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Prediction of combustion noise of an enclosed flame by simultaneous identification of noise source and flame dynamics

Merk, Malte and Gaudron, Renaud and Silva, Camilo and Gatti, Marco and Mirat, Clément and Schuller, Thierry and Polifke, Wolfgang Prediction of combustion noise of an enclosed flame by simultaneous identification of noise source and flame dynamics. (2018) Proceedings of the Combustion Institute, 37 (4). 5263-5270. ISSN 1540-7489

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Official URL: https://doi.org/10.1016/j.proci.2018.05.124

Abstract

Large-Eddy Simulation (LES) is combined with advanced System Identification (SI) to simultaneously infer models for the source of combustion noise and the dynamic response to velocity fluctuations of a turbulent premixed flame. A Box-Jenkins model structure allows SI of both the noise source and the flame dynamics from time series data generated with single LES. The models that result from this ‘black-box’ SI approach are purely data-driven and do not rely on estimates of characteristic flow or flame parameters, such as turbulence intensity or flame length. In confined combustion systems the spectral distribution of combustion noise is strongly modulated by the cavity acoustics and the flame dynamics. By incorporating the identified models into a network model for the combustor acoustics, a linear Reduced Order Model (ROM) is built to predict the spectral distribution of sound pressure within the combustor for two different outlet reflection conditions. The identified flame transfer function as well as the ROM-based predictions of the pressure spectra in the combustor are compared with satisfactory qualitative and quantitative agreement against measurements. An interpretation of the pressure spectra based on eigenmode analysis elucidates the interplay between combus- tion noise generation, flame dynamics and cavity resonances.

Item Type:Article
HAL Id:hal-02135730
Audience (journal):International peer-reviewed journal
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
Other partners > Technische Universität München - TUM (GERMANY)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Laboratory name:
Funders:
DFG - French National Research Agency ANR - European Union
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Deposited On:22 Mar 2019 08:44

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