Fuel and Combustion

Fuel and Combustion

Numerical investigation of combustion noise in gas turbine combustor using hydrogen/ ethylene: machine learning optimization

Document Type : Original Article

Authors
Hamedan University of Technology
10.22034/jfnc.2024.451117.1381
Abstract
The field has long acknowledged the detrimental effects of entropy waves, including heightened NOx emissions, combustion chamber instability, and noise production. Entropy oscillations, when accelerated, serve as a source of indirect noise, exacerbating the combustion chamber's instability. A computational study delved into the entropy noise within a lean-premixed H2/ ethylene burner to better comprehend these phenomena. Utilizing flamelet and large Eddy Simulation, the study shed light on the behavior of entropy waves and their impact on combustion dynamics. It particularly examined how various thermal and fluid conditions affect entropy noise in both thermally convective and adiabatic combustion chambers, focusing on temperature. In-depth analysis was conducted on elements like the strength of inlet turbulence, stoichiometric ratio, and the preheating level of the unburned mixture. The findings revealed intriguing connections between these factors and the acoustic system response. Notably, an increase in equivalence ratio, and temperature led to a heightened auditory response, suggesting that such conditions foster the generation and spread of entropy noise. Conversely, the study found that high turbulence intensity at the amplifier negatively impacted the transmission of entropy oscillations, thereby reducing the auditory response. This suggests that intense turbulence can interfere with entropy wave propagation, lessening their potential to produce significant acoustic effects.
Keywords

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1] T. C. Lieuwen, V. Yang," Combustion instabilities in gas turbine engines: operational experience, fundamental mechanisms, and modeling,". American Institute of Aeronautics and Astronautics, 2005.
[2] T. C. Lieuwen," Unsteady combustor physics," Cambridge University Press, 2012.
[3] W. C. Strahle, "On combustion generated noise, "J Fluid Mech., vol. 49(2), pp. 399- 414, Apr 1971.
[4] S. Candel, D. Durox, T. Schuller, N. Darabiha, L. Hakim and T. Schmitt, "Advances in combustion and propulsion applications," Eur J Mech B Fluid., vol. 40, pp. 87- 106, June 2013.
[5] S. Candel, D. Durox, S. Ducruix, A. L. Birbaud, N. Noiray, T. Schuller," Flame dynamics and combustion noise: progress and challenges, "Int J Aeroacoustics., vol. 8(1), pp. 1- 56, May 2009.
[6] M. S. Howe, "Contributions to the theory of aerodynamic sound, with application to excess jet noise and the theory of the flute," J Fluid Mech., vol. 71(4), pp. 625- 73, March 1975.
[7] J. F. Williams, M. S. Howe, "The generation of sound by density inhomogeneities in low Mach number nozzle flows," J Fluid Mech., vol. 70(3), pp. 605- 22, June 1975.
[8] F. E. Marble, S.M. Candel, "Acoustic disturbance from gas nonuniformities convected through a nozzle," J Sound Vib., vol. 55(2), pp. 225- 43, July 1977.
[9] N. A. Cumpsty, F. E. Marble, "Core noise from gas turbine exhausts," J Sound Vib., vol. 54(2), pp. 297- 309, Feb 1977.
[10] M. Muthukrishnan, W.C. Strahle, D.H. Neale, "Separation of hydrodynamic, entropy, and combustion noise in a gas turbine combustor," AIAA J., vol. 16(4), pp. 320- 7, Jan 1978.
[11] L. Rayleigh, "On the instability of jets," Proc Lond Math Soc., vol. 1(1), pp. 4- 13, Aug 1878.
[12] C. L. Morfey, "Amplification of aerodynamic noise by convected flow inhomogeneities," J Sound Vib., vol. 31(4), pp. 391- 7, Sep 1973.
[13] F. E. Marble, S. M. Candel, "Acoustic disturbance from gas nonuniformities convected through a nozzle," J Sound Vib., vol. 55(2), pp. 225- 43, Oct 1977.
[14] M. Huet, A. Giauque, "A nonlinear model for indirect combustion noise through a compact nozzle," J Fluid Mech., vol. 733, pp. 268- 301, Nov 2013.
[15] C. S. Goh, A. S. Morgans, "Phase prediction of the response of choked nozzles to entropy and acoustic disturbances," J Sound Vib., vol. 330(21), pp. 5184- 98, June 2011.
[16] S. M. Hosseinalipour, A. Fattahi, N. Karimi, "Investigation of the transmitted noise of a combustor exit nozzle caused by burned hydrogen-hydrocarbon gases," Int J Hydrogen Energy., vol. 41(3), pp. 2075- 86, July 2016.
[17] A. Giauque, M. Huet, F. Clero, "Analytical analysis of indirect combustion noise in subcritical nozzles," J Eng Gas Turbines Power., vol. 134 (11), pp. 111202, Nov 2012.
[18] M. Leyko, F. Nicoud, T. Poinsot, "Comparison of direct and indirect combustion noise mechanisms in a model combustor," AIAA J., vol. 47(11), pp. 2709- 16, Dec 2009.
[19] I. Duran, S. Moreau, "Solution of the quasi-one-dimensional linearized Euler equations using flow invariants and the Magnus expansion," J Fluid Mech., vol. 723, pp. 190- 231, June 2013.
[20] M. Muthukrishnan, W. C. Strahle, D. H. Neale, "Separation of hydrodynamic, entropy, and combustion noise in a gas turbine combustor," AIAA J., vol. 16(4), pp. 320- 7, Apr 1978.
[21] A. L. Pillai, S. Inoue., T. Shoji, S. Tachibana, T. Yokomori, R. Kurose, "Investigation of combustion noise generated by an open lean-premixed H2/air low-swirl flame using the hybrid LES/APE-RF framework," Combustion and Flame., vol. 245, pp. 112360, June 2022
[22] D. Wassmer, B. Schuermans, C. O. Paschereit, J. P. Moeck, "An Acoustic Time-of-Flight Approach for Unsteady Temperature Measurements: Characterization of Entropy Waves in a Model Gas Turbine Combustor," J Eng Gas Turbines Power., vol. 139, Feb 2017.
[23] D. Wassmer, B. Schuermans, C. O. Paschereit, J. P. Moeck, "Measurement and modeling of the generation and the transport of entropy waves in a model gas turbine combustor," Int J Spray Combust Dyn., vol. 9, pp. 299–309, June 2017. https://doi.org/10.1177/1756827717696326.
[24] S. M. Hosseinalipour, A. Fattahi, H. Khalili, F. Tootoonchian, N. Karimi, "Experimental investigation of entropy waves’ evolution for understanding of indirect combustion noise in gas turbine combustors," Energy., vol. 195, pp. 116978, May 2020. https://doi.org/10.1016/j.energy.2020.116978.
[25] A. L. Pillai, S. Inoue, T. Shoji, S. Tachibana, T. Yokomori, R. Kurose, "Investigation of combustion noise generated by an open lean-premixed H2/air low-swirl flame using the hybrid LES/APE-RF framework," Combustion and Flame., vol. 245, pp. 112360, March 2022.
[26] S. d'Ambrosio, A. Ferrari, Z. Jin, "Time-frequency analysis application to the evaluation of instantaneous combustion noise," Fuel., vol. 122655, pp. 312, Juy 2022.
[27] M. Huet, L. Geiger, "Modeling of indirect combustion noise through a stator," Journal of Sound and Vibration., vol. 540, pp. 117296, Jan 2022.
[28] W. Polifke, C. O. Paschereit, K. Dobbeling, "Constructive and destructive interference of acoustic and entropy waves in a premixed combustor with a choked exit, "Int J Acoust Vib., vol. 6(3), pp. 135- 46, July 2001.
[29] F. E. Marble, S. M. Candel, "Acoustic disturbance from gas non-uniformities convected through a nozzle," Journal of Sound and Vibration., vol. 55(2), pp. 225-243, Feb 1977.
[30] R. Balachandran, B. O. Ayoola, C. F. Kaminski, A. P. Dowling, E. Mastorakos, "Experimental investigation of the nonlinear response of turbulent premixed flames to imposed inlet velocity oscillations," Combustion and Flame., vol. 143(1-2), pp. 37-55, April 2005.
[31] A.P. Dowling, "Nonlinear self-excited oscillations of a ducted flame," J. of Fluid Mech., vol. 346, pp. 271–290, Jan 1997.
[32] G. Febrer, Z. Yang, J. J. Mc Guirk, "A hybrid approach for coupling of acoustic wave effects and incompressible LES of reacting flows," in: 47th AIAA/ASME/SAE/ASEE Joint Propulsion Conference & Exhibit AIAA., pp. 2011-6127, June 2011.
[33] H. J. Krediet, C. H. Beck, W. Krebs, S. Schimek, C. O. Paschereit, J. B. W. Kok, "Identification of the Flame Describing Function of a Premixed Swirl Flame from LES," Combust. Sci. Technol., vol. 184, pp. 888–900, March 2012.
[34] H. Pitsch, "Large-eddy simulation of turbulent combustion," Annu. Rev. Fluid Mech., vol. 38, pp. 453-482, May 2006.
[35] G. Wang, M. Boileau, D. Veynante, "Implementation of a dynamic thickened flame model for large eddy simulations of turbulent premixed combustion," Combustion and Flame., vol. 158 (11), pp. 2199-2213, June 2011.
[36] S. Roux, G. Lartigue,T. Poinsot, "Studies of mean and unsteady flow in a swirled combustor using experiments, acoustic analysis, and large eddy simulations," Combustion and Flame., vol 141 (1), pp. 40-54, Apr 2005.
[37] L. Selle, L. Benoit, "Joint use of compressible large-eddy simulation and Helmholtz solvers for the analysis of rotating modes in an industrial swirled burner," Combustion and Flame., vol. 145 (1), pp. 194-205, Jan 2006.
[38] Poinsot, D. Veynante, "Theoretical and Numerical Combustion, Feb 2005.
[39] A. Yoshizawa, and K. Horiuti, "A statistically-derived subgrid-scale kinetic energy model for the large-eddy simulation of turbulent flows," Journal of the Physical Society of Japan., vol. 54, pp. 2834-2839, Sep 1985.
[40] N. Swaminathan, G. Xu, A. P. Dowling, R. Balachandran, "Heat release rate correlation and combustion noise in premixed flames," Journal of Fluid Mechanics., vol. 681, pp. 80-115, Oct 2011.
[41] N. Peters, Turbulent combustion, 1st Edition, Cambridge University Press, U.K., Oct 2000.
[42] H. G. Weller, G. Tabor, A. D. Gosman, and C. Fureby, "Application of a flame-wrinkling LES combustion model to a turbulent mixing layer," Proceedings of the Combustion Institute., vol. 27, pp. 899–907, Oct 1998.
[43] H. G. Weller, "The development of a new flame area combustion model using conditional averaging," Thermo-Fluids Section report TF/9307, Department of Mechanical Engineering, Imperial College of Science, Technology and Medicine, March 1993.
[44] T. C. Lieuwen, Unsteady combustor physics, Cambridge University Press., 2012.
[45] Arthur H. Lefebvre, Gas turbine combustion, CRC press, 1998.
[46]. B. Pope, Turbulent Flows, Cambridge University Press, Cambridge. 2000.
[47]. G.B. Whitham, Linear and nonlinear waves, John Wiley & Sons, 2011.
[48] M. Leyko, I. Duran, S. Moreau, F. Nicoud, T. Poinsot, "Simulation and modelling of the waves transmission and generation in a stator blade row in a combustion- noise frame work", Journal of Sound and Vibration, vol 333 (23), pp 6090-6106, April 2014.