Backward Integration of Diffusion Equation

Wen-Yih Sun ； Oliver M. Sun

《Aerosol and Air Quality Research》 17卷1期 (2017/01) Pp. 278-289

https://doi.org/10.4209/aaqr.2016.06.0271

摘要

When the parabolic differential equation is integrated backward in time, it can create unwanted shortwaves with large amplitude. Hence, instead of solving it as a differential equation, the diffusion equation is converted to the equations of volume-integrated-concentration, and mixing/diffusion is treated as subgrid-turbulent-fluxes across the cell boundaries. Those equations become a set of linear algebra equations and can be solved in both forward- and backward-in time. The proposed method has been validated by the numerical simulations of an idealized case, which consists of 5 different sizes of concentric cylinders with different species. The time evolution of compositions shows that the concentrations in each cylinder can change drastically with time. For the data collected at downwind region, the proposed reverse-in-time integration can be used to assess the concentrations at the source regions, which can be quite different from those derived from the conventional backward-trajectory method without mixing. It also shows that the traditional forward-trajectory or backward-trajectory method without mixing (i.e., Lagrangian method) widely used in meteorology and air pollution can misinterpret the property of fluid parcel at both upwind and downwind regions significantly.

關鍵字

Forward and backward integration ； Diffusion ； Parabolic and hyperbolic equations ； Mixing/Diffusion-time scale ； Turbulence ； Pollution