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5.5  Upwind  Methods                                                  155


                                                 +
                                  E(Q)  = AQ  = E  + E~                   (5.5.13a)
                                  \E\  = E +  -  E~  = \A\Q               (5.5.13b)
                                        § f  -  Ml                        (5.5.13c)


            In  terms  of the  flux-vector-splitting,  the upwind  method  for Eq. (5.1.2) can
         be  written  in a form  similar to Eq. (5.5.1), that  is

                   Q n + 1  _ n  =  _ T{E+  _  ^  n  _  T{E- +i  _  Er)n  { 5 5 U )
                          Q
         or  with the relations  given  in Eq. (5.5.13),

                           Qn+1  _ Qn  =  - I ( £ m -  Ei^r  + W           (5.5.15)

         where  ipf  is the numerical  dissipation  given by

                             C   =  ^{\E\ i+1  -  2\EU  + |£?|i_i)  n      (5.5.16)

            To show that  Eq.  (5.5.15)  is first-order  accurate  in space and time,  we apply
         Taylor  series  expansion  to Eq. (5.5.13b)  and obtain




         which  can also be written as

                                                            2
                                        =  ^ A Q     +   0{Ax )
                            \E\ i+l-\E\ i          i
         or
                     -  \E\i =             -  Qi) +            -  Q {)     (5.5.17)
               \E\ i+l        \A\ i+1/2(Qi +1      0(Ax)(Q i+1
         In  terms  of Eq.  (5.5.17), Eq. (5.5.15)  can be written as

              Qn +l_ Qn  =        _T_ {E. +i_ Ei_ i)n


                            +  \U\ i+i/2{Qi +i  -  Qi) -  l4i_i/ 2 (Qi  -  Qi-i)} n  (5-5.18)

         In  terms  of the numerical  flux  E i+i/ 2  defined by

               Ei+i/2  =  \{\E{Qi+i)  + E(Qi)]  -  \A\ i+l/2(Q i+1  -  Qi)}

                      =  \{[E(Q i+i)  + E(Qi)]  -  (A+ +1/2  -  A7 +1/2)AQ i+1/2}  (5.5.19)

                      =  \{[E(Q i+1)  + E(Q t)]  ~  (AE&i /2  ~  AE~ +1/2)}

         Equation  (5.5.18)  can be written  in a compact  form,
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