Data can be assumed to continuous functions defined on an infinite-dimensional space for many phenomena. However, the data might driven by a small number of latent variables. Hence, factor models are relevant functional data. In this paper, we study time-dependent We propose nonparametric estimators under stationary and nonstationary processes. obtain that consider time-dependence property. Spe...