Nonlinear dynamics of thermoacoustic combustion oscillations from the viewpoint of complex mathematical system

• Project/Area Number: 16H04284
• Research Category: Grant-in-Aid for Scientific Research (B)
• Allocation Type: Single-year Grants
• Section: 一般
• Research Field: Thermal engineering
• Research Institution: Tokyo University of Science
• Principal Investigator: Gotoda Hiroshi 東京理科大学, 工学部機械工学科, 准教授 (00434712)
• Project Period (FY): 2016-04-01 – 2019-03-31
• Project Status: Completed (Fiscal Year 2018)
• Budget Amount: ¥17,940,000 (Direct Cost: ¥13,800,000、Indirect Cost: ¥4,140,000); Fiscal Year 2018: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000); Fiscal Year 2017: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000); Fiscal Year 2016: ¥15,340,000 (Direct Cost: ¥11,800,000、Indirect Cost: ¥3,540,000)
• Keywords: 燃焼工学 / 燃焼振動 / 非線形力学 / 複雑ネットワーク / 燃焼 / 熱工学 / 力学系理論 / 吹き消え / 記号力学 / 複雑系科学

Outline of Final Research Achievements

This study has elucidated the spatiotemporal structure in flow velocity field during thermoacoustic combustion oscillations from a viewpoint of complex mathematical system, including an early detection of thermoacoustic combustion oscillations. The formation of the large-scale transverse vortices with high vertex strength in the turbulent network plays an important role in the nonlinear dynamics of thermoacoustic combustion oscillations. Our methodology combining the motif patterns in the horizontal visibility graph and the principal component analysis is feasible for detecting a precursor of thermoacoustic combustion oscillations.

Academic Significance and Societal Importance of the Research Achievements

燃焼振動が生じると,燃焼器の致命的な破損やライフサイクルの低下を引き起こす. そのため,燃焼振動の機構の基礎的解明や予兆検知技術の構築は発電用ガスタービンエンジンや航空エンジンなどの燃焼器開発において重要である. 本研究は,複雑系科学の理論とその数理技術を用いて,燃焼振動の時空構造の解明や新しい予兆検知法の提案を行ったものである. 本研究期間内に得られた研究成果は,学術的・社会的に意義が高い.

Research Products

• [Int'l Joint Research] Imperial College London/Open University(United Kingdom)
• [Int'l Joint Research] インペリアル カレッジ ロンドン(英国)
• [Journal Article] Attenuation behavior of thermoacoustic combustion instability analyzed by complex-network- and synchronization-based approach (2019)
  • Author(s): Shogo Murayama and Hiroshi Gotoda
  • Journal Title: Physical Review E Volume: 100
  • Peer Reviewed
• [Journal Article] Spatiotemporal dynamics and early detection of thermoacoustic combustion instability in a model rocket combustor (2019)
  • Author(s): Tatsuya Hashimoto, Hajime Shibuya, Hiroshi Gotoda, Yuya Ohmichi, and Shogo Matsuyama
  • Journal Title: Physical Review E Volume: 99 Issue: 3 Pages: 032208-032208
  • DOI: 10.1103/physreve.99.032208
  • Peer Reviewed
• [Journal Article] Characterization of dynamic behavior of combustion noise, and detection of blowout in a laboratory-scale gas-turbine model combustor (2019)
  • Author(s): Shogo Murayama, Kentaro Kaku, Motoi Funatsu, and Hiroshi Gotoda
  • Journal Title: Proceedings of the Combustion Institute Volume: 37 Issue: 4 Pages: 5271-5278
  • DOI: 10.1016/j.proci.2018.07.034
  • Peer Reviewed
• [Journal Article] Characterization and detection of thermoacoustic combustion oscillations based on statistical complexity and complex-network theory (2018)
  • Author(s): Shogo Murayama, Hikaru Kinugawa, Isao T. Tokuda, and Hiroshi Gotoda
  • Journal Title: Physical Review E Volume: 97 Issue: 2
  • DOI: 10.1103/physreve.97.022223
  • Peer Reviewed
• [Journal Article] Dynamic behavior of combustion instability in a cylindrical combustor (2018)
  • Author(s): Haruki Kasuya, Hiroshi Gotoda, Seiji Yoshida, and Shigeru Tachibana
  • Journal Title: Chaos Volume: 28 Issue: 3
  • DOI: 10.1063/1.5025480
  • Peer Reviewed
• [Journal Article] Synchronization of two coupled turbulnet fires (2018)
  • Author(s): Kazushi Takagi, Hiroshi Gotoda, Takaya Miyano, Shogo Murayama, and Isao T. Tokuda
  • Journal Title: Chaos Volume: 28 Issue: 4
  • DOI: 10.1063/1.5009896
  • Peer Reviewed
• [Journal Article] Detection of frequency-mode-shift during thermoacoustic combustion oscillations (2017)
  • Author(s): Hiroaki Kobayashi, Hiroshi Gotoda, Shigeru Tachibana, and Seiji Yoshida
  • Journal Title: Journal of Applied Physics Volume: 122 Issue: 22
  • DOI: 10.1063/1.5003912
  • Peer Reviewed
• [Journal Article] Chaotic versus stochastic behavior in active-dissipative nonlinear systems (2017)
  • Author(s): Hiroshi Gotoda, Marc Pradas, and Serafim Kalliadasis
  • Journal Title: Physical Review Fluids Volume: 2 Issue: 12
  • DOI: 10.1103/physrevfluids.2.124401
  • Peer Reviewed / Int'l Joint Research
• [Journal Article] Characterization of combustion dynamics, detection and prevention of an unstable combustion state based on a complex-network theory (2017)
  • Author(s): Hiroshi Gotoda, Hikaru Kinugawa, Ryosuke Tsujimoto, Shohei Domen, and Yuta Okuno
  • Journal Title: Physical Review Applied Volume: 7 Issue: 4
  • DOI: 10.1103/physrevapplied.7.044027
  • Peer Reviewed
• [Journal Article] Dynamical Properties of Combustion Instability in a Laboratory-Scale Gas-Turbine Model Combustor (2017)
  • Author(s): Hiroshi Gotoda, Kenta Hayashi, Ryosuke Tsujimoto, Shohei Domen and Shigeru Tachibana
  • Journal Title: Journal of Engineering for Gas Turbines and Power -Transactions of ASME Volume: １３９ Issue: 4
  • DOI: 10.1115/1.4034700
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Chaotic dynamics of a swirling flame front instability generated by a change in gravitational orientation (2017)
  • Author(s): Hiroshi Gotoda, Hiroaki Kobayashi, and Kenta Hayashi
  • Journal Title: Physical Review E Volume: 95 Issue: 2
  • DOI: 10.1103/physreve.95.022201
  • Peer Reviewed / Acknowledgement Compliant
• [Presentation] 二次空気噴射制御による燃焼振動抑制過程の非線形ダイナミクス (2019)
  • Author(s): 黒坂拓也, 村山聖悟, 後藤田浩
  • Organizer: 日本機械学会 関東学生会第 58 回学生員卒業研究発表講演会
• [Presentation] 遷移ネットワークを用いた予混合ガスタービンモデル燃焼器で の燃焼不安定の検知及び回避 (2019)
  • Author(s): 増田晋河, 小林翼, 後藤田浩
  • Organizer: 日本機械学会 関東学生会第 58 回学生員卒業研究発表講演会
• [Presentation] Spatiotemporal dynamics of thermoacoustic combustion oscillations and early detection of lean blowout -Statistical complexity and complex networks (2018)
  • Author(s): Hiroshi Gotoda
  • Organizer: 57th Symposium on Korea Society of Combustion
  • Invited
• [Presentation] Characterization and detection of high-frequency combustion oscillations in a rocket model combustor (2018)
  • Author(s): Hajime Shibuya, Tasuya Hashimoto, Hiroshi Gotoda, Yuya Ohmichi, and Shingo Matsuyama
  • Organizer: 71th Annual Meeting of the APS, Divison of Fluid Dynamics
  • Int'l Joint Research
• [Presentation] Detection of blowout in a laboratory-scale gas-turbine model combustor (2018)
  • Author(s): Tsubasa Kobayashi, Motoi Funatsu, and Hiroshi Gotoda
  • Organizer: International Symposium on Nonlinear Theory and Its Application 2018
  • Int'l Joint Research
• [Presentation] Dynamic behavior of flow velocity fluctuations during high-frequency combustion oscillations in a cylindrical combustor with an off-center installed coaxial injector (2018)
  • Author(s): Tasuya Hashimoto, Hiroshi Gotoda, Yuya Ohmichi, and Shingo Matsuyama
  • Organizer: International Symposium on Nonlinear Theory and Its Application 2018
  • Int'l Joint Research
• [Presentation] Characterization of dynamic behavior of combustion noise, and detection of blowout in a laboratory-scale gas-turbine model combustor (2018)
  • Author(s): Shogo Murayama, Kentaro Kaku, Motoi Funatsu, and Hiroshi Gotoda
  • Organizer: 37th International symposium on Combustion
  • Int'l Joint Research
• [Presentation] 同軸インジェクタを偏心配置した円筒燃焼器内で発生する高周波燃焼振動の非線形ダイナミックス (2018)
  • Author(s): 橋本達也, 後藤田浩, 大道勇哉, 松山 新吾
  • Organizer: 第56回燃焼シンポジウム
• [Presentation] 複雑ネットワークと機械学習を用いた希薄吹き消えの事前検知と回避 (2018)
  • Author(s): 小林翼, 後藤田浩
  • Organizer: 第56回燃焼シンポジウム
• [Presentation] 熱音響燃焼振動の非線形ダイナミックスの基礎的解明 -同期理論と複雑ネットワーク理論の導入- (2018)
  • Author(s): 村山聖悟, 後藤田浩
  • Organizer: 第56回燃焼シンポジウム
• [Presentation] 複雑ネットワーク理論による燃焼不安定の流体力学的構造の解明 (2018)
  • Author(s): 村山聖悟, 賀来健太郎, 後藤田浩
  • Organizer: 熱工学コンファレンス2018
• [Presentation] 機械学習を用いた燃焼振動の事前検知 (2018)
  • Author(s): 後藤田浩
  • Organizer: 日本燃焼学会 産学連携事業「燃焼解析プラットフォームの研究開発」第1回活用技術研究会
  • Invited
• [Presentation] ロケット燃焼器を模擬した常圧燃焼器における圧力変動と発熱率変動の相互干渉 (2018)
  • Author(s): 澁谷朔, 橋本達也, 後藤田浩, 大道勇哉, 松山新吾
  • Organizer: 第55回日本伝熱シンポジウム
• [Presentation] Characterization and detection of thermoacoustic combustion oscillations based on statistical complexity and complex Networks (2018)
  • Author(s): Hiroshi Gotoda and Shogo Murayama
  • Organizer: US-Japan Workshop on Bridging Fluid Mechanics and Data Science
  • Invited
• [Presentation] Randomness of combustion instability in a laboratory-scale gas-turbine model combustor (2017)
  • Author(s): Shogo Murayama, Kentaro Kaku, and Hiroshi Gotoda
  • Organizer: 8th European Combustion Meeting
  • Int'l Joint Research
• [Presentation] Nonlinear analysis on dynamical motion of combustion instability in a laboratory-scale gasturbine model combustor (2017)
  • Author(s): Yuto Hayashi, Motoi Funatsu, Hiroaki Kobayashi, and Hiroshi Gotoda
  • Organizer: 8th European Combustion Meeting
  • Int'l Joint Research
• [Presentation] 複雑ネットワークに基づく熱音響燃焼振動の特徴化 (2017)
  • Author(s): 村山 聖悟, 賀来 健太郎, 後藤田 浩
  • Organizer: 第55回燃焼シンポジウム
• [Presentation] 熱音響燃焼振動のネットワーク構造の基礎的解明 (2017)
  • Author(s): 賀来 健太郎, 村山 聖悟, 後藤田 浩
  • Organizer: 第55回燃焼シンポジウム
• [Presentation] 熱音響燃焼振動の非線形ダイナミクスの特徴化 (2017)
  • Author(s): 村山 聖悟, 後藤田 浩
  • Organizer: 第64回理論応用力学講演会
• [Presentation] ガスタービンモデル燃焼器で発生する熱音響燃焼振動のダイナミックス (2017)
  • Author(s): 村山 聖悟, 賀来 健太郎, 後藤田 浩
  • Organizer: 第54回日本伝熱シンポジウム
• [Presentation] A nonlinear dynamical system for combustion instability in a pulse model combustor (2016)
  • Author(s): Kazushi Takagi and Hiroshi Gotoda
  • Organizer: 69th Annual Meeting of the APS, Divison of Fluid Dynamics
  • Place of Presentation: アメリカ
  • Int'l Joint Research
• [Presentation] Dynamical properties of combustion instability in a gas-turbine model combustor (2016)
  • Author(s): Hiroshi Gotoda, Kenta Hayashi, Ryosuke Tsujimoto, Shohei Domen and Shigeru Tachibana
  • Organizer: Proceedings of ASME Turbo Expo 2016: Turbomachinery Technical Conference and Exposition
  • Place of Presentation: 韓国
  • Int'l Joint Research
• [Presentation] 熱工学系の非線形力学 (2016)
  • Author(s): 後藤田 浩
  • Organizer: 慶應義塾大学大学院 環境エネルギー科学特論第1
  • Place of Presentation: 神奈川
  • Invited
• [Remarks] 東京理科大学 工学部 機械工学科 後藤田浩
  • URL: https://www.tus.ac.jp/ridai/doc/ji/RIJIA01Detail.php?act=nam&kin=ken&hp=1&diu=6b4f
• [Remarks] 後藤田研究室
  • URL: http://www.rs.tus.ac.jp/gotodalab/index.html
• [Patent(Industrial Property Rights)] ガスタービンの異常状態検知装置, 及び異常状態検知方法 (2016)
  • Inventor(s): 後藤田 浩, 白神 洋輔, 他7名
  • Industrial Property Rights Holder: 後藤田 浩, 白神 洋輔, 他7名
  • Industrial Property Rights Type: 特許
  • Filing Date: 2016-11-17