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Section 4.3  Sensitivity of Control Systems to Parameter Variations   241

                             Very often, the  transfer  function  of the system  T(s)  is a fraction  of the  form  [1]
                                                              N(s,  a)
                                                     T(s,  a)  =                            (4.15)
                                                              D(s,ay
                         where  a  is  a parameter  that  may  be  subject  to  variation  due  to  the  environment.
                         Then we may obtain the sensitivity to a  by rewriting Equation  (4.11) as
                                             d In T  d In  TV   dlnD
                                        iJ/v  —                           Or,               (4.16)
                                             din  a  din ex     d In  a
                                                           «0         «0
                                 is the nominal value of the  parameter.
                         where a 0
                            An important advantage of feedback control systems is the ability to reduce the  effect
                         of the variation  of parameters  of a control system by adding a feedback  loop. To obtain
                         highly  accurate  open-loop  systems, the  components  of  the  open-loop, G(s),  must  be
                         selected  carefully  in  order  to  meet  the  exact  specifications.  However,  a  closed-loop
                         system allows G(s) to be less accurately specified, because the sensitivity to changes or
                         errors in G(s)  is reduced by the loop gain L(s).This benefit  of closed-loop systems is a
                         profound  advantage  for  the  electronic  amplifiers  of  the  communication  industry.  A
                         simple example will illustrate the value of feedback  for reducing sensitivity.

                         EXAMPLE  4.1  Feedback  amplifier
                         An  amplifier  used  in many  applications has  a gain  -K a,  as shown  in Figure  4.4(a).
                         The output  voltage  is
                                                       VQ =   -K av in.                    (4.17)
                         We  often  add  feedback  using  a potentiometer  R p,  as  shown  in  Figure  4.4(b). The
                         transfer  function  of the  amplifier  without feedback  is
                                                        T  =  -K a,                         (4.18)
                         and the sensitivity to changes in the amplifier  gain is
                                                          T
                                                         S K.  =  1.                       (4.19)
                        The  block  diagram  model  of  the  amplifier  with  feedback  is  shown  in  Figure  4.5,
                        where


                                                         )8                                (4.20)



                         + o                     o +    ^inO— f



                          °~x               nr-
       FIGURE 4.4
       (a) Open-loop
       amplifier.
       (b) Amplifier with
       feedback.                     (a)                               (b)
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