• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Development of Hybrid Particle/Grid-Based Icing Simulation Code Applicable to Jet Engine

Research Project

Project/Area Number 16H03918
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Computational science
Research InstitutionTokyo University of Science

Principal Investigator

Yamamoto Makoto  東京理科大学, 工学部機械工学科, 教授 (20230584)

Co-Investigator(Kenkyū-buntansha) 福島 直哉  東海大学, 工学部, 特任講師 (80585240)
守 裕也  電気通信大学, 大学院情報理工学研究科, 准教授 (80706383)
Project Period (FY) 2016-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥15,600,000 (Direct Cost: ¥12,000,000、Indirect Cost: ¥3,600,000)
Fiscal Year 2018: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2017: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2016: ¥7,410,000 (Direct Cost: ¥5,700,000、Indirect Cost: ¥1,710,000)
Keywords計算力学 / マルチフィジックス / 着氷シミュレーション / ハイブリッド法 / ジェットエンジン
Outline of Final Research Achievements

Icing is a phenomenon that supercooled droplets in the air impact and accrete on a wall. It is observed on an aircraft and in a jet engine. When icing occurs in a jet engine, it leads to harmful affects like the critical degradation of aerodynamic perfomance. Although the researches have been conducted in the world, the universal icing model and simulation techniques have not been established. Therefore, they are strongly needed in the industries. In the present research, a particle/grid-based hybrid icing simulation code was newly developed. First, based on the MPS method, the universal icing model was developed and successfully verified for rime and glaze ice conditions. Second, this model was implimented in our grid-based icing simulation code, and the superiority of the code was confirmed through verifications. Finally, the developed code was applied to compressor blades in a jet engine, and it was confirmed that the code can reasonably reproduce the icing phenomenon.

Academic Significance and Societal Importance of the Research Achievements

粒子/格子法ハイブリッド着氷予測手法を開発したことは,本研究が世界初である.本研究により着氷をより妥当に再現できるモデル及びシミュレーション手法が確立され,ジェットエンジンの着氷発生および着氷による空力性能低下のメカニズムが明らかとなった点は,高い工学的な価値を有する.また,本着氷予測コードを用いることにより,ジェットエンジンの信頼性向上・安全運転に多大な貢献が期待できる.さらに,風力タービン,自動車,鉄道,送電線などにおける着氷にも本研究成果を適用することが可能であり,各種機械の性能維持や事故防止に大いに貢献できるとともに,将来的には,エネルギー・環境問題に寄与するものと期待される.

Report

(4 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • Research Products

    (52 results)

All 2019 2018 2017 2016 Other

All Journal Article (8 results) (of which Peer Reviewed: 8 results,  Open Access: 2 results) Presentation (39 results) (of which Int'l Joint Research: 23 results,  Invited: 5 results) Book (2 results) Remarks (3 results)

  • [Journal Article] Development of Numerical Simulation on Soot Deposition Phenomenon on EGR Coolers by Euler-Lagrange Coupling2018

    • Author(s)
      原 潤一郎, 岩崎 充, 松平 範光, 三宅 啓史, 山本 誠, 福島 直哉, 守 裕也
    • Journal Title

      Transactions of Society of Automotive Engineers of Japan

      Volume: 49 Issue: 5 Pages: 1032-1037

    • DOI

      10.11351/jsaeronbun.49.1032

    • NAID

      130007486184

    • ISSN
      0287-8321, 1883-0811
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Numerical Simulation of Solidification Phenomena of Single Molten Droplet on Flat Plate Using E-MPS Method2018

    • Author(s)
      S.Kondo, H.Mamori, N.Fukushima, K.Fukudome and M.Yamamoto
    • Journal Title

      Journal of Fluid Science and Technology

      Volume: 13 Pages: 1-8

    • NAID

      130007496668

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Temperature Measurement of Super-Cooled Droplet in Icing Phenomenon by Means of Dual-Luminescent Imaging2017

    • Author(s)
      M.Tanaka, K.Morita, H.Mamori, N.Fukushima and M.Yamamoto
    • Journal Title

      Journal of Thermal Science

      Volume: 26 Issue: 4 Pages: 316-320

    • DOI

      10.1007/s11630-017-0944-5

    • Related Report
      2017 Annual Research Report 2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Numerical Investigation on Sand Erosion Phenomenon of Coated and Uncoated Vanes in Low Pressure Gas Turbine2017

    • Author(s)
      Y.Fuma, H.Mamori, N.Fukushima, M.Yamamoto and Y.Okita
    • Journal Title

      International Journal of Computational Methods and Experimental Measurements

      Volume: 5 Issue: 2 Pages: 282-290

    • DOI

      10.2495/cmem-v6-n2-282-290

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Near-hydrophobic-surface flow measurement by micro-3D PTV for evaluation of drag reduction2017

    • Author(s)
      Y. Ichikawa, K. Yamamoto, M. Yamamoto, M. Motosuke
    • Journal Title

      Physics of Fluids

      Volume: 29 Issue: 9 Pages: 092005-092005

    • DOI

      10.1063/1.5001345

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Wake Deflection in Long Distance from a Yawed Wind Turbine2017

    • Author(s)
      Y.Uemura, H.Oe, Y.Tanabe, M.Yamamoto, H.Mamori
    • Journal Title

      Journal of Energy Resources Technology

      Volume: 139 Issue: 5

    • DOI

      10.1115/1.4036541

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Photochemical migration of liquid column in a glass tube2017

    • Author(s)
      Masakazu Muto, Yuya Ayako, Ken Yamamoto, Makoto Yamamoto, Yukishige Kondo, Masahiro Motosuke
    • Journal Title

      European Physical Journal-Special Topics

      Volume: 226 Issue: 6 Pages: 1199-1205

    • DOI

      10.1140/epjst/e2016-60217-y

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Development and Elaboration of Numerical Method for Simulating Gas-Liquid-Solid Three-Phase Flows Based on Particle Method2016

    • Author(s)
      R.Takahashi, H.Mamori and M.Yamamoto
    • Journal Title

      International Journal of Computational Fluid Dynamics

      Volume: 30 Issue: 2 Pages: 120-128

    • DOI

      10.1080/10618562.2016.1164850

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Presentation] 航空機エンジンのファン動翼におけるスイープとその防氷効果に関する数値的研究2019

    • Author(s)
      八木智哉、福留功二、山本誠、水野拓哉、賀澤順一、鈴木正也
    • Organizer
      第34回生研TSFDシンポジウム
    • Related Report
      2018 Annual Research Report
  • [Presentation] Multi-Physics CFD Simulation with a Hybrid Grid- and Particle-Based Method2018

    • Author(s)
      M.Yamamoto
    • Organizer
      Advances in Computational Flow-Structure Interaction and Flow Simulation (AFSI2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Shear Layer Profiles of a Transitional Supersonic Jet with High Spatial Resolution Obtained by Single-Pixel PIV2018

    • Author(s)
      Y.Ozawa, T.Nonomura, A.Oyama, H.Mamori, N.Fukushima and M.Yamamoto
    • Organizer
      50th Fluid Dynamics Conference, Japan Society for Aeronautical and Space Sciences
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Numerical Investigation for Effect of Heating Area on Ice Accretion in NACA0012 Airfoil2018

    • Author(s)
      S.Uranai, H.Mamori, N.Fukushima and M.Yamamoto
    • Organizer
      Turbulence, Heat and Mass Transfer 9
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Influence of Control Parameters of Traveling Wave Blowing and Suction in Turbulent Taylor-Couette Flow2018

    • Author(s)
      H.Mamori, K.Ogino, N.Fukushima, K.Fukudome and M.Yamamoto
    • Organizer
      Turbulence, Heat and Mass Transfer 9
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Advanced Multi-Physics CFD Simulations for Engineering Problems2018

    • Author(s)
      M.Yamamoto
    • Organizer
      13th World Congress on Computational Mechanics (WCCM XIII)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Icing Simulation of NACA0012 Airfoil with Local Surface Heating2018

    • Author(s)
      S.Uranai, H.Mamori, N.Fukushima, K.Morita and M.Yamamoto
    • Organizer
      13th World Congress on Computational Mechanics (WCCM XIII)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Sand Erosion Behavior of CMC and Ni-based Superalloy in Turbine Stator2018

    • Author(s)
      M.Ueno, H.Mamori, M.Yamamoto and M.Suzuki
    • Organizer
      Asian Congress on Gas Turbines 2018 (ACGT2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Feasibility Study of Anti-Icing Method for Fan Rotor Blade using UPACS2018

    • Author(s)
      T.Wada, H.Mamori, K.Fukudome, M.Yamamoto, T.Mizuno, J.Kazawa and M.Suzuki
    • Organizer
      Asian Congress on Gas Turbines 2018 (ACGT2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Relaminarization of Turbulent Channel Flow under Stable Density Stratification2018

    • Author(s)
      K.Fukudome, T.Tsukahara, Y.Ogami and M.Yamamoto
    • Organizer
      12th Asian Computational Fluid Dynamics Conference (ACFD2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Computational Study of Wing Tip Effect for DBD Plasama Actuatorー;From LES for the Separation over Three-Dimensional Wingー2018

    • Author(s)
      T.Abe, K.Asada, S.Sekimoto, K.Fukudome, H.Mamori, T.Tatsukawa, K.Fujii and M.Yamamoto
    • Organizer
      12th Asian Computational Fluid Dynamics Conference (ACFD2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Icing Simulation of NACA0012 Airfoil with Hybrid Grid- and Particle-Based Method2018

    • Author(s)
      D.Toba, H.Mamori, K.Fukudome and M.Yamamoto
    • Organizer
      12th Asian Computational Fluid Dynamics Conference (ACFD2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effect of Icing Conditions on Anti-Icing Method for Fan Rotor Blade2018

    • Author(s)
      T.Wada, K.Fukudome, H.Mamori, M.Yamamoto, M.Suzuki, J.Kazawa and T.Mizuno
    • Organizer
      29th International Symposium on Transport Phenomena (ISTP29)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] SLD Icing Simulation of Axial Fan on Droplet Temperature Dependency2018

    • Author(s)
      T.Takahashi, H.Mamori, K.Fukudome and M.Yamamoto
    • Organizer
      29th International Symposium on Transport Phenomena (ISTP29)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Numerical Simulations of Sand Erosion on Coated CMC Vanes and Flow Passage in Low Pressure Turbine2018

    • Author(s)
      Y.Fuma, H.Mamori, M.Yamamoto, N.Fukushima, K.Fukudome and Y.Okita
    • Organizer
      29th International Symposium on Transport Phenomena (ISTP29)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Fundamental Investigation to Predict Ice Crystal Icing in Jet Engine2018

    • Author(s)
      M.Iwago, K.Fukudome, H.Mamori, N.Fukushima and M.Yamamoto
    • Organizer
      7th Asian Joint Workshhop on Thermophysics and Fluid Science (AJWTF7)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 液滴温度に対するSLD特有現象の着氷シミュレーション2018

    • Author(s)
      高橋冬麿、守裕也、福留功二、山本誠
    • Organizer
      日本流体力学会年会2018
    • Related Report
      2018 Annual Research Report
  • [Presentation] UPACSを用いたタービン静翼における延性・脆性材料のサンドエロージョン挙動の数値解析2018

    • Author(s)
      上野学、守裕也、福留功二、山本誠、鈴木正也
    • Organizer
      日本流体力学会年会2018
    • Related Report
      2018 Annual Research Report
  • [Presentation] 航空機における防氷ファン動翼に対する大気中水分含有量の影響2018

    • Author(s)
      和田拓也、守裕也、福留功二、山本誠、水野拓哉、賀澤順一、鈴木正也
    • Organizer
      第46回日本ガスタービン学会定期講演会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 表面加熱をしたNACA0012翼の防氷性能に関する数値的調査2018

    • Author(s)
      浦内捷、福留功二、守裕也、福島直哉、山本誠
    • Organizer
      第32回数値流体力学シンポジウム
    • Related Report
      2018 Annual Research Report
  • [Presentation] MPS法を用いたマルチフィジックスCFDシミュレーション―着氷、デポジション、津波抑制―2018

    • Author(s)
      守裕也、山本誠、福留功二、福島直哉
    • Organizer
      Prometech Simulation Conference 2018
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] Icing Simulation of Super Cooled Water Droplet Impinging on the NACA0012 Airfoil by Means of E-MPS Method2018

    • Author(s)
      D.Toba
    • Organizer
      3rd Thermal and Fluids Engineering Conference (TFEC2018)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] UPACSを用いたファン動翼防氷技術のフィージビリティ調査2018

    • Author(s)
      和田拓也
    • Organizer
      日本機械学会関東学生会第57回学生員卒業研究発表会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 軸流ファンのSLD着氷シミュレーションにおける液滴温度の効果2018

    • Author(s)
      高橋冬磨
    • Organizer
      日本機械学会関東学生会第57回学生員卒業研究発表会
    • Related Report
      2017 Annual Research Report
  • [Presentation] ジェットエンジン内での氷晶の融解過程に関する数値シミュレーション2017

    • Author(s)
      岩合
    • Organizer
      日本機械学会関東支部第23期総会・講演会
    • Place of Presentation
      東京理科大学(東京)
    • Year and Date
      2017-03-17
    • Related Report
      2016 Annual Research Report
  • [Presentation] 熱伝達を考慮した過冷却液滴の平板着氷の数値計算2017

    • Author(s)
      鳥羽
    • Organizer
      日本機械学会関東支部第23期総会・講演会
    • Place of Presentation
      東京理科大学(東京)
    • Year and Date
      2017-03-16
    • Related Report
      2016 Annual Research Report
  • [Presentation] Numerical Simulations of Icing Phenomena in Jet Engine2017

    • Author(s)
      M.Yamamoto
    • Organizer
      2017 Engineering Mechanics Institute Conference (EMI2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Effect of Initial Melting Ratio on Ice Crystal Icing Simulation of 2D Compressor Stator Blade2017

    • Author(s)
      M.Iwago
    • Organizer
      9st JSME-KSME Thermal and Fluids Engineering Conference (TFEC9)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effect of Evaporation on Melting Ratio of Ice Crystals Flowing in Jet Engine2017

    • Author(s)
      M.Iwago
    • Organizer
      6th Asian Symposium on Computational Heat Transfer and Fluid Flow (ASCHT 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effect of SLD Characteristics Phenomena on Icing on Axial Fan Blade2017

    • Author(s)
      S.Uranai
    • Organizer
      International Symposium on Transport Phenomena and Dynamics of Rotating Machinery (ISROMAC 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 熱伝達を考慮に入れたNACA0012翼における過冷却液滴着氷シミュレーション2017

    • Author(s)
      鳥羽大樹
    • Organizer
      日本流体力学会年会2017
    • Related Report
      2017 Annual Research Report
  • [Presentation] 表面が加熱されたNACA翼の着氷シミュレーション2017

    • Author(s)
      浦内捷
    • Organizer
      日本流体力学会年会2017
    • Related Report
      2017 Annual Research Report
  • [Presentation] SLD現象を考慮に入れた軸流ファンの着氷シミュレーション2016

    • Author(s)
      志村
    • Organizer
      第30回数値流体力学シンポジウム
    • Place of Presentation
      船堀タワーホール(東京)
    • Year and Date
      2016-12-14
    • Related Report
      2016 Annual Research Report
  • [Presentation] 過冷却水滴の動的凍結プロセスに関する数値シミュレーション2016

    • Author(s)
      岩合
    • Organizer
      日本機械学会第94期流体工学部門講演会
    • Place of Presentation
      東京理科大学(東京)
    • Year and Date
      2016-11-12
    • Related Report
      2016 Annual Research Report
  • [Presentation] Dual-Luminescent Imagingを用いた過冷却水の温度計測2016

    • Author(s)
      田中
    • Organizer
      日本雪氷学会雪氷研究大会
    • Place of Presentation
      名古屋大学(愛知)
    • Year and Date
      2016-10-02
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] 格子法・粒子法のカップリングを用いた三次元多相流計算手法の開発2016

    • Author(s)
      高橋
    • Organizer
      日本流体力学会年会2016
    • Place of Presentation
      名古屋工業大学
    • Year and Date
      2016-09-26
    • Related Report
      2016 Annual Research Report
  • [Presentation] Temperature Measurement of Supeer-Cooled Droplet in Icing Phenomenon by Means of Dual-Luminescent Imaging2016

    • Author(s)
      M.Tanaka
    • Organizer
      6th Asian Joint Workshop on Thermophysics and Fluid Science
    • Place of Presentation
      桂林(中国)
    • Year and Date
      2016-09-20
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Effect of the Droplet Deformation and Breakup for Icing on NACA Airfoil in SLD Conditions2016

    • Author(s)
      M.Shimura
    • Organizer
      12th World Congress on Computational Mechanics
    • Place of Presentation
      ソウル(韓国)
    • Year and Date
      2016-07-26
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Numerical Simulation for Ice Accretion on the Leading Edge of NACA 0012 Airfoil by Means of MPS Method2016

    • Author(s)
      K.Yuki
    • Organizer
      12th World Congress on Computational Mechanics
    • Place of Presentation
      ソウル(韓国)
    • Year and Date
      2016-07-26
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Book] 流体機械-基礎理論から応用まで-2018

    • Author(s)
      山本誠,太田有,宮川和芳,新関良樹
    • Total Pages
      308
    • Publisher
      共立出版
    • ISBN
      9784320082205
    • Related Report
      2018 Annual Research Report
  • [Book] 実践的CFD(数値流体力学)入門2017

    • Author(s)
      高尾洋之他著
    • Total Pages
      288
    • Publisher
      メディカ出版
    • ISBN
      4840461473
    • Related Report
      2017 Annual Research Report
  • [Remarks] 山本誠 論文・著書・学会発表・特許

    • URL

      https://www.tus.ac.jp/fac_grad/p/achievement.php?1699

    • Related Report
      2018 Annual Research Report
  • [Remarks] 着氷現象の数値シミュレーション

    • URL

      http://www.rs.kagu.tus.ac.jp/yamamoto/theme/theme1.html

    • Related Report
      2017 Annual Research Report
  • [Remarks] 東京理科大学・教員プロフィール(論文・著書・学会発表)

    • URL

      https://www.tus.ac.jp/fac_grad/p/achievement.php?1699

    • Related Report
      2016 Annual Research Report

URL: 

Published: 2016-04-21   Modified: 2020-03-30  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi