Loss of Chaos in Combustion Noise as a Precursor of Impending Combustion Instability

Combustion noise has been traditionally thought of as stochastic fluctuations present in the background of the dynamics in combustors amongst the flow, heat release and the chamber acoustics. Through a series of determinism tests, we show that these aperiodic fluctuations are in fact chaotic of moderately high dimensions (d0 ≅ 8–10). These chaotic fluctuations then transition to high amplitude combustion instability when the operating conditions are varied towards leaner equivalence ratios. Precursors to such a transition from chaos to dynamics dominated by periodic oscillations are of interest to designers and operators of combustors in estimating the boundaries of operability. We introduce a test for chaos, known as 0–1 test for chaos in the literature, as a measure of the proximity of the combustor to an impending instability. The measure is robust and shows a smooth transition for variation in flow conditions towards instability enabling thresholds to be set for operational boundaries.

[1]  Fred E. C. Culick,et al.  Influence of Random Excitations on Acoustic Instabilities in Combustion Chambers , 2000 .

[2]  S. Candel,et al.  A review of active control of combustion instabilities , 1993 .

[3]  Tim Lieuwen,et al.  Statistical characteristics of pressure oscillations in a premixed combustor , 2003 .

[4]  Wolfgang Polifke,et al.  Impact of Swirl Fluctuations on the Flame Response of a Perfectly Premixed Swirl Burner , 2010 .

[5]  R. Sujith,et al.  Nonlinear self-excited thermoacoustic oscillations: intermittency and flame blowout , 2012, Journal of Fluid Mechanics.

[6]  Y. Neumeier,et al.  EXPERIMENTAL DETERMINATION OF THE STABILITY MARGIN OF A COMBUSTOR USING EXHAUST FLOW AND FUEL INJECTION RATE MODULATIONS , 2000 .

[7]  Georg A. Gottwald,et al.  A new test for chaos in deterministic systems , 2004, Proceedings of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences.

[8]  J. Janicka,et al.  Experimental characterization of onset of acoustic instability in a nonpremixed half-dump combustor. , 2007, The Journal of the Acoustical Society of America.

[9]  Forman A. Williams,et al.  Turbulence-Induced Noise Effects on High-Frequency Combustion Instabilities , 1994 .

[10]  Kurt Wiesenfeld,et al.  Noisy precursors of nonlinear instabilities , 1985 .

[11]  T. Miyano,et al.  Dynamic properties of combustion instability in a lean premixed gas-turbine combustor. , 2011, Chaos.

[12]  James Theiler,et al.  Testing for nonlinearity in time series: the method of surrogate data , 1992 .

[13]  Bruce J. West Where Medicine Went Wrong: Rediscovering the Path to Complexity , 2006 .

[14]  Tim Lieuwen,et al.  PHASE DRIFT CHARACTERISTICS OF SELF-EXCITED, COMBUSTION-DRIVEN OSCILLATIONS , 2001 .

[15]  R. Sivakumar,et al.  Vortex-acoustic lock-on in bluff-body and backward-facing step combustors , 2007 .

[16]  D. T. Kaplan,et al.  Direct test for determinism in a time series. , 1992, Physical review letters.

[17]  R. Sujith,et al.  Experimental investigation of noise induced triggering in thermoacoustic systems , 2013 .

[18]  Tim Lieuwen,et al.  Combustion Instabilities In Gas Turbine Engines: Operational Experience, Fundamental Mechanisms, and Modeling , 2006 .

[19]  F. Takens Detecting strange attractors in turbulence , 1981 .

[20]  Tim Lieuwen,et al.  Background Noise Effects on Combustor Stability , 2005 .

[21]  C. Wilke A Viscosity Equation for Gas Mixtures , 1950 .

[22]  L. Cao Practical method for determining the minimum embedding dimension of a scalar time series , 1997 .

[23]  Asok Ray,et al.  Lean Blow-Out Prediction in Gas Turbine Combustors Using Symbolic Time Series Analysis , 2013 .

[24]  Tim Lieuwen Online Combustor Stability Margin Assessment Using Dynamic Pressure Data , 2004 .

[25]  Sébastien Candel,et al.  Combustion dynamics and control: Progress and challenges , 2002 .

[26]  Elena Surovyatkina Prebifurcation noise amplification and noise-dependent hysteresis as indicators of bifurcations in nonlinear geophysical systems , 2005 .

[27]  Tim Lieuwen,et al.  Experimental Investigation of Limit Cycle Oscillations in an Unstable Gas Turbine Combustor , 2000 .

[28]  L. Tsimring,et al.  The analysis of observed chaotic data in physical systems , 1993 .

[29]  Gary Hewitt,et al.  Combustion Instabilities in Industrial Gas Turbines—Measurements on Operating Plant and Thermoacoustic Modeling , 2000 .

[30]  Paul Kuentzmann,et al.  Unsteady Motions in Combustion Chambers for Propulsion Systems , 2006 .

[31]  D. T. Kaplan,et al.  EVALUATING DETERMINISTIC STRUCTURE IN MAPS DEDUCED FROM DISCRETE-TIME MEASUREMENTS , 1993 .