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[Luyben] Process Mod.. - Student subdomain for University of Bath

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586 MULTIVARIABLE PROCESSES<br />

‘)<br />

log w<br />

FIGURE 16.9<br />

SISO closcdloop plots.<br />

If we plotted just the denominator <strong>of</strong> the right-hand side <strong>of</strong> Eq. 16.42, the curve<br />

would be the reciprocal <strong>of</strong> the closedloop servo transfer function and would look<br />

something like that shown in Fig. 16.9b. The lower the dip in the curve, the lower<br />

the damping coefficient and the less robust the system.<br />

B. MATRIX MULTIVARIABLE SYSTEMS. For multivariable systems, the Doyle-<br />

Stein criterion <strong>for</strong> robustness is very similar to the reciprocal plot discussed<br />

above. The minimum singular value <strong>of</strong> the matrix given in Eq. (16.43) is plotted<br />

as a function <strong>of</strong> frequency o. This gives a measure <strong>of</strong> the robustness <strong>of</strong> a closedloop<br />

multivariable system.<br />

Doyle-Stein criterion: minimum singular value <strong>of</strong> u + &,$ (16.43)<br />

The Q matrix is defined as be<strong>for</strong>e Quo) = GM,,-, &,,, .<br />

The tuning and/or structure <strong>of</strong> the feedback controller matrix B~ic, is<br />

changed until the minimum dip in the curve is something reasonable. Doyle and<br />

Stein gave no definite recommendations, but a value <strong>of</strong> about - 12 dB seems to<br />

give good results.<br />

The procedure is summarized in the program given in Table 16.4 which<br />

calculates the minimum singular value <strong>of</strong> the B + &$J matrix <strong>for</strong> the Wood<br />

and Berry column with the empirical controller settings. Figure 16.10 gives plots<br />

<strong>of</strong> the singular values as a function <strong>of</strong> frequency. The lowest dip occurs at 0.23<br />

radians per minute and is about - 10.4 dB.

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