  In this paper we provide necessary and sufficient conditions for invariance
of finite dimensional submanifolds for rough differential equations (RDEs) with
values in a Banach space. Furthermore, we apply our findings to the particular
situation of random RDEs driven by $Q$-Wiener processes and random RDEs driven
by $Q$-fractional Brownian motion.
