Valencia
    • Year and Date
      2015-09-10
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Direct Generation of Equivalent Circuits from Reduced FE Models Using Proper Orthogonal Decomposition2015

    • Author(s)
      Toshihito Shimotani, Yuki Sato, Hajime Igarashi
    • Organizer
      17th International Symposium on Electromagentic Fields (ISEF2015)
    • Place of Presentation
      Technical University of Valencia
    • Year and Date
      2015-09-10
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 損失を考慮したシンクロナスリラクタンスモータのトポロジー最適化2014

    • Author(s)
      佐藤俊平,佐藤孝洋,古井真太郎,五十嵐一
    • Organizer
      第23回MAGDAコンファレンスin高松
    • Place of Presentation
      サンポート高松 (香川県高松市)
    • Year and Date
      2014-12-04 – 2014-12-05
    • Related Report
      2014 Research-status Report
  • [Presentation] 固有直交分解を用いたモデル縮約法による電磁機器の有限要素解析2014

    • Author(s)
      下谷俊人、佐藤佑樹、五十嵐一
    • Organizer
      第27回計算力学講演会
    • Place of Presentation
      岩手大学 (岩手県盛岡市)
    • Year and Date
      2014-11-22 – 2014-11-24
    • Related Report
      2014 Research-status Report
  • [Presentation] Development of Fast Magnetic Flux Line Allocation Algorithm for Magnetic Flux Visualization2014

    • Author(s)
      Takuto Naoe, So Noguchi, and Hajime Igarashi
    • Organizer
      The 14th Asia Simulation Conference & The 33rd JSST Annual Conference
    • Place of Presentation
      国際会議場 (福岡県北九州市)
    • Year and Date
      2014-10-26 – 2014-10-31
    • Related Report
      2014 Research-status Report
  • [Presentation] モデル縮約法を用いた等価回路生成2014

    • Author(s)
      下谷俊人、佐藤佑樹、五十嵐一
    • Organizer
      電気学会静止器回転機合同研究会
    • Place of Presentation
      宇都宮大学 (栃木県宇都宮市)
    • Year and Date
      2014-09-25 – 2014-09-26
    • Related Report
      2014 Research-status Report
  • [Presentation] 渦電流を考慮した圧粉磁芯のマクロ磁気特性2014

    • Author(s)
      五十嵐一、伊藤泰久、佐藤孝洋、河野健二、鈴木理明
    • Organizer
      電気学会静止器回転機合同研究会
    • Place of Presentation
      宇都宮大学 (栃木県宇都宮市)
    • Year and Date
      2014-09-25 – 2014-09-26
    • Related Report
      2014 Research-status Report
  • [Presentation] 渦電流損を考慮した磁性複合材料のマクロ磁気特性2014

    • Author(s)
      五十嵐一
    • Organizer
      日本ボンド磁性材料協会 第86回技術例会
    • Place of Presentation
      ホテルラングウッド (東京都荒川区)
    • Year and Date
      2014-09-18
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] Stochastic Topology Optimization Based on Level-Set Method

    • Author(s)
      Yuki Hidaka, Takahiro Sato, Kota Watanabe, Hajime Igarashi
    • Organizer
      ISTET2013
    • Place of Presentation
      Secese of the Pilsner Urquell Brewery (Czech)
    • Related Report
      2013 Research-status Report
  • [Presentation] 電磁界解析による設計最適化技術

    • Author(s)
      五十嵐一
    • Organizer
      電気学会C部門大会
    • Place of Presentation
      北見市(北見工業大学)
    • Related Report
      2013 Research-status Report
    • Invited
  • [Presentation] モデル縮約法を用いた電磁機器形状最適化の高速化

    • Author(s)
      佐藤佑樹, 五十嵐一
    • Organizer
      電気学会静止器回転機合同研究会
    • Place of Presentation
      秋田市にぎわい交流館AU(秋田市)
    • Related Report
      2013 Research-status Report
  • [Presentation] 電磁機器の多目的トポロジー最適化

    • Author(s)
      日高勇気,五十嵐一
    • Organizer
      計算力学研究会
    • Place of Presentation
      佐賀市(佐賀大学)
    • Related Report
      2013 Research-status Report
  • [Remarks] 研究紹介 電磁機器の解析と最適化

    • URL

      http://hbd.ist.hokudai.ac.jp/research.html

    • Related Report
      2014 Research-status Report

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Published: 2014-07-25   Modified: 2022-02-01  

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