Page 110 - Matrix Analysis & Applied Linear Algebra
P. 110

104              Chapter 3                                             Matrix Algebra

                                   3.5.11. Consider three tanks each containing V gallons of brine. The tanks are
                                           connected as shown in Figure 3.5.2, and all spigots are opened at once.
                                           As fresh water at the rate of r gal/sec is pumped into the top of the
                                           first tank, r gal/sec leaves from the bottom and flows into the next
                                           tank, and so on down the line—there are r gal/sec entering at the top
                                           and leaving through the bottom of each tank.




                                                                 r  gal / sec




                                                                         r  gal / sec





                                                                                 r  gal / sec





                                                                                        r  gal / sec


                                                                         Figure 3.5.2

                                           Let x i (t) denote the number of pounds of salt in tank i at time t, and
                                           let
                                                                                       
                                                             x 1 (t)                dx 1 /dt
                                                                             dx
                                                                       and      =  dx 2 /dt  .
                                                                                       
                                                                             dt
                                                       x =  x 2 (t) 
                                                             x 3 (t)                dx 3 /dt
                                           Assuming that complete mixing occurs in each tank on a continuous
                                           basis, show that
                                                                                            
                                                                                 −1    0    0
                                                     dx                      r
                                                        = Ax,   where   A =      1  −1     0    .
                                                     dt                      V
                                                                                  0    1  −1
                                           Hint: Use the fact that
                                                                        lbs            lbs
                                                  dx i
                                                     = rate of change =    coming in −    going out.
                                                  dt                    sec           sec
   105   106   107   108   109   110   111   112   113   114   115