  We provide an original and general sufficient criterion ensuring the
exponential contraction of Feynman-Kac semi-groups of penalized processes. This
criterion is applied to time-inhomogeneous one-dimensional diffusion processes
conditioned not to hit 0 and to penalized birth and death processes evolving in
a quenched random environment.
