In this chapter, we define the concepts of consistency, stability and convergence of finite difference approximations for fractional partial differential equations. For the stability analysis, we introduce the von Neumann analysis, the eigenvalue analysis and the energy method. For the convergence of the numerical methods we present the Lax theorem and the strategy based on the energy method.