  We introduce two non-homogeneous processes: a fractional non-homogeneous
Poisson process of order $k$ and and a fractional non-homogeneous
P\'olya-Aeppli process of order $k$. We characterize these processes by
deriving their non-local governing equations. We further study the covariance
structure of the processes and investigate the long-range dependence property.
