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11.4  Artificial  Compressibility  Method:  INS2D                     335



         11.4.4  System of Discretized  Equation

                                                             n
         With  Eqs.  (11.4.14)  and (11.4.20), the residual  vector  i? -term  in Eq.  (11.4.5)
         can be written as


                                 E
                Rn   _  E i+l/2,j "" i-l/2J  F zJ+l/2 ~  F i,j-l/2
                  hj
                     ~        Ax                  Ay
                                       E
                           E
                                                     F
                                                                  F
                        _  ( v)i+l/2j ~ ( v)i-l/2,j  _  ( v)i,j+l/2 ~ ( v)i,j-l/2 (n  4 2 1 ,
                                    Ax                       Ay           ^ ' '  }
            The  calculation  of the  exact  Jacobian  matrix  of the  residual  vector  ( § § ) n
         can be very expensive, particularly  when  higher  order  upwind  methods  are  used.
         Therefore,  it is more  economical  to approximate  the exact  Jacobian  from the
         residual  R n  resulting  from  the  first  order  upwind  method.  Applying  the  first
         order  upwind  method  to the convective  terms  (Eqs.  (11.4.16)-(11.4.19)) and
         maintaining  the central  differences  for the viscous  terms  (Eq. 11.4.20)  yields
                              n
         the  following  residual R :

                                                              +
                 F• • i  -  F•  i •  AE+  / 0 - - AE~  /Q • - AE  !  /Q  . + AE~  ,  /Q .
          r>n  ^  ^i+l,j  ^ i - l j  ^+l/2j      ^+l/2j      z-l/2j      ^-l/2,3
            ^  ~      2AX                          2AX
                                                              +
                    F'• •  L1 - F  1  ^ F+ -^  /o ~ AF7..  /Q - AF .  -,  / 9 + AF~.  „  /Q
                    r       r
                    i,3  + l  i,3~l    i,3 + l/2   i,3 + l/2  i,3-l/2     zj-1/2
                        'zny                           'lay
                    (En)  A i i in A — (ED)-  I /o  „•  ( i ^ j L  „• i 1 /o — (i*?> L  „•  i /o
                                                                         (11.4.22)


            The  exact  Jacobian  matrix  of the residual  given  by Eq. (11.4.22)  forms a
         banded  matrix B and  can be written  in the form

                         dm,             dm, dm, dm,                dm,
           (£)-             % i3  c\  r\    L ->3  l i3   l iJ  r\  r\   L j3
                                                                     U
                                                                U
                               , U , . . . , U ,  1 r\T^  > 0 7 ^  5 5 - - * ? 5
                                                                         (11.4.23)
            As discussed in [9], the discrete  form  of Eq.  (11.2.5)  can be written as

                         B[V,  0,...,  0, X, y, Z, 0,...,  0, W]AD  = -R  (11.4.24)


         where  V, X, Y, Z and W denote vectors of 3 by 3 blocks which lie on the diagonals
         of  the  banded  matrix,  with the Y vector  lying  on the main  diagonal.  These
         vectors can be approximated as
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