Simulation and model reduction methods for an RF plasma glow discharge
In this paper, we report on numerical solutions and model reduction results for a plasma glow discharge model with a radio frequency ionization source. A pseudospectral implementation of a global spectral method was found to give accurate simulation results that correctly reflected the expected physical behavior of an argon plasma under the simulated operating conditions. Numerical residual analysis was used to confirm solution convergence. Using snapshots taken from the detailed simulations, a reduced basis was generated in terms of two groups of empirically determined eigenfunctions, distinguished by their type of boundary conditions (Dirichlet vs Neumann). With this model reduction approach, it was found that the state variables can be accurately predicted by projecting the original modeling equations onto the reduced basis with considerable computational savings over the original simulations. Limitations of the model reduction method in predicting secondary (derived) quantities are discussed. (C) 2001 Academic Press.
model reduction glow discharge collocation global basis functions plasma processing pseudospectral methods