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90               Chapter 2  Mathematical  Models of  Systems






                           R(s)Q





          FIGURE 2.33
          Multiple-loop
          system.                                                 -H,


                           EXAMPLE   2.11  Transfer function  of a complex system
                           Finally, we shall consider  a reasonably complex system that would be  difficult  to re-
                           duce by block  diagram  techniques. A  system  with several feedback  loops  and  feed-
                           forward  paths is shown  in Figure  2.33. The forward  paths  are
                                P\  =  G1G2G3G4G5G6,  P 2  — G1G2G7G6,  and  /¾  =  G1G2G3G4G8.
                           The feedback  loops are

                            L\  =  — G2G3G4G5H2,   L 2  =  —Gsp^Hi,  L 3  =  -G 8 /ii,  L 4  =  -G-jH 2G 2,
                            L5  =  —G4H4,  L 6  =  -G iG 2G^G4G$G^H ?„  L 7  =  —GiGiGqG^H^,,  and
                            Lg  =  —GiGiG^G^G^H^.
                           Loop L 5 does not touch loop L 4 or loop L 7 , and loop L 3 does not touch loop L 4; but
                           all other loops touch. Therefore, the determinant  is
                           A  =  1  -  (Li  +  L 2  +  L 3  +  L 4  +  L 5  +  L 6  +  L-, +  L 8)  +  (L 5L 7  +  L 5L 4  +  L 3L 4).
                                                                                             (2.103)

                           The cofactors  are
                                             =    =  1  and     =  1  -  L,  =  1  +
                                          A x  A 3           A 2               GAH A 4 .
                                                                                • 4 J 7
                           Finally, the transfer  function  is
                                                       Y(s)   P r  +  P 2A 2  + P 2
                                                T(s)  =                                    (2.104)
                                                       R(s)

                               Signal-flow  graphs  and  Mason's  signal-flow  gain  formula  may  be  used  prof-
                           itably  for  the  analysis  of feedback  control systems, electronic  amplifier  circuits, sta-
                           tistical systems, and mechanical  systems, among many other  examples.


          2.8  DESIGN  EXAMPLES

                           In this section, we present  six illustrative  design examples. The first example  describes
                           modeling  of  a photovoltaic  generator  in  a manner  amenable  to  feedback  control  to
                           achieve  maximum  power  delivery  as the  sunlight  varies  over  time. Using  feedback
                           control  to improve  the  efficiency  of producing  electricity  using solar  energy  in  areas
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