In this paper we study the influence of including snapshots that approach the velocity time derivative in the numerical approximation of the incompressible Navier-Stokes equations by means of proper orthogonal decomposition (POD) methods. Our set of snapshots includes the velocity approximation at the initial time from a full order mixed finite element method (FOM) together with approximations to the time derivative at different times. The approximation at the initial velocity can be replaced by the mean value of the velocities at the different times so that implementing the method to the fluctuations, as done mostly in practice, only approximations to the time derivatives are included in the set of snapshots. For the POD method we study the differences between projecting onto $L^2$ and $H^1$. In both cases pointwise in time error bounds can be proved. Including grad-div stabilization both in the FOM and POD methods error bounds with constants independent on inverse powers of the viscosity can be obtained.
翻译:在本文中,我们研究了将接近速度时间衍生物的快照纳入通过正正正正正正正正正正正的折射分解法在不可压缩纳维埃-斯托克方程式的数值近似值中的影响。我们的一套快照包括从完全顺序混合有限元素法(FOM)起的初始速度近似值,加上在不同时间对时间衍生物的近似值。初始速度近似值可以由不同时间速度的平均值所取代,以便像实践中那样,对波动实施方法,只将接近时间衍生物的近似值包括在一套快照中。对于POD方法,我们研究了投射到$L$2$和$H$1$之间的差别。在这两种情况下,都可证明时间误差界限。包括FOM和POD方法中的梯度稳定值错误,与反向反面力量的常数是独立的。