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Impact of fuel supply impedance and fuel staging on gas turbine ...

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System Identificati<strong>on</strong><br />

1<br />

0.9<br />

Quality Q/Q 0<br />

0.8<br />

0.7<br />

0.6<br />

0.5<br />

20 40 60 80 100<br />

Length <str<strong>on</strong>g>of</str<strong>on</strong>g> time series [x M]<br />

Figure 5.17: Quality Q/Q 0 <str<strong>on</strong>g>of</str<strong>on</strong>g> identificati<strong>on</strong> as a functi<strong>on</strong> <str<strong>on</strong>g>of</str<strong>on</strong>g> time series length<br />

(-+ W/O NOISE, -o S/N = 10, -∗ S/N = 4)<br />

degree. In the present case the correlati<strong>on</strong> amounted to 50%. In the presence<br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> noise it becomes apparent that the discrete r<str<strong>on</strong>g>and</str<strong>on</strong>g>om binary signal showed<br />

the best performance compared to broadb<str<strong>on</strong>g>and</str<strong>on</strong>g> white noise or a sine overlay.<br />

Therefore the DRBS is used in the following to apply the identificati<strong>on</strong> method<br />

to the measured signals <str<strong>on</strong>g>and</str<strong>on</strong>g> resp<strong>on</strong>ses, which are obtained by a transient CFD<br />

simulati<strong>on</strong>. As the method itself has proven to work properly, the physical<br />

quality <str<strong>on</strong>g>of</str<strong>on</strong>g> the identificati<strong>on</strong> just depends <strong>on</strong> the numerical models (turbulence,<br />

combusti<strong>on</strong>) used in the CFD simulati<strong>on</strong> <str<strong>on</strong>g>and</str<strong>on</strong>g> the amount <str<strong>on</strong>g>of</str<strong>on</strong>g> noise in<br />

the signals.<br />

104

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