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Prognosis of combustion instability in a gas turbine combustor using spectral centroid & spread

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  • Joo, Seongpil
  • Choi, Jongwun
  • Lee, Min Chul
  • Kim, Namkeun

Abstract

Premixed gas turbine decreases exhaust emission but is vulnerable to combustion instability. This paper proposes a new method for early detection of combustion instability that damages combustors, thereby helping to operate energy production system in a more stable way. The proposed method is based on analysis of the spectral centroid and the spectral spread of dynamic pressure so that it enables early recognition of periodic waveform generation. To validate this method, transient dynamic pressure data from single and multi-mode instabilities, obtained from the H2/CH4/CO flames in a model gas turbine combustor, are used. The effectiveness of the method is compared with that of two conventional methods based on a root-mean-square dynamic pressure and a temporal kurtosis. Among these three methods, the method using spectral features shows the best performance in terms of speed, sensitivity, and accuracy in detecting combustion instability. However, the spectral method sometimes misclassifies unstable flames as having a stable status when multi-mode combustion instability occurs. Therefore, spectral features are modified by weighting the amplitude of dynamic pressure oscillation, which shows better performance as a precursor for multi-mode combustion instability detection.

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  • Joo, Seongpil & Choi, Jongwun & Lee, Min Chul & Kim, Namkeun, 2021. "Prognosis of combustion instability in a gas turbine combustor using spectral centroid & spread," Energy, Elsevier, vol. 224(C).
    • Handle: RePEc:eee:energy:v:224:y:2021:i:c:s0360544221004291
    DOI: 10.1016/j.energy.2021.120180
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    1. Abubakar, Zubairu & Shakeel, Mohammad Raghib & Mokheimer, Esmail M.A., 2018. "Experimental and numerical analysis of non-premixed oxy-combustion of hydrogen-enriched propane in a swirl stabilized combustor," Energy, Elsevier, vol. 165(PB), pages 1401-1414.
    2. Alipoor, Alireza & Mazaheri, Kiumars, 2020. "Maps of flame dynamics for premixed lean hydrogen-air combustion in a heated microchannel," Energy, Elsevier, vol. 194(C).
    3. Renzi, Massimiliano & Patuzzi, Francesco & Baratieri, Marco, 2017. "Syngas feed of micro gas turbines with steam injection: Effects on performance, combustion and pollutants formation," Applied Energy, Elsevier, vol. 206(C), pages 697-707.
    4. Fichera, A. & Losenno, C. & Pagano, A., 2001. "Experimental analysis of thermo-acoustic combustion instability," Applied Energy, Elsevier, vol. 70(2), pages 179-191, October.
    5. Tian, Liang & Liu, Liansheng & Duan, Runze, 2018. "Experimental investigation on oxygen diluted partially premixed and oxygen enriched supplemental combustion for low emission," Energy, Elsevier, vol. 156(C), pages 144-153.
    6. Hosseinalipour, S.M. & Fattahi, A. & Khalili, H. & Tootoonchian, F. & Karimi, N., 2020. "Experimental investigation of entropy waves’ evolution for understanding of indirect combustion noise in gas turbine combustors," Energy, Elsevier, vol. 195(C).
    7. Vera, D. & Jurado, F. & de Mena, B. & Schories, G., 2011. "Comparison between externally fired gas turbine and gasifier-gas turbine system for the olive oil industry," Energy, Elsevier, vol. 36(12), pages 6720-6730.
    8. Santhanam, S. & Schilt, C. & Turker, B. & Woudstra, T. & Aravind, P.V., 2016. "Thermodynamic modeling and evaluation of high efficiency heat pipe integrated biomass Gasifier–Solid Oxide Fuel Cells–Gas Turbine systems," Energy, Elsevier, vol. 109(C), pages 751-764.
    9. Johnson, Samuel C. & Papageorgiou, Dimitri J. & Mallapragada, Dharik S. & Deetjen, Thomas A. & Rhodes, Joshua D. & Webber, Michael E., 2019. "Evaluating rotational inertia as a component of grid reliability with high penetrations of variable renewable energy," Energy, Elsevier, vol. 180(C), pages 258-271.
    10. Rashwan, Sherif S. & Mohany, Atef & Dincer, Ibrahim, 2020. "Investigation of self-induced thermoacoustic instabilities in gas turbine combustors," Energy, Elsevier, vol. 190(C).
    11. Dong, Ming & Cui, Jinglong & Jia, Ming & Shang, Yan & Li, Sufen, 2020. "Large eddy simulation of plasma-assisted ignition and combustion in a coaxial jet combustor," Energy, Elsevier, vol. 199(C).
    12. Tu, Yaojie & Xu, Shunta & Xu, Mingchen & Liu, Hao & Yang, Wenming, 2020. "Numerical study of methane combustion under moderate or intense low-oxygen dilution regime at elevated pressure conditions up to 8 atm," Energy, Elsevier, vol. 197(C).
    13. Elahi, Ehsan & Weijun, Cui & Jha, Sunil Kumar & Zhang, Huiming, 2019. "Estimation of realistic renewable and non-renewable energy use targets for livestock production systems utilising an artificial neural network method: A step towards livestock sustainability," Energy, Elsevier, vol. 183(C), pages 191-204.
    14. Yang, Li-Ping & Song, En-Zhe & Ding, Shun-Liang & Brown, Richard J. & Marwan, Norbert & Ma, Xiu-Zhen, 2016. "Analysis of the dynamic characteristics of combustion instabilities in a pre-mixed lean-burn natural gas engine," Applied Energy, Elsevier, vol. 183(C), pages 746-759.
    15. Zhang, R.C. & Bai, N.J. & Fan, W.J. & Yan, W.H. & Hao, F. & Yin, C.M., 2018. "Flow field and combustion characteristics of integrated combustion mode using cavity with low flow resistance for gas turbine engines," Energy, Elsevier, vol. 165(PA), pages 979-996.
    16. Jia, Junxi & Shu, Lingyun & Zang, Guiyan & Xu, Lijun & Abudula, Abuliti & Ge, Kun, 2018. "Energy analysis and techno-economic assessment of a co-gasification of woody biomass and animal manure, solid oxide fuel cells and micro gas turbine hybrid system," Energy, Elsevier, vol. 149(C), pages 750-761.
    17. Hungerford, Zoe & Bruce, Anna & MacGill, Iain, 2019. "The value of flexible load in power systems with high renewable energy penetration," Energy, Elsevier, vol. 188(C).
    Full references (including those not matched with items on IDEAS)

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    Cited by:

    1. Yunpeng Liu & Yingwen Yan & Shoutang Shang & Hongyu Ma, 2023. "Acoustic Triggering of Combustion Instability in a Swirling Flame: An Experimental Study," Energies, MDPI, vol. 16(14), pages 1-20, July.
    2. Kwak, Sanghyeok & Choi, Jaehong & Lee, Min Chul & Yoon, Youngbin, 2021. "Predicting instability frequency and amplitude using artificial neural network in a partially premixed combustor," Energy, Elsevier, vol. 230(C).

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