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18         Process Modelling and Simulation with Finite Element Methods






















          Figure 0.1 1 Boundary settings permit entry of boundary data for each boundary with a range of pre-
          built boundary conditions for the application mode.  Here, not only is the inflow mean u,v-velocity
          specified for boundary  1, but the turbulence intensity k and energy dissipation rate E as well.

          stiffness  matrix  - the  Jacobian,  the  load  vector,  and  auxiliary  equations  for
          Lagrange multipliers representing boundary conditions and auxiliary conditions.
          Chapter Two illustrates these points about partial differential equations and the
          finite element method  thorough treatment of  canonical  types  of  linear,  second
          order PDEs: elliptic, parabolic, and hyperbolic and gives an overview of FEM,
          with particular emphasis on the treatment  of boundary  and auxiliary  conditions
          by the method of Lagrange multipliers.
             Chapter  Three  is  about  multiphysics  modeling.   What  is  it?  How  does
          FEMLAB  do  it  so  well?  There  are  applications:  thermoconvection,  non-
          isothermal  chemical  reactors,  heterogeneous  reaction  in  a  porous  pellet.
          Furthermore,  the  workhorse  methodology  for  nonlinear  solving,  parametric
          continuation, is explained.  I won’t  steal the thunder of Chapter Three here by
          explaining  multiphysics  modeling  in  detail.  Suffice  to  say  that  multiphysics
          modeling means the ability to treat many PDE equations simultaneously, and the
          provision  of  pre-  built  PDE  equations  that  can be  mixed  and  matched  in the
          specification of  a model  so that the symbolic translation to  a FEM assembly  is
          transparent to the user.
             Chapter  Four  is  about  extended  multiphysics:  the  central  role  of  coupling
          variables  and  the  use  of  Lagrange  multipliers.  Example  applications  are:  a
          heterogeneous reactor; reactor-separator-recycle; buffer  tank modelling; and an
          immobilized cell bioreactor model.
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