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Numerical Simulation of the Dynamics of Turbulent Swirling Flames

Numerical Simulation of the Dynamics of Turbulent Swirling Flames

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Identification <strong>of</strong> Flame Transfer Functions using LES/SI<br />

Figure 5.7: Power spectrum <strong>of</strong> acoustic velocity (u r ′ ) fluctuations at 0 and<br />

70 mm upstream <strong>of</strong> <strong>the</strong> burner exit and <strong>of</strong> heat release ( ˙Q ′ ) normalized<br />

by <strong>the</strong>ir mean values without filtering for case with 30 kW.<br />

Comparing both FTFs with experiment, <strong>the</strong> case with 9.5% shows a better<br />

agreement with <strong>the</strong> experiments and also on <strong>the</strong> low frequency limit, where<br />

<strong>the</strong> amplitude should approach unity. The case with 6.5% <strong>of</strong> excitation amplitude<br />

shows in <strong>the</strong> limit to 0 Hz an amplitude lower than 1; while in <strong>the</strong> case<br />

with 9.5%, it approaches 1. Fur<strong>the</strong>rmore, <strong>the</strong> discrepancies in <strong>the</strong> phase for<br />

frequencies higher than 300 Hz mentioned in section 5.2.3 are not present<br />

with <strong>the</strong> excitation <strong>of</strong> 9.5%. The increase in signal-to-noise ratio by increasing<br />

<strong>the</strong> signal amplitude can improve <strong>the</strong> identification. To evaluate linearity<br />

and possible inaccuracy in <strong>the</strong> identification, harmonic excitations at 100 Hz<br />

are run for 1040000 iterations, which represents 13 cycles with a time step <strong>of</strong><br />

1.25x10 −7 s. The first 240000 iterations are not taken into account, as <strong>the</strong>y are<br />

considered as a transition period. To determine <strong>the</strong> amplitude and phase for<br />

<strong>the</strong> harmonic excitation, a pure-tone Fourier transform defined by [177]:<br />

y (ω PT ) = 2 N<br />

N∑<br />

y(n∆t)e −iωPTn∆t , (5.4)<br />

n=1<br />

74

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