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Bistability and Triggering Analysis of Thermoacoustic Instability in a Horizontal Rijke Tube
Dynamical systems theory has been often employed to study nonlinear flow and flame dynamics in combustion systems. However, the corresponding studies using nonlinear dynamics to analyze the Rijke tube thermoacoustic system are still occasional.
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Uncertainty Management in Thermoacoustic Instability Analysis [PDF]
The present thesis focuses on developing a comprehensive uncertainty management framework for quantifying and mitigating the thermoacoustic modal instability risk. Advanced dimensionality reduction and surrogate modeling strategies are proposed, which allow efficiently and accurately handling high-dimensional uncertain inputs.
openaire
In combustor systems, thermoacoustic instabilities may occur and must be avoided for reliable operation. An acoustic network model can be used to predict the eigenfrequencies of the instabilities and the growth rate by incorporating the combustion ...
Mehmet Kapucu +2 more
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Universality of oscillatory instabilities in fluid mechanical systems
Oscillatory instability emerges amidst turbulent states in experiments in various turbulent fluid and thermo-fluid systems such as aero-acoustic, thermoacoustic and aeroelastic systems. For the time series of the relevant dynamic variable at the onset of
Vladimir García-Morales +3 more
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Ammonia (NH3) is a promising carbon-free energy carrier for low-carbon power generation. However, in turbulent ammonia–methane (NH3-CH4) premixed swirling flames, operating at lean conditions to limit NOX, emissions can trigger strong thermoacoustic ...
Junhui Ma +7 more
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We report on a new type of localized structure, an ultrasonic cavity soliton, supported by large aspect-ratio acoustic resonators containing viscous media.
de Valcarcel, G. J. +2 more
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Learning and Characterizing Chaotic Attractors of a Lean Premixed Combustor
This paper is about the characteristics of and a method to recognize the onset of limit cycle thermoacoustic oscillations in a gas turbine-like combustor with a premixed turbulent methane/air flame.
Sara Navarro-Arredondo, Jim B. W. Kok
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MODELING AND ACTIVE CONTROL OF THERMOACOUSTIC INSTABILITIES
Abstract Due to stringent emission regulations, modern gas turbines work in lean premixed mode and thermoacoustic instabilities are often observed. They cause mechanical damage and therefore have to be reduced. This paper describes the development of an acoustic network model for a lab-scale lean premixed methane combustor at ETH Zurich. The model is
André S.P. Niederberger +2 more
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This paper compares two data-driven frameworks for monitoring thermoacoustic instability (TAI) in a gas turbine combustor. A conventional machine learning approach using handcrafted features is contrasted with an end-to-end deep learning method employing
Jikang Wang +3 more
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A novel diagnostic method based on filter bank theory for fast and accurate detection of thermoacoustic instability. [PDF]
Joo S, Choi J, Kim N, Lee MC.
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