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

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Acoustics<br />

2<br />

1.5<br />

|det(S)|<br />

1<br />

0.5<br />

0<br />

4600<br />

4400<br />

4200 4000 3800<br />

ω real<br />

[rad/s]<br />

3600<br />

200<br />

0<br />

ω im<br />

[rad/s]<br />

−200<br />

Figure 3.7: Example <str<strong>on</strong>g>of</str<strong>on</strong>g> a search path with <strong>on</strong>e initial estimate to determine<br />

the minimum <str<strong>on</strong>g>of</str<strong>on</strong>g>|det(S)|→0<br />

advantage <str<strong>on</strong>g>of</str<strong>on</strong>g> this unc<strong>on</strong>strained n<strong>on</strong>-linear optimizati<strong>on</strong> is that it does not<br />

require numerical or analytical gradients. The method requires an initial estimate<br />

<str<strong>on</strong>g>of</str<strong>on</strong>g> the variables, the real <str<strong>on</strong>g>and</str<strong>on</strong>g> imaginary part <str<strong>on</strong>g>of</str<strong>on</strong>g> the frequency (ω real ,ω im ),<br />

<str<strong>on</strong>g>and</str<strong>on</strong>g> calculates the corresp<strong>on</strong>ding starting simplex. For each new iterati<strong>on</strong> a<br />

point close to the current simplex is determined. If the functi<strong>on</strong> value <str<strong>on</strong>g>of</str<strong>on</strong>g> this<br />

new point is smaller than the value <str<strong>on</strong>g>of</str<strong>on</strong>g> the current simplex it is replaced by<br />

the new <strong>on</strong>e. The search is stopped by reaching a user-defined tolerance level.<br />

Figure 3.7 shows the calculati<strong>on</strong> from <strong>on</strong>e starting point. For a wide frequency<br />

range several initial estimates <str<strong>on</strong>g>and</str<strong>on</strong>g> therefore several calculati<strong>on</strong>s have to be<br />

performed. The amount <str<strong>on</strong>g>of</str<strong>on</strong>g> calculati<strong>on</strong>s depends <strong>on</strong> the estimated number <str<strong>on</strong>g>of</str<strong>on</strong>g><br />

eigenfrequencies <str<strong>on</strong>g>of</str<strong>on</strong>g> the system. Here, care has to be taken in choosing good<br />

initial estimates to ensure that every eigenfrequency can be found by the rou-<br />

66

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