The significant contribution of stochastic forcing to nonlinear energy transfer in resolvent analysis
•Nonlinear energy transfer of resolvent analysis presented.•Demonstrating the contribution of stochastic forcing cannot be ignored.•Prediction of nonlinear energy transfer improved in composite resolvent. [Display omitted] Nonlinear energy transfer is represented through eddy viscosity and stochasti...
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| Published in | Theoretical and applied mechanics letters Vol. 15; no. 1; p. 100521 |
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| Main Authors | , , |
| Format | Journal Article |
| Language | English |
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01.01.2025
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| Abstract | •Nonlinear energy transfer of resolvent analysis presented.•Demonstrating the contribution of stochastic forcing cannot be ignored.•Prediction of nonlinear energy transfer improved in composite resolvent.
[Display omitted]
Nonlinear energy transfer is represented through eddy viscosity and stochastic forcing within the framework of resolvent analysis. Previous investigations estimate the contribution of eddy-viscosity-enhanced resolvent operator to nonlinear energy transfer. The present article estimates the contribution of stochastic forcing to nonlinear energy transfer and demonstrates that the contribution of stochastic forcing cannot be ignored. These results are achieved by numerically comparing the eddy-viscosity-enhanced resolvent operator and stochastic forcing with nonlinear energy transfer in turbulent channel flows. Furthermore, the numerical results indicate that composite resolvent operators can improve the prediction of nonlinear energy transfer. |
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| AbstractList | Nonlinear energy transfer is represented through eddy viscosity and stochastic forcing within the framework of resolvent analysis. Previous investigations estimate the contribution of eddy-viscosity-enhanced resolvent operator to nonlinear energy transfer. The present article estimates the contribution of stochastic forcing to nonlinear energy transfer and demonstrates that the contribution of stochastic forcing cannot be ignored. These results are achieved by numerically comparing the eddy-viscosity-enhanced resolvent operator and stochastic forcing with nonlinear energy transfer in turbulent channel flows. Furthermore, the numerical results indicate that composite resolvent operators can improve the prediction of nonlinear energy transfer. •Nonlinear energy transfer of resolvent analysis presented.•Demonstrating the contribution of stochastic forcing cannot be ignored.•Prediction of nonlinear energy transfer improved in composite resolvent. [Display omitted] Nonlinear energy transfer is represented through eddy viscosity and stochastic forcing within the framework of resolvent analysis. Previous investigations estimate the contribution of eddy-viscosity-enhanced resolvent operator to nonlinear energy transfer. The present article estimates the contribution of stochastic forcing to nonlinear energy transfer and demonstrates that the contribution of stochastic forcing cannot be ignored. These results are achieved by numerically comparing the eddy-viscosity-enhanced resolvent operator and stochastic forcing with nonlinear energy transfer in turbulent channel flows. Furthermore, the numerical results indicate that composite resolvent operators can improve the prediction of nonlinear energy transfer. |
| ArticleNumber | 100521 |
| Author | He, Guowei Wang, Youhua Wu, Ting |
| Author_xml | – sequence: 1 givenname: Youhua surname: Wang fullname: Wang, Youhua organization: Department of Modern Mechanics, University of Science and Technology of China, Hefei 230026, China – sequence: 2 givenname: Ting surname: Wu fullname: Wu, Ting email: wuting@imech.ac.cn organization: The State Key Laboratory of Nonlinear Mechanics, Institute of Mechanics, Chinese Academy of Sciences, Beijing 100190, China – sequence: 3 givenname: Guowei orcidid: 0000-0003-4738-0816 surname: He fullname: He, Guowei email: hgw@lnm.imech.ac.cn organization: The State Key Laboratory of Nonlinear Mechanics, Institute of Mechanics, Chinese Academy of Sciences, Beijing 100190, China |
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| Cites_doi | 10.1017/jfm.2018.903 10.1017/jfm.2020.929 10.1103/PhysRevFluids.8.064601 10.1103/PhysRevFluids.4.063901 10.1017/S0022112072000679 10.1103/PhysRevFluids.6.054602 10.1016/j.compfluid.2009.11.001 10.2514/6.2016-2935 10.1063/1.1398044 10.1103/PhysRevFluids.2.084609 10.1017/jfm.2023.39 10.1017/jfm.2016.564 10.1017/jfm.2018.643 10.1103/PhysRevFluids.6.024702 10.1017/jfm.2012.528 10.1007/s001620050091 10.1017/jfm.2018.675 10.1063/1.858894 10.1103/PhysRevFluids.6.104601 10.1017/S0022112005004295 |
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| Keywords | Composite sweeping-enhanced resolvent Stochastic forcing Resolvent analysis Energy transfer Eddy viscosity |
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| References | Wu, He (bib0021) 2021; 6 Reynolds, Hussain (bib0019) 1972; 54 Jin, Symon, Illingworth (bib0007) 2021; 6 Lesshafft, Semeraro, Jaunet (bib0016) 2019; 4 Jovanović, Bamieh (bib0013) 2005; 534 Bolotnov, Lahey, Drew (bib0001) 2010; 39 Wu, He (bib0017) 2023; 956 Farrell, Ioannou (bib0010) 1993; 5 O. Semeraro, V. Jaunet, P. Jordan, et al., Stochastic and harmonic optimal forcing in subsonic jets, 2016, In 22nd AIAA/CEAS Aeroacoustics Conference, Lyon, France, May 30-June 1. 2935 Schmidt, Towne, Rigas (bib0015) 2018; 855 Mizuno (bib0003) 2016; 805 Lee, Moser (bib0005) 2019; 860 Symon, Illingworth, Marusic (bib0006) 2021; 911 Wang, Yang, Wu (bib0008) 2021; 6 Farrell, Ioannou (bib0011) 1998; 11 Cimarelli, De Angelis, Casciola (bib0002) 2013; 715 Symon, Madhusudanan, Illingworth (bib0009) 2023; 8 Cess (bib0018) 1958 Wu, Geng, Yao (bib0020) 2017; 2 Cho, Hwang, Choi (bib0004) 2018; 854 Bamieh, Dahleh (bib0012) 2001; 13 Schmidt (10.1016/j.taml.2024.100521_bib0015) 2018; 855 Lee (10.1016/j.taml.2024.100521_bib0005) 2019; 860 Bamieh (10.1016/j.taml.2024.100521_bib0012) 2001; 13 Cho (10.1016/j.taml.2024.100521_bib0004) 2018; 854 Symon (10.1016/j.taml.2024.100521_bib0009) 2023; 8 Jovanović (10.1016/j.taml.2024.100521_bib0013) 2005; 534 Wu (10.1016/j.taml.2024.100521_bib0020) 2017; 2 Lesshafft (10.1016/j.taml.2024.100521_bib0016) 2019; 4 Cess (10.1016/j.taml.2024.100521_bib0018) 1958 Mizuno (10.1016/j.taml.2024.100521_bib0003) 2016; 805 Bolotnov (10.1016/j.taml.2024.100521_bib0001) 2010; 39 Symon (10.1016/j.taml.2024.100521_bib0006) 2021; 911 Farrell (10.1016/j.taml.2024.100521_bib0010) 1993; 5 Wang (10.1016/j.taml.2024.100521_bib0008) 2021; 6 Reynolds (10.1016/j.taml.2024.100521_bib0019) 1972; 54 Wu (10.1016/j.taml.2024.100521_bib0021) 2021; 6 Wu (10.1016/j.taml.2024.100521_bib0017) 2023; 956 Jin (10.1016/j.taml.2024.100521_bib0007) 2021; 6 Farrell (10.1016/j.taml.2024.100521_bib0011) 1998; 11 10.1016/j.taml.2024.100521_bib0014 Cimarelli (10.1016/j.taml.2024.100521_bib0002) 2013; 715 |
| References_xml | – volume: 5 start-page: 2600 year: 1993 end-page: 2609 ident: bib0010 article-title: Stochastic forcing of the linearized navier-stokes equations publication-title: Phys. Fluid. A: Fluid Dyn. – volume: 805 start-page: 171 year: 2016 end-page: 187 ident: bib0003 article-title: Spectra of energy transport in turbulent channel flows for moderate reynolds numbers publication-title: J. Fluid Mech. – volume: 854 start-page: 474 year: 2018 end-page: 504 ident: bib0004 article-title: Scale interactions and spectral energy transfer in turbulent channel flow publication-title: J. Fluid Mech. – volume: 4 start-page: 063901 year: 2019 ident: bib0016 article-title: Resolvent-based modeling of coherent wave packets in a turbulent jet publication-title: Phys. Rev. Fluid. – volume: 6 start-page: 024702 year: 2021 ident: bib0007 article-title: Energy transfer mechanisms and resolvent analysis in the cylinder wake publication-title: Phys. Rev. Fluid. – volume: 11 start-page: 237 year: 1998 end-page: 250 ident: bib0011 article-title: Perturbation structure and spectra in turbulent channel flow publication-title: Theor. Comput. Fluid Dyn. – reference: O. Semeraro, V. Jaunet, P. Jordan, et al., Stochastic and harmonic optimal forcing in subsonic jets, 2016, In 22nd AIAA/CEAS Aeroacoustics Conference, Lyon, France, May 30-June 1. 2935 – volume: 6 start-page: 054602 year: 2021 ident: bib0021 article-title: Stochastic dynamical model for space-time energy spectra in turbulent shear flows publication-title: Phys. Rev. Fluid. – volume: 39 start-page: 640 year: 2010 end-page: 655 ident: bib0001 article-title: Spectral analysis of turbulence based on the dns of a channel flow publication-title: Comput. Fluids – volume: 911 start-page: A3 year: 2021 ident: bib0006 article-title: Energy transfer in turbulent channel flows and implications for resolvent modelling publication-title: J. Fluid Mech. – volume: 534 start-page: 145 year: 2005 end-page: 183 ident: bib0013 article-title: Componentwise energy amplification in channel flows publication-title: J. Fluid Mech. – volume: 2 start-page: 084609 year: 2017 ident: bib0020 article-title: Characteristics of space-time energy spectra in turbulent channel flows publication-title: Phys. Rev. Fluid. – volume: 8 start-page: 064601 year: 2023 ident: bib0009 article-title: Use of eddy viscosity in resolvent analysis of turbulent channel flow publication-title: Phys. Rev. Fluid. – volume: 54 start-page: 263 year: 1972 end-page: 288 ident: bib0019 article-title: The mechanics of an organized wave in turbulent shear flow. Part 3. Theoretical models and comparisons with experiments publication-title: J. Fluid Mech. – volume: 6 start-page: 104601 year: 2021 ident: bib0008 article-title: Coherent structures associated with inter-scale energy transfer in turbulent channel flows publication-title: Phys. Rev. Fluid. – volume: 860 start-page: 886 year: 2019 end-page: 938 ident: bib0005 article-title: Spectral analysis of the budget equation in turbulent channel flows at high reynolds number publication-title: J. Fluid Mech. – volume: 855 start-page: 953 year: 2018 end-page: 982 ident: bib0015 article-title: Spectral analysis of jet turbulence publication-title: J. Fluid Mech. – volume: 715 start-page: 436 year: 2013 end-page: 451 ident: bib0002 article-title: Paths of energy in turbulent channel flows publication-title: J. Fluid Mech. – start-page: 8 year: 1958 end-page: 0529 ident: bib0018 article-title: A survey of the literature on heat transfer in turbulent tube flow publication-title: Res. Rep. – volume: 13 start-page: 3258 year: 2001 end-page: 3269 ident: bib0012 article-title: Energy amplification in channel flows with stochastic excitation publication-title: Phys. Fluid. – volume: 956 start-page: A31 year: 2023 ident: bib0017 article-title: Composition of resolvents enhanced by random sweeping for large-scale structures in turbulent channel flows publication-title: J. Fluid Mech. – volume: 860 start-page: 886 year: 2019 ident: 10.1016/j.taml.2024.100521_bib0005 article-title: Spectral analysis of the budget equation in turbulent channel flows at high reynolds number publication-title: J. Fluid Mech. doi: 10.1017/jfm.2018.903 – volume: 911 start-page: A3 year: 2021 ident: 10.1016/j.taml.2024.100521_bib0006 article-title: Energy transfer in turbulent channel flows and implications for resolvent modelling publication-title: J. Fluid Mech. doi: 10.1017/jfm.2020.929 – volume: 8 start-page: 064601 issue: 6 year: 2023 ident: 10.1016/j.taml.2024.100521_bib0009 article-title: Use of eddy viscosity in resolvent analysis of turbulent channel flow publication-title: Phys. Rev. Fluid. doi: 10.1103/PhysRevFluids.8.064601 – volume: 4 start-page: 063901 issue: 6 year: 2019 ident: 10.1016/j.taml.2024.100521_bib0016 article-title: Resolvent-based modeling of coherent wave packets in a turbulent jet publication-title: Phys. Rev. Fluid. doi: 10.1103/PhysRevFluids.4.063901 – volume: 54 start-page: 263 issue: 2 year: 1972 ident: 10.1016/j.taml.2024.100521_bib0019 article-title: The mechanics of an organized wave in turbulent shear flow. Part 3. Theoretical models and comparisons with experiments publication-title: J. Fluid Mech. doi: 10.1017/S0022112072000679 – start-page: 8 year: 1958 ident: 10.1016/j.taml.2024.100521_bib0018 article-title: A survey of the literature on heat transfer in turbulent tube flow publication-title: Res. Rep. – volume: 6 start-page: 054602 issue: 5 year: 2021 ident: 10.1016/j.taml.2024.100521_bib0021 article-title: Stochastic dynamical model for space-time energy spectra in turbulent shear flows publication-title: Phys. Rev. Fluid. doi: 10.1103/PhysRevFluids.6.054602 – volume: 39 start-page: 640 issue: 4 year: 2010 ident: 10.1016/j.taml.2024.100521_bib0001 article-title: Spectral analysis of turbulence based on the dns of a channel flow publication-title: Comput. Fluids doi: 10.1016/j.compfluid.2009.11.001 – ident: 10.1016/j.taml.2024.100521_bib0014 doi: 10.2514/6.2016-2935 – volume: 13 start-page: 3258 issue: 11 year: 2001 ident: 10.1016/j.taml.2024.100521_bib0012 article-title: Energy amplification in channel flows with stochastic excitation publication-title: Phys. Fluid. doi: 10.1063/1.1398044 – volume: 2 start-page: 084609 issue: 8 year: 2017 ident: 10.1016/j.taml.2024.100521_bib0020 article-title: Characteristics of space-time energy spectra in turbulent channel flows publication-title: Phys. Rev. Fluid. doi: 10.1103/PhysRevFluids.2.084609 – volume: 956 start-page: A31 year: 2023 ident: 10.1016/j.taml.2024.100521_bib0017 article-title: Composition of resolvents enhanced by random sweeping for large-scale structures in turbulent channel flows publication-title: J. Fluid Mech. doi: 10.1017/jfm.2023.39 – volume: 805 start-page: 171 year: 2016 ident: 10.1016/j.taml.2024.100521_bib0003 article-title: Spectra of energy transport in turbulent channel flows for moderate reynolds numbers publication-title: J. Fluid Mech. doi: 10.1017/jfm.2016.564 – volume: 854 start-page: 474 year: 2018 ident: 10.1016/j.taml.2024.100521_bib0004 article-title: Scale interactions and spectral energy transfer in turbulent channel flow publication-title: J. Fluid Mech. doi: 10.1017/jfm.2018.643 – volume: 6 start-page: 024702 issue: 2 year: 2021 ident: 10.1016/j.taml.2024.100521_bib0007 article-title: Energy transfer mechanisms and resolvent analysis in the cylinder wake publication-title: Phys. Rev. Fluid. doi: 10.1103/PhysRevFluids.6.024702 – volume: 715 start-page: 436 year: 2013 ident: 10.1016/j.taml.2024.100521_bib0002 article-title: Paths of energy in turbulent channel flows publication-title: J. Fluid Mech. doi: 10.1017/jfm.2012.528 – volume: 11 start-page: 237 issue: 3-4 year: 1998 ident: 10.1016/j.taml.2024.100521_bib0011 article-title: Perturbation structure and spectra in turbulent channel flow publication-title: Theor. Comput. Fluid Dyn. doi: 10.1007/s001620050091 – volume: 855 start-page: 953 year: 2018 ident: 10.1016/j.taml.2024.100521_bib0015 article-title: Spectral analysis of jet turbulence publication-title: J. Fluid Mech. doi: 10.1017/jfm.2018.675 – volume: 5 start-page: 2600 issue: 11 year: 1993 ident: 10.1016/j.taml.2024.100521_bib0010 article-title: Stochastic forcing of the linearized navier-stokes equations publication-title: Phys. Fluid. 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